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0000000000000000000000000000000000000000..6a271d4ddf2d0dd65119157d1b88c861dfcad74c --- /dev/null +++ b/_misc/merci_page_aware/_archive_prior/iterative_validation/round1/exp1b_page_util_breakdown.json @@ -0,0 +1,86 @@ +{ + "experiment": "1b_page_util_breakdown", + "dataset": "amazon_Office_Products", + "cache_pages": 1024, + "total_accesses": 674351, + "hits": 668997, + "misses": 5354, + "hit_rate": 0.992060514479848, + "breakdown": { + "total_residencies": 5354, + "utilization_distribution": { + "1": 805, + "2": 536, + "3": 408, + "4": 324, + "5": 301, + "6": 254, + "7": 234, + "8": 189, + "9": 206, + "10": 177, + "11": 178, + "12": 168, + "13": 169, + "14": 160, + "15": 194, + "16": 1051 + }, + "one_row_pages": { + "total": 805, + "cold_start": 327, + "non_cold_start": 478 + }, + "low_util_le3": { + "count": 1749, + "avg_feature_freq": 9.550249915077401, + "median_feature_freq": 7.0 + }, + "high_util_ge14": { + "count": 1405, + "avg_feature_freq": 29.54556815138802, + 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100644 index 0000000000000000000000000000000000000000..e23813430f2ba2a31de22c7837931169f00737dd --- /dev/null +++ b/_misc/merci_page_aware/_archive_prior/new_layouts/uase_ablation/summary.csv @@ -0,0 +1,41 @@ +dataset,num_features,num_queries,cache_pages,cache_KB,name,layout,scheduling,batch_size,total_accesses,hits,misses,hit_rate,avg_rows_per_fetch,page_utility,latency_ms,qres_checksum +amazon_Office_Products,30614,7785,1024,4096,Seq_PerQuery,sequential,per_query,1,674351,432254,242097,0.640993,1.8788,0.117424,117.34,6663499923.89 +amazon_Office_Products,30614,7785,1024,4096,Seq_Batch1,sequential,per_query,1,674351,432254,242097,0.640993,1.8788,0.117424,111.29,6663499923.89 +amazon_Office_Products,30614,7785,1024,4096,CoAcc_PerQuery,coaccess_compact,per_query,1,674351,660588,13763,0.979591,8.8115,0.550720,54.84,6663499923.89 +amazon_Office_Products,30614,7785,1024,4096,CoAcc_Batch1,coaccess_compact,per_query,1,674351,660588,13763,0.979591,8.8115,0.550720,50.68,6663499923.89 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a/_misc/merci_page_aware/_archive_prior/new_layouts/uase_v2/exp_cache1024_batch1.json b/_misc/merci_page_aware/_archive_prior/new_layouts/uase_v2/exp_cache1024_batch1.json new file mode 100644 index 0000000000000000000000000000000000000000..2c15e90e9bc57cbb4d9bd4aedd7b36d6800a50f4 --- /dev/null +++ b/_misc/merci_page_aware/_archive_prior/new_layouts/uase_v2/exp_cache1024_batch1.json @@ -0,0 +1,312 @@ +{ + "timestamp": "20260320_124321", + "dataset": "amazon_Office_Products", + "num_features": 30614, + "num_queries": 7785, + "cache_pages": 1024, + "cache_size_KB": 4096, + "batch_size": 1, + "keys_per_page": 16, + "experiments": [ + { + "name": "Seq_PerQuery", + "layout": "sequential", + "scheduling": "per_query", + "batch_size": 1, + "total_accesses": 674351, + "hits": 432254, + "misses": 242097, + "hit_rate": 0.640993, + "avg_rows_per_fetch": 1.8788, + "page_utility": 0.117424, + "latency_ms": 114.20, + "qres_checksum": 6663499923.890625, + "util_histogram": [0, 126654, 61862, 29183, 13523, 6148, 2656, 1162, 508, 233, 84, 42, 18, 10, 5, 4, 5] + }, + { + "name": "Seq_Batch1", + "layout": "sequential", + "scheduling": "per_query", + "batch_size": 1, + "total_accesses": 674351, + "hits": 432254, + "misses": 242097, + "hit_rate": 0.640993, + "avg_rows_per_fetch": 1.8788, + "page_utility": 0.117424, + "latency_ms": 110.18, + "qres_checksum": 6663499923.890625, + "util_histogram": [0, 126654, 61862, 29183, 13523, 6148, 2656, 1162, 508, 233, 84, 42, 18, 10, 5, 4, 5] + }, + { + "name": "CoAcc_PerQuery", + "layout": "coaccess_compact", + "scheduling": "per_query", + "batch_size": 1, + "total_accesses": 674351, + "hits": 660588, + "misses": 13763, + "hit_rate": 0.979591, + "avg_rows_per_fetch": 8.8115, + "page_utility": 0.550720, + "latency_ms": 56.94, + "qres_checksum": 6663499923.890625, + "util_histogram": [0, 1618, 1169, 934, 788, 664, 652, 586, 586, 473, 463, 431, 452, 430, 490, 593, 3434] + }, + { + "name": "CoAcc_Batch1", + "layout": "coaccess_compact", + 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[0, 14422, 6918, 3880, 2322, 1543, 1166, 833, 754, 663, 538, 477, 468, 491, 482, 537, 6043] + }, + { + "name": "Rand_PerQuery", + "layout": "random", + "scheduling": "per_query", + "batch_size": 1, + "total_accesses": 674351, + "hits": 429838, + "misses": 244513, + "hit_rate": 0.637410, + "avg_rows_per_fetch": 1.8732, + "page_utility": 0.117073, + "latency_ms": 109.34, + "qres_checksum": 6663499923.890625, + "util_histogram": [0, 127937, 62499, 29818, 13589, 6049, 2699, 1128, 471, 177, 87, 36, 11, 5, 0, 3, 4] + }, + { + "name": "MaxEmbed_PerQuery", + "layout": "maxembed", + "scheduling": "per_query", + "batch_size": 1, + "total_accesses": 674351, + "hits": 658390, + "misses": 15961, + "hit_rate": 0.976331, + "avg_rows_per_fetch": 8.5388, + "page_utility": 0.533676, + "latency_ms": 55.36, + "qres_checksum": 6663499923.890625, + "util_histogram": [0, 2693, 1356, 1072, 802, 719, 662, 517, 491, 498, 474, 461, 445, 415, 430, 519, 4407] + }, + { + "name": "SeedExp_PerQuery", + "layout": 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6663499923.890625, + "util_histogram": [0, 2349, 1117, 760, 601, 500, 463, 407, 424, 388, 336, 302, 337, 280, 249, 341, 5178] + }, + { + "name": "A3_UASE_OldTail", + "layout": "uase_oldtail", + "scheduling": "per_query", + "batch_size": 1, + "total_accesses": 674351, + "hits": 658868, + "misses": 15483, + "hit_rate": 0.977040, + "avg_rows_per_fetch": 8.8176, + "page_utility": 0.551100, + "latency_ms": 53.44, + "qres_checksum": 6663499923.890625, + "util_histogram": [0, 3043, 1292, 864, 642, 580, 472, 463, 417, 413, 377, 317, 329, 328, 286, 323, 5337] + }, + { + "name": "A4_UASE_Full", + "layout": "uase_full", + "scheduling": "per_query", + "batch_size": 1, + "total_accesses": 674351, + "hits": 658877, + "misses": 15474, + "hit_rate": 0.977053, + "avg_rows_per_fetch": 8.8180, + "page_utility": 0.551122, + "latency_ms": 52.83, + "qres_checksum": 6663499923.890625, + "util_histogram": [0, 3037, 1303, 860, 639, 579, 467, 464, 421, 410, 374, 321, 327, 330, 284, 322, 5336] + }, + { + "name": "SeedExp_Reorder128", + "layout": "seed_expand", + "scheduling": "reorder_128", + "batch_size": 128, + "total_accesses": 674351, + "hits": 658308, + "misses": 16043, + "hit_rate": 0.976210, + "avg_rows_per_fetch": 9.0973, + "page_utility": 0.568581, + "latency_ms": 315.66, + "qres_checksum": 6663500145.191406, + "util_histogram": [0, 2747, 1316, 904, 727, 570, 543, 487, 475, 448, 396, 373, 358, 314, 299, 403, 5683] + }, + { + "name": "SeedExp_Pinned", + "layout": "seed_expand", + "scheduling": "per_query_pinned", + "batch_size": 1, + "total_accesses": 674351, + "hits": 660329, + "misses": 14022, + "hit_rate": 0.979207, + "avg_rows_per_fetch": 9.2713, + "page_utility": 0.579455, + "latency_ms": 51.92, + "qres_checksum": 6663499923.890625, + "util_histogram": [0, 2352, 1106, 755, 604, 502, 462, 407, 426, 392, 338, 308, 337, 271, 247, 343, 5172] + }, + { + "name": "MaxEmbed_Orig_PQ", + "layout": "maxembed_original", + "scheduling": "per_query", + "batch_size": 1, + "total_accesses": 674351, + "hits": 660408, + "misses": 13943, + "hit_rate": 0.979324, + "avg_rows_per_fetch": 9.4757, + "page_utility": 0.592233, + "latency_ms": 52.07, + "qres_checksum": 6663499923.890625, + "util_histogram": [0, 1904, 873, 729, 578, 570, 519, 553, 478, 515, 469, 440, 417, 484, 538, 697, 4179] + } + ] +} diff --git a/_misc/merci_page_aware/_archive_prior/new_layouts/uase_v2/summary.csv b/_misc/merci_page_aware/_archive_prior/new_layouts/uase_v2/summary.csv new file mode 100644 index 0000000000000000000000000000000000000000..2d1e614cabdebc847c125099e763808880b22722 --- /dev/null +++ b/_misc/merci_page_aware/_archive_prior/new_layouts/uase_v2/summary.csv @@ -0,0 +1,21 @@ +dataset,num_features,num_queries,cache_pages,cache_KB,name,layout,scheduling,batch_size,total_accesses,hits,misses,hit_rate,avg_rows_per_fetch,page_utility,latency_ms,qres_checksum +amazon_Office_Products,30614,7785,1024,4096,Seq_PerQuery,sequential,per_query,1,674351,432254,242097,0.640993,1.8788,0.117424,114.20,6663499923.89 +amazon_Office_Products,30614,7785,1024,4096,Seq_Batch1,sequential,per_query,1,674351,432254,242097,0.640993,1.8788,0.117424,110.18,6663499923.89 +amazon_Office_Products,30614,7785,1024,4096,CoAcc_PerQuery,coaccess_compact,per_query,1,674351,660588,13763,0.979591,8.8115,0.550720,56.94,6663499923.89 +amazon_Office_Products,30614,7785,1024,4096,CoAcc_Batch1,coaccess_compact,per_query,1,674351,660588,13763,0.979591,8.8115,0.550720,52.81,6663499923.89 +amazon_Office_Products,30614,7785,1024,4096,Freq_PerQuery,freqsorted,per_query,1,674351,603022,71329,0.894226,2.9761,0.186008,76.75,6663499923.89 +amazon_Office_Products,30614,7785,1024,4096,Freq_Batch1,freqsorted,per_query,1,674351,603022,71329,0.894226,2.9761,0.186008,76.27,6663499923.89 +amazon_Office_Products,30614,7785,1024,4096,Tier_PerQuery,twotier,per_query,1,674351,632814,41537,0.938404,5.1964,0.324777,65.80,6663499923.89 +amazon_Office_Products,30614,7785,1024,4096,Tier_Batch1,twotier,per_query,1,674351,632814,41537,0.938404,5.1964,0.324777,67.09,6663499923.89 +amazon_Office_Products,30614,7785,1024,4096,Rand_PerQuery,random,per_query,1,674351,429838,244513,0.637410,1.8732,0.117073,109.34,6663499923.89 +amazon_Office_Products,30614,7785,1024,4096,MaxEmbed_PerQuery,maxembed,per_query,1,674351,658390,15961,0.976331,8.5388,0.533676,55.36,6663499923.89 +amazon_Office_Products,30614,7785,1024,4096,SeedExp_PerQuery,seed_expand,per_query,1,674351,660324,14027,0.979199,9.2737,0.579605,50.91,6663499923.89 +amazon_Office_Products,30614,7785,1024,4096,LabelProp_PerQuery,label_prop,per_query,1,674351,643701,30650,0.954549,6.2848,0.392800,56.76,6663499923.89 +amazon_Office_Products,30614,7785,1024,4096,Agglom_PerQuery,agglomerative,per_query,1,674351,658552,15799,0.976572,8.6880,0.542997,53.19,6663499923.89 +amazon_Office_Products,30614,7785,1024,4096,FreqSeed_PerQuery,freq_seed_grow,per_query,1,674351,660350,14001,0.979238,9.2751,0.579695,58.54,6663499923.89 +amazon_Office_Products,30614,7785,1024,4096,A2_SE_SmartTail,seedexp_smarttail,per_query,1,674351,660319,14032,0.979192,9.2712,0.579448,50.09,6663499923.89 +amazon_Office_Products,30614,7785,1024,4096,A3_UASE_OldTail,uase_oldtail,per_query,1,674351,658868,15483,0.977040,8.8176,0.551100,53.44,6663499923.89 +amazon_Office_Products,30614,7785,1024,4096,A4_UASE_Full,uase_full,per_query,1,674351,658877,15474,0.977053,8.8180,0.551122,52.83,6663499923.89 +amazon_Office_Products,30614,7785,1024,4096,SeedExp_Reorder128,seed_expand,reorder_128,128,674351,658308,16043,0.976210,9.0973,0.568581,315.66,6663500145.19 +amazon_Office_Products,30614,7785,1024,4096,SeedExp_Pinned,seed_expand,per_query_pinned,1,674351,660329,14022,0.979207,9.2713,0.579455,51.92,6663499923.89 +amazon_Office_Products,30614,7785,1024,4096,MaxEmbed_Orig_PQ,maxembed_original,per_query,1,674351,660408,13943,0.979324,9.4757,0.592233,52.07,6663499923.89 diff --git a/f1_ablation/criteo_kaggle/mode9/criteo_kaggle_mode9_20260501_012351_run2.log b/f1_ablation/criteo_kaggle/mode9/criteo_kaggle_mode9_20260501_012351_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..39a6be5124928ff4ed504aca2052f54657724074 --- /dev/null +++ b/f1_ablation/criteo_kaggle/mode9/criteo_kaggle_mode9_20260501_012351_run2.log @@ -0,0 +1,3 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +mmap dax: Bad file descriptor diff --git a/f1_ablation/criteo_kaggle/mode9/criteo_kaggle_mode9_20260501_012351_run3.log b/f1_ablation/criteo_kaggle/mode9/criteo_kaggle_mode9_20260501_012351_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..39a6be5124928ff4ed504aca2052f54657724074 --- /dev/null +++ b/f1_ablation/criteo_kaggle/mode9/criteo_kaggle_mode9_20260501_012351_run3.log @@ -0,0 +1,3 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +mmap dax: Bad file descriptor diff --git a/f1_ablation/criteo_kaggle/mode9/criteo_kaggle_mode9_20260501_012351_run4.log b/f1_ablation/criteo_kaggle/mode9/criteo_kaggle_mode9_20260501_012351_run4.log new file mode 100644 index 0000000000000000000000000000000000000000..39a6be5124928ff4ed504aca2052f54657724074 --- /dev/null +++ b/f1_ablation/criteo_kaggle/mode9/criteo_kaggle_mode9_20260501_012351_run4.log @@ -0,0 +1,3 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +mmap dax: Bad file descriptor diff --git a/f1_ablation/criteo_kaggle/mode9/criteo_kaggle_mode9_20260501_012351_run5.log b/f1_ablation/criteo_kaggle/mode9/criteo_kaggle_mode9_20260501_012351_run5.log new file mode 100644 index 0000000000000000000000000000000000000000..39a6be5124928ff4ed504aca2052f54657724074 --- /dev/null +++ b/f1_ablation/criteo_kaggle/mode9/criteo_kaggle_mode9_20260501_012351_run5.log @@ -0,0 +1,3 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +mmap dax: Bad file descriptor diff --git a/mode16_ablation/alibaba_ifashion/DONE.marker b/mode16_ablation/alibaba_ifashion/DONE.marker new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/mode16_ablation/alibaba_ifashion/mode13/alibaba_ifashion_mode13_20260501_034534.csv b/mode16_ablation/alibaba_ifashion/mode13/alibaba_ifashion_mode13_20260501_034534.csv new file mode 100644 index 0000000000000000000000000000000000000000..016c3769683ec413c965c8019a43aab3d9bcc600 --- /dev/null +++ b/mode16_ablation/alibaba_ifashion/mode13/alibaba_ifashion_mode13_20260501_034534.csv @@ -0,0 +1,6 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,K_thr,R_thr,bufsz_mb,l0_pages,hot_pct,cold_pct +1,18.2116,28.8,226841,4262659,3778,2000,10,1,24,614,0.10,0.30 +2,18.1547,28.8,226841,4262659,3778,2000,10,1,24,614,0.10,0.30 +3,18.3234,28.4,225546,4264004,3728,2000,10,1,24,614,0.10,0.30 +4,18.2997,28.8,226795,4262689,3794,2000,10,1,24,614,0.10,0.30 +5,18.1451,28.4,225609,4263890,3779,2000,10,1,24,614,0.10,0.30 diff --git a/mode16_ablation/alibaba_ifashion/mode13/alibaba_ifashion_mode13_20260501_034534_run1.log b/mode16_ablation/alibaba_ifashion/mode13/alibaba_ifashion_mode13_20260501_034534_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..076af6ead7756b95fd9a3b5801df0ffb1a370b51 --- /dev/null +++ b/mode16_ablation/alibaba_ifashion/mode13/alibaba_ifashion_mode13_20260501_034534_run1.log @@ -0,0 +1,33 @@ +Mode: DPR-EWMA-L0FIX | Trace: ali_trace.csv | Layout: ali_se_remap.json +Tables: 1 | Pages: 136024 (531.3 MB) +dax mmap: 6144 MB +Mode 13 DPR-EWMA-L0FIX: theta*=0.928 (Mode 9 + L0-hit ewma update) +EWMA state: 136024 pages (0.5 MB) +Warm-up: first 100 batches route all to MEM +L0 buffer: 614 pages (2 MB) | policy=lfu | K_thr=10 R_thr=1 +B 0: pg=2180 mem=2180(h=591,m=1589) io=0 l0=0 | 148.3ms avg=148.3ms +B 100: pg=2221 mem=2(h=2,m=0) io=2219 l0=0 | 11.1ms avg=149.4ms +B 200: pg=2196 mem=3(h=3,m=0) io=2191 l0=2 | 11.0ms avg=80.6ms +B 300: pg=2279 mem=3(h=3,m=0) io=2274 l0=2 | 11.4ms avg=57.6ms +B 400: pg=2337 mem=2(h=2,m=0) io=2334 l0=1 | 11.7ms avg=46.0ms +B 500: pg=2289 mem=3(h=3,m=0) io=2286 l0=0 | 11.4ms avg=39.0ms +B 600: pg=2232 mem=3(h=3,m=0) io=2227 l0=2 | 11.2ms avg=34.4ms +B 700: pg=2368 mem=3(h=3,m=0) io=2364 l0=1 | 11.8ms avg=31.1ms +B 800: pg=2246 mem=3(h=3,m=0) io=2241 l0=2 | 11.2ms avg=28.6ms +B 900: pg=2325 mem=3(h=3,m=0) io=2321 l0=1 | 11.6ms avg=26.7ms +B1000: pg=2254 mem=3(h=3,m=0) io=2251 l0=0 | 11.3ms avg=25.1ms +B1100: pg=2262 mem=3(h=3,m=0) io=2259 l0=0 | 11.3ms avg=23.9ms +B1200: pg=2353 mem=3(h=3,m=0) io=2348 l0=2 | 11.8ms avg=22.8ms +B1300: pg=2199 mem=3(h=3,m=0) io=2194 l0=2 | 11.0ms avg=21.9ms +B1400: pg=2243 mem=1(h=1,m=0) io=2240 l0=2 | 11.2ms avg=21.2ms +B1500: pg=2283 mem=2(h=2,m=0) io=2280 l0=1 | 11.4ms avg=20.5ms +B1600: pg=2248 mem=2(h=2,m=0) io=2245 l0=1 | 11.2ms avg=19.9ms +B1700: pg=2331 mem=3(h=3,m=0) io=2326 l0=2 | 11.6ms avg=19.4ms +B1800: pg=2212 mem=3(h=3,m=0) io=2207 l0=2 | 11.0ms avg=19.0ms +B1900: pg=2292 mem=2(h=2,m=0) io=2285 l0=5 | 11.4ms avg=18.6ms + +=== DPR-EWMA-L0FIX (L0=lfu) === +Batches: 2000 | Avg: 18.2116 ms/batch +MEM: 226841 (hit=65371 miss=161470 rate=28.8%) +IO: 4262659 | L0: 3778 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/alibaba_ifashion/mode13/alibaba_ifashion_mode13_20260501_034534_run2.log b/mode16_ablation/alibaba_ifashion/mode13/alibaba_ifashion_mode13_20260501_034534_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..8ff5310bec95b6b874aa6c67e70a55dc55f0e6f1 --- /dev/null +++ b/mode16_ablation/alibaba_ifashion/mode13/alibaba_ifashion_mode13_20260501_034534_run2.log @@ -0,0 +1,33 @@ +Mode: DPR-EWMA-L0FIX | Trace: ali_trace.csv | Layout: ali_se_remap.json +Tables: 1 | Pages: 136024 (531.3 MB) +dax mmap: 6144 MB +Mode 13 DPR-EWMA-L0FIX: theta*=0.928 (Mode 9 + L0-hit ewma update) +EWMA state: 136024 pages (0.5 MB) +Warm-up: first 100 batches route all to MEM +L0 buffer: 614 pages (2 MB) | policy=lfu | K_thr=10 R_thr=1 +B 0: pg=2180 mem=2180(h=591,m=1589) io=0 l0=0 | 148.4ms avg=148.4ms +B 100: pg=2221 mem=2(h=2,m=0) io=2219 l0=0 | 11.1ms avg=148.3ms +B 200: pg=2196 mem=3(h=3,m=0) io=2191 l0=2 | 11.0ms avg=80.1ms +B 300: pg=2279 mem=3(h=3,m=0) io=2274 l0=2 | 11.4ms avg=57.2ms +B 400: pg=2337 mem=2(h=2,m=0) io=2334 l0=1 | 11.7ms avg=45.7ms +B 500: pg=2289 mem=3(h=3,m=0) io=2286 l0=0 | 11.4ms avg=38.8ms +B 600: pg=2232 mem=3(h=3,m=0) io=2227 l0=2 | 11.2ms avg=34.2ms +B 700: pg=2368 mem=3(h=3,m=0) io=2364 l0=1 | 11.8ms avg=30.9ms +B 800: pg=2246 mem=3(h=3,m=0) io=2241 l0=2 | 11.2ms avg=28.5ms +B 900: pg=2325 mem=3(h=3,m=0) io=2321 l0=1 | 11.6ms avg=26.6ms +B1000: pg=2254 mem=3(h=3,m=0) io=2251 l0=0 | 11.3ms avg=25.0ms +B1100: pg=2262 mem=3(h=3,m=0) io=2259 l0=0 | 11.3ms avg=23.8ms +B1200: pg=2353 mem=3(h=3,m=0) io=2348 l0=2 | 11.8ms avg=22.7ms +B1300: pg=2199 mem=3(h=3,m=0) io=2194 l0=2 | 11.0ms avg=21.8ms +B1400: pg=2243 mem=1(h=1,m=0) io=2240 l0=2 | 11.2ms avg=21.1ms +B1500: pg=2283 mem=2(h=2,m=0) io=2280 l0=1 | 11.4ms avg=20.4ms +B1600: pg=2248 mem=2(h=2,m=0) io=2245 l0=1 | 11.2ms avg=19.9ms +B1700: pg=2331 mem=3(h=3,m=0) io=2326 l0=2 | 11.6ms avg=19.4ms +B1800: pg=2212 mem=3(h=3,m=0) io=2207 l0=2 | 11.0ms avg=18.9ms +B1900: pg=2292 mem=2(h=2,m=0) io=2285 l0=5 | 11.4ms avg=18.5ms + +=== DPR-EWMA-L0FIX (L0=lfu) === +Batches: 2000 | Avg: 18.1547 ms/batch +MEM: 226841 (hit=65380 miss=161461 rate=28.8%) +IO: 4262659 | L0: 3778 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/alibaba_ifashion/mode13/alibaba_ifashion_mode13_20260501_034534_run3.log b/mode16_ablation/alibaba_ifashion/mode13/alibaba_ifashion_mode13_20260501_034534_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..8d151134276e5e851c74bef3e4c4b58a2ddf0537 --- /dev/null +++ b/mode16_ablation/alibaba_ifashion/mode13/alibaba_ifashion_mode13_20260501_034534_run3.log @@ -0,0 +1,33 @@ +Mode: DPR-EWMA-L0FIX | Trace: ali_trace.csv | Layout: ali_se_remap.json +Tables: 1 | Pages: 136024 (531.3 MB) +dax mmap: 6144 MB +Mode 13 DPR-EWMA-L0FIX: theta*=0.928 (Mode 9 + L0-hit ewma update) +EWMA state: 136024 pages (0.5 MB) +Warm-up: first 100 batches route all to MEM +L0 buffer: 614 pages (2 MB) | policy=lfu | K_thr=10 R_thr=1 +B 0: pg=2180 mem=2180(h=591,m=1589) io=0 l0=0 | 146.3ms avg=146.3ms +B 100: pg=2221 mem=2(h=2,m=0) io=2219 l0=0 | 11.1ms avg=151.5ms +B 200: pg=2196 mem=3(h=3,m=0) io=2191 l0=2 | 11.0ms avg=81.7ms +B 300: pg=2279 mem=3(h=3,m=0) io=2274 l0=2 | 11.4ms avg=58.3ms +B 400: pg=2337 mem=2(h=2,m=0) io=2334 l0=1 | 11.7ms avg=46.5ms +B 500: pg=2289 mem=3(h=3,m=0) io=2286 l0=0 | 11.4ms avg=39.5ms +B 600: pg=2232 mem=3(h=3,m=0) io=2227 l0=2 | 11.2ms avg=34.8ms +B 700: pg=2368 mem=2(h=2,m=0) io=2365 l0=1 | 11.8ms avg=31.4ms +B 800: pg=2246 mem=2(h=2,m=0) io=2243 l0=1 | 11.2ms avg=28.9ms +B 900: pg=2325 mem=2(h=2,m=0) io=2322 l0=1 | 11.6ms avg=26.9ms +B1000: pg=2254 mem=2(h=2,m=0) io=2250 l0=2 | 11.3ms avg=25.4ms +B1100: pg=2262 mem=2(h=2,m=0) io=2259 l0=1 | 11.3ms avg=24.1ms +B1200: pg=2353 mem=2(h=2,m=0) io=2348 l0=3 | 11.8ms avg=23.0ms +B1300: pg=2199 mem=2(h=2,m=0) io=2193 l0=4 | 11.0ms avg=22.1ms +B1400: pg=2243 mem=0(h=0,m=0) io=2242 l0=1 | 11.2ms avg=21.3ms +B1500: pg=2283 mem=1(h=1,m=0) io=2282 l0=0 | 11.4ms avg=20.7ms +B1600: pg=2248 mem=1(h=1,m=0) io=2247 l0=0 | 11.2ms avg=20.1ms +B1700: pg=2331 mem=2(h=2,m=0) io=2327 l0=2 | 11.6ms avg=19.6ms +B1800: pg=2212 mem=2(h=2,m=0) io=2207 l0=3 | 11.0ms avg=19.1ms +B1900: pg=2292 mem=1(h=1,m=0) io=2289 l0=2 | 11.5ms avg=18.7ms + +=== DPR-EWMA-L0FIX (L0=lfu) === +Batches: 2000 | Avg: 18.3234 ms/batch +MEM: 225546 (hit=64076 miss=161470 rate=28.4%) +IO: 4264004 | L0: 3728 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/alibaba_ifashion/mode13/alibaba_ifashion_mode13_20260501_034534_run4.log b/mode16_ablation/alibaba_ifashion/mode13/alibaba_ifashion_mode13_20260501_034534_run4.log new file mode 100644 index 0000000000000000000000000000000000000000..c4e867f5ec206a219e6b60a0bfc3c79a68107cf8 --- /dev/null +++ b/mode16_ablation/alibaba_ifashion/mode13/alibaba_ifashion_mode13_20260501_034534_run4.log @@ -0,0 +1,33 @@ +Mode: DPR-EWMA-L0FIX | Trace: ali_trace.csv | Layout: ali_se_remap.json +Tables: 1 | Pages: 136024 (531.3 MB) +dax mmap: 6144 MB +Mode 13 DPR-EWMA-L0FIX: theta*=0.928 (Mode 9 + L0-hit ewma update) +EWMA state: 136024 pages (0.5 MB) +Warm-up: first 100 batches route all to MEM +L0 buffer: 614 pages (2 MB) | policy=lfu | K_thr=10 R_thr=1 +B 0: pg=2180 mem=2180(h=591,m=1589) io=0 l0=0 | 146.3ms avg=146.3ms +B 100: pg=2221 mem=2(h=2,m=0) io=2219 l0=0 | 11.1ms avg=151.1ms +B 200: pg=2196 mem=3(h=3,m=0) io=2191 l0=2 | 11.0ms avg=81.5ms +B 300: pg=2279 mem=3(h=3,m=0) io=2274 l0=2 | 11.4ms avg=58.2ms +B 400: pg=2337 mem=2(h=2,m=0) io=2334 l0=1 | 11.7ms avg=46.4ms +B 500: pg=2289 mem=3(h=3,m=0) io=2286 l0=0 | 11.4ms avg=39.4ms +B 600: pg=2232 mem=3(h=3,m=0) io=2227 l0=2 | 11.2ms avg=34.7ms +B 700: pg=2368 mem=3(h=3,m=0) io=2364 l0=1 | 11.8ms avg=31.4ms +B 800: pg=2246 mem=3(h=3,m=0) io=2241 l0=2 | 11.2ms avg=28.8ms +B 900: pg=2325 mem=3(h=3,m=0) io=2321 l0=1 | 11.6ms avg=26.9ms +B1000: pg=2254 mem=3(h=3,m=0) io=2251 l0=0 | 11.3ms avg=25.3ms +B1100: pg=2262 mem=3(h=3,m=0) io=2259 l0=0 | 11.3ms avg=24.0ms +B1200: pg=2353 mem=3(h=3,m=0) io=2348 l0=2 | 11.8ms avg=23.0ms +B1300: pg=2199 mem=3(h=3,m=0) io=2194 l0=2 | 11.0ms avg=22.1ms +B1400: pg=2243 mem=1(h=1,m=0) io=2240 l0=2 | 11.2ms avg=21.3ms +B1500: pg=2283 mem=2(h=2,m=0) io=2280 l0=1 | 11.4ms avg=20.6ms +B1600: pg=2248 mem=2(h=2,m=0) io=2245 l0=1 | 11.2ms avg=20.0ms +B1700: pg=2331 mem=3(h=3,m=0) io=2326 l0=2 | 11.6ms avg=19.5ms +B1800: pg=2212 mem=3(h=3,m=0) io=2207 l0=2 | 11.0ms avg=19.1ms +B1900: pg=2292 mem=2(h=2,m=0) io=2285 l0=5 | 11.4ms avg=18.7ms + +=== DPR-EWMA-L0FIX (L0=lfu) === +Batches: 2000 | Avg: 18.2997 ms/batch +MEM: 226795 (hit=65328 miss=161467 rate=28.8%) +IO: 4262689 | L0: 3794 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/alibaba_ifashion/mode13/alibaba_ifashion_mode13_20260501_034534_run5.log b/mode16_ablation/alibaba_ifashion/mode13/alibaba_ifashion_mode13_20260501_034534_run5.log new file mode 100644 index 0000000000000000000000000000000000000000..0bfd05b0f5f27dcfb17c25f2f7a98b9b83fc32fd --- /dev/null +++ b/mode16_ablation/alibaba_ifashion/mode13/alibaba_ifashion_mode13_20260501_034534_run5.log @@ -0,0 +1,33 @@ +Mode: DPR-EWMA-L0FIX | Trace: ali_trace.csv | Layout: ali_se_remap.json +Tables: 1 | Pages: 136024 (531.3 MB) +dax mmap: 6144 MB +Mode 13 DPR-EWMA-L0FIX: theta*=0.928 (Mode 9 + L0-hit ewma update) +EWMA state: 136024 pages (0.5 MB) +Warm-up: first 100 batches route all to MEM +L0 buffer: 614 pages (2 MB) | policy=lfu | K_thr=10 R_thr=1 +B 0: pg=2180 mem=2180(h=591,m=1589) io=0 l0=0 | 146.4ms avg=146.4ms +B 100: pg=2221 mem=2(h=2,m=0) io=2219 l0=0 | 11.1ms avg=148.0ms +B 200: pg=2196 mem=3(h=3,m=0) io=2191 l0=2 | 11.0ms avg=79.9ms +B 300: pg=2279 mem=3(h=3,m=0) io=2274 l0=2 | 11.4ms avg=57.1ms +B 400: pg=2337 mem=2(h=2,m=0) io=2334 l0=1 | 11.7ms avg=45.7ms +B 500: pg=2289 mem=3(h=3,m=0) io=2286 l0=0 | 11.4ms avg=38.8ms +B 600: pg=2232 mem=3(h=3,m=0) io=2227 l0=2 | 11.2ms avg=34.2ms +B 700: pg=2368 mem=3(h=2,m=1) io=2364 l0=1 | 11.8ms avg=30.9ms +B 800: pg=2246 mem=2(h=2,m=0) io=2243 l0=1 | 11.2ms avg=28.4ms +B 900: pg=2325 mem=2(h=2,m=0) io=2322 l0=1 | 11.6ms avg=26.5ms +B1000: pg=2254 mem=2(h=2,m=0) io=2250 l0=2 | 11.3ms avg=25.0ms +B1100: pg=2262 mem=2(h=2,m=0) io=2258 l0=2 | 11.3ms avg=23.8ms +B1200: pg=2353 mem=2(h=2,m=0) io=2351 l0=0 | 11.8ms avg=22.7ms +B1300: pg=2199 mem=2(h=2,m=0) io=2195 l0=2 | 11.0ms avg=21.8ms +B1400: pg=2243 mem=0(h=0,m=0) io=2242 l0=1 | 11.2ms avg=21.1ms +B1500: pg=2283 mem=1(h=1,m=0) io=2280 l0=2 | 11.4ms avg=20.4ms +B1600: pg=2248 mem=1(h=1,m=0) io=2245 l0=2 | 11.2ms avg=19.9ms +B1700: pg=2331 mem=2(h=2,m=0) io=2325 l0=4 | 11.6ms avg=19.3ms +B1800: pg=2212 mem=2(h=2,m=0) io=2210 l0=0 | 11.1ms avg=18.9ms +B1900: pg=2292 mem=1(h=1,m=0) io=2288 l0=3 | 11.4ms avg=18.5ms + +=== DPR-EWMA-L0FIX (L0=lfu) === +Batches: 2000 | Avg: 18.1451 ms/batch +MEM: 225609 (hit=64143 miss=161466 rate=28.4%) +IO: 4263890 | L0: 3779 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/alibaba_ifashion/mode16/alibaba_ifashion_mode16_20260501_034723.csv b/mode16_ablation/alibaba_ifashion/mode16/alibaba_ifashion_mode16_20260501_034723.csv new file mode 100644 index 0000000000000000000000000000000000000000..bd5cb545d813388299fec3dda1f68a945e371861 --- /dev/null +++ b/mode16_ablation/alibaba_ifashion/mode16/alibaba_ifashion_mode16_20260501_034723.csv @@ -0,0 +1,6 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,K_thr,R_thr,bufsz_mb,l0_pages,hot_pct,cold_pct +1,19.5537,80.9,2183941,2301732,7605,2000,10,1,24,614,0.10,0.30 +2,19.5146,80.9,2183941,2301732,7605,2000,10,1,24,614,0.10,0.30 +3,19.6111,80.9,2183941,2301732,7605,2000,10,1,24,614,0.10,0.30 +4,19.5190,80.9,2183941,2301732,7605,2000,10,1,24,614,0.10,0.30 +5,19.5356,80.9,2183941,2301732,7605,2000,10,1,24,614,0.10,0.30 diff --git a/mode16_ablation/alibaba_ifashion/mode16/alibaba_ifashion_mode16_20260501_034723_run1.log b/mode16_ablation/alibaba_ifashion/mode16/alibaba_ifashion_mode16_20260501_034723_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..de9f269e262135d6c3d3627f9964433cfd5a883c --- /dev/null +++ b/mode16_ablation/alibaba_ifashion/mode16/alibaba_ifashion_mode16_20260501_034723_run1.log @@ -0,0 +1,33 @@ +Mode: DPR-LFU-RANK | Trace: ali_trace.csv | Layout: ali_se_remap.json +Tables: 1 | Pages: 136024 (531.3 MB) +dax mmap: 6144 MB +Mode 16 DPR-LFU-RANK: rank_warmup=100 hot_pct=10.00% cold_pct=30.00% (R_thr=1 for middle) +Rank state: 136024 pages × 5B (0.6 MB transient,then 1B/page) +L0 buffer: 614 pages (2 MB) | policy=lfu | K_thr=10 R_thr=1 +B 0: pg=2180 mem=2180(h=591,m=1589) io=0 l0=0 | 146.9ms avg=146.9ms +Mode 16 classification at bid=100: 5817 hot / 29924 middle / 20507 cold (n_acc=56248) +B 100: pg=2221 mem=1044(h=550,m=494) io=1177 l0=0 | 45.8ms avg=148.4ms +B 200: pg=2196 mem=1023(h=898,m=125) io=1170 l0=3 | 11.8ms avg=81.8ms +B 300: pg=2279 mem=1092(h=957,m=135) io=1180 l0=7 | 12.7ms avg=58.7ms +B 400: pg=2337 mem=1070(h=927,m=143) io=1261 l0=6 | 13.5ms avg=47.2ms +B 500: pg=2289 mem=1145(h=989,m=156) io=1140 l0=4 | 14.6ms avg=40.3ms +B 600: pg=2232 mem=1038(h=906,m=132) io=1191 l0=3 | 12.6ms avg=35.7ms +B 700: pg=2368 mem=1070(h=942,m=128) io=1293 l0=5 | 12.1ms avg=32.4ms +B 800: pg=2246 mem=1029(h=906,m=123) io=1214 l0=3 | 11.5ms avg=29.9ms +B 900: pg=2325 mem=1046(h=909,m=137) io=1274 l0=5 | 12.9ms avg=28.0ms +B1000: pg=2254 mem=1117(h=985,m=132) io=1135 l0=2 | 12.5ms avg=26.4ms +B1100: pg=2262 mem=1031(h=890,m=141) io=1228 l0=3 | 13.3ms avg=25.2ms +B1200: pg=2353 mem=1102(h=962,m=140) io=1243 l0=8 | 13.1ms avg=24.1ms +B1300: pg=2199 mem=1034(h=913,m=121) io=1158 l0=7 | 11.4ms avg=23.2ms +B1400: pg=2243 mem=1045(h=912,m=133) io=1192 l0=6 | 12.6ms avg=22.5ms +B1500: pg=2283 mem=1072(h=916,m=156) io=1207 l0=4 | 14.6ms avg=21.8ms +B1600: pg=2248 mem=1104(h=960,m=144) io=1142 l0=2 | 13.6ms avg=21.3ms +B1700: pg=2331 mem=977(h=841,m=136) io=1350 l0=4 | 12.8ms avg=20.8ms +B1800: pg=2212 mem=1014(h=889,m=125) io=1192 l0=6 | 11.8ms avg=20.3ms +B1900: pg=2292 mem=1024(h=894,m=130) io=1262 l0=6 | 12.1ms avg=19.9ms + +=== DPR-LFU-RANK (L0=lfu) === +Batches: 2000 | Avg: 19.5537 ms/batch +MEM: 2183941 (hit=1766023 miss=417918 rate=80.9%) +IO: 2301732 | L0: 7605 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/alibaba_ifashion/mode16/alibaba_ifashion_mode16_20260501_034723_run2.log b/mode16_ablation/alibaba_ifashion/mode16/alibaba_ifashion_mode16_20260501_034723_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..593a4caee986401fa4a7b5f06d3afdda94aca9f1 --- /dev/null +++ b/mode16_ablation/alibaba_ifashion/mode16/alibaba_ifashion_mode16_20260501_034723_run2.log @@ -0,0 +1,33 @@ +Mode: DPR-LFU-RANK | Trace: ali_trace.csv | Layout: ali_se_remap.json +Tables: 1 | Pages: 136024 (531.3 MB) +dax mmap: 6144 MB +Mode 16 DPR-LFU-RANK: rank_warmup=100 hot_pct=10.00% cold_pct=30.00% (R_thr=1 for middle) +Rank state: 136024 pages × 5B (0.6 MB transient,then 1B/page) +L0 buffer: 614 pages (2 MB) | policy=lfu | K_thr=10 R_thr=1 +B 0: pg=2180 mem=2180(h=957,m=1223) io=0 l0=0 | 112.9ms avg=112.9ms +Mode 16 classification at bid=100: 5817 hot / 29924 middle / 20507 cold (n_acc=56248) +B 100: pg=2221 mem=1044(h=551,m=493) io=1177 l0=0 | 45.8ms avg=147.4ms +B 200: pg=2196 mem=1023(h=898,m=125) io=1170 l0=3 | 11.8ms avg=81.2ms +B 300: pg=2279 mem=1092(h=957,m=135) io=1180 l0=7 | 12.7ms avg=58.3ms +B 400: pg=2337 mem=1070(h=927,m=143) io=1261 l0=6 | 13.5ms avg=46.9ms +B 500: pg=2289 mem=1145(h=989,m=156) io=1140 l0=4 | 14.7ms avg=40.1ms +B 600: pg=2232 mem=1038(h=906,m=132) io=1191 l0=3 | 12.5ms avg=35.5ms +B 700: pg=2368 mem=1070(h=942,m=128) io=1293 l0=5 | 12.1ms avg=32.3ms +B 800: pg=2246 mem=1029(h=907,m=122) io=1214 l0=3 | 11.6ms avg=29.8ms +B 900: pg=2325 mem=1046(h=909,m=137) io=1274 l0=5 | 13.0ms avg=27.9ms +B1000: pg=2254 mem=1117(h=985,m=132) io=1135 l0=2 | 12.5ms avg=26.4ms +B1100: pg=2262 mem=1031(h=890,m=141) io=1228 l0=3 | 13.3ms avg=25.1ms +B1200: pg=2353 mem=1102(h=963,m=139) io=1243 l0=8 | 13.2ms avg=24.1ms +B1300: pg=2199 mem=1034(h=913,m=121) io=1158 l0=7 | 11.4ms avg=23.2ms +B1400: pg=2243 mem=1045(h=912,m=133) io=1192 l0=6 | 12.6ms avg=22.4ms +B1500: pg=2283 mem=1072(h=916,m=156) io=1207 l0=4 | 14.7ms avg=21.8ms +B1600: pg=2248 mem=1104(h=959,m=145) io=1142 l0=2 | 13.6ms avg=21.2ms +B1700: pg=2331 mem=977(h=842,m=135) io=1350 l0=4 | 12.7ms avg=20.7ms +B1800: pg=2212 mem=1014(h=889,m=125) io=1192 l0=6 | 11.8ms avg=20.3ms +B1900: pg=2292 mem=1024(h=895,m=129) io=1262 l0=6 | 12.2ms avg=19.9ms + +=== DPR-LFU-RANK (L0=lfu) === +Batches: 2000 | Avg: 19.5146 ms/batch +MEM: 2183941 (hit=1767152 miss=416789 rate=80.9%) +IO: 2301732 | L0: 7605 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/alibaba_ifashion/mode16/alibaba_ifashion_mode16_20260501_034723_run3.log b/mode16_ablation/alibaba_ifashion/mode16/alibaba_ifashion_mode16_20260501_034723_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..43aef1b0ee7dc8584a6a73e0da0b37fd7f98d4c8 --- /dev/null +++ b/mode16_ablation/alibaba_ifashion/mode16/alibaba_ifashion_mode16_20260501_034723_run3.log @@ -0,0 +1,33 @@ +Mode: DPR-LFU-RANK | Trace: ali_trace.csv | Layout: ali_se_remap.json +Tables: 1 | Pages: 136024 (531.3 MB) +dax mmap: 6144 MB +Mode 16 DPR-LFU-RANK: rank_warmup=100 hot_pct=10.00% cold_pct=30.00% (R_thr=1 for middle) +Rank state: 136024 pages × 5B (0.6 MB transient,then 1B/page) +L0 buffer: 614 pages (2 MB) | policy=lfu | K_thr=10 R_thr=1 +B 0: pg=2180 mem=2180(h=956,m=1224) io=0 l0=0 | 114.8ms avg=114.8ms +Mode 16 classification at bid=100: 5817 hot / 29924 middle / 20507 cold (n_acc=56248) +B 100: pg=2221 mem=1044(h=551,m=493) io=1177 l0=0 | 46.0ms avg=148.3ms +B 200: pg=2196 mem=1023(h=898,m=125) io=1170 l0=3 | 11.8ms avg=81.7ms +B 300: pg=2279 mem=1092(h=956,m=136) io=1180 l0=7 | 12.8ms avg=58.7ms +B 400: pg=2337 mem=1070(h=927,m=143) io=1261 l0=6 | 13.5ms avg=47.2ms +B 500: pg=2289 mem=1145(h=989,m=156) io=1140 l0=4 | 14.7ms avg=40.3ms +B 600: pg=2232 mem=1038(h=906,m=132) io=1191 l0=3 | 12.5ms avg=35.7ms +B 700: pg=2368 mem=1070(h=942,m=128) io=1293 l0=5 | 12.1ms avg=32.4ms +B 800: pg=2246 mem=1029(h=907,m=122) io=1214 l0=3 | 11.6ms avg=30.0ms +B 900: pg=2325 mem=1046(h=909,m=137) io=1274 l0=5 | 12.9ms avg=28.0ms +B1000: pg=2254 mem=1117(h=985,m=132) io=1135 l0=2 | 12.5ms avg=26.5ms +B1100: pg=2262 mem=1031(h=890,m=141) io=1228 l0=3 | 13.3ms avg=25.2ms +B1200: pg=2353 mem=1102(h=963,m=139) io=1243 l0=8 | 13.1ms avg=24.2ms +B1300: pg=2199 mem=1034(h=913,m=121) io=1158 l0=7 | 11.4ms avg=23.3ms +B1400: pg=2243 mem=1045(h=912,m=133) io=1192 l0=6 | 12.6ms avg=22.5ms +B1500: pg=2283 mem=1072(h=916,m=156) io=1207 l0=4 | 15.4ms avg=21.9ms +B1600: pg=2248 mem=1104(h=960,m=144) io=1142 l0=2 | 13.6ms avg=21.3ms +B1700: pg=2331 mem=977(h=842,m=135) io=1350 l0=4 | 12.8ms avg=20.8ms +B1800: pg=2212 mem=1014(h=889,m=125) io=1192 l0=6 | 11.9ms avg=20.4ms +B1900: pg=2292 mem=1024(h=895,m=129) io=1262 l0=6 | 12.2ms avg=20.0ms + +=== DPR-LFU-RANK (L0=lfu) === +Batches: 2000 | Avg: 19.6111 ms/batch +MEM: 2183941 (hit=1767184 miss=416757 rate=80.9%) +IO: 2301732 | L0: 7605 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/alibaba_ifashion/mode16/alibaba_ifashion_mode16_20260501_034723_run4.log b/mode16_ablation/alibaba_ifashion/mode16/alibaba_ifashion_mode16_20260501_034723_run4.log new file mode 100644 index 0000000000000000000000000000000000000000..2a2facb00239b0791217dd58537dc476d106ef0f --- /dev/null +++ b/mode16_ablation/alibaba_ifashion/mode16/alibaba_ifashion_mode16_20260501_034723_run4.log @@ -0,0 +1,33 @@ +Mode: DPR-LFU-RANK | Trace: ali_trace.csv | Layout: ali_se_remap.json +Tables: 1 | Pages: 136024 (531.3 MB) +dax mmap: 6144 MB +Mode 16 DPR-LFU-RANK: rank_warmup=100 hot_pct=10.00% cold_pct=30.00% (R_thr=1 for middle) +Rank state: 136024 pages × 5B (0.6 MB transient,then 1B/page) +L0 buffer: 614 pages (2 MB) | policy=lfu | K_thr=10 R_thr=1 +B 0: pg=2180 mem=2180(h=957,m=1223) io=0 l0=0 | 113.1ms avg=113.1ms +Mode 16 classification at bid=100: 5817 hot / 29924 middle / 20507 cold (n_acc=56248) +B 100: pg=2221 mem=1044(h=551,m=493) io=1177 l0=0 | 45.8ms avg=147.5ms +B 200: pg=2196 mem=1023(h=900,m=123) io=1170 l0=3 | 11.6ms avg=81.3ms +B 300: pg=2279 mem=1092(h=957,m=135) io=1180 l0=7 | 12.7ms avg=58.4ms +B 400: pg=2337 mem=1070(h=927,m=143) io=1261 l0=6 | 13.6ms avg=47.0ms +B 500: pg=2289 mem=1145(h=989,m=156) io=1140 l0=4 | 14.7ms avg=40.1ms +B 600: pg=2232 mem=1038(h=905,m=133) io=1191 l0=3 | 12.5ms avg=35.5ms +B 700: pg=2368 mem=1070(h=942,m=128) io=1293 l0=5 | 12.1ms avg=32.3ms +B 800: pg=2246 mem=1029(h=907,m=122) io=1214 l0=3 | 11.5ms avg=29.8ms +B 900: pg=2325 mem=1046(h=909,m=137) io=1274 l0=5 | 12.9ms avg=27.9ms +B1000: pg=2254 mem=1117(h=985,m=132) io=1135 l0=2 | 12.5ms avg=26.4ms +B1100: pg=2262 mem=1031(h=890,m=141) io=1228 l0=3 | 13.3ms avg=25.1ms +B1200: pg=2353 mem=1102(h=963,m=139) io=1243 l0=8 | 13.1ms avg=24.1ms +B1300: pg=2199 mem=1034(h=912,m=122) io=1158 l0=7 | 11.4ms avg=23.2ms +B1400: pg=2243 mem=1045(h=912,m=133) io=1192 l0=6 | 12.5ms avg=22.4ms +B1500: pg=2283 mem=1072(h=916,m=156) io=1207 l0=4 | 14.7ms avg=21.8ms +B1600: pg=2248 mem=1104(h=960,m=144) io=1142 l0=2 | 13.6ms avg=21.2ms +B1700: pg=2331 mem=977(h=842,m=135) io=1350 l0=4 | 12.7ms avg=20.7ms +B1800: pg=2212 mem=1014(h=889,m=125) io=1192 l0=6 | 11.8ms avg=20.3ms +B1900: pg=2292 mem=1024(h=895,m=129) io=1262 l0=6 | 12.2ms avg=19.9ms + +=== DPR-LFU-RANK (L0=lfu) === +Batches: 2000 | Avg: 19.5190 ms/batch +MEM: 2183941 (hit=1767163 miss=416778 rate=80.9%) +IO: 2301732 | L0: 7605 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/alibaba_ifashion/mode16/alibaba_ifashion_mode16_20260501_034723_run5.log b/mode16_ablation/alibaba_ifashion/mode16/alibaba_ifashion_mode16_20260501_034723_run5.log new file mode 100644 index 0000000000000000000000000000000000000000..f2a2d7fdb361b36bcaa8df4ee47c04d63383d8a6 --- /dev/null +++ b/mode16_ablation/alibaba_ifashion/mode16/alibaba_ifashion_mode16_20260501_034723_run5.log @@ -0,0 +1,33 @@ +Mode: DPR-LFU-RANK | Trace: ali_trace.csv | Layout: ali_se_remap.json +Tables: 1 | Pages: 136024 (531.3 MB) +dax mmap: 6144 MB +Mode 16 DPR-LFU-RANK: rank_warmup=100 hot_pct=10.00% cold_pct=30.00% (R_thr=1 for middle) +Rank state: 136024 pages × 5B (0.6 MB transient,then 1B/page) +L0 buffer: 614 pages (2 MB) | policy=lfu | K_thr=10 R_thr=1 +B 0: pg=2180 mem=2180(h=956,m=1224) io=0 l0=0 | 113.2ms avg=113.2ms +Mode 16 classification at bid=100: 5817 hot / 29924 middle / 20507 cold (n_acc=56248) +B 100: pg=2221 mem=1044(h=551,m=493) io=1177 l0=0 | 45.8ms avg=147.5ms +B 200: pg=2196 mem=1023(h=898,m=125) io=1170 l0=3 | 11.8ms avg=81.3ms +B 300: pg=2279 mem=1092(h=957,m=135) io=1180 l0=7 | 12.7ms avg=58.4ms +B 400: pg=2337 mem=1070(h=927,m=143) io=1261 l0=6 | 13.5ms avg=47.0ms +B 500: pg=2289 mem=1145(h=989,m=156) io=1140 l0=4 | 14.7ms avg=40.2ms +B 600: pg=2232 mem=1038(h=906,m=132) io=1191 l0=3 | 12.5ms avg=35.5ms +B 700: pg=2368 mem=1070(h=942,m=128) io=1293 l0=5 | 12.1ms avg=32.3ms +B 800: pg=2246 mem=1029(h=907,m=122) io=1214 l0=3 | 11.5ms avg=29.9ms +B 900: pg=2325 mem=1046(h=909,m=137) io=1274 l0=5 | 12.9ms avg=27.9ms +B1000: pg=2254 mem=1117(h=985,m=132) io=1135 l0=2 | 12.5ms avg=26.4ms +B1100: pg=2262 mem=1031(h=890,m=141) io=1228 l0=3 | 13.3ms avg=25.1ms +B1200: pg=2353 mem=1102(h=963,m=139) io=1243 l0=8 | 13.2ms avg=24.1ms +B1300: pg=2199 mem=1034(h=913,m=121) io=1158 l0=7 | 11.4ms avg=23.2ms +B1400: pg=2243 mem=1045(h=912,m=133) io=1192 l0=6 | 12.6ms avg=22.5ms +B1500: pg=2283 mem=1072(h=916,m=156) io=1207 l0=4 | 14.7ms avg=21.8ms +B1600: pg=2248 mem=1104(h=960,m=144) io=1142 l0=2 | 13.6ms avg=21.2ms +B1700: pg=2331 mem=977(h=842,m=135) io=1350 l0=4 | 12.7ms avg=20.7ms +B1800: pg=2212 mem=1014(h=889,m=125) io=1192 l0=6 | 11.8ms avg=20.3ms +B1900: pg=2292 mem=1024(h=894,m=130) io=1262 l0=6 | 12.3ms avg=19.9ms + +=== DPR-LFU-RANK (L0=lfu) === +Batches: 2000 | Avg: 19.5356 ms/batch +MEM: 2183941 (hit=1767177 miss=416764 rate=80.9%) +IO: 2301732 | L0: 7605 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/alibaba_ifashion/mode2/alibaba_ifashion_mode2_20260501_034309.csv b/mode16_ablation/alibaba_ifashion/mode2/alibaba_ifashion_mode2_20260501_034309.csv new file mode 100644 index 0000000000000000000000000000000000000000..c2c777978fee8fb8f96c8c68a4298abf88a17ba6 --- /dev/null +++ b/mode16_ablation/alibaba_ifashion/mode2/alibaba_ifashion_mode2_20260501_034309.csv @@ -0,0 +1,6 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,K_thr,R_thr,bufsz_mb,l0_pages,hot_pct,cold_pct +1,1.2727,6.4,14908,4444769,33601,2000,10,1,24,614,0.10,0.30 +2,1.2579,17.3,14908,4444769,33601,2000,10,1,24,614,0.10,0.30 +3,1.2371,17.3,14908,4444769,33601,2000,10,1,24,614,0.10,0.30 +4,1.2284,17.3,14908,4444769,33601,2000,10,1,24,614,0.10,0.30 +5,1.2678,17.3,14908,4444769,33601,2000,10,1,24,614,0.10,0.30 diff --git a/mode16_ablation/alibaba_ifashion/mode2/alibaba_ifashion_mode2_20260501_034309_run1.log b/mode16_ablation/alibaba_ifashion/mode2/alibaba_ifashion_mode2_20260501_034309_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..f03f5d22a7a52f1ad532f674723410c13ee8d556 --- /dev/null +++ b/mode16_ablation/alibaba_ifashion/mode2/alibaba_ifashion_mode2_20260501_034309_run1.log @@ -0,0 +1,30 @@ +Mode: E+L0 | Trace: ali_trace.csv | Layout: ali_se_remap.json +Tables: 1 | Pages: 136024 (531.3 MB) +dax mmap: 6144 MB +L0 buffer: 614 pages (2 MB) | policy=lfu | K_thr=10 R_thr=1 +B 0: pg=2180 mem=12(h=0,m=12) io=2168 l0=0 | 1.8ms avg=1.8ms +B 100: pg=2221 mem=9(h=0,m=9) io=2195 l0=17 | 1.4ms avg=1.4ms +B 200: pg=2196 mem=9(h=0,m=9) io=2176 l0=11 | 1.3ms avg=1.3ms +B 300: pg=2279 mem=7(h=0,m=7) io=2258 l0=14 | 1.2ms avg=1.3ms +B 400: pg=2337 mem=6(h=0,m=6) io=2304 l0=27 | 1.3ms avg=1.3ms +B 500: pg=2289 mem=9(h=2,m=7) io=2263 l0=17 | 1.2ms avg=1.3ms +B 600: pg=2232 mem=8(h=2,m=6) io=2204 l0=20 | 1.2ms avg=1.3ms +B 700: pg=2368 mem=7(h=0,m=7) io=2345 l0=16 | 1.2ms avg=1.3ms +B 800: pg=2246 mem=4(h=0,m=4) io=2221 l0=21 | 1.2ms avg=1.3ms +B 900: pg=2325 mem=7(h=2,m=5) io=2303 l0=15 | 1.2ms avg=1.3ms +B1000: pg=2254 mem=7(h=0,m=7) io=2232 l0=15 | 1.2ms avg=1.3ms +B1100: pg=2262 mem=4(h=0,m=4) io=2238 l0=20 | 1.1ms avg=1.3ms +B1200: pg=2353 mem=10(h=2,m=8) io=2321 l0=22 | 1.3ms avg=1.3ms +B1300: pg=2199 mem=5(h=0,m=5) io=2180 l0=14 | 1.1ms avg=1.3ms +B1400: pg=2243 mem=9(h=0,m=9) io=2218 l0=16 | 1.4ms avg=1.3ms +B1500: pg=2283 mem=8(h=1,m=7) io=2255 l0=20 | 1.2ms avg=1.3ms +B1600: pg=2248 mem=5(h=0,m=5) io=2228 l0=15 | 1.2ms avg=1.3ms +B1700: pg=2331 mem=2(h=0,m=2) io=2316 l0=13 | 1.2ms avg=1.3ms +B1800: pg=2212 mem=8(h=0,m=8) io=2187 l0=17 | 1.3ms avg=1.3ms +B1900: pg=2292 mem=5(h=1,m=4) io=2266 l0=21 | 1.2ms avg=1.3ms + +=== E+L0 (L0=lfu) === +Batches: 2000 | Avg: 1.2727 ms/batch +MEM: 14908 (hit=953 miss=13955 rate=6.4%) +IO: 4444769 | L0: 33601 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/alibaba_ifashion/mode2/alibaba_ifashion_mode2_20260501_034309_run2.log b/mode16_ablation/alibaba_ifashion/mode2/alibaba_ifashion_mode2_20260501_034309_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..b070d631a883867412eefc234d155d8154342660 --- /dev/null +++ b/mode16_ablation/alibaba_ifashion/mode2/alibaba_ifashion_mode2_20260501_034309_run2.log @@ -0,0 +1,30 @@ +Mode: E+L0 | Trace: ali_trace.csv | Layout: ali_se_remap.json +Tables: 1 | Pages: 136024 (531.3 MB) +dax mmap: 6144 MB +L0 buffer: 614 pages (2 MB) | policy=lfu | K_thr=10 R_thr=1 +B 0: pg=2180 mem=12(h=0,m=12) io=2168 l0=0 | 1.8ms avg=1.8ms +B 100: pg=2221 mem=9(h=1,m=8) io=2195 l0=17 | 1.2ms avg=1.3ms +B 200: pg=2196 mem=9(h=4,m=5) io=2176 l0=11 | 1.1ms avg=1.3ms +B 300: pg=2279 mem=7(h=2,m=5) io=2258 l0=14 | 1.2ms avg=1.3ms +B 400: pg=2337 mem=6(h=1,m=5) io=2304 l0=27 | 1.2ms avg=1.3ms +B 500: pg=2289 mem=9(h=5,m=4) io=2263 l0=17 | 1.3ms avg=1.3ms +B 600: pg=2232 mem=8(h=3,m=5) io=2204 l0=20 | 1.2ms avg=1.3ms +B 700: pg=2368 mem=7(h=1,m=6) io=2345 l0=16 | 1.2ms avg=1.3ms +B 800: pg=2246 mem=4(h=1,m=3) io=2221 l0=21 | 1.1ms avg=1.3ms +B 900: pg=2325 mem=7(h=4,m=3) io=2303 l0=15 | 1.2ms avg=1.3ms +B1000: pg=2254 mem=7(h=3,m=4) io=2232 l0=15 | 1.2ms avg=1.3ms +B1100: pg=2262 mem=4(h=0,m=4) io=2238 l0=20 | 1.2ms avg=1.3ms +B1200: pg=2353 mem=10(h=2,m=8) io=2321 l0=22 | 1.3ms avg=1.3ms +B1300: pg=2199 mem=5(h=2,m=3) io=2180 l0=14 | 1.2ms avg=1.3ms +B1400: pg=2243 mem=9(h=1,m=8) io=2218 l0=16 | 1.3ms avg=1.3ms +B1500: pg=2283 mem=8(h=1,m=7) io=2255 l0=20 | 1.3ms avg=1.3ms +B1600: pg=2248 mem=5(h=0,m=5) io=2228 l0=15 | 1.2ms avg=1.3ms +B1700: pg=2331 mem=2(h=0,m=2) io=2316 l0=13 | 1.2ms avg=1.3ms +B1800: pg=2212 mem=8(h=0,m=8) io=2187 l0=17 | 1.3ms avg=1.3ms +B1900: pg=2292 mem=5(h=1,m=4) io=2266 l0=21 | 1.2ms avg=1.3ms + +=== E+L0 (L0=lfu) === +Batches: 2000 | Avg: 1.2579 ms/batch +MEM: 14908 (hit=2574 miss=12334 rate=17.3%) +IO: 4444769 | L0: 33601 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/alibaba_ifashion/mode2/alibaba_ifashion_mode2_20260501_034309_run3.log b/mode16_ablation/alibaba_ifashion/mode2/alibaba_ifashion_mode2_20260501_034309_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..fff2d697bd52d8940d66fbeb698fdb82fe946ce7 --- /dev/null +++ b/mode16_ablation/alibaba_ifashion/mode2/alibaba_ifashion_mode2_20260501_034309_run3.log @@ -0,0 +1,30 @@ +Mode: E+L0 | Trace: ali_trace.csv | Layout: ali_se_remap.json +Tables: 1 | Pages: 136024 (531.3 MB) +dax mmap: 6144 MB +L0 buffer: 614 pages (2 MB) | policy=lfu | K_thr=10 R_thr=1 +B 0: pg=2180 mem=12(h=0,m=12) io=2168 l0=0 | 1.8ms avg=1.8ms +B 100: pg=2221 mem=9(h=1,m=8) io=2195 l0=17 | 1.2ms avg=1.3ms +B 200: pg=2196 mem=9(h=4,m=5) io=2176 l0=11 | 1.1ms avg=1.3ms +B 300: pg=2279 mem=7(h=2,m=5) io=2258 l0=14 | 1.2ms avg=1.3ms +B 400: pg=2337 mem=6(h=1,m=5) io=2304 l0=27 | 1.2ms avg=1.3ms +B 500: pg=2289 mem=9(h=5,m=4) io=2263 l0=17 | 1.3ms avg=1.3ms +B 600: pg=2232 mem=8(h=3,m=5) io=2204 l0=20 | 1.2ms avg=1.3ms +B 700: pg=2368 mem=7(h=1,m=6) io=2345 l0=16 | 1.2ms avg=1.3ms +B 800: pg=2246 mem=4(h=1,m=3) io=2221 l0=21 | 1.2ms avg=1.3ms +B 900: pg=2325 mem=7(h=4,m=3) io=2303 l0=15 | 1.3ms avg=1.3ms +B1000: pg=2254 mem=7(h=3,m=4) io=2232 l0=15 | 1.2ms avg=1.2ms +B1100: pg=2262 mem=4(h=0,m=4) io=2238 l0=20 | 1.2ms avg=1.2ms +B1200: pg=2353 mem=10(h=2,m=8) io=2321 l0=22 | 1.2ms avg=1.3ms +B1300: pg=2199 mem=5(h=2,m=3) io=2180 l0=14 | 1.3ms avg=1.2ms +B1400: pg=2243 mem=9(h=1,m=8) io=2218 l0=16 | 1.3ms avg=1.2ms +B1500: pg=2283 mem=8(h=1,m=7) io=2255 l0=20 | 1.2ms avg=1.2ms +B1600: pg=2248 mem=5(h=0,m=5) io=2228 l0=15 | 1.2ms avg=1.2ms +B1700: pg=2331 mem=2(h=0,m=2) io=2316 l0=13 | 1.2ms avg=1.2ms +B1800: pg=2212 mem=8(h=0,m=8) io=2187 l0=17 | 1.2ms avg=1.2ms +B1900: pg=2292 mem=5(h=1,m=4) io=2266 l0=21 | 1.4ms avg=1.2ms + +=== E+L0 (L0=lfu) === +Batches: 2000 | Avg: 1.2371 ms/batch +MEM: 14908 (hit=2575 miss=12333 rate=17.3%) +IO: 4444769 | L0: 33601 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/alibaba_ifashion/mode2/alibaba_ifashion_mode2_20260501_034309_run4.log b/mode16_ablation/alibaba_ifashion/mode2/alibaba_ifashion_mode2_20260501_034309_run4.log new file mode 100644 index 0000000000000000000000000000000000000000..ccdafb24195b5ecc8cfaee757e816e51d76313dc --- /dev/null +++ b/mode16_ablation/alibaba_ifashion/mode2/alibaba_ifashion_mode2_20260501_034309_run4.log @@ -0,0 +1,30 @@ +Mode: E+L0 | Trace: ali_trace.csv | Layout: ali_se_remap.json +Tables: 1 | Pages: 136024 (531.3 MB) +dax mmap: 6144 MB +L0 buffer: 614 pages (2 MB) | policy=lfu | K_thr=10 R_thr=1 +B 0: pg=2180 mem=12(h=0,m=12) io=2168 l0=0 | 1.8ms avg=1.8ms +B 100: pg=2221 mem=9(h=1,m=8) io=2195 l0=17 | 1.2ms avg=1.3ms +B 200: pg=2196 mem=9(h=4,m=5) io=2176 l0=11 | 1.2ms avg=1.3ms +B 300: pg=2279 mem=7(h=2,m=5) io=2258 l0=14 | 1.2ms avg=1.3ms +B 400: pg=2337 mem=6(h=1,m=5) io=2304 l0=27 | 1.2ms avg=1.3ms +B 500: pg=2289 mem=9(h=5,m=4) io=2263 l0=17 | 1.2ms avg=1.3ms +B 600: pg=2232 mem=8(h=3,m=5) io=2204 l0=20 | 1.1ms avg=1.3ms +B 700: pg=2368 mem=7(h=1,m=6) io=2345 l0=16 | 1.2ms avg=1.2ms +B 800: pg=2246 mem=4(h=1,m=3) io=2221 l0=21 | 1.1ms avg=1.2ms +B 900: pg=2325 mem=7(h=4,m=3) io=2303 l0=15 | 1.2ms avg=1.2ms +B1000: pg=2254 mem=7(h=3,m=4) io=2232 l0=15 | 1.1ms avg=1.2ms +B1100: pg=2262 mem=4(h=0,m=4) io=2238 l0=20 | 1.2ms avg=1.2ms +B1200: pg=2353 mem=10(h=2,m=8) io=2321 l0=22 | 1.2ms avg=1.2ms +B1300: pg=2199 mem=5(h=2,m=3) io=2180 l0=14 | 1.1ms avg=1.2ms +B1400: pg=2243 mem=9(h=1,m=8) io=2218 l0=16 | 1.2ms avg=1.2ms +B1500: pg=2283 mem=8(h=1,m=7) io=2255 l0=20 | 1.2ms avg=1.2ms +B1600: pg=2248 mem=5(h=0,m=5) io=2228 l0=15 | 1.2ms avg=1.2ms +B1700: pg=2331 mem=2(h=0,m=2) io=2316 l0=13 | 1.2ms avg=1.2ms +B1800: pg=2212 mem=8(h=0,m=8) io=2187 l0=17 | 1.2ms avg=1.2ms +B1900: pg=2292 mem=5(h=1,m=4) io=2266 l0=21 | 1.3ms avg=1.2ms + +=== E+L0 (L0=lfu) === +Batches: 2000 | Avg: 1.2284 ms/batch +MEM: 14908 (hit=2574 miss=12334 rate=17.3%) +IO: 4444769 | L0: 33601 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/alibaba_ifashion/mode2/alibaba_ifashion_mode2_20260501_034309_run5.log b/mode16_ablation/alibaba_ifashion/mode2/alibaba_ifashion_mode2_20260501_034309_run5.log new file mode 100644 index 0000000000000000000000000000000000000000..e5c26d1dcf2e8f72fe0bc46bd0aca90181369029 --- /dev/null +++ b/mode16_ablation/alibaba_ifashion/mode2/alibaba_ifashion_mode2_20260501_034309_run5.log @@ -0,0 +1,30 @@ +Mode: E+L0 | Trace: ali_trace.csv | Layout: ali_se_remap.json +Tables: 1 | Pages: 136024 (531.3 MB) +dax mmap: 6144 MB +L0 buffer: 614 pages (2 MB) | policy=lfu | K_thr=10 R_thr=1 +B 0: pg=2180 mem=12(h=0,m=12) io=2168 l0=0 | 1.8ms avg=1.8ms +B 100: pg=2221 mem=9(h=1,m=8) io=2195 l0=17 | 1.2ms avg=1.3ms +B 200: pg=2196 mem=9(h=4,m=5) io=2176 l0=11 | 1.2ms avg=1.3ms +B 300: pg=2279 mem=7(h=2,m=5) io=2258 l0=14 | 1.2ms avg=1.3ms +B 400: pg=2337 mem=6(h=1,m=5) io=2304 l0=27 | 1.2ms avg=1.3ms +B 500: pg=2289 mem=9(h=5,m=4) io=2263 l0=17 | 1.2ms avg=1.3ms +B 600: pg=2232 mem=8(h=3,m=5) io=2204 l0=20 | 1.2ms avg=1.3ms +B 700: pg=2368 mem=7(h=1,m=6) io=2345 l0=16 | 1.3ms avg=1.3ms +B 800: pg=2246 mem=4(h=1,m=3) io=2221 l0=21 | 1.2ms avg=1.3ms +B 900: pg=2325 mem=7(h=4,m=3) io=2303 l0=15 | 1.2ms avg=1.3ms +B1000: pg=2254 mem=7(h=3,m=4) io=2232 l0=15 | 1.2ms avg=1.3ms +B1100: pg=2262 mem=4(h=0,m=4) io=2238 l0=20 | 1.2ms avg=1.3ms +B1200: pg=2353 mem=10(h=2,m=8) io=2321 l0=22 | 1.2ms avg=1.3ms +B1300: pg=2199 mem=5(h=2,m=3) io=2180 l0=14 | 1.2ms avg=1.3ms +B1400: pg=2243 mem=9(h=1,m=8) io=2218 l0=16 | 1.4ms avg=1.3ms +B1500: pg=2283 mem=8(h=0,m=8) io=2255 l0=20 | 1.2ms avg=1.3ms +B1600: pg=2248 mem=5(h=0,m=5) io=2228 l0=15 | 1.2ms avg=1.3ms +B1700: pg=2331 mem=2(h=0,m=2) io=2316 l0=13 | 1.3ms avg=1.3ms +B1800: pg=2212 mem=8(h=0,m=8) io=2187 l0=17 | 1.3ms avg=1.3ms +B1900: pg=2292 mem=5(h=1,m=4) io=2266 l0=21 | 1.2ms avg=1.3ms + +=== E+L0 (L0=lfu) === +Batches: 2000 | Avg: 1.2678 ms/batch +MEM: 14908 (hit=2574 miss=12334 rate=17.3%) +IO: 4444769 | L0: 33601 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/alibaba_ifashion/mode9/alibaba_ifashion_mode9_20260501_034350.csv b/mode16_ablation/alibaba_ifashion/mode9/alibaba_ifashion_mode9_20260501_034350.csv new file mode 100644 index 0000000000000000000000000000000000000000..40e83526476124fab226aa14eced4818e4f99d09 --- /dev/null +++ b/mode16_ablation/alibaba_ifashion/mode9/alibaba_ifashion_mode9_20260501_034350.csv @@ -0,0 +1,6 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,K_thr,R_thr,bufsz_mb,l0_pages,hot_pct,cold_pct +1,18.2956,27.7,225127,4264313,3838,2000,10,1,24,614,0.10,0.30 +2,18.1668,28.8,226841,4262659,3778,2000,10,1,24,614,0.10,0.30 +3,18.1495,28.6,226235,4263394,3649,2000,10,1,24,614,0.10,0.30 +4,18.1611,28.6,226046,4263467,3765,2000,10,1,24,614,0.10,0.30 +5,18.1453,28.8,226841,4262659,3778,2000,10,1,24,614,0.10,0.30 diff --git a/mode16_ablation/alibaba_ifashion/mode9/alibaba_ifashion_mode9_20260501_034350_run1.log b/mode16_ablation/alibaba_ifashion/mode9/alibaba_ifashion_mode9_20260501_034350_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..7d3959eebf28b002048fbd321cbdd8665b90718c --- /dev/null +++ b/mode16_ablation/alibaba_ifashion/mode9/alibaba_ifashion_mode9_20260501_034350_run1.log @@ -0,0 +1,34 @@ +Mode: DPR-EWMA-POLLUTION | Trace: ali_trace.csv | Layout: ali_se_remap.json +Tables: 1 | Pages: 136024 (531.3 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 136024 pages (0.5 MB) +L0 buffer: 614 pages (2 MB) | policy=lfu | K_thr=10 R_thr=1 +B 0: pg=2180 mem=2180(h=166,m=2014) io=0 l0=0 | 192.5ms avg=192.5ms +B 100: pg=2221 mem=2(h=2,m=0) io=2219 l0=0 | 11.1ms avg=151.0ms +B 200: pg=2196 mem=2(h=2,m=0) io=2192 l0=2 | 11.0ms avg=81.4ms +B 300: pg=2279 mem=2(h=2,m=0) io=2274 l0=3 | 11.4ms avg=58.1ms +B 400: pg=2337 mem=1(h=1,m=0) io=2331 l0=5 | 11.7ms avg=46.4ms +B 500: pg=2289 mem=2(h=2,m=0) io=2286 l0=1 | 11.4ms avg=39.4ms +B 600: pg=2232 mem=2(h=2,m=0) io=2226 l0=4 | 11.2ms avg=34.7ms +B 700: pg=2368 mem=2(h=2,m=0) io=2363 l0=3 | 11.8ms avg=31.3ms +B 800: pg=2246 mem=2(h=2,m=0) io=2240 l0=4 | 11.2ms avg=28.8ms +B 900: pg=2325 mem=2(h=2,m=0) io=2321 l0=2 | 11.6ms avg=26.9ms +B1000: pg=2254 mem=2(h=2,m=0) io=2248 l0=4 | 11.2ms avg=25.3ms +B1100: pg=2262 mem=2(h=2,m=0) io=2259 l0=1 | 11.3ms avg=24.0ms +B1200: pg=2353 mem=2(h=2,m=0) io=2350 l0=1 | 11.8ms avg=23.0ms +B1300: pg=2199 mem=2(h=2,m=0) io=2196 l0=1 | 11.0ms avg=22.1ms +B1400: pg=2243 mem=0(h=0,m=0) io=2241 l0=2 | 11.2ms avg=21.3ms +B1500: pg=2283 mem=1(h=1,m=0) io=2281 l0=1 | 11.4ms avg=20.6ms +B1600: pg=2248 mem=1(h=1,m=0) io=2246 l0=1 | 11.2ms avg=20.0ms +B1700: pg=2331 mem=2(h=2,m=0) io=2326 l0=3 | 11.6ms avg=19.5ms +B1800: pg=2212 mem=2(h=2,m=0) io=2207 l0=3 | 11.0ms avg=19.1ms +B1900: pg=2292 mem=1(h=1,m=0) io=2288 l0=3 | 11.4ms avg=18.7ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 2000 | Avg: 18.2956 ms/batch +MEM: 225127 (hit=62452 miss=162675 rate=27.7%) +IO: 4264313 | L0: 3838 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/alibaba_ifashion/mode9/alibaba_ifashion_mode9_20260501_034350_run2.log b/mode16_ablation/alibaba_ifashion/mode9/alibaba_ifashion_mode9_20260501_034350_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..7815c2fd07e8892e1ae512f9acba3f8463e144c3 --- /dev/null +++ b/mode16_ablation/alibaba_ifashion/mode9/alibaba_ifashion_mode9_20260501_034350_run2.log @@ -0,0 +1,34 @@ +Mode: DPR-EWMA-POLLUTION | Trace: ali_trace.csv | Layout: ali_se_remap.json +Tables: 1 | Pages: 136024 (531.3 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 136024 pages (0.5 MB) +L0 buffer: 614 pages (2 MB) | policy=lfu | K_thr=10 R_thr=1 +B 0: pg=2180 mem=2180(h=591,m=1589) io=0 l0=0 | 146.5ms avg=146.5ms +B 100: pg=2221 mem=2(h=2,m=0) io=2219 l0=0 | 11.1ms avg=148.5ms +B 200: pg=2196 mem=3(h=3,m=0) io=2191 l0=2 | 11.0ms avg=80.2ms +B 300: pg=2279 mem=3(h=3,m=0) io=2274 l0=2 | 11.4ms avg=57.3ms +B 400: pg=2337 mem=2(h=2,m=0) io=2334 l0=1 | 11.7ms avg=45.8ms +B 500: pg=2289 mem=3(h=3,m=0) io=2286 l0=0 | 11.4ms avg=38.9ms +B 600: pg=2232 mem=3(h=3,m=0) io=2227 l0=2 | 11.2ms avg=34.3ms +B 700: pg=2368 mem=3(h=3,m=0) io=2364 l0=1 | 11.8ms avg=31.0ms +B 800: pg=2246 mem=3(h=3,m=0) io=2241 l0=2 | 11.2ms avg=28.5ms +B 900: pg=2325 mem=3(h=3,m=0) io=2321 l0=1 | 11.6ms avg=26.6ms +B1000: pg=2254 mem=3(h=3,m=0) io=2251 l0=0 | 11.3ms avg=25.1ms +B1100: pg=2262 mem=3(h=3,m=0) io=2259 l0=0 | 11.3ms avg=23.8ms +B1200: pg=2353 mem=3(h=3,m=0) io=2348 l0=2 | 11.8ms avg=22.8ms +B1300: pg=2199 mem=3(h=3,m=0) io=2194 l0=2 | 11.0ms avg=21.9ms +B1400: pg=2243 mem=1(h=1,m=0) io=2240 l0=2 | 11.2ms avg=21.1ms +B1500: pg=2283 mem=2(h=2,m=0) io=2280 l0=1 | 11.4ms avg=20.5ms +B1600: pg=2248 mem=2(h=2,m=0) io=2245 l0=1 | 11.2ms avg=19.9ms +B1700: pg=2331 mem=3(h=3,m=0) io=2326 l0=2 | 11.6ms avg=19.4ms +B1800: pg=2212 mem=3(h=3,m=0) io=2207 l0=2 | 11.0ms avg=18.9ms +B1900: pg=2292 mem=2(h=2,m=0) io=2285 l0=5 | 11.4ms avg=18.5ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 2000 | Avg: 18.1668 ms/batch +MEM: 226841 (hit=65367 miss=161474 rate=28.8%) +IO: 4262659 | L0: 3778 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/alibaba_ifashion/mode9/alibaba_ifashion_mode9_20260501_034350_run3.log b/mode16_ablation/alibaba_ifashion/mode9/alibaba_ifashion_mode9_20260501_034350_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..2308eb02f205db9e712acf3df75eece375736f7b --- /dev/null +++ b/mode16_ablation/alibaba_ifashion/mode9/alibaba_ifashion_mode9_20260501_034350_run3.log @@ -0,0 +1,34 @@ +Mode: DPR-EWMA-POLLUTION | Trace: ali_trace.csv | Layout: ali_se_remap.json +Tables: 1 | Pages: 136024 (531.3 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 136024 pages (0.5 MB) +L0 buffer: 614 pages (2 MB) | policy=lfu | K_thr=10 R_thr=1 +B 0: pg=2180 mem=2180(h=591,m=1589) io=0 l0=0 | 146.2ms avg=146.2ms +B 100: pg=2221 mem=2(h=2,m=0) io=2219 l0=0 | 11.1ms avg=148.1ms +B 200: pg=2196 mem=3(h=3,m=0) io=2191 l0=2 | 11.0ms avg=80.0ms +B 300: pg=2279 mem=3(h=3,m=0) io=2274 l0=2 | 11.4ms avg=57.1ms +B 400: pg=2337 mem=2(h=2,m=0) io=2334 l0=1 | 11.7ms avg=45.7ms +B 500: pg=2289 mem=3(h=3,m=0) io=2286 l0=0 | 11.4ms avg=38.8ms +B 600: pg=2232 mem=3(h=3,m=0) io=2227 l0=2 | 11.2ms avg=34.2ms +B 700: pg=2368 mem=3(h=3,m=0) io=2364 l0=1 | 11.8ms avg=30.9ms +B 800: pg=2246 mem=3(h=3,m=0) io=2241 l0=2 | 11.2ms avg=28.5ms +B 900: pg=2325 mem=3(h=3,m=0) io=2321 l0=1 | 11.6ms avg=26.5ms +B1000: pg=2254 mem=3(h=3,m=0) io=2251 l0=0 | 11.3ms avg=25.0ms +B1100: pg=2262 mem=2(h=2,m=0) io=2259 l0=1 | 11.3ms avg=23.8ms +B1200: pg=2353 mem=2(h=2,m=0) io=2349 l0=2 | 11.8ms avg=22.7ms +B1300: pg=2199 mem=2(h=2,m=0) io=2194 l0=3 | 11.0ms avg=21.8ms +B1400: pg=2243 mem=1(h=1,m=0) io=2241 l0=1 | 11.2ms avg=21.1ms +B1500: pg=2283 mem=2(h=2,m=0) io=2279 l0=2 | 11.4ms avg=20.4ms +B1600: pg=2248 mem=2(h=2,m=0) io=2246 l0=0 | 11.2ms avg=19.9ms +B1700: pg=2331 mem=2(h=2,m=0) io=2327 l0=2 | 11.6ms avg=19.4ms +B1800: pg=2212 mem=2(h=2,m=0) io=2208 l0=2 | 11.0ms avg=18.9ms +B1900: pg=2292 mem=2(h=2,m=0) io=2287 l0=3 | 11.4ms avg=18.5ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 2000 | Avg: 18.1495 ms/batch +MEM: 226235 (hit=64769 miss=161466 rate=28.6%) +IO: 4263394 | L0: 3649 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/alibaba_ifashion/mode9/alibaba_ifashion_mode9_20260501_034350_run4.log b/mode16_ablation/alibaba_ifashion/mode9/alibaba_ifashion_mode9_20260501_034350_run4.log new file mode 100644 index 0000000000000000000000000000000000000000..42dc51e1cb599ec24a49dc1327ec2bc16ecd4934 --- /dev/null +++ b/mode16_ablation/alibaba_ifashion/mode9/alibaba_ifashion_mode9_20260501_034350_run4.log @@ -0,0 +1,34 @@ +Mode: DPR-EWMA-POLLUTION | Trace: ali_trace.csv | Layout: ali_se_remap.json +Tables: 1 | Pages: 136024 (531.3 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 136024 pages (0.5 MB) +L0 buffer: 614 pages (2 MB) | policy=lfu | K_thr=10 R_thr=1 +B 0: pg=2180 mem=2180(h=591,m=1589) io=0 l0=0 | 147.7ms avg=147.7ms +B 100: pg=2221 mem=2(h=2,m=0) io=2219 l0=0 | 11.1ms avg=148.3ms +B 200: pg=2196 mem=3(h=3,m=0) io=2191 l0=2 | 11.0ms avg=80.1ms +B 300: pg=2279 mem=3(h=3,m=0) io=2274 l0=2 | 11.4ms avg=57.2ms +B 400: pg=2337 mem=2(h=2,m=0) io=2334 l0=1 | 11.7ms avg=45.7ms +B 500: pg=2289 mem=3(h=3,m=0) io=2286 l0=0 | 11.4ms avg=38.8ms +B 600: pg=2232 mem=3(h=3,m=0) io=2227 l0=2 | 11.2ms avg=34.2ms +B 700: pg=2368 mem=3(h=3,m=0) io=2364 l0=1 | 11.8ms avg=31.0ms +B 800: pg=2246 mem=3(h=3,m=0) io=2241 l0=2 | 11.2ms avg=28.5ms +B 900: pg=2325 mem=3(h=3,m=0) io=2321 l0=1 | 11.6ms avg=26.6ms +B1000: pg=2254 mem=3(h=3,m=0) io=2251 l0=0 | 11.3ms avg=25.0ms +B1100: pg=2262 mem=3(h=3,m=0) io=2259 l0=0 | 11.3ms avg=23.8ms +B1200: pg=2353 mem=2(h=2,m=0) io=2349 l0=2 | 11.8ms avg=22.7ms +B1300: pg=2199 mem=2(h=2,m=0) io=2196 l0=1 | 11.0ms avg=21.9ms +B1400: pg=2243 mem=0(h=0,m=0) io=2241 l0=2 | 11.2ms avg=21.1ms +B1500: pg=2283 mem=1(h=1,m=0) io=2281 l0=1 | 11.4ms avg=20.4ms +B1600: pg=2248 mem=1(h=1,m=0) io=2247 l0=0 | 11.2ms avg=19.9ms +B1700: pg=2331 mem=2(h=2,m=0) io=2328 l0=1 | 11.6ms avg=19.4ms +B1800: pg=2212 mem=2(h=2,m=0) io=2208 l0=2 | 11.0ms avg=18.9ms +B1900: pg=2292 mem=1(h=1,m=0) io=2289 l0=2 | 11.5ms avg=18.5ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 2000 | Avg: 18.1611 ms/batch +MEM: 226046 (hit=64577 miss=161469 rate=28.6%) +IO: 4263467 | L0: 3765 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/alibaba_ifashion/mode9/alibaba_ifashion_mode9_20260501_034350_run5.log b/mode16_ablation/alibaba_ifashion/mode9/alibaba_ifashion_mode9_20260501_034350_run5.log new file mode 100644 index 0000000000000000000000000000000000000000..643839c6cf9ad83f74f75a3e4cefb602727b117d --- /dev/null +++ b/mode16_ablation/alibaba_ifashion/mode9/alibaba_ifashion_mode9_20260501_034350_run5.log @@ -0,0 +1,34 @@ +Mode: DPR-EWMA-POLLUTION | Trace: ali_trace.csv | Layout: ali_se_remap.json +Tables: 1 | Pages: 136024 (531.3 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 136024 pages (0.5 MB) +L0 buffer: 614 pages (2 MB) | policy=lfu | K_thr=10 R_thr=1 +B 0: pg=2180 mem=2180(h=591,m=1589) io=0 l0=0 | 146.3ms avg=146.3ms +B 100: pg=2221 mem=2(h=2,m=0) io=2219 l0=0 | 11.1ms avg=148.1ms +B 200: pg=2196 mem=3(h=3,m=0) io=2191 l0=2 | 11.0ms avg=80.0ms +B 300: pg=2279 mem=3(h=3,m=0) io=2274 l0=2 | 11.4ms avg=57.1ms +B 400: pg=2337 mem=2(h=2,m=0) io=2334 l0=1 | 11.7ms avg=45.7ms +B 500: pg=2289 mem=3(h=3,m=0) io=2286 l0=0 | 11.4ms avg=38.8ms +B 600: pg=2232 mem=3(h=3,m=0) io=2227 l0=2 | 11.2ms avg=34.2ms +B 700: pg=2368 mem=3(h=3,m=0) io=2364 l0=1 | 11.8ms avg=30.9ms +B 800: pg=2246 mem=3(h=3,m=0) io=2241 l0=2 | 11.2ms avg=28.5ms +B 900: pg=2325 mem=3(h=3,m=0) io=2321 l0=1 | 11.6ms avg=26.5ms +B1000: pg=2254 mem=3(h=3,m=0) io=2251 l0=0 | 11.3ms avg=25.0ms +B1100: pg=2262 mem=3(h=3,m=0) io=2259 l0=0 | 11.3ms avg=23.8ms +B1200: pg=2353 mem=3(h=3,m=0) io=2348 l0=2 | 11.8ms avg=22.7ms +B1300: pg=2199 mem=3(h=3,m=0) io=2194 l0=2 | 11.0ms avg=21.8ms +B1400: pg=2243 mem=1(h=1,m=0) io=2240 l0=2 | 11.2ms avg=21.1ms +B1500: pg=2283 mem=2(h=2,m=0) io=2280 l0=1 | 11.4ms avg=20.4ms +B1600: pg=2248 mem=2(h=2,m=0) io=2245 l0=1 | 11.2ms avg=19.9ms +B1700: pg=2331 mem=3(h=3,m=0) io=2326 l0=2 | 11.6ms avg=19.3ms +B1800: pg=2212 mem=3(h=3,m=0) io=2207 l0=2 | 11.0ms avg=18.9ms +B1900: pg=2292 mem=2(h=2,m=0) io=2285 l0=5 | 11.4ms avg=18.5ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 2000 | Avg: 18.1453 ms/batch +MEM: 226841 (hit=65373 miss=161468 rate=28.8%) +IO: 4262659 | L0: 3778 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/amazon_m2/DONE.marker b/mode16_ablation/amazon_m2/DONE.marker new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/mode16_ablation/amazon_m2/mode13/amazon_m2_mode13_20260501_040523.csv b/mode16_ablation/amazon_m2/mode13/amazon_m2_mode13_20260501_040523.csv new file mode 100644 index 0000000000000000000000000000000000000000..41e94823893f581b6f55904d5c78539b3dfb1e26 --- /dev/null +++ b/mode16_ablation/amazon_m2/mode13/amazon_m2_mode13_20260501_040523.csv @@ -0,0 +1,6 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,K_thr,R_thr,bufsz_mb,l0_pages,hot_pct,cold_pct +1,0.0419,60.9,373,7470,170,2000,8,9,15,384,0.15,0.10 +2,0.0418,58.4,373,7470,170,2000,8,9,15,384,0.15,0.10 +3,0.0419,58.4,373,7470,170,2000,8,9,15,384,0.15,0.10 +4,0.0418,59.0,373,7470,170,2000,8,9,15,384,0.15,0.10 +5,0.0419,60.6,373,7470,170,2000,8,9,15,384,0.15,0.10 diff --git a/mode16_ablation/amazon_m2/mode13/amazon_m2_mode13_20260501_040523_run1.log b/mode16_ablation/amazon_m2/mode13/amazon_m2_mode13_20260501_040523_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..a317f6fa4e6b4f40cb6bdc5e4d266d9412218b50 --- /dev/null +++ b/mode16_ablation/amazon_m2/mode13/amazon_m2_mode13_20260501_040523_run1.log @@ -0,0 +1,33 @@ +Mode: DPR-EWMA-L0FIX | Trace: am2_trace.csv | Layout: am2_se_remap.json +Tables: 1 | Pages: 87123 (340.3 MB) +dax mmap: 6144 MB +Mode 13 DPR-EWMA-L0FIX: theta*=0.928 (Mode 9 + L0-hit ewma update) +EWMA state: 87123 pages (0.3 MB) +Warm-up: first 100 batches route all to MEM +L0 buffer: 384 pages (1 MB) | policy=lfu | K_thr=8 R_thr=9 +B 0: pg=3 mem=3(h=0,m=3) io=0 l0=0 | 0.0ms avg=0.0ms +B 100: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 200: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 300: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.0ms +B 400: pg=10 mem=0(h=0,m=0) io=10 l0=0 | 0.1ms avg=0.0ms +B 500: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 600: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.0ms +B 700: pg=6 mem=0(h=0,m=0) io=6 l0=0 | 0.0ms avg=0.0ms +B 800: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 900: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B1000: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.0ms +B1100: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.0ms +B1200: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B1300: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.0ms +B1400: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.0ms +B1500: pg=3 mem=0(h=0,m=0) io=1 l0=2 | 0.0ms avg=0.0ms +B1600: pg=3 mem=0(h=0,m=0) io=3 l0=0 | 0.0ms avg=0.0ms +B1700: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.0ms +B1800: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.0ms +B1900: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms + +=== DPR-EWMA-L0FIX (L0=lfu) === +Batches: 2000 | Avg: 0.0419 ms/batch +MEM: 373 (hit=227 miss=146 rate=60.9%) +IO: 7470 | L0: 170 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/amazon_m2/mode13/amazon_m2_mode13_20260501_040523_run2.log b/mode16_ablation/amazon_m2/mode13/amazon_m2_mode13_20260501_040523_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..d5e25b0b4209e46d6ffb79df8ebfc983da43cb47 --- /dev/null +++ b/mode16_ablation/amazon_m2/mode13/amazon_m2_mode13_20260501_040523_run2.log @@ -0,0 +1,33 @@ +Mode: DPR-EWMA-L0FIX | Trace: am2_trace.csv | Layout: am2_se_remap.json +Tables: 1 | Pages: 87123 (340.3 MB) +dax mmap: 6144 MB +Mode 13 DPR-EWMA-L0FIX: theta*=0.928 (Mode 9 + L0-hit ewma update) +EWMA state: 87123 pages (0.3 MB) +Warm-up: first 100 batches route all to MEM +L0 buffer: 384 pages (1 MB) | policy=lfu | K_thr=8 R_thr=9 +B 0: pg=3 mem=3(h=0,m=3) io=0 l0=0 | 0.0ms avg=0.0ms +B 100: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 200: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 300: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.0ms +B 400: pg=10 mem=0(h=0,m=0) io=10 l0=0 | 0.1ms avg=0.0ms +B 500: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 600: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.0ms +B 700: pg=6 mem=0(h=0,m=0) io=6 l0=0 | 0.0ms avg=0.0ms +B 800: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 900: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B1000: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.0ms +B1100: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.0ms +B1200: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B1300: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.0ms +B1400: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.0ms +B1500: pg=3 mem=0(h=0,m=0) io=1 l0=2 | 0.0ms avg=0.0ms +B1600: pg=3 mem=0(h=0,m=0) io=3 l0=0 | 0.0ms avg=0.0ms +B1700: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.0ms +B1800: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.0ms +B1900: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms + +=== DPR-EWMA-L0FIX (L0=lfu) === +Batches: 2000 | Avg: 0.0418 ms/batch +MEM: 373 (hit=218 miss=155 rate=58.4%) +IO: 7470 | L0: 170 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/amazon_m2/mode13/amazon_m2_mode13_20260501_040523_run3.log b/mode16_ablation/amazon_m2/mode13/amazon_m2_mode13_20260501_040523_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..671b82c0ff693da4e8f9ce32fbea9fea857db2a8 --- /dev/null +++ b/mode16_ablation/amazon_m2/mode13/amazon_m2_mode13_20260501_040523_run3.log @@ -0,0 +1,33 @@ +Mode: DPR-EWMA-L0FIX | Trace: am2_trace.csv | Layout: am2_se_remap.json +Tables: 1 | Pages: 87123 (340.3 MB) +dax mmap: 6144 MB +Mode 13 DPR-EWMA-L0FIX: theta*=0.928 (Mode 9 + L0-hit ewma update) +EWMA state: 87123 pages (0.3 MB) +Warm-up: first 100 batches route all to MEM +L0 buffer: 384 pages (1 MB) | policy=lfu | K_thr=8 R_thr=9 +B 0: pg=3 mem=3(h=0,m=3) io=0 l0=0 | 0.0ms avg=0.0ms +B 100: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 200: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 300: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.0ms +B 400: pg=10 mem=0(h=0,m=0) io=10 l0=0 | 0.1ms avg=0.0ms +B 500: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 600: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.0ms +B 700: pg=6 mem=0(h=0,m=0) io=6 l0=0 | 0.0ms avg=0.0ms +B 800: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 900: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B1000: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.0ms +B1100: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.0ms +B1200: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B1300: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.0ms +B1400: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.0ms +B1500: pg=3 mem=0(h=0,m=0) io=1 l0=2 | 0.0ms avg=0.0ms +B1600: pg=3 mem=0(h=0,m=0) io=3 l0=0 | 0.0ms avg=0.0ms +B1700: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.0ms +B1800: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.0ms +B1900: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms + +=== DPR-EWMA-L0FIX (L0=lfu) === +Batches: 2000 | Avg: 0.0419 ms/batch +MEM: 373 (hit=218 miss=155 rate=58.4%) +IO: 7470 | L0: 170 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/amazon_m2/mode13/amazon_m2_mode13_20260501_040523_run4.log b/mode16_ablation/amazon_m2/mode13/amazon_m2_mode13_20260501_040523_run4.log new file mode 100644 index 0000000000000000000000000000000000000000..30e3d4d2909c4d10b55192dc5684ce299c26f5d3 --- /dev/null +++ b/mode16_ablation/amazon_m2/mode13/amazon_m2_mode13_20260501_040523_run4.log @@ -0,0 +1,33 @@ +Mode: DPR-EWMA-L0FIX | Trace: am2_trace.csv | Layout: am2_se_remap.json +Tables: 1 | Pages: 87123 (340.3 MB) +dax mmap: 6144 MB +Mode 13 DPR-EWMA-L0FIX: theta*=0.928 (Mode 9 + L0-hit ewma update) +EWMA state: 87123 pages (0.3 MB) +Warm-up: first 100 batches route all to MEM +L0 buffer: 384 pages (1 MB) | policy=lfu | K_thr=8 R_thr=9 +B 0: pg=3 mem=3(h=0,m=3) io=0 l0=0 | 0.0ms avg=0.0ms +B 100: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 200: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 300: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.0ms +B 400: pg=10 mem=0(h=0,m=0) io=10 l0=0 | 0.1ms avg=0.0ms +B 500: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 600: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.0ms +B 700: pg=6 mem=0(h=0,m=0) io=6 l0=0 | 0.0ms avg=0.0ms +B 800: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 900: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B1000: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.0ms +B1100: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.0ms +B1200: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B1300: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.0ms +B1400: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.0ms +B1500: pg=3 mem=0(h=0,m=0) io=1 l0=2 | 0.0ms avg=0.0ms +B1600: pg=3 mem=0(h=0,m=0) io=3 l0=0 | 0.0ms avg=0.0ms +B1700: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.0ms +B1800: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.0ms +B1900: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms + +=== DPR-EWMA-L0FIX (L0=lfu) === +Batches: 2000 | Avg: 0.0418 ms/batch +MEM: 373 (hit=220 miss=153 rate=59.0%) +IO: 7470 | L0: 170 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/amazon_m2/mode13/amazon_m2_mode13_20260501_040523_run5.log b/mode16_ablation/amazon_m2/mode13/amazon_m2_mode13_20260501_040523_run5.log new file mode 100644 index 0000000000000000000000000000000000000000..e0df0780388be816a8f0f8626ef9dba1a8e5169b --- /dev/null +++ b/mode16_ablation/amazon_m2/mode13/amazon_m2_mode13_20260501_040523_run5.log @@ -0,0 +1,33 @@ +Mode: DPR-EWMA-L0FIX | Trace: am2_trace.csv | Layout: am2_se_remap.json +Tables: 1 | Pages: 87123 (340.3 MB) +dax mmap: 6144 MB +Mode 13 DPR-EWMA-L0FIX: theta*=0.928 (Mode 9 + L0-hit ewma update) +EWMA state: 87123 pages (0.3 MB) +Warm-up: first 100 batches route all to MEM +L0 buffer: 384 pages (1 MB) | policy=lfu | K_thr=8 R_thr=9 +B 0: pg=3 mem=3(h=0,m=3) io=0 l0=0 | 0.0ms avg=0.0ms +B 100: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 200: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 300: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.0ms +B 400: pg=10 mem=0(h=0,m=0) io=10 l0=0 | 0.1ms avg=0.0ms +B 500: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 600: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.0ms +B 700: pg=6 mem=0(h=0,m=0) io=6 l0=0 | 0.0ms avg=0.0ms +B 800: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 900: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B1000: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.0ms +B1100: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.0ms +B1200: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B1300: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.0ms +B1400: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.0ms +B1500: pg=3 mem=0(h=0,m=0) io=1 l0=2 | 0.0ms avg=0.0ms +B1600: pg=3 mem=0(h=0,m=0) io=3 l0=0 | 0.0ms avg=0.0ms +B1700: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.0ms +B1800: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.0ms +B1900: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms + +=== DPR-EWMA-L0FIX (L0=lfu) === +Batches: 2000 | Avg: 0.0419 ms/batch +MEM: 373 (hit=226 miss=147 rate=60.6%) +IO: 7470 | L0: 170 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/amazon_m2/mode16/amazon_m2_mode16_20260501_040528.csv b/mode16_ablation/amazon_m2/mode16/amazon_m2_mode16_20260501_040528.csv new file mode 100644 index 0000000000000000000000000000000000000000..c752ef19a1c7d063bf346514dcdc4c9cad3445e5 --- /dev/null +++ b/mode16_ablation/amazon_m2/mode16/amazon_m2_mode16_20260501_040528.csv @@ -0,0 +1,6 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,K_thr,R_thr,bufsz_mb,l0_pages,hot_pct,cold_pct +1,0.0418,67.2,461,7396,156,2000,8,9,15,384,0.15,0.10 +2,0.0418,68.3,461,7396,156,2000,8,9,15,384,0.15,0.10 +3,0.0418,66.6,461,7396,156,2000,8,9,15,384,0.15,0.10 +4,0.0418,65.9,461,7396,156,2000,8,9,15,384,0.15,0.10 +5,0.0418,67.7,461,7396,156,2000,8,9,15,384,0.15,0.10 diff --git a/mode16_ablation/amazon_m2/mode16/amazon_m2_mode16_20260501_040528_run1.log b/mode16_ablation/amazon_m2/mode16/amazon_m2_mode16_20260501_040528_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..20703f12b22f3657dfcc840376b3b495cfbc47be --- /dev/null +++ b/mode16_ablation/amazon_m2/mode16/amazon_m2_mode16_20260501_040528_run1.log @@ -0,0 +1,33 @@ +Mode: DPR-LFU-RANK | Trace: am2_trace.csv | Layout: am2_se_remap.json +Tables: 1 | Pages: 87123 (340.3 MB) +dax mmap: 6144 MB +Mode 16 DPR-LFU-RANK: rank_warmup=100 hot_pct=15.00% cold_pct=10.00% (R_thr=9 for middle) +Rank state: 87123 pages × 5B (0.4 MB transient,then 1B/page) +L0 buffer: 384 pages (1 MB) | policy=lfu | K_thr=8 R_thr=9 +B 0: pg=3 mem=3(h=0,m=3) io=0 l0=0 | 0.0ms avg=0.0ms +Mode 16 classification at bid=100: 76 hot / 0 middle / 294 cold (n_acc=370) +B 100: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 200: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 300: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.0ms +B 400: pg=10 mem=0(h=0,m=0) io=10 l0=0 | 0.1ms avg=0.0ms +B 500: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 600: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.0ms +B 700: pg=6 mem=0(h=0,m=0) io=6 l0=0 | 0.0ms avg=0.0ms +B 800: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 900: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B1000: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.0ms +B1100: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.0ms +B1200: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B1300: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.0ms +B1400: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.0ms +B1500: pg=3 mem=0(h=0,m=0) io=2 l0=1 | 0.0ms avg=0.0ms +B1600: pg=3 mem=0(h=0,m=0) io=3 l0=0 | 0.0ms avg=0.0ms +B1700: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.0ms +B1800: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.0ms +B1900: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms + +=== DPR-LFU-RANK (L0=lfu) === +Batches: 2000 | Avg: 0.0418 ms/batch +MEM: 461 (hit=310 miss=151 rate=67.2%) +IO: 7396 | L0: 156 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/amazon_m2/mode16/amazon_m2_mode16_20260501_040528_run2.log b/mode16_ablation/amazon_m2/mode16/amazon_m2_mode16_20260501_040528_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..3db79a17c6d69fb4b23e323af092e13f134d64ea --- /dev/null +++ b/mode16_ablation/amazon_m2/mode16/amazon_m2_mode16_20260501_040528_run2.log @@ -0,0 +1,33 @@ +Mode: DPR-LFU-RANK | Trace: am2_trace.csv | Layout: am2_se_remap.json +Tables: 1 | Pages: 87123 (340.3 MB) +dax mmap: 6144 MB +Mode 16 DPR-LFU-RANK: rank_warmup=100 hot_pct=15.00% cold_pct=10.00% (R_thr=9 for middle) +Rank state: 87123 pages × 5B (0.4 MB transient,then 1B/page) +L0 buffer: 384 pages (1 MB) | policy=lfu | K_thr=8 R_thr=9 +B 0: pg=3 mem=3(h=0,m=3) io=0 l0=0 | 0.0ms avg=0.0ms +Mode 16 classification at bid=100: 76 hot / 0 middle / 294 cold (n_acc=370) +B 100: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 200: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 300: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.0ms +B 400: pg=10 mem=0(h=0,m=0) io=10 l0=0 | 0.1ms avg=0.0ms +B 500: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 600: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.0ms +B 700: pg=6 mem=0(h=0,m=0) io=6 l0=0 | 0.0ms avg=0.0ms +B 800: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 900: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B1000: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.0ms +B1100: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.0ms +B1200: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B1300: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.0ms +B1400: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.0ms +B1500: pg=3 mem=0(h=0,m=0) io=2 l0=1 | 0.0ms avg=0.0ms +B1600: pg=3 mem=0(h=0,m=0) io=3 l0=0 | 0.0ms avg=0.0ms +B1700: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.0ms +B1800: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.0ms +B1900: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms + +=== DPR-LFU-RANK (L0=lfu) === +Batches: 2000 | Avg: 0.0418 ms/batch +MEM: 461 (hit=315 miss=146 rate=68.3%) +IO: 7396 | L0: 156 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/amazon_m2/mode16/amazon_m2_mode16_20260501_040528_run3.log b/mode16_ablation/amazon_m2/mode16/amazon_m2_mode16_20260501_040528_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..990a4f46b97191b821a1b9a3c31b11973bda9fa7 --- /dev/null +++ b/mode16_ablation/amazon_m2/mode16/amazon_m2_mode16_20260501_040528_run3.log @@ -0,0 +1,33 @@ +Mode: DPR-LFU-RANK | Trace: am2_trace.csv | Layout: am2_se_remap.json +Tables: 1 | Pages: 87123 (340.3 MB) +dax mmap: 6144 MB +Mode 16 DPR-LFU-RANK: rank_warmup=100 hot_pct=15.00% cold_pct=10.00% (R_thr=9 for middle) +Rank state: 87123 pages × 5B (0.4 MB transient,then 1B/page) +L0 buffer: 384 pages (1 MB) | policy=lfu | K_thr=8 R_thr=9 +B 0: pg=3 mem=3(h=0,m=3) io=0 l0=0 | 0.0ms avg=0.0ms +Mode 16 classification at bid=100: 76 hot / 0 middle / 294 cold (n_acc=370) +B 100: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 200: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 300: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.0ms +B 400: pg=10 mem=0(h=0,m=0) io=10 l0=0 | 0.1ms avg=0.0ms +B 500: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 600: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.0ms +B 700: pg=6 mem=0(h=0,m=0) io=6 l0=0 | 0.0ms avg=0.0ms +B 800: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 900: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B1000: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.0ms +B1100: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.0ms +B1200: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B1300: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.0ms +B1400: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.0ms +B1500: pg=3 mem=0(h=0,m=0) io=2 l0=1 | 0.0ms avg=0.0ms +B1600: pg=3 mem=0(h=0,m=0) io=3 l0=0 | 0.0ms avg=0.0ms +B1700: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.0ms +B1800: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.0ms +B1900: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms + +=== DPR-LFU-RANK (L0=lfu) === +Batches: 2000 | Avg: 0.0418 ms/batch +MEM: 461 (hit=307 miss=154 rate=66.6%) +IO: 7396 | L0: 156 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/amazon_m2/mode16/amazon_m2_mode16_20260501_040528_run4.log b/mode16_ablation/amazon_m2/mode16/amazon_m2_mode16_20260501_040528_run4.log new file mode 100644 index 0000000000000000000000000000000000000000..15d2c7f7e13a33743e91c190799675d55cf08813 --- /dev/null +++ b/mode16_ablation/amazon_m2/mode16/amazon_m2_mode16_20260501_040528_run4.log @@ -0,0 +1,33 @@ +Mode: DPR-LFU-RANK | Trace: am2_trace.csv | Layout: am2_se_remap.json +Tables: 1 | Pages: 87123 (340.3 MB) +dax mmap: 6144 MB +Mode 16 DPR-LFU-RANK: rank_warmup=100 hot_pct=15.00% cold_pct=10.00% (R_thr=9 for middle) +Rank state: 87123 pages × 5B (0.4 MB transient,then 1B/page) +L0 buffer: 384 pages (1 MB) | policy=lfu | K_thr=8 R_thr=9 +B 0: pg=3 mem=3(h=0,m=3) io=0 l0=0 | 0.0ms avg=0.0ms +Mode 16 classification at bid=100: 76 hot / 0 middle / 294 cold (n_acc=370) +B 100: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 200: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 300: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.0ms +B 400: pg=10 mem=0(h=0,m=0) io=10 l0=0 | 0.1ms avg=0.0ms +B 500: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 600: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.0ms +B 700: pg=6 mem=0(h=0,m=0) io=6 l0=0 | 0.0ms avg=0.0ms +B 800: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 900: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B1000: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.0ms +B1100: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.0ms +B1200: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B1300: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.0ms +B1400: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.0ms +B1500: pg=3 mem=0(h=0,m=0) io=2 l0=1 | 0.0ms avg=0.0ms +B1600: pg=3 mem=0(h=0,m=0) io=3 l0=0 | 0.0ms avg=0.0ms +B1700: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.0ms +B1800: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.0ms +B1900: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms + +=== DPR-LFU-RANK (L0=lfu) === +Batches: 2000 | Avg: 0.0418 ms/batch +MEM: 461 (hit=304 miss=157 rate=65.9%) +IO: 7396 | L0: 156 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/amazon_m2/mode16/amazon_m2_mode16_20260501_040528_run5.log b/mode16_ablation/amazon_m2/mode16/amazon_m2_mode16_20260501_040528_run5.log new file mode 100644 index 0000000000000000000000000000000000000000..de5bc4b057032e660454bd1169d28203099f8e0f --- /dev/null +++ b/mode16_ablation/amazon_m2/mode16/amazon_m2_mode16_20260501_040528_run5.log @@ -0,0 +1,33 @@ +Mode: DPR-LFU-RANK | Trace: am2_trace.csv | Layout: am2_se_remap.json +Tables: 1 | Pages: 87123 (340.3 MB) +dax mmap: 6144 MB +Mode 16 DPR-LFU-RANK: rank_warmup=100 hot_pct=15.00% cold_pct=10.00% (R_thr=9 for middle) +Rank state: 87123 pages × 5B (0.4 MB transient,then 1B/page) +L0 buffer: 384 pages (1 MB) | policy=lfu | K_thr=8 R_thr=9 +B 0: pg=3 mem=3(h=0,m=3) io=0 l0=0 | 0.0ms avg=0.0ms +Mode 16 classification at bid=100: 76 hot / 0 middle / 294 cold (n_acc=370) +B 100: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 200: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 300: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.0ms +B 400: pg=10 mem=0(h=0,m=0) io=10 l0=0 | 0.1ms avg=0.0ms +B 500: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 600: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.0ms +B 700: pg=6 mem=0(h=0,m=0) io=6 l0=0 | 0.0ms avg=0.0ms +B 800: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 900: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B1000: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.0ms +B1100: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.0ms +B1200: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B1300: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.0ms +B1400: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.0ms +B1500: pg=3 mem=0(h=0,m=0) io=2 l0=1 | 0.0ms avg=0.0ms +B1600: pg=3 mem=0(h=0,m=0) io=3 l0=0 | 0.0ms avg=0.0ms +B1700: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.0ms +B1800: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.0ms +B1900: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms + +=== DPR-LFU-RANK (L0=lfu) === +Batches: 2000 | Avg: 0.0418 ms/batch +MEM: 461 (hit=312 miss=149 rate=67.7%) +IO: 7396 | L0: 156 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/amazon_m2/mode2/amazon_m2_mode2_20260501_040511.csv b/mode16_ablation/amazon_m2/mode2/amazon_m2_mode2_20260501_040511.csv new file mode 100644 index 0000000000000000000000000000000000000000..e13846baaad16dbca9d859270bbeccccc054ddbd --- /dev/null +++ b/mode16_ablation/amazon_m2/mode2/amazon_m2_mode2_20260501_040511.csv @@ -0,0 +1,6 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,K_thr,R_thr,bufsz_mb,l0_pages,hot_pct,cold_pct +1,0.1589,0.0,25,7803,185,2000,8,9,15,384,0.15,0.10 +2,0.1582,76.0,25,7803,185,2000,8,9,15,384,0.15,0.10 +3,0.1757,76.0,25,7803,185,2000,8,9,15,384,0.15,0.10 +4,0.1609,76.0,25,7803,185,2000,8,9,15,384,0.15,0.10 +5,0.1648,76.0,25,7803,185,2000,8,9,15,384,0.15,0.10 diff --git a/mode16_ablation/amazon_m2/mode2/amazon_m2_mode2_20260501_040511_run1.log b/mode16_ablation/amazon_m2/mode2/amazon_m2_mode2_20260501_040511_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..ec2340f679348edffbcc28cb429cd0586c3e946c --- /dev/null +++ b/mode16_ablation/amazon_m2/mode2/amazon_m2_mode2_20260501_040511_run1.log @@ -0,0 +1,30 @@ +Mode: E+L0 | Trace: am2_trace.csv | Layout: am2_se_remap.json +Tables: 1 | Pages: 87123 (340.3 MB) +dax mmap: 6144 MB +L0 buffer: 384 pages (1 MB) | policy=lfu | K_thr=8 R_thr=9 +B 0: pg=3 mem=0(h=0,m=0) io=3 l0=0 | 0.3ms avg=0.3ms +B 100: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.1ms avg=0.2ms +B 200: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.1ms avg=0.2ms +B 300: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.4ms avg=0.2ms +B 400: pg=10 mem=0(h=0,m=0) io=10 l0=0 | 0.3ms avg=0.2ms +B 500: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.1ms avg=0.2ms +B 600: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.4ms avg=0.2ms +B 700: pg=6 mem=0(h=0,m=0) io=6 l0=0 | 0.3ms avg=0.2ms +B 800: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.1ms avg=0.2ms +B 900: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.2ms avg=0.2ms +B1000: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.1ms avg=0.2ms +B1100: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.4ms avg=0.2ms +B1200: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.1ms avg=0.2ms +B1300: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.3ms avg=0.2ms +B1400: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.3ms avg=0.2ms +B1500: pg=3 mem=0(h=0,m=0) io=1 l0=2 | 0.1ms avg=0.2ms +B1600: pg=3 mem=0(h=0,m=0) io=3 l0=0 | 0.1ms avg=0.2ms +B1700: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.1ms avg=0.2ms +B1800: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.1ms avg=0.2ms +B1900: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.1ms avg=0.2ms + +=== E+L0 (L0=lfu) === +Batches: 2000 | Avg: 0.1589 ms/batch +MEM: 25 (hit=0 miss=25 rate=0.0%) +IO: 7803 | L0: 185 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/amazon_m2/mode2/amazon_m2_mode2_20260501_040511_run2.log b/mode16_ablation/amazon_m2/mode2/amazon_m2_mode2_20260501_040511_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..33d24512d15b4719b3e50f360b9d99ace1980214 --- /dev/null +++ b/mode16_ablation/amazon_m2/mode2/amazon_m2_mode2_20260501_040511_run2.log @@ -0,0 +1,30 @@ +Mode: E+L0 | Trace: am2_trace.csv | Layout: am2_se_remap.json +Tables: 1 | Pages: 87123 (340.3 MB) +dax mmap: 6144 MB +L0 buffer: 384 pages (1 MB) | policy=lfu | K_thr=8 R_thr=9 +B 0: pg=3 mem=0(h=0,m=0) io=3 l0=0 | 0.3ms avg=0.3ms +B 100: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.2ms avg=0.2ms +B 200: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.1ms avg=0.2ms +B 300: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.4ms avg=0.2ms +B 400: pg=10 mem=0(h=0,m=0) io=10 l0=0 | 0.4ms avg=0.2ms +B 500: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.1ms avg=0.2ms +B 600: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.3ms avg=0.2ms +B 700: pg=6 mem=0(h=0,m=0) io=6 l0=0 | 0.2ms avg=0.2ms +B 800: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.1ms avg=0.2ms +B 900: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.2ms avg=0.2ms +B1000: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.1ms avg=0.2ms +B1100: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.4ms avg=0.2ms +B1200: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.1ms avg=0.2ms +B1300: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.3ms avg=0.2ms +B1400: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.2ms avg=0.2ms +B1500: pg=3 mem=0(h=0,m=0) io=1 l0=2 | 0.1ms avg=0.2ms +B1600: pg=3 mem=0(h=0,m=0) io=3 l0=0 | 0.1ms avg=0.2ms +B1700: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.1ms avg=0.2ms +B1800: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.1ms avg=0.2ms +B1900: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.2ms avg=0.2ms + +=== E+L0 (L0=lfu) === +Batches: 2000 | Avg: 0.1582 ms/batch +MEM: 25 (hit=19 miss=6 rate=76.0%) +IO: 7803 | L0: 185 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/amazon_m2/mode2/amazon_m2_mode2_20260501_040511_run3.log b/mode16_ablation/amazon_m2/mode2/amazon_m2_mode2_20260501_040511_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..759c19295455d2eca4cc7376f3df9475a5f797a7 --- /dev/null +++ b/mode16_ablation/amazon_m2/mode2/amazon_m2_mode2_20260501_040511_run3.log @@ -0,0 +1,30 @@ +Mode: E+L0 | Trace: am2_trace.csv | Layout: am2_se_remap.json +Tables: 1 | Pages: 87123 (340.3 MB) +dax mmap: 6144 MB +L0 buffer: 384 pages (1 MB) | policy=lfu | K_thr=8 R_thr=9 +B 0: pg=3 mem=0(h=0,m=0) io=3 l0=0 | 0.4ms avg=0.4ms +B 100: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.2ms avg=0.2ms +B 200: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.1ms avg=0.2ms +B 300: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.5ms avg=0.2ms +B 400: pg=10 mem=0(h=0,m=0) io=10 l0=0 | 0.4ms avg=0.2ms +B 500: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.2ms avg=0.2ms +B 600: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.4ms avg=0.2ms +B 700: pg=6 mem=0(h=0,m=0) io=6 l0=0 | 0.3ms avg=0.2ms +B 800: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.1ms avg=0.2ms +B 900: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.2ms avg=0.2ms +B1000: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.1ms avg=0.2ms +B1100: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.3ms avg=0.2ms +B1200: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.2ms avg=0.2ms +B1300: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.2ms avg=0.2ms +B1400: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.2ms avg=0.2ms +B1500: pg=3 mem=0(h=0,m=0) io=1 l0=2 | 0.1ms avg=0.2ms +B1600: pg=3 mem=0(h=0,m=0) io=3 l0=0 | 0.1ms avg=0.2ms +B1700: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.1ms avg=0.2ms +B1800: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.1ms avg=0.2ms +B1900: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.2ms avg=0.2ms + +=== E+L0 (L0=lfu) === +Batches: 2000 | Avg: 0.1757 ms/batch +MEM: 25 (hit=19 miss=6 rate=76.0%) +IO: 7803 | L0: 185 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/amazon_m2/mode2/amazon_m2_mode2_20260501_040511_run4.log b/mode16_ablation/amazon_m2/mode2/amazon_m2_mode2_20260501_040511_run4.log new file mode 100644 index 0000000000000000000000000000000000000000..633b6bfadd843e87831050ccfa47203a308f1c13 --- /dev/null +++ b/mode16_ablation/amazon_m2/mode2/amazon_m2_mode2_20260501_040511_run4.log @@ -0,0 +1,30 @@ +Mode: E+L0 | Trace: am2_trace.csv | Layout: am2_se_remap.json +Tables: 1 | Pages: 87123 (340.3 MB) +dax mmap: 6144 MB +L0 buffer: 384 pages (1 MB) | policy=lfu | K_thr=8 R_thr=9 +B 0: pg=3 mem=0(h=0,m=0) io=3 l0=0 | 0.3ms avg=0.3ms +B 100: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.1ms avg=0.2ms +B 200: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.1ms avg=0.2ms +B 300: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.5ms avg=0.2ms +B 400: pg=10 mem=0(h=0,m=0) io=10 l0=0 | 0.4ms avg=0.2ms +B 500: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.2ms avg=0.2ms +B 600: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.4ms avg=0.2ms +B 700: pg=6 mem=0(h=0,m=0) io=6 l0=0 | 0.3ms avg=0.2ms +B 800: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.1ms avg=0.2ms +B 900: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.2ms avg=0.2ms +B1000: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.1ms avg=0.2ms +B1100: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.4ms avg=0.2ms +B1200: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.1ms avg=0.2ms +B1300: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.3ms avg=0.2ms +B1400: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.2ms avg=0.2ms +B1500: pg=3 mem=0(h=0,m=0) io=1 l0=2 | 0.1ms avg=0.2ms +B1600: pg=3 mem=0(h=0,m=0) io=3 l0=0 | 0.1ms avg=0.2ms +B1700: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.1ms avg=0.2ms +B1800: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.1ms avg=0.2ms +B1900: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.1ms avg=0.2ms + +=== E+L0 (L0=lfu) === +Batches: 2000 | Avg: 0.1609 ms/batch +MEM: 25 (hit=19 miss=6 rate=76.0%) +IO: 7803 | L0: 185 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/amazon_m2/mode2/amazon_m2_mode2_20260501_040511_run5.log b/mode16_ablation/amazon_m2/mode2/amazon_m2_mode2_20260501_040511_run5.log new file mode 100644 index 0000000000000000000000000000000000000000..6f8d602afe5f10b06e4616428e5f5ad6f0cf4cf1 --- /dev/null +++ b/mode16_ablation/amazon_m2/mode2/amazon_m2_mode2_20260501_040511_run5.log @@ -0,0 +1,30 @@ +Mode: E+L0 | Trace: am2_trace.csv | Layout: am2_se_remap.json +Tables: 1 | Pages: 87123 (340.3 MB) +dax mmap: 6144 MB +L0 buffer: 384 pages (1 MB) | policy=lfu | K_thr=8 R_thr=9 +B 0: pg=3 mem=0(h=0,m=0) io=3 l0=0 | 0.3ms avg=0.3ms +B 100: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.2ms avg=0.2ms +B 200: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.2ms avg=0.2ms +B 300: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.4ms avg=0.2ms +B 400: pg=10 mem=0(h=0,m=0) io=10 l0=0 | 0.4ms avg=0.2ms +B 500: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.1ms avg=0.2ms +B 600: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.4ms avg=0.2ms +B 700: pg=6 mem=0(h=0,m=0) io=6 l0=0 | 0.3ms avg=0.2ms +B 800: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.1ms avg=0.2ms +B 900: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.1ms avg=0.2ms +B1000: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.1ms avg=0.2ms +B1100: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.4ms avg=0.2ms +B1200: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.1ms avg=0.2ms +B1300: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.2ms avg=0.2ms +B1400: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.2ms avg=0.2ms +B1500: pg=3 mem=0(h=0,m=0) io=1 l0=2 | 0.1ms avg=0.2ms +B1600: pg=3 mem=0(h=0,m=0) io=3 l0=0 | 0.1ms avg=0.2ms +B1700: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.1ms avg=0.2ms +B1800: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.1ms avg=0.2ms +B1900: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.1ms avg=0.2ms + +=== E+L0 (L0=lfu) === +Batches: 2000 | Avg: 0.1648 ms/batch +MEM: 25 (hit=19 miss=6 rate=76.0%) +IO: 7803 | L0: 185 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/amazon_m2/mode9/amazon_m2_mode9_20260501_040518.csv b/mode16_ablation/amazon_m2/mode9/amazon_m2_mode9_20260501_040518.csv new file mode 100644 index 0000000000000000000000000000000000000000..2534b9a40548b3e3f8227bf2f18e87dadb567484 --- /dev/null +++ b/mode16_ablation/amazon_m2/mode9/amazon_m2_mode9_20260501_040518.csv @@ -0,0 +1,6 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,K_thr,R_thr,bufsz_mb,l0_pages,hot_pct,cold_pct +1,0.0578,1.3,373,7470,170,2000,8,9,15,384,0.15,0.10 +2,0.0418,59.5,373,7470,170,2000,8,9,15,384,0.15,0.10 +3,0.0419,59.8,373,7470,170,2000,8,9,15,384,0.15,0.10 +4,0.0419,60.3,373,7470,170,2000,8,9,15,384,0.15,0.10 +5,0.0418,60.6,373,7470,170,2000,8,9,15,384,0.15,0.10 diff --git a/mode16_ablation/amazon_m2/mode9/amazon_m2_mode9_20260501_040518_run1.log b/mode16_ablation/amazon_m2/mode9/amazon_m2_mode9_20260501_040518_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..0a5d8f0bc88764b794bd63dc72137222e8d65d2e --- /dev/null +++ b/mode16_ablation/amazon_m2/mode9/amazon_m2_mode9_20260501_040518_run1.log @@ -0,0 +1,34 @@ +Mode: DPR-EWMA-POLLUTION | Trace: am2_trace.csv | Layout: am2_se_remap.json +Tables: 1 | Pages: 87123 (340.3 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 87123 pages (0.3 MB) +L0 buffer: 384 pages (1 MB) | policy=lfu | K_thr=8 R_thr=9 +B 0: pg=3 mem=3(h=0,m=3) io=0 l0=0 | 0.4ms avg=0.4ms +B 100: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.4ms +B 200: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.2ms +B 300: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.1ms +B 400: pg=10 mem=0(h=0,m=0) io=10 l0=0 | 0.1ms avg=0.1ms +B 500: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.1ms +B 600: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.1ms +B 700: pg=6 mem=0(h=0,m=0) io=6 l0=0 | 0.0ms avg=0.1ms +B 800: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.1ms +B 900: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.1ms +B1000: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.1ms +B1100: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.1ms +B1200: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.1ms +B1300: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.1ms +B1400: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.1ms +B1500: pg=3 mem=0(h=0,m=0) io=1 l0=2 | 0.0ms avg=0.1ms +B1600: pg=3 mem=0(h=0,m=0) io=3 l0=0 | 0.0ms avg=0.1ms +B1700: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.1ms +B1800: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.1ms +B1900: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.1ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 2000 | Avg: 0.0578 ms/batch +MEM: 373 (hit=5 miss=368 rate=1.3%) +IO: 7470 | L0: 170 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/amazon_m2/mode9/amazon_m2_mode9_20260501_040518_run2.log b/mode16_ablation/amazon_m2/mode9/amazon_m2_mode9_20260501_040518_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..f035654657cf65c518aec01d936b45f02dcd867a --- /dev/null +++ b/mode16_ablation/amazon_m2/mode9/amazon_m2_mode9_20260501_040518_run2.log @@ -0,0 +1,34 @@ +Mode: DPR-EWMA-POLLUTION | Trace: am2_trace.csv | Layout: am2_se_remap.json +Tables: 1 | Pages: 87123 (340.3 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 87123 pages (0.3 MB) +L0 buffer: 384 pages (1 MB) | policy=lfu | K_thr=8 R_thr=9 +B 0: pg=3 mem=3(h=0,m=3) io=0 l0=0 | 0.0ms avg=0.0ms +B 100: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 200: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 300: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.0ms +B 400: pg=10 mem=0(h=0,m=0) io=10 l0=0 | 0.1ms avg=0.0ms +B 500: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 600: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.0ms +B 700: pg=6 mem=0(h=0,m=0) io=6 l0=0 | 0.0ms avg=0.0ms +B 800: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 900: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B1000: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.0ms +B1100: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.0ms +B1200: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B1300: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.0ms +B1400: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.0ms +B1500: pg=3 mem=0(h=0,m=0) io=1 l0=2 | 0.0ms avg=0.0ms +B1600: pg=3 mem=0(h=0,m=0) io=3 l0=0 | 0.0ms avg=0.0ms +B1700: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.0ms +B1800: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.0ms +B1900: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 2000 | Avg: 0.0418 ms/batch +MEM: 373 (hit=222 miss=151 rate=59.5%) +IO: 7470 | L0: 170 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/amazon_m2/mode9/amazon_m2_mode9_20260501_040518_run3.log b/mode16_ablation/amazon_m2/mode9/amazon_m2_mode9_20260501_040518_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..63c98278c57f504420ec260cc8b863c174c11b70 --- /dev/null +++ b/mode16_ablation/amazon_m2/mode9/amazon_m2_mode9_20260501_040518_run3.log @@ -0,0 +1,34 @@ +Mode: DPR-EWMA-POLLUTION | Trace: am2_trace.csv | Layout: am2_se_remap.json +Tables: 1 | Pages: 87123 (340.3 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 87123 pages (0.3 MB) +L0 buffer: 384 pages (1 MB) | policy=lfu | K_thr=8 R_thr=9 +B 0: pg=3 mem=3(h=0,m=3) io=0 l0=0 | 0.0ms avg=0.0ms +B 100: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 200: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 300: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.0ms +B 400: pg=10 mem=0(h=0,m=0) io=10 l0=0 | 0.1ms avg=0.0ms +B 500: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 600: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.0ms +B 700: pg=6 mem=0(h=0,m=0) io=6 l0=0 | 0.0ms avg=0.0ms +B 800: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 900: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B1000: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.0ms +B1100: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.0ms +B1200: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B1300: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.0ms +B1400: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.0ms +B1500: pg=3 mem=0(h=0,m=0) io=1 l0=2 | 0.0ms avg=0.0ms +B1600: pg=3 mem=0(h=0,m=0) io=3 l0=0 | 0.0ms avg=0.0ms +B1700: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.0ms +B1800: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.0ms +B1900: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 2000 | Avg: 0.0419 ms/batch +MEM: 373 (hit=223 miss=150 rate=59.8%) +IO: 7470 | L0: 170 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/amazon_m2/mode9/amazon_m2_mode9_20260501_040518_run4.log b/mode16_ablation/amazon_m2/mode9/amazon_m2_mode9_20260501_040518_run4.log new file mode 100644 index 0000000000000000000000000000000000000000..dad206260bc4f129f0b9f44eb6b913a80964863b --- /dev/null +++ b/mode16_ablation/amazon_m2/mode9/amazon_m2_mode9_20260501_040518_run4.log @@ -0,0 +1,34 @@ +Mode: DPR-EWMA-POLLUTION | Trace: am2_trace.csv | Layout: am2_se_remap.json +Tables: 1 | Pages: 87123 (340.3 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 87123 pages (0.3 MB) +L0 buffer: 384 pages (1 MB) | policy=lfu | K_thr=8 R_thr=9 +B 0: pg=3 mem=3(h=0,m=3) io=0 l0=0 | 0.0ms avg=0.0ms +B 100: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 200: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 300: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.0ms +B 400: pg=10 mem=0(h=0,m=0) io=10 l0=0 | 0.1ms avg=0.0ms +B 500: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 600: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.0ms +B 700: pg=6 mem=0(h=0,m=0) io=6 l0=0 | 0.0ms avg=0.0ms +B 800: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 900: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B1000: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.0ms +B1100: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.0ms +B1200: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B1300: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.0ms +B1400: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.0ms +B1500: pg=3 mem=0(h=0,m=0) io=1 l0=2 | 0.0ms avg=0.0ms +B1600: pg=3 mem=0(h=0,m=0) io=3 l0=0 | 0.0ms avg=0.0ms +B1700: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.0ms +B1800: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.0ms +B1900: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 2000 | Avg: 0.0419 ms/batch +MEM: 373 (hit=225 miss=148 rate=60.3%) +IO: 7470 | L0: 170 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/amazon_m2/mode9/amazon_m2_mode9_20260501_040518_run5.log b/mode16_ablation/amazon_m2/mode9/amazon_m2_mode9_20260501_040518_run5.log new file mode 100644 index 0000000000000000000000000000000000000000..6976b064ee84a1b3fcc6a6e37857790b0bf07d35 --- /dev/null +++ b/mode16_ablation/amazon_m2/mode9/amazon_m2_mode9_20260501_040518_run5.log @@ -0,0 +1,34 @@ +Mode: DPR-EWMA-POLLUTION | Trace: am2_trace.csv | Layout: am2_se_remap.json +Tables: 1 | Pages: 87123 (340.3 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 87123 pages (0.3 MB) +L0 buffer: 384 pages (1 MB) | policy=lfu | K_thr=8 R_thr=9 +B 0: pg=3 mem=3(h=0,m=3) io=0 l0=0 | 0.0ms avg=0.0ms +B 100: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 200: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 300: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.0ms +B 400: pg=10 mem=0(h=0,m=0) io=10 l0=0 | 0.1ms avg=0.0ms +B 500: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 600: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.0ms +B 700: pg=6 mem=0(h=0,m=0) io=6 l0=0 | 0.0ms avg=0.0ms +B 800: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B 900: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B1000: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.0ms +B1100: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.0ms +B1200: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms +B1300: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.0ms +B1400: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.0ms +B1500: pg=3 mem=0(h=0,m=0) io=1 l0=2 | 0.0ms avg=0.0ms +B1600: pg=3 mem=0(h=0,m=0) io=3 l0=0 | 0.0ms avg=0.0ms +B1700: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.0ms +B1800: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.0ms +B1900: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.0ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 2000 | Avg: 0.0418 ms/batch +MEM: 373 (hit=226 miss=147 rate=60.6%) +IO: 7470 | L0: 170 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/avazu/DONE.marker b/mode16_ablation/avazu/DONE.marker new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/mode16_ablation/criteo_kaggle/DONE.marker b/mode16_ablation/criteo_kaggle/DONE.marker new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/mode16_ablation/gowalla/DONE.marker b/mode16_ablation/gowalla/DONE.marker new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/mode16_ablation/lastfm_1k/DONE.marker b/mode16_ablation/lastfm_1k/DONE.marker new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/mode16_ablation/lastfm_1k/mode13/lastfm_1k_mode13_20260501_035657.csv b/mode16_ablation/lastfm_1k/mode13/lastfm_1k_mode13_20260501_035657.csv new file mode 100644 index 0000000000000000000000000000000000000000..f5a728816871238d3d0fdc419640f7a690f46643 --- /dev/null +++ b/mode16_ablation/lastfm_1k/mode13/lastfm_1k_mode13_20260501_035657.csv @@ -0,0 +1,6 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,K_thr,R_thr,bufsz_mb,l0_pages,hot_pct,cold_pct +1,115.7402,11.4,304926,382574,479,233,31,1,14,358,0.10,0.30 +2,115.7811,11.4,304926,382574,479,233,31,1,14,358,0.10,0.30 +3,115.8853,11.4,304926,382574,479,233,31,1,14,358,0.10,0.30 +4,115.6021,11.4,304926,382574,479,233,31,1,14,358,0.10,0.30 +5,115.9662,11.4,304926,382574,479,233,31,1,14,358,0.10,0.30 diff --git a/mode16_ablation/lastfm_1k/mode13/lastfm_1k_mode13_20260501_035657_run1.log b/mode16_ablation/lastfm_1k/mode13/lastfm_1k_mode13_20260501_035657_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..dbefd472acb398c75bff69837d3c4b74d4325f5d --- /dev/null +++ b/mode16_ablation/lastfm_1k/mode13/lastfm_1k_mode13_20260501_035657_run1.log @@ -0,0 +1,16 @@ +Mode: DPR-EWMA-L0FIX | Trace: lastfm_1k_trace.csv | Layout: lastfm_1k_se_remap.json +Tables: 1 | Pages: 78856 (308.0 MB) +dax mmap: 6144 MB +Mode 13 DPR-EWMA-L0FIX: theta*=0.928 (Mode 9 + L0-hit ewma update) +EWMA state: 78856 pages (0.3 MB) +Warm-up: first 100 batches route all to MEM +L0 buffer: 358 pages (1 MB) | policy=lfu | K_thr=31 R_thr=1 +B 0: pg=3317 mem=3317(h=374,m=2943) io=0 l0=0 | 272.8ms avg=272.8ms +B 100: pg=136 mem=0(h=0,m=0) io=136 l0=0 | 0.7ms avg=248.0ms +B 200: pg=815 mem=0(h=0,m=0) io=811 l0=4 | 4.1ms avg=131.8ms + +=== DPR-EWMA-L0FIX (L0=lfu) === +Batches: 233 | Avg: 115.7402 ms/batch +MEM: 304926 (hit=34731 miss=270195 rate=11.4%) +IO: 382574 | L0: 479 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/lastfm_1k/mode13/lastfm_1k_mode13_20260501_035657_run2.log b/mode16_ablation/lastfm_1k/mode13/lastfm_1k_mode13_20260501_035657_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..de347f849c3c3c04d72cd62add640e668858ecd5 --- /dev/null +++ b/mode16_ablation/lastfm_1k/mode13/lastfm_1k_mode13_20260501_035657_run2.log @@ -0,0 +1,16 @@ +Mode: DPR-EWMA-L0FIX | Trace: lastfm_1k_trace.csv | Layout: lastfm_1k_se_remap.json +Tables: 1 | Pages: 78856 (308.0 MB) +dax mmap: 6144 MB +Mode 13 DPR-EWMA-L0FIX: theta*=0.928 (Mode 9 + L0-hit ewma update) +EWMA state: 78856 pages (0.3 MB) +Warm-up: first 100 batches route all to MEM +L0 buffer: 358 pages (1 MB) | policy=lfu | K_thr=31 R_thr=1 +B 0: pg=3317 mem=3317(h=374,m=2943) io=0 l0=0 | 273.2ms avg=273.2ms +B 100: pg=136 mem=0(h=0,m=0) io=136 l0=0 | 0.7ms avg=248.1ms +B 200: pg=815 mem=0(h=0,m=0) io=811 l0=4 | 4.1ms avg=131.9ms + +=== DPR-EWMA-L0FIX (L0=lfu) === +Batches: 233 | Avg: 115.7811 ms/batch +MEM: 304926 (hit=34729 miss=270197 rate=11.4%) +IO: 382574 | L0: 479 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/lastfm_1k/mode13/lastfm_1k_mode13_20260501_035657_run3.log b/mode16_ablation/lastfm_1k/mode13/lastfm_1k_mode13_20260501_035657_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..805bb2dc6d2ffda82bb21e368f96a09c0fbbef92 --- /dev/null +++ b/mode16_ablation/lastfm_1k/mode13/lastfm_1k_mode13_20260501_035657_run3.log @@ -0,0 +1,16 @@ +Mode: DPR-EWMA-L0FIX | Trace: lastfm_1k_trace.csv | Layout: lastfm_1k_se_remap.json +Tables: 1 | Pages: 78856 (308.0 MB) +dax mmap: 6144 MB +Mode 13 DPR-EWMA-L0FIX: theta*=0.928 (Mode 9 + L0-hit ewma update) +EWMA state: 78856 pages (0.3 MB) +Warm-up: first 100 batches route all to MEM +L0 buffer: 358 pages (1 MB) | policy=lfu | K_thr=31 R_thr=1 +B 0: pg=3317 mem=3317(h=374,m=2943) io=0 l0=0 | 275.6ms avg=275.6ms +B 100: pg=136 mem=0(h=0,m=0) io=136 l0=0 | 0.7ms avg=248.4ms +B 200: pg=815 mem=0(h=0,m=0) io=811 l0=4 | 4.1ms avg=132.0ms + +=== DPR-EWMA-L0FIX (L0=lfu) === +Batches: 233 | Avg: 115.8853 ms/batch +MEM: 304926 (hit=34729 miss=270197 rate=11.4%) +IO: 382574 | L0: 479 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/lastfm_1k/mode13/lastfm_1k_mode13_20260501_035657_run4.log b/mode16_ablation/lastfm_1k/mode13/lastfm_1k_mode13_20260501_035657_run4.log new file mode 100644 index 0000000000000000000000000000000000000000..69ca11b8b0164709e487b44f0850bc7fd726aa9b --- /dev/null +++ b/mode16_ablation/lastfm_1k/mode13/lastfm_1k_mode13_20260501_035657_run4.log @@ -0,0 +1,16 @@ +Mode: DPR-EWMA-L0FIX | Trace: lastfm_1k_trace.csv | Layout: lastfm_1k_se_remap.json +Tables: 1 | Pages: 78856 (308.0 MB) +dax mmap: 6144 MB +Mode 13 DPR-EWMA-L0FIX: theta*=0.928 (Mode 9 + L0-hit ewma update) +EWMA state: 78856 pages (0.3 MB) +Warm-up: first 100 batches route all to MEM +L0 buffer: 358 pages (1 MB) | policy=lfu | K_thr=31 R_thr=1 +B 0: pg=3317 mem=3317(h=374,m=2943) io=0 l0=0 | 272.6ms avg=272.6ms +B 100: pg=136 mem=0(h=0,m=0) io=136 l0=0 | 0.7ms avg=247.7ms +B 200: pg=815 mem=0(h=0,m=0) io=811 l0=4 | 4.1ms avg=131.7ms + +=== DPR-EWMA-L0FIX (L0=lfu) === +Batches: 233 | Avg: 115.6021 ms/batch +MEM: 304926 (hit=34729 miss=270197 rate=11.4%) +IO: 382574 | L0: 479 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/lastfm_1k/mode13/lastfm_1k_mode13_20260501_035657_run5.log b/mode16_ablation/lastfm_1k/mode13/lastfm_1k_mode13_20260501_035657_run5.log new file mode 100644 index 0000000000000000000000000000000000000000..6ebbd8f2fa5ceb0c1fc258ca49a9a18a3030fcb9 --- /dev/null +++ b/mode16_ablation/lastfm_1k/mode13/lastfm_1k_mode13_20260501_035657_run5.log @@ -0,0 +1,16 @@ +Mode: DPR-EWMA-L0FIX | Trace: lastfm_1k_trace.csv | Layout: lastfm_1k_se_remap.json +Tables: 1 | Pages: 78856 (308.0 MB) +dax mmap: 6144 MB +Mode 13 DPR-EWMA-L0FIX: theta*=0.928 (Mode 9 + L0-hit ewma update) +EWMA state: 78856 pages (0.3 MB) +Warm-up: first 100 batches route all to MEM +L0 buffer: 358 pages (1 MB) | policy=lfu | K_thr=31 R_thr=1 +B 0: pg=3317 mem=3317(h=374,m=2943) io=0 l0=0 | 272.9ms avg=272.9ms +B 100: pg=136 mem=0(h=0,m=0) io=136 l0=0 | 0.7ms avg=248.6ms +B 200: pg=815 mem=0(h=0,m=0) io=811 l0=4 | 4.1ms avg=132.1ms + +=== DPR-EWMA-L0FIX (L0=lfu) === +Batches: 233 | Avg: 115.9662 ms/batch +MEM: 304926 (hit=34723 miss=270203 rate=11.4%) +IO: 382574 | L0: 479 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/lastfm_1k/mode16/lastfm_1k_mode16_20260501_035916.csv b/mode16_ablation/lastfm_1k/mode16/lastfm_1k_mode16_20260501_035916.csv new file mode 100644 index 0000000000000000000000000000000000000000..c92bfb8afbcaa6c6f5b67a26dd97d732c29af50d --- /dev/null +++ b/mode16_ablation/lastfm_1k/mode16/lastfm_1k_mode16_20260501_035916.csv @@ -0,0 +1,6 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,K_thr,R_thr,bufsz_mb,l0_pages,hot_pct,cold_pct +1,127.6942,29.6,455694,232240,45,233,31,1,14,358,0.10,0.30 +2,127.4901,29.7,455694,232240,45,233,31,1,14,358,0.10,0.30 +3,127.6108,29.7,455694,232240,45,233,31,1,14,358,0.10,0.30 +4,127.7654,29.7,455694,232240,45,233,31,1,14,358,0.10,0.30 +5,127.4935,29.7,455694,232240,45,233,31,1,14,358,0.10,0.30 diff --git a/mode16_ablation/lastfm_1k/mode16/lastfm_1k_mode16_20260501_035916_run1.log b/mode16_ablation/lastfm_1k/mode16/lastfm_1k_mode16_20260501_035916_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..76b0bc727cd1db9a7701ad0f5c87c268f9244296 --- /dev/null +++ b/mode16_ablation/lastfm_1k/mode16/lastfm_1k_mode16_20260501_035916_run1.log @@ -0,0 +1,16 @@ +Mode: DPR-LFU-RANK | Trace: lastfm_1k_trace.csv | Layout: lastfm_1k_se_remap.json +Tables: 1 | Pages: 78856 (308.0 MB) +dax mmap: 6144 MB +Mode 16 DPR-LFU-RANK: rank_warmup=100 hot_pct=10.00% cold_pct=30.00% (R_thr=1 for middle) +Rank state: 78856 pages × 5B (0.4 MB transient,then 1B/page) +L0 buffer: 358 pages (1 MB) | policy=lfu | K_thr=31 R_thr=1 +B 0: pg=3317 mem=3317(h=374,m=2943) io=0 l0=0 | 273.0ms avg=273.0ms +Mode 16 classification at bid=100: 9922 hot / 32623 middle / 30666 cold (n_acc=73211) +B 100: pg=136 mem=104(h=67,m=37) io=32 l0=0 | 3.5ms avg=247.9ms +B 200: pg=815 mem=655(h=523,m=132) io=160 l0=0 | 12.3ms avg=142.5ms + +=== DPR-LFU-RANK (L0=lfu) === +Batches: 233 | Avg: 127.6942 ms/batch +MEM: 455694 (hit=134925 miss=320769 rate=29.6%) +IO: 232240 | L0: 45 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/lastfm_1k/mode16/lastfm_1k_mode16_20260501_035916_run2.log b/mode16_ablation/lastfm_1k/mode16/lastfm_1k_mode16_20260501_035916_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..dfc88b32f61eed713bf879f164973e11881df87e --- /dev/null +++ b/mode16_ablation/lastfm_1k/mode16/lastfm_1k_mode16_20260501_035916_run2.log @@ -0,0 +1,16 @@ +Mode: DPR-LFU-RANK | Trace: lastfm_1k_trace.csv | Layout: lastfm_1k_se_remap.json +Tables: 1 | Pages: 78856 (308.0 MB) +dax mmap: 6144 MB +Mode 16 DPR-LFU-RANK: rank_warmup=100 hot_pct=10.00% cold_pct=30.00% (R_thr=1 for middle) +Rank state: 78856 pages × 5B (0.4 MB transient,then 1B/page) +L0 buffer: 358 pages (1 MB) | policy=lfu | K_thr=31 R_thr=1 +B 0: pg=3317 mem=3317(h=649,m=2668) io=0 l0=0 | 246.8ms avg=246.8ms +Mode 16 classification at bid=100: 9922 hot / 32623 middle / 30666 cold (n_acc=73211) +B 100: pg=136 mem=104(h=67,m=37) io=32 l0=0 | 3.4ms avg=247.4ms +B 200: pg=815 mem=655(h=523,m=132) io=160 l0=0 | 12.4ms avg=142.2ms + +=== DPR-LFU-RANK (L0=lfu) === +Batches: 233 | Avg: 127.4901 ms/batch +MEM: 455694 (hit=135496 miss=320198 rate=29.7%) +IO: 232240 | L0: 45 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/lastfm_1k/mode16/lastfm_1k_mode16_20260501_035916_run3.log b/mode16_ablation/lastfm_1k/mode16/lastfm_1k_mode16_20260501_035916_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..2771f7df6ee9e8aaacb8a2bc34df34bcf5c27491 --- /dev/null +++ b/mode16_ablation/lastfm_1k/mode16/lastfm_1k_mode16_20260501_035916_run3.log @@ -0,0 +1,16 @@ +Mode: DPR-LFU-RANK | Trace: lastfm_1k_trace.csv | Layout: lastfm_1k_se_remap.json +Tables: 1 | Pages: 78856 (308.0 MB) +dax mmap: 6144 MB +Mode 16 DPR-LFU-RANK: rank_warmup=100 hot_pct=10.00% cold_pct=30.00% (R_thr=1 for middle) +Rank state: 78856 pages × 5B (0.4 MB transient,then 1B/page) +L0 buffer: 358 pages (1 MB) | policy=lfu | K_thr=31 R_thr=1 +B 0: pg=3317 mem=3317(h=649,m=2668) io=0 l0=0 | 246.8ms avg=246.8ms +Mode 16 classification at bid=100: 9922 hot / 32623 middle / 30666 cold (n_acc=73211) +B 100: pg=136 mem=104(h=67,m=37) io=32 l0=0 | 3.5ms avg=247.6ms +B 200: pg=815 mem=655(h=522,m=133) io=160 l0=0 | 12.5ms avg=142.3ms + +=== DPR-LFU-RANK (L0=lfu) === +Batches: 233 | Avg: 127.6108 ms/batch +MEM: 455694 (hit=135505 miss=320189 rate=29.7%) +IO: 232240 | L0: 45 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/lastfm_1k/mode16/lastfm_1k_mode16_20260501_035916_run4.log b/mode16_ablation/lastfm_1k/mode16/lastfm_1k_mode16_20260501_035916_run4.log new file mode 100644 index 0000000000000000000000000000000000000000..8327582e38f5b3515d4d825faf57f6017186a57a --- /dev/null +++ b/mode16_ablation/lastfm_1k/mode16/lastfm_1k_mode16_20260501_035916_run4.log @@ -0,0 +1,16 @@ +Mode: DPR-LFU-RANK | Trace: lastfm_1k_trace.csv | Layout: lastfm_1k_se_remap.json +Tables: 1 | Pages: 78856 (308.0 MB) +dax mmap: 6144 MB +Mode 16 DPR-LFU-RANK: rank_warmup=100 hot_pct=10.00% cold_pct=30.00% (R_thr=1 for middle) +Rank state: 78856 pages × 5B (0.4 MB transient,then 1B/page) +L0 buffer: 358 pages (1 MB) | policy=lfu | K_thr=31 R_thr=1 +B 0: pg=3317 mem=3317(h=649,m=2668) io=0 l0=0 | 247.1ms avg=247.1ms +Mode 16 classification at bid=100: 9922 hot / 32623 middle / 30666 cold (n_acc=73211) +B 100: pg=136 mem=104(h=67,m=37) io=32 l0=0 | 3.5ms avg=247.9ms +B 200: pg=815 mem=655(h=523,m=132) io=160 l0=0 | 12.4ms avg=142.5ms + +=== DPR-LFU-RANK (L0=lfu) === +Batches: 233 | Avg: 127.7654 ms/batch +MEM: 455694 (hit=135504 miss=320190 rate=29.7%) +IO: 232240 | L0: 45 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/lastfm_1k/mode16/lastfm_1k_mode16_20260501_035916_run5.log b/mode16_ablation/lastfm_1k/mode16/lastfm_1k_mode16_20260501_035916_run5.log new file mode 100644 index 0000000000000000000000000000000000000000..0bd4306b7255ca9906749b8741e4b4d696a2ce01 --- /dev/null +++ b/mode16_ablation/lastfm_1k/mode16/lastfm_1k_mode16_20260501_035916_run5.log @@ -0,0 +1,16 @@ +Mode: DPR-LFU-RANK | Trace: lastfm_1k_trace.csv | Layout: lastfm_1k_se_remap.json +Tables: 1 | Pages: 78856 (308.0 MB) +dax mmap: 6144 MB +Mode 16 DPR-LFU-RANK: rank_warmup=100 hot_pct=10.00% cold_pct=30.00% (R_thr=1 for middle) +Rank state: 78856 pages × 5B (0.4 MB transient,then 1B/page) +L0 buffer: 358 pages (1 MB) | policy=lfu | K_thr=31 R_thr=1 +B 0: pg=3317 mem=3317(h=648,m=2669) io=0 l0=0 | 246.7ms avg=246.7ms +Mode 16 classification at bid=100: 9922 hot / 32623 middle / 30666 cold (n_acc=73211) +B 100: pg=136 mem=104(h=67,m=37) io=32 l0=0 | 3.5ms avg=247.4ms +B 200: pg=815 mem=655(h=523,m=132) io=160 l0=0 | 12.4ms avg=142.2ms + +=== DPR-LFU-RANK (L0=lfu) === +Batches: 233 | Avg: 127.4935 ms/batch +MEM: 455694 (hit=135512 miss=320182 rate=29.7%) +IO: 232240 | L0: 45 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/lastfm_1k/mode2/lastfm_1k_mode2_20260501_035425.csv b/mode16_ablation/lastfm_1k/mode2/lastfm_1k_mode2_20260501_035425.csv new file mode 100644 index 0000000000000000000000000000000000000000..d05e5c208413d9878c2d28a23f86141abff4257f --- /dev/null +++ b/mode16_ablation/lastfm_1k/mode2/lastfm_1k_mode2_20260501_035425.csv @@ -0,0 +1,6 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,K_thr,R_thr,bufsz_mb,l0_pages,hot_pct,cold_pct +1,1.4086,93.7,1483,682424,4072,233,31,1,14,358,0.10,0.30 +2,1.4289,99.5,1483,682424,4072,233,31,1,14,358,0.10,0.30 +3,1.4084,99.4,1483,682424,4072,233,31,1,14,358,0.10,0.30 +4,1.4332,99.5,1483,682424,4072,233,31,1,14,358,0.10,0.30 +5,1.4165,99.5,1483,682424,4072,233,31,1,14,358,0.10,0.30 diff --git a/mode16_ablation/lastfm_1k/mode2/lastfm_1k_mode2_20260501_035425_run1.log b/mode16_ablation/lastfm_1k/mode2/lastfm_1k_mode2_20260501_035425_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..b50f8236e2e8b7bf170ea7e20fb8aba231ecb596 --- /dev/null +++ b/mode16_ablation/lastfm_1k/mode2/lastfm_1k_mode2_20260501_035425_run1.log @@ -0,0 +1,13 @@ +Mode: E+L0 | Trace: lastfm_1k_trace.csv | Layout: lastfm_1k_se_remap.json +Tables: 1 | Pages: 78856 (308.0 MB) +dax mmap: 6144 MB +L0 buffer: 358 pages (1 MB) | policy=lfu | K_thr=31 R_thr=1 +B 0: pg=3317 mem=13(h=0,m=13) io=3304 l0=0 | 1.9ms avg=1.9ms +B 100: pg=136 mem=0(h=0,m=0) io=134 l0=2 | 0.4ms avg=1.4ms +B 200: pg=815 mem=0(h=0,m=0) io=805 l0=10 | 0.6ms avg=1.4ms + +=== E+L0 (L0=lfu) === +Batches: 233 | Avg: 1.4086 ms/batch +MEM: 1483 (hit=1390 miss=93 rate=93.7%) +IO: 682424 | L0: 4072 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/lastfm_1k/mode2/lastfm_1k_mode2_20260501_035425_run2.log b/mode16_ablation/lastfm_1k/mode2/lastfm_1k_mode2_20260501_035425_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..54a2508ba41c14984093e1a785b5059d4c8148c7 --- /dev/null +++ b/mode16_ablation/lastfm_1k/mode2/lastfm_1k_mode2_20260501_035425_run2.log @@ -0,0 +1,13 @@ +Mode: E+L0 | Trace: lastfm_1k_trace.csv | Layout: lastfm_1k_se_remap.json +Tables: 1 | Pages: 78856 (308.0 MB) +dax mmap: 6144 MB +L0 buffer: 358 pages (1 MB) | policy=lfu | K_thr=31 R_thr=1 +B 0: pg=3317 mem=13(h=12,m=1) io=3304 l0=0 | 1.7ms avg=1.7ms +B 100: pg=136 mem=0(h=0,m=0) io=134 l0=2 | 0.5ms avg=1.4ms +B 200: pg=815 mem=0(h=0,m=0) io=805 l0=10 | 0.7ms avg=1.4ms + +=== E+L0 (L0=lfu) === +Batches: 233 | Avg: 1.4289 ms/batch +MEM: 1483 (hit=1476 miss=7 rate=99.5%) +IO: 682424 | L0: 4072 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/lastfm_1k/mode2/lastfm_1k_mode2_20260501_035425_run4.log b/mode16_ablation/lastfm_1k/mode2/lastfm_1k_mode2_20260501_035425_run4.log new file mode 100644 index 0000000000000000000000000000000000000000..d0b49814731c4d93584b347ec3935e859d403489 --- /dev/null +++ b/mode16_ablation/lastfm_1k/mode2/lastfm_1k_mode2_20260501_035425_run4.log @@ -0,0 +1,13 @@ +Mode: E+L0 | Trace: lastfm_1k_trace.csv | Layout: lastfm_1k_se_remap.json +Tables: 1 | Pages: 78856 (308.0 MB) +dax mmap: 6144 MB +L0 buffer: 358 pages (1 MB) | policy=lfu | K_thr=31 R_thr=1 +B 0: pg=3317 mem=13(h=12,m=1) io=3304 l0=0 | 1.8ms avg=1.8ms +B 100: pg=136 mem=0(h=0,m=0) io=134 l0=2 | 0.4ms avg=1.5ms +B 200: pg=815 mem=0(h=0,m=0) io=805 l0=10 | 0.7ms avg=1.4ms + +=== E+L0 (L0=lfu) === +Batches: 233 | Avg: 1.4332 ms/batch +MEM: 1483 (hit=1476 miss=7 rate=99.5%) +IO: 682424 | L0: 4072 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/lastfm_1k/mode2/lastfm_1k_mode2_20260501_035425_run5.log b/mode16_ablation/lastfm_1k/mode2/lastfm_1k_mode2_20260501_035425_run5.log new file mode 100644 index 0000000000000000000000000000000000000000..a12f249727f8b3b70eecac7586209714899dfcdc --- /dev/null +++ b/mode16_ablation/lastfm_1k/mode2/lastfm_1k_mode2_20260501_035425_run5.log @@ -0,0 +1,13 @@ +Mode: E+L0 | Trace: lastfm_1k_trace.csv | Layout: lastfm_1k_se_remap.json +Tables: 1 | Pages: 78856 (308.0 MB) +dax mmap: 6144 MB +L0 buffer: 358 pages (1 MB) | policy=lfu | K_thr=31 R_thr=1 +B 0: pg=3317 mem=13(h=12,m=1) io=3304 l0=0 | 1.7ms avg=1.7ms +B 100: pg=136 mem=0(h=0,m=0) io=134 l0=2 | 0.4ms avg=1.4ms +B 200: pg=815 mem=0(h=0,m=0) io=805 l0=10 | 0.7ms avg=1.4ms + +=== E+L0 (L0=lfu) === +Batches: 233 | Avg: 1.4165 ms/batch +MEM: 1483 (hit=1476 miss=7 rate=99.5%) +IO: 682424 | L0: 4072 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/lastfm_1k/mode9/lastfm_1k_mode9_20260501_035439.csv b/mode16_ablation/lastfm_1k/mode9/lastfm_1k_mode9_20260501_035439.csv new file mode 100644 index 0000000000000000000000000000000000000000..27e4ea706b60c9759497664fa50d6b8057584836 --- /dev/null +++ b/mode16_ablation/lastfm_1k/mode9/lastfm_1k_mode9_20260501_035439.csv @@ -0,0 +1,6 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,K_thr,R_thr,bufsz_mb,l0_pages,hot_pct,cold_pct +1,117.7522,11.2,304926,382574,479,233,31,1,14,358,0.10,0.30 +2,115.9594,11.4,304926,382574,479,233,31,1,14,358,0.10,0.30 +3,115.7700,11.4,304926,382574,479,233,31,1,14,358,0.10,0.30 +4,115.7207,11.4,304926,382574,479,233,31,1,14,358,0.10,0.30 +5,115.7463,11.4,304926,382574,479,233,31,1,14,358,0.10,0.30 diff --git a/mode16_ablation/lastfm_1k/mode9/lastfm_1k_mode9_20260501_035439_run1.log b/mode16_ablation/lastfm_1k/mode9/lastfm_1k_mode9_20260501_035439_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..73974e17e4399469813c05c37772d14733e1bda6 --- /dev/null +++ b/mode16_ablation/lastfm_1k/mode9/lastfm_1k_mode9_20260501_035439_run1.log @@ -0,0 +1,17 @@ +Mode: DPR-EWMA-POLLUTION | Trace: lastfm_1k_trace.csv | Layout: lastfm_1k_se_remap.json +Tables: 1 | Pages: 78856 (308.0 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 78856 pages (0.3 MB) +L0 buffer: 358 pages (1 MB) | policy=lfu | K_thr=31 R_thr=1 +B 0: pg=3317 mem=3317(h=67,m=3250) io=0 l0=0 | 319.7ms avg=319.7ms +B 100: pg=136 mem=0(h=0,m=0) io=136 l0=0 | 0.7ms avg=252.7ms +B 200: pg=815 mem=0(h=0,m=0) io=811 l0=4 | 4.1ms avg=134.1ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 233 | Avg: 117.7522 ms/batch +MEM: 304926 (hit=34131 miss=270795 rate=11.2%) +IO: 382574 | L0: 479 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/lastfm_1k/mode9/lastfm_1k_mode9_20260501_035439_run3.log b/mode16_ablation/lastfm_1k/mode9/lastfm_1k_mode9_20260501_035439_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..66621f3aea4446c10942ef28fbfbdc598e51f409 --- /dev/null +++ b/mode16_ablation/lastfm_1k/mode9/lastfm_1k_mode9_20260501_035439_run3.log @@ -0,0 +1,17 @@ +Mode: DPR-EWMA-POLLUTION | Trace: lastfm_1k_trace.csv | Layout: lastfm_1k_se_remap.json +Tables: 1 | Pages: 78856 (308.0 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 78856 pages (0.3 MB) +L0 buffer: 358 pages (1 MB) | policy=lfu | K_thr=31 R_thr=1 +B 0: pg=3317 mem=3317(h=374,m=2943) io=0 l0=0 | 273.0ms avg=273.0ms +B 100: pg=136 mem=0(h=0,m=0) io=136 l0=0 | 0.7ms avg=248.1ms +B 200: pg=815 mem=0(h=0,m=0) io=811 l0=4 | 4.1ms avg=131.9ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 233 | Avg: 115.7700 ms/batch +MEM: 304926 (hit=34744 miss=270182 rate=11.4%) +IO: 382574 | L0: 479 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/lastfm_1k/mode9/lastfm_1k_mode9_20260501_035439_run5.log b/mode16_ablation/lastfm_1k/mode9/lastfm_1k_mode9_20260501_035439_run5.log new file mode 100644 index 0000000000000000000000000000000000000000..7f922a645ab6a8b38c35ea6d0231edfe4f60e815 --- /dev/null +++ b/mode16_ablation/lastfm_1k/mode9/lastfm_1k_mode9_20260501_035439_run5.log @@ -0,0 +1,17 @@ +Mode: DPR-EWMA-POLLUTION | Trace: lastfm_1k_trace.csv | Layout: lastfm_1k_se_remap.json +Tables: 1 | Pages: 78856 (308.0 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 78856 pages (0.3 MB) +L0 buffer: 358 pages (1 MB) | policy=lfu | K_thr=31 R_thr=1 +B 0: pg=3317 mem=3317(h=374,m=2943) io=0 l0=0 | 272.6ms avg=272.6ms +B 100: pg=136 mem=0(h=0,m=0) io=136 l0=0 | 0.7ms avg=248.1ms +B 200: pg=815 mem=0(h=0,m=0) io=811 l0=4 | 4.1ms avg=131.8ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 233 | Avg: 115.7463 ms/batch +MEM: 304926 (hit=34737 miss=270189 rate=11.4%) +IO: 382574 | L0: 479 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/taobao/DONE.marker b/mode16_ablation/taobao/DONE.marker new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/mode16_ablation/taobao/mode13/taobao_mode13_20260501_034131.csv b/mode16_ablation/taobao/mode13/taobao_mode13_20260501_034131.csv new file mode 100644 index 0000000000000000000000000000000000000000..5bc1c03eba2e371077f5e421e895a58717ba2cc2 --- /dev/null +++ b/mode16_ablation/taobao/mode13/taobao_mode13_20260501_034131.csv @@ -0,0 +1,6 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,K_thr,R_thr,bufsz_mb,l0_pages,hot_pct,cold_pct +1,0.5919,92.6,33792,69951,15809,1000,38,1,4,102,0.05,0.50 +2,0.5967,92.4,33942,69455,16155,1000,38,1,4,102,0.05,0.50 +3,0.5936,92.6,34660,68928,15964,1000,38,1,4,102,0.05,0.50 +4,0.6209,91.8,32186,71129,16237,1000,38,1,4,102,0.05,0.50 +5,0.5941,92.4,33397,69854,16301,1000,38,1,4,102,0.05,0.50 diff --git a/mode16_ablation/taobao/mode13/taobao_mode13_20260501_034131_run1.log b/mode16_ablation/taobao/mode13/taobao_mode13_20260501_034131_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..c9a5c37a3f65603b83293a907bae2756e8b3badd --- /dev/null +++ b/mode16_ablation/taobao/mode13/taobao_mode13_20260501_034131_run1.log @@ -0,0 +1,23 @@ +Mode: DPR-EWMA-L0FIX | Trace: tb_trace.csv | Layout: tb_se_remap.json +Tables: 3 | Pages: 25917 (101.2 MB) +dax mmap: 6144 MB +Mode 13 DPR-EWMA-L0FIX: theta*=0.928 (Mode 9 + L0-hit ewma update) +EWMA state: 25917 pages (0.1 MB) +Warm-up: first 100 batches route all to MEM +L0 buffer: 102 pages (0 MB) | policy=lfu | K_thr=38 R_thr=1 +B 0: pg=120 mem=120(h=62,m=58) io=0 l0=0 | 5.3ms avg=5.3ms +B 100: pg=105 mem=20(h=20,m=0) io=85 l0=0 | 0.4ms avg=2.2ms +B 200: pg=123 mem=23(h=23,m=0) io=82 l0=18 | 0.4ms avg=1.3ms +B 300: pg=135 mem=27(h=27,m=0) io=79 l0=29 | 0.4ms avg=1.0ms +B 400: pg=110 mem=26(h=25,m=1) io=69 l0=15 | 0.4ms avg=0.9ms +B 500: pg=132 mem=31(h=31,m=0) io=80 l0=21 | 0.4ms avg=0.8ms +B 600: pg=135 mem=35(h=35,m=0) io=86 l0=14 | 0.4ms avg=0.7ms +B 700: pg=137 mem=32(h=32,m=0) io=90 l0=15 | 0.5ms avg=0.7ms +B 800: pg=139 mem=31(h=31,m=0) io=91 l0=17 | 0.5ms avg=0.6ms +B 900: pg=119 mem=33(h=33,m=0) io=76 l0=10 | 0.4ms avg=0.6ms + +=== DPR-EWMA-L0FIX (L0=lfu) === +Batches: 1000 | Avg: 0.5919 ms/batch +MEM: 33792 (hit=31285 miss=2507 rate=92.6%) +IO: 69951 | L0: 15809 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/taobao/mode13/taobao_mode13_20260501_034131_run2.log b/mode16_ablation/taobao/mode13/taobao_mode13_20260501_034131_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..7009dcd78c4dc16b78a9380f6204d216af4d7052 --- /dev/null +++ b/mode16_ablation/taobao/mode13/taobao_mode13_20260501_034131_run2.log @@ -0,0 +1,23 @@ +Mode: DPR-EWMA-L0FIX | Trace: tb_trace.csv | Layout: tb_se_remap.json +Tables: 3 | Pages: 25917 (101.2 MB) +dax mmap: 6144 MB +Mode 13 DPR-EWMA-L0FIX: theta*=0.928 (Mode 9 + L0-hit ewma update) +EWMA state: 25917 pages (0.1 MB) +Warm-up: first 100 batches route all to MEM +L0 buffer: 102 pages (0 MB) | policy=lfu | K_thr=38 R_thr=1 +B 0: pg=120 mem=120(h=57,m=63) io=0 l0=0 | 5.6ms avg=5.6ms +B 100: pg=105 mem=18(h=17,m=1) io=87 l0=0 | 0.4ms avg=2.3ms +B 200: pg=123 mem=20(h=20,m=0) io=81 l0=22 | 0.4ms avg=1.3ms +B 300: pg=135 mem=27(h=27,m=0) io=77 l0=31 | 0.4ms avg=1.0ms +B 400: pg=110 mem=20(h=20,m=0) io=74 l0=16 | 0.4ms avg=0.9ms +B 500: pg=132 mem=26(h=26,m=0) io=86 l0=20 | 0.4ms avg=0.8ms +B 600: pg=135 mem=35(h=35,m=0) io=85 l0=15 | 0.4ms avg=0.7ms +B 700: pg=137 mem=34(h=34,m=0) io=89 l0=14 | 0.5ms avg=0.7ms +B 800: pg=139 mem=35(h=35,m=0) io=86 l0=18 | 0.4ms avg=0.6ms +B 900: pg=119 mem=36(h=36,m=0) io=70 l0=13 | 0.4ms avg=0.6ms + +=== DPR-EWMA-L0FIX (L0=lfu) === +Batches: 1000 | Avg: 0.5967 ms/batch +MEM: 33942 (hit=31369 miss=2573 rate=92.4%) +IO: 69455 | L0: 16155 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/taobao/mode13/taobao_mode13_20260501_034131_run3.log b/mode16_ablation/taobao/mode13/taobao_mode13_20260501_034131_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..0237b83a8df3f3f64b9f0e00529e9f8938817d82 --- /dev/null +++ b/mode16_ablation/taobao/mode13/taobao_mode13_20260501_034131_run3.log @@ -0,0 +1,23 @@ +Mode: DPR-EWMA-L0FIX | Trace: tb_trace.csv | Layout: tb_se_remap.json +Tables: 3 | Pages: 25917 (101.2 MB) +dax mmap: 6144 MB +Mode 13 DPR-EWMA-L0FIX: theta*=0.928 (Mode 9 + L0-hit ewma update) +EWMA state: 25917 pages (0.1 MB) +Warm-up: first 100 batches route all to MEM +L0 buffer: 102 pages (0 MB) | policy=lfu | K_thr=38 R_thr=1 +B 0: pg=120 mem=120(h=60,m=60) io=0 l0=0 | 5.5ms avg=5.5ms +B 100: pg=105 mem=17(h=16,m=1) io=88 l0=0 | 0.4ms avg=2.3ms +B 200: pg=123 mem=23(h=23,m=0) io=76 l0=24 | 0.4ms avg=1.3ms +B 300: pg=135 mem=28(h=28,m=0) io=82 l0=25 | 0.4ms avg=1.0ms +B 400: pg=110 mem=22(h=22,m=0) io=71 l0=17 | 0.4ms avg=0.9ms +B 500: pg=132 mem=28(h=28,m=0) io=80 l0=24 | 0.4ms avg=0.8ms +B 600: pg=135 mem=33(h=33,m=0) io=88 l0=14 | 0.4ms avg=0.7ms +B 700: pg=137 mem=38(h=38,m=0) io=84 l0=15 | 0.4ms avg=0.7ms +B 800: pg=139 mem=30(h=30,m=0) io=88 l0=21 | 0.4ms avg=0.6ms +B 900: pg=119 mem=34(h=34,m=0) io=74 l0=11 | 0.4ms avg=0.6ms + +=== DPR-EWMA-L0FIX (L0=lfu) === +Batches: 1000 | Avg: 0.5936 ms/batch +MEM: 34660 (hit=32083 miss=2577 rate=92.6%) +IO: 68928 | L0: 15964 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/taobao/mode13/taobao_mode13_20260501_034131_run4.log b/mode16_ablation/taobao/mode13/taobao_mode13_20260501_034131_run4.log new file mode 100644 index 0000000000000000000000000000000000000000..f6ed71c377d64dc3e4f9121d3ec275b3e984fbcd --- /dev/null +++ b/mode16_ablation/taobao/mode13/taobao_mode13_20260501_034131_run4.log @@ -0,0 +1,23 @@ +Mode: DPR-EWMA-L0FIX | Trace: tb_trace.csv | Layout: tb_se_remap.json +Tables: 3 | Pages: 25917 (101.2 MB) +dax mmap: 6144 MB +Mode 13 DPR-EWMA-L0FIX: theta*=0.928 (Mode 9 + L0-hit ewma update) +EWMA state: 25917 pages (0.1 MB) +Warm-up: first 100 batches route all to MEM +L0 buffer: 102 pages (0 MB) | policy=lfu | K_thr=38 R_thr=1 +B 0: pg=120 mem=120(h=62,m=58) io=0 l0=0 | 5.2ms avg=5.2ms +B 100: pg=105 mem=14(h=14,m=0) io=91 l0=0 | 0.5ms avg=2.5ms +B 200: pg=123 mem=19(h=19,m=0) io=83 l0=21 | 0.4ms avg=1.4ms +B 300: pg=135 mem=27(h=27,m=0) io=80 l0=28 | 0.4ms avg=1.1ms +B 400: pg=110 mem=22(h=22,m=0) io=66 l0=22 | 0.4ms avg=0.9ms +B 500: pg=132 mem=27(h=25,m=2) io=83 l0=22 | 0.4ms avg=0.8ms +B 600: pg=135 mem=33(h=32,m=1) io=88 l0=14 | 0.4ms avg=0.8ms +B 700: pg=137 mem=31(h=31,m=0) io=91 l0=15 | 0.5ms avg=0.7ms +B 800: pg=139 mem=28(h=28,m=0) io=87 l0=24 | 0.4ms avg=0.7ms +B 900: pg=119 mem=33(h=33,m=0) io=76 l0=10 | 0.4ms avg=0.6ms + +=== DPR-EWMA-L0FIX (L0=lfu) === +Batches: 1000 | Avg: 0.6209 ms/batch +MEM: 32186 (hit=29532 miss=2654 rate=91.8%) +IO: 71129 | L0: 16237 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/taobao/mode13/taobao_mode13_20260501_034131_run5.log b/mode16_ablation/taobao/mode13/taobao_mode13_20260501_034131_run5.log new file mode 100644 index 0000000000000000000000000000000000000000..eeab1121ca678a25d2357b7d83f9d39eb89cc3a5 --- /dev/null +++ b/mode16_ablation/taobao/mode13/taobao_mode13_20260501_034131_run5.log @@ -0,0 +1,23 @@ +Mode: DPR-EWMA-L0FIX | Trace: tb_trace.csv | Layout: tb_se_remap.json +Tables: 3 | Pages: 25917 (101.2 MB) +dax mmap: 6144 MB +Mode 13 DPR-EWMA-L0FIX: theta*=0.928 (Mode 9 + L0-hit ewma update) +EWMA state: 25917 pages (0.1 MB) +Warm-up: first 100 batches route all to MEM +L0 buffer: 102 pages (0 MB) | policy=lfu | K_thr=38 R_thr=1 +B 0: pg=120 mem=120(h=65,m=55) io=0 l0=0 | 4.9ms avg=4.9ms +B 100: pg=105 mem=17(h=17,m=0) io=88 l0=0 | 0.4ms avg=2.3ms +B 200: pg=123 mem=19(h=19,m=0) io=89 l0=15 | 0.5ms avg=1.3ms +B 300: pg=135 mem=29(h=29,m=0) io=81 l0=25 | 0.4ms avg=1.0ms +B 400: pg=110 mem=23(h=23,m=0) io=66 l0=21 | 0.4ms avg=0.9ms +B 500: pg=132 mem=28(h=28,m=0) io=82 l0=22 | 0.4ms avg=0.8ms +B 600: pg=135 mem=34(h=33,m=1) io=89 l0=12 | 0.5ms avg=0.7ms +B 700: pg=137 mem=33(h=33,m=0) io=89 l0=15 | 0.5ms avg=0.7ms +B 800: pg=139 mem=31(h=31,m=0) io=85 l0=23 | 0.4ms avg=0.6ms +B 900: pg=119 mem=38(h=38,m=0) io=67 l0=14 | 0.4ms avg=0.6ms + +=== DPR-EWMA-L0FIX (L0=lfu) === +Batches: 1000 | Avg: 0.5941 ms/batch +MEM: 33397 (hit=30861 miss=2536 rate=92.4%) +IO: 69854 | L0: 16301 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/taobao/mode16/taobao_mode16_20260501_034137.csv b/mode16_ablation/taobao/mode16/taobao_mode16_20260501_034137.csv new file mode 100644 index 0000000000000000000000000000000000000000..d99c40d1ea3c899465cc4543759088e964b1fad0 --- /dev/null +++ b/mode16_ablation/taobao/mode16/taobao_mode16_20260501_034137.csv @@ -0,0 +1,6 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,K_thr,R_thr,bufsz_mb,l0_pages,hot_pct,cold_pct +1,0.5610,93.7,44741,60743,14068,1000,38,1,4,102,0.05,0.50 +2,0.5517,93.9,44741,60743,14068,1000,38,1,4,102,0.05,0.50 +3,0.5679,93.3,44741,60743,14068,1000,38,1,4,102,0.05,0.50 +4,0.5555,93.7,44741,60743,14068,1000,38,1,4,102,0.05,0.50 +5,0.5504,93.8,44741,60743,14068,1000,38,1,4,102,0.05,0.50 diff --git a/mode16_ablation/taobao/mode16/taobao_mode16_20260501_034137_run1.log b/mode16_ablation/taobao/mode16/taobao_mode16_20260501_034137_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..3e75ee25e1b60e0f84d450510a41431e93cd7d96 --- /dev/null +++ b/mode16_ablation/taobao/mode16/taobao_mode16_20260501_034137_run1.log @@ -0,0 +1,23 @@ +Mode: DPR-LFU-RANK | Trace: tb_trace.csv | Layout: tb_se_remap.json +Tables: 3 | Pages: 25917 (101.2 MB) +dax mmap: 6144 MB +Mode 16 DPR-LFU-RANK: rank_warmup=100 hot_pct=5.00% cold_pct=50.00% (R_thr=1 for middle) +Rank state: 25917 pages × 5B (0.1 MB transient,then 1B/page) +L0 buffer: 102 pages (0 MB) | policy=lfu | K_thr=38 R_thr=1 +B 0: pg=120 mem=120(h=64,m=56) io=0 l0=0 | 5.2ms avg=5.2ms +Mode 16 classification at bid=100: 105 hot / 901 middle / 1064 cold (n_acc=2070) +B 100: pg=105 mem=46(h=42,m=4) io=59 l0=0 | 0.4ms avg=2.4ms +B 200: pg=123 mem=44(h=44,m=0) io=64 l0=15 | 0.3ms avg=1.4ms +B 300: pg=135 mem=36(h=36,m=0) io=67 l0=32 | 0.4ms avg=1.0ms +B 400: pg=110 mem=35(h=35,m=0) io=60 l0=15 | 0.3ms avg=0.8ms +B 500: pg=132 mem=43(h=43,m=0) io=69 l0=20 | 0.4ms avg=0.7ms +B 600: pg=135 mem=39(h=39,m=0) io=83 l0=13 | 0.4ms avg=0.7ms +B 700: pg=137 mem=45(h=45,m=0) io=79 l0=13 | 0.4ms avg=0.6ms +B 800: pg=139 mem=45(h=45,m=0) io=77 l0=17 | 0.4ms avg=0.6ms +B 900: pg=119 mem=38(h=37,m=1) io=68 l0=13 | 0.4ms avg=0.6ms + +=== DPR-LFU-RANK (L0=lfu) === +Batches: 1000 | Avg: 0.5610 ms/batch +MEM: 44741 (hit=41925 miss=2816 rate=93.7%) +IO: 60743 | L0: 14068 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/taobao/mode16/taobao_mode16_20260501_034137_run2.log b/mode16_ablation/taobao/mode16/taobao_mode16_20260501_034137_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..0793ab41ddbcf23f5bea38c4b8bd113740c7db47 --- /dev/null +++ b/mode16_ablation/taobao/mode16/taobao_mode16_20260501_034137_run2.log @@ -0,0 +1,23 @@ +Mode: DPR-LFU-RANK | Trace: tb_trace.csv | Layout: tb_se_remap.json +Tables: 3 | Pages: 25917 (101.2 MB) +dax mmap: 6144 MB +Mode 16 DPR-LFU-RANK: rank_warmup=100 hot_pct=5.00% cold_pct=50.00% (R_thr=1 for middle) +Rank state: 25917 pages × 5B (0.1 MB transient,then 1B/page) +L0 buffer: 102 pages (0 MB) | policy=lfu | K_thr=38 R_thr=1 +B 0: pg=120 mem=120(h=73,m=47) io=0 l0=0 | 4.4ms avg=4.4ms +Mode 16 classification at bid=100: 105 hot / 901 middle / 1064 cold (n_acc=2070) +B 100: pg=105 mem=46(h=45,m=1) io=59 l0=0 | 0.3ms avg=2.3ms +B 200: pg=123 mem=44(h=44,m=0) io=64 l0=15 | 0.3ms avg=1.3ms +B 300: pg=135 mem=36(h=36,m=0) io=67 l0=32 | 0.4ms avg=1.0ms +B 400: pg=110 mem=35(h=35,m=0) io=60 l0=15 | 0.3ms avg=0.8ms +B 500: pg=132 mem=43(h=43,m=0) io=69 l0=20 | 0.4ms avg=0.7ms +B 600: pg=135 mem=39(h=38,m=1) io=83 l0=13 | 0.4ms avg=0.7ms +B 700: pg=137 mem=45(h=45,m=0) io=79 l0=13 | 0.4ms avg=0.6ms +B 800: pg=139 mem=45(h=45,m=0) io=77 l0=17 | 0.4ms avg=0.6ms +B 900: pg=119 mem=38(h=38,m=0) io=68 l0=13 | 0.4ms avg=0.6ms + +=== DPR-LFU-RANK (L0=lfu) === +Batches: 1000 | Avg: 0.5517 ms/batch +MEM: 44741 (hit=42028 miss=2713 rate=93.9%) +IO: 60743 | L0: 14068 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/taobao/mode16/taobao_mode16_20260501_034137_run3.log b/mode16_ablation/taobao/mode16/taobao_mode16_20260501_034137_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..58eb1dc2b0ffed1586f7d3dfdc96e8925f3a211d --- /dev/null +++ b/mode16_ablation/taobao/mode16/taobao_mode16_20260501_034137_run3.log @@ -0,0 +1,23 @@ +Mode: DPR-LFU-RANK | Trace: tb_trace.csv | Layout: tb_se_remap.json +Tables: 3 | Pages: 25917 (101.2 MB) +dax mmap: 6144 MB +Mode 16 DPR-LFU-RANK: rank_warmup=100 hot_pct=5.00% cold_pct=50.00% (R_thr=1 for middle) +Rank state: 25917 pages × 5B (0.1 MB transient,then 1B/page) +L0 buffer: 102 pages (0 MB) | policy=lfu | K_thr=38 R_thr=1 +B 0: pg=120 mem=120(h=74,m=46) io=0 l0=0 | 4.3ms avg=4.3ms +Mode 16 classification at bid=100: 105 hot / 901 middle / 1064 cold (n_acc=2070) +B 100: pg=105 mem=46(h=44,m=2) io=59 l0=0 | 0.3ms avg=2.5ms +B 200: pg=123 mem=44(h=44,m=0) io=64 l0=15 | 0.3ms avg=1.4ms +B 300: pg=135 mem=36(h=36,m=0) io=67 l0=32 | 0.4ms avg=1.0ms +B 400: pg=110 mem=35(h=35,m=0) io=60 l0=15 | 0.3ms avg=0.9ms +B 500: pg=132 mem=43(h=42,m=1) io=69 l0=20 | 0.4ms avg=0.8ms +B 600: pg=135 mem=39(h=38,m=1) io=83 l0=13 | 0.4ms avg=0.7ms +B 700: pg=137 mem=45(h=45,m=0) io=79 l0=13 | 0.4ms avg=0.7ms +B 800: pg=139 mem=45(h=45,m=0) io=77 l0=17 | 0.4ms avg=0.6ms +B 900: pg=119 mem=38(h=38,m=0) io=68 l0=13 | 0.4ms avg=0.6ms + +=== DPR-LFU-RANK (L0=lfu) === +Batches: 1000 | Avg: 0.5679 ms/batch +MEM: 44741 (hit=41732 miss=3009 rate=93.3%) +IO: 60743 | L0: 14068 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/taobao/mode16/taobao_mode16_20260501_034137_run4.log b/mode16_ablation/taobao/mode16/taobao_mode16_20260501_034137_run4.log new file mode 100644 index 0000000000000000000000000000000000000000..7e33240c9773c6f3d51d2ae08f3e661e2cbc89d2 --- /dev/null +++ b/mode16_ablation/taobao/mode16/taobao_mode16_20260501_034137_run4.log @@ -0,0 +1,23 @@ +Mode: DPR-LFU-RANK | Trace: tb_trace.csv | Layout: tb_se_remap.json +Tables: 3 | Pages: 25917 (101.2 MB) +dax mmap: 6144 MB +Mode 16 DPR-LFU-RANK: rank_warmup=100 hot_pct=5.00% cold_pct=50.00% (R_thr=1 for middle) +Rank state: 25917 pages × 5B (0.1 MB transient,then 1B/page) +L0 buffer: 102 pages (0 MB) | policy=lfu | K_thr=38 R_thr=1 +B 0: pg=120 mem=120(h=80,m=40) io=0 l0=0 | 3.6ms avg=3.6ms +Mode 16 classification at bid=100: 105 hot / 901 middle / 1064 cold (n_acc=2070) +B 100: pg=105 mem=46(h=45,m=1) io=59 l0=0 | 0.3ms avg=2.3ms +B 200: pg=123 mem=44(h=44,m=0) io=64 l0=15 | 0.3ms avg=1.3ms +B 300: pg=135 mem=36(h=36,m=0) io=67 l0=32 | 0.4ms avg=1.0ms +B 400: pg=110 mem=35(h=35,m=0) io=60 l0=15 | 0.3ms avg=0.8ms +B 500: pg=132 mem=43(h=43,m=0) io=69 l0=20 | 0.4ms avg=0.7ms +B 600: pg=135 mem=39(h=39,m=0) io=83 l0=13 | 0.4ms avg=0.7ms +B 700: pg=137 mem=45(h=45,m=0) io=79 l0=13 | 0.4ms avg=0.6ms +B 800: pg=139 mem=45(h=44,m=1) io=77 l0=17 | 0.4ms avg=0.6ms +B 900: pg=119 mem=38(h=37,m=1) io=68 l0=13 | 0.4ms avg=0.6ms + +=== DPR-LFU-RANK (L0=lfu) === +Batches: 1000 | Avg: 0.5555 ms/batch +MEM: 44741 (hit=41920 miss=2821 rate=93.7%) +IO: 60743 | L0: 14068 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/taobao/mode16/taobao_mode16_20260501_034137_run5.log b/mode16_ablation/taobao/mode16/taobao_mode16_20260501_034137_run5.log new file mode 100644 index 0000000000000000000000000000000000000000..b68b1635efc215c08449cdd53532e4f5ff628931 --- /dev/null +++ b/mode16_ablation/taobao/mode16/taobao_mode16_20260501_034137_run5.log @@ -0,0 +1,23 @@ +Mode: DPR-LFU-RANK | Trace: tb_trace.csv | Layout: tb_se_remap.json +Tables: 3 | Pages: 25917 (101.2 MB) +dax mmap: 6144 MB +Mode 16 DPR-LFU-RANK: rank_warmup=100 hot_pct=5.00% cold_pct=50.00% (R_thr=1 for middle) +Rank state: 25917 pages × 5B (0.1 MB transient,then 1B/page) +L0 buffer: 102 pages (0 MB) | policy=lfu | K_thr=38 R_thr=1 +B 0: pg=120 mem=120(h=76,m=44) io=0 l0=0 | 3.9ms avg=3.9ms +Mode 16 classification at bid=100: 105 hot / 901 middle / 1064 cold (n_acc=2070) +B 100: pg=105 mem=46(h=44,m=2) io=59 l0=0 | 0.3ms avg=2.3ms +B 200: pg=123 mem=44(h=44,m=0) io=64 l0=15 | 0.3ms avg=1.3ms +B 300: pg=135 mem=36(h=36,m=0) io=67 l0=32 | 0.4ms avg=1.0ms +B 400: pg=110 mem=35(h=35,m=0) io=60 l0=15 | 0.3ms avg=0.8ms +B 500: pg=132 mem=43(h=43,m=0) io=69 l0=20 | 0.4ms avg=0.7ms +B 600: pg=135 mem=39(h=39,m=0) io=83 l0=13 | 0.4ms avg=0.7ms +B 700: pg=137 mem=45(h=45,m=0) io=79 l0=13 | 0.4ms avg=0.6ms +B 800: pg=139 mem=45(h=44,m=1) io=77 l0=17 | 0.4ms avg=0.6ms +B 900: pg=119 mem=38(h=38,m=0) io=68 l0=13 | 0.4ms avg=0.6ms + +=== DPR-LFU-RANK (L0=lfu) === +Batches: 1000 | Avg: 0.5504 ms/batch +MEM: 44741 (hit=41981 miss=2760 rate=93.8%) +IO: 60743 | L0: 14068 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/taobao/mode2/taobao_mode2_20260501_034117.csv b/mode16_ablation/taobao/mode2/taobao_mode2_20260501_034117.csv new file mode 100644 index 0000000000000000000000000000000000000000..d4ff3f250126da0868f87d93327755ef68ea1c3d --- /dev/null +++ b/mode16_ablation/taobao/mode2/taobao_mode2_20260501_034117.csv @@ -0,0 +1,6 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,K_thr,R_thr,bufsz_mb,l0_pages,hot_pct,cold_pct +1,0.4056,99.8,489,85630,33433,1000,38,1,4,102,0.05,0.50 +2,0.4229,99.8,489,85630,33433,1000,38,1,4,102,0.05,0.50 +3,0.4271,99.8,489,85630,33433,1000,38,1,4,102,0.05,0.50 +4,0.4223,99.8,489,85630,33433,1000,38,1,4,102,0.05,0.50 +5,0.4192,99.8,489,85630,33433,1000,38,1,4,102,0.05,0.50 diff --git a/mode16_ablation/taobao/mode2/taobao_mode2_20260501_034117_run1.log b/mode16_ablation/taobao/mode2/taobao_mode2_20260501_034117_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..350a53f101a9ee79e088e936f2c167cdf0568245 --- /dev/null +++ b/mode16_ablation/taobao/mode2/taobao_mode2_20260501_034117_run1.log @@ -0,0 +1,20 @@ +Mode: E+L0 | Trace: tb_trace.csv | Layout: tb_se_remap.json +Tables: 3 | Pages: 25917 (101.2 MB) +dax mmap: 6144 MB +L0 buffer: 102 pages (0 MB) | policy=lfu | K_thr=38 R_thr=1 +B 0: pg=120 mem=0(h=0,m=0) io=120 l0=0 | 0.6ms avg=0.6ms +B 100: pg=105 mem=0(h=0,m=0) io=71 l0=34 | 0.4ms avg=0.4ms +B 200: pg=123 mem=0(h=0,m=0) io=89 l0=34 | 0.4ms avg=0.4ms +B 300: pg=135 mem=1(h=1,m=0) io=87 l0=47 | 0.4ms avg=0.4ms +B 400: pg=110 mem=0(h=0,m=0) io=81 l0=29 | 0.4ms avg=0.4ms +B 500: pg=132 mem=0(h=0,m=0) io=96 l0=36 | 0.4ms avg=0.4ms +B 600: pg=135 mem=1(h=1,m=0) io=107 l0=27 | 0.4ms avg=0.4ms +B 700: pg=137 mem=1(h=1,m=0) io=108 l0=28 | 0.4ms avg=0.4ms +B 800: pg=139 mem=1(h=1,m=0) io=105 l0=33 | 0.4ms avg=0.4ms +B 900: pg=119 mem=0(h=0,m=0) io=87 l0=32 | 0.4ms avg=0.4ms + +=== E+L0 (L0=lfu) === +Batches: 1000 | Avg: 0.4056 ms/batch +MEM: 489 (hit=488 miss=1 rate=99.8%) +IO: 85630 | L0: 33433 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/taobao/mode2/taobao_mode2_20260501_034117_run2.log b/mode16_ablation/taobao/mode2/taobao_mode2_20260501_034117_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..da8018f1f7a29ff2013f41d4f753163a51a1372d --- /dev/null +++ b/mode16_ablation/taobao/mode2/taobao_mode2_20260501_034117_run2.log @@ -0,0 +1,20 @@ +Mode: E+L0 | Trace: tb_trace.csv | Layout: tb_se_remap.json +Tables: 3 | Pages: 25917 (101.2 MB) +dax mmap: 6144 MB +L0 buffer: 102 pages (0 MB) | policy=lfu | K_thr=38 R_thr=1 +B 0: pg=120 mem=0(h=0,m=0) io=120 l0=0 | 0.6ms avg=0.6ms +B 100: pg=105 mem=0(h=0,m=0) io=71 l0=34 | 0.4ms avg=0.4ms +B 200: pg=123 mem=0(h=0,m=0) io=89 l0=34 | 0.4ms avg=0.4ms +B 300: pg=135 mem=1(h=1,m=0) io=87 l0=47 | 0.4ms avg=0.4ms +B 400: pg=110 mem=0(h=0,m=0) io=81 l0=29 | 0.4ms avg=0.4ms +B 500: pg=132 mem=0(h=0,m=0) io=96 l0=36 | 0.4ms avg=0.4ms +B 600: pg=135 mem=1(h=1,m=0) io=107 l0=27 | 0.4ms avg=0.4ms +B 700: pg=137 mem=1(h=1,m=0) io=108 l0=28 | 0.4ms avg=0.4ms +B 800: pg=139 mem=1(h=1,m=0) io=105 l0=33 | 0.4ms avg=0.4ms +B 900: pg=119 mem=0(h=0,m=0) io=87 l0=32 | 0.4ms avg=0.4ms + +=== E+L0 (L0=lfu) === +Batches: 1000 | Avg: 0.4229 ms/batch +MEM: 489 (hit=488 miss=1 rate=99.8%) +IO: 85630 | L0: 33433 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/taobao/mode2/taobao_mode2_20260501_034117_run3.log b/mode16_ablation/taobao/mode2/taobao_mode2_20260501_034117_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..57eb95f3563d85f042b4ac54c3f36922c6f09950 --- /dev/null +++ b/mode16_ablation/taobao/mode2/taobao_mode2_20260501_034117_run3.log @@ -0,0 +1,20 @@ +Mode: E+L0 | Trace: tb_trace.csv | Layout: tb_se_remap.json +Tables: 3 | Pages: 25917 (101.2 MB) +dax mmap: 6144 MB +L0 buffer: 102 pages (0 MB) | policy=lfu | K_thr=38 R_thr=1 +B 0: pg=120 mem=0(h=0,m=0) io=120 l0=0 | 0.5ms avg=0.5ms +B 100: pg=105 mem=0(h=0,m=0) io=71 l0=34 | 0.5ms avg=0.4ms +B 200: pg=123 mem=0(h=0,m=0) io=89 l0=34 | 0.4ms avg=0.4ms +B 300: pg=135 mem=1(h=1,m=0) io=87 l0=47 | 0.4ms avg=0.4ms +B 400: pg=110 mem=0(h=0,m=0) io=81 l0=29 | 0.4ms avg=0.4ms +B 500: pg=132 mem=0(h=0,m=0) io=96 l0=36 | 0.4ms avg=0.4ms +B 600: pg=135 mem=1(h=1,m=0) io=107 l0=27 | 0.6ms avg=0.4ms +B 700: pg=137 mem=1(h=1,m=0) io=108 l0=28 | 0.4ms avg=0.4ms +B 800: pg=139 mem=1(h=1,m=0) io=105 l0=33 | 0.4ms avg=0.4ms +B 900: pg=119 mem=0(h=0,m=0) io=87 l0=32 | 0.4ms avg=0.4ms + +=== E+L0 (L0=lfu) === +Batches: 1000 | Avg: 0.4271 ms/batch +MEM: 489 (hit=488 miss=1 rate=99.8%) +IO: 85630 | L0: 33433 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/taobao/mode2/taobao_mode2_20260501_034117_run4.log b/mode16_ablation/taobao/mode2/taobao_mode2_20260501_034117_run4.log new file mode 100644 index 0000000000000000000000000000000000000000..cf5f923c95700bca582409d71494eb7066e758f9 --- /dev/null +++ b/mode16_ablation/taobao/mode2/taobao_mode2_20260501_034117_run4.log @@ -0,0 +1,20 @@ +Mode: E+L0 | Trace: tb_trace.csv | Layout: tb_se_remap.json +Tables: 3 | Pages: 25917 (101.2 MB) +dax mmap: 6144 MB +L0 buffer: 102 pages (0 MB) | policy=lfu | K_thr=38 R_thr=1 +B 0: pg=120 mem=0(h=0,m=0) io=120 l0=0 | 0.5ms avg=0.5ms +B 100: pg=105 mem=0(h=0,m=0) io=71 l0=34 | 0.4ms avg=0.4ms +B 200: pg=123 mem=0(h=0,m=0) io=89 l0=34 | 0.4ms avg=0.4ms +B 300: pg=135 mem=1(h=1,m=0) io=87 l0=47 | 0.5ms avg=0.4ms +B 400: pg=110 mem=0(h=0,m=0) io=81 l0=29 | 0.4ms avg=0.4ms +B 500: pg=132 mem=0(h=0,m=0) io=96 l0=36 | 0.4ms avg=0.4ms +B 600: pg=135 mem=1(h=1,m=0) io=107 l0=27 | 0.4ms avg=0.4ms +B 700: pg=137 mem=1(h=1,m=0) io=108 l0=28 | 0.4ms avg=0.4ms +B 800: pg=139 mem=1(h=1,m=0) io=105 l0=33 | 0.5ms avg=0.4ms +B 900: pg=119 mem=0(h=0,m=0) io=87 l0=32 | 0.5ms avg=0.4ms + +=== E+L0 (L0=lfu) === +Batches: 1000 | Avg: 0.4223 ms/batch +MEM: 489 (hit=488 miss=1 rate=99.8%) +IO: 85630 | L0: 33433 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/taobao/mode2/taobao_mode2_20260501_034117_run5.log b/mode16_ablation/taobao/mode2/taobao_mode2_20260501_034117_run5.log new file mode 100644 index 0000000000000000000000000000000000000000..0dc48daff8c2d71713676cf88a3b164a490afba3 --- /dev/null +++ b/mode16_ablation/taobao/mode2/taobao_mode2_20260501_034117_run5.log @@ -0,0 +1,20 @@ +Mode: E+L0 | Trace: tb_trace.csv | Layout: tb_se_remap.json +Tables: 3 | Pages: 25917 (101.2 MB) +dax mmap: 6144 MB +L0 buffer: 102 pages (0 MB) | policy=lfu | K_thr=38 R_thr=1 +B 0: pg=120 mem=0(h=0,m=0) io=120 l0=0 | 0.6ms avg=0.6ms +B 100: pg=105 mem=0(h=0,m=0) io=71 l0=34 | 0.4ms avg=0.4ms +B 200: pg=123 mem=0(h=0,m=0) io=89 l0=34 | 0.4ms avg=0.4ms +B 300: pg=135 mem=1(h=1,m=0) io=87 l0=47 | 0.4ms avg=0.4ms +B 400: pg=110 mem=0(h=0,m=0) io=81 l0=29 | 0.4ms avg=0.4ms +B 500: pg=132 mem=0(h=0,m=0) io=96 l0=36 | 0.4ms avg=0.4ms +B 600: pg=135 mem=1(h=1,m=0) io=107 l0=27 | 0.4ms avg=0.4ms +B 700: pg=137 mem=1(h=1,m=0) io=108 l0=28 | 0.4ms avg=0.4ms +B 800: pg=139 mem=1(h=1,m=0) io=105 l0=33 | 0.4ms avg=0.4ms +B 900: pg=119 mem=0(h=0,m=0) io=87 l0=32 | 0.4ms avg=0.4ms + +=== E+L0 (L0=lfu) === +Batches: 1000 | Avg: 0.4192 ms/batch +MEM: 489 (hit=488 miss=1 rate=99.8%) +IO: 85630 | L0: 33433 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/taobao/mode9/taobao_mode9_20260501_034125.csv b/mode16_ablation/taobao/mode9/taobao_mode9_20260501_034125.csv new file mode 100644 index 0000000000000000000000000000000000000000..4502c0c139505e7f8e03742ea94a7f902111bc7e --- /dev/null +++ b/mode16_ablation/taobao/mode9/taobao_mode9_20260501_034125.csv @@ -0,0 +1,6 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,K_thr,R_thr,bufsz_mb,l0_pages,hot_pct,cold_pct +1,0.7090,86.4,22811,79085,17656,1000,38,1,4,102,0.05,0.50 +2,0.6623,87.7,21589,80216,17747,1000,38,1,4,102,0.05,0.50 +3,0.6592,88.1,22251,79492,17809,1000,38,1,4,102,0.05,0.50 +4,0.6348,90.1,25725,76617,17210,1000,38,1,4,102,0.05,0.50 +5,0.6506,88.6,22799,78967,17786,1000,38,1,4,102,0.05,0.50 diff --git a/mode16_ablation/taobao/mode9/taobao_mode9_20260501_034125_run1.log b/mode16_ablation/taobao/mode9/taobao_mode9_20260501_034125_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..f40838dd054c51e5380793dff899419f21ea9663 --- /dev/null +++ b/mode16_ablation/taobao/mode9/taobao_mode9_20260501_034125_run1.log @@ -0,0 +1,24 @@ +Mode: DPR-EWMA-POLLUTION | Trace: tb_trace.csv | Layout: tb_se_remap.json +Tables: 3 | Pages: 25917 (101.2 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 25917 pages (0.1 MB) +L0 buffer: 102 pages (0 MB) | policy=lfu | K_thr=38 R_thr=1 +B 0: pg=120 mem=120(h=0,m=120) io=0 l0=0 | 11.6ms avg=11.6ms +B 100: pg=105 mem=16(h=16,m=0) io=89 l0=0 | 0.5ms avg=3.0ms +B 200: pg=123 mem=14(h=14,m=0) io=85 l0=24 | 0.4ms avg=1.7ms +B 300: pg=135 mem=16(h=16,m=0) io=86 l0=33 | 0.4ms avg=1.3ms +B 400: pg=110 mem=14(h=14,m=0) io=73 l0=23 | 0.4ms avg=1.1ms +B 500: pg=132 mem=17(h=17,m=0) io=95 l0=20 | 0.5ms avg=0.9ms +B 600: pg=135 mem=15(h=15,m=0) io=104 l0=16 | 0.5ms avg=0.9ms +B 700: pg=137 mem=15(h=15,m=0) io=114 l0=8 | 0.6ms avg=0.8ms +B 800: pg=139 mem=16(h=16,m=0) io=110 l0=13 | 0.6ms avg=0.8ms +B 900: pg=119 mem=19(h=19,m=0) io=84 l0=16 | 0.4ms avg=0.7ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 1000 | Avg: 0.7090 ms/batch +MEM: 22811 (hit=19715 miss=3096 rate=86.4%) +IO: 79085 | L0: 17656 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/taobao/mode9/taobao_mode9_20260501_034125_run2.log b/mode16_ablation/taobao/mode9/taobao_mode9_20260501_034125_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..b67edb1e17aee801390c41eb03732be8d29ddf70 --- /dev/null +++ b/mode16_ablation/taobao/mode9/taobao_mode9_20260501_034125_run2.log @@ -0,0 +1,24 @@ +Mode: DPR-EWMA-POLLUTION | Trace: tb_trace.csv | Layout: tb_se_remap.json +Tables: 3 | Pages: 25917 (101.2 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 25917 pages (0.1 MB) +L0 buffer: 102 pages (0 MB) | policy=lfu | K_thr=38 R_thr=1 +B 0: pg=120 mem=120(h=54,m=66) io=0 l0=0 | 5.9ms avg=5.9ms +B 100: pg=105 mem=14(h=14,m=0) io=91 l0=0 | 0.5ms avg=2.4ms +B 200: pg=123 mem=14(h=14,m=0) io=89 l0=20 | 0.5ms avg=1.4ms +B 300: pg=135 mem=15(h=15,m=0) io=87 l0=33 | 0.4ms avg=1.1ms +B 400: pg=110 mem=11(h=11,m=0) io=77 l0=22 | 0.4ms avg=0.9ms +B 500: pg=132 mem=15(h=15,m=0) io=96 l0=21 | 0.5ms avg=0.8ms +B 600: pg=135 mem=14(h=14,m=0) io=101 l0=20 | 0.5ms avg=0.8ms +B 700: pg=137 mem=16(h=16,m=0) io=109 l0=12 | 0.6ms avg=0.7ms +B 800: pg=139 mem=16(h=16,m=0) io=105 l0=18 | 0.6ms avg=0.7ms +B 900: pg=119 mem=16(h=16,m=0) io=88 l0=15 | 0.4ms avg=0.7ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 1000 | Avg: 0.6623 ms/batch +MEM: 21589 (hit=18938 miss=2651 rate=87.7%) +IO: 80216 | L0: 17747 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/taobao/mode9/taobao_mode9_20260501_034125_run3.log b/mode16_ablation/taobao/mode9/taobao_mode9_20260501_034125_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..7e915014fd73b161149e0959442e7f0c07551831 --- /dev/null +++ b/mode16_ablation/taobao/mode9/taobao_mode9_20260501_034125_run3.log @@ -0,0 +1,24 @@ +Mode: DPR-EWMA-POLLUTION | Trace: tb_trace.csv | Layout: tb_se_remap.json +Tables: 3 | Pages: 25917 (101.2 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 25917 pages (0.1 MB) +L0 buffer: 102 pages (0 MB) | policy=lfu | K_thr=38 R_thr=1 +B 0: pg=120 mem=120(h=64,m=56) io=0 l0=0 | 4.9ms avg=4.9ms +B 100: pg=105 mem=14(h=14,m=0) io=91 l0=0 | 0.5ms avg=2.4ms +B 200: pg=123 mem=15(h=15,m=0) io=82 l0=26 | 0.4ms avg=1.4ms +B 300: pg=135 mem=14(h=14,m=0) io=96 l0=25 | 0.5ms avg=1.1ms +B 400: pg=110 mem=14(h=14,m=0) io=81 l0=15 | 0.4ms avg=0.9ms +B 500: pg=132 mem=15(h=15,m=0) io=96 l0=21 | 0.5ms avg=0.8ms +B 600: pg=135 mem=14(h=14,m=0) io=110 l0=11 | 0.6ms avg=0.8ms +B 700: pg=137 mem=15(h=15,m=0) io=108 l0=14 | 0.6ms avg=0.7ms +B 800: pg=139 mem=15(h=15,m=0) io=98 l0=26 | 0.5ms avg=0.7ms +B 900: pg=119 mem=18(h=18,m=0) io=84 l0=17 | 0.4ms avg=0.7ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 1000 | Avg: 0.6592 ms/batch +MEM: 22251 (hit=19611 miss=2640 rate=88.1%) +IO: 79492 | L0: 17809 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/taobao/mode9/taobao_mode9_20260501_034125_run4.log b/mode16_ablation/taobao/mode9/taobao_mode9_20260501_034125_run4.log new file mode 100644 index 0000000000000000000000000000000000000000..1939bf219fb87dca6711bd54cd29cbdb78f4732b --- /dev/null +++ b/mode16_ablation/taobao/mode9/taobao_mode9_20260501_034125_run4.log @@ -0,0 +1,24 @@ +Mode: DPR-EWMA-POLLUTION | Trace: tb_trace.csv | Layout: tb_se_remap.json +Tables: 3 | Pages: 25917 (101.2 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 25917 pages (0.1 MB) +L0 buffer: 102 pages (0 MB) | policy=lfu | K_thr=38 R_thr=1 +B 0: pg=120 mem=120(h=58,m=62) io=0 l0=0 | 5.5ms avg=5.5ms +B 100: pg=105 mem=19(h=19,m=0) io=86 l0=0 | 0.4ms avg=2.3ms +B 200: pg=123 mem=19(h=19,m=0) io=78 l0=26 | 0.4ms avg=1.4ms +B 300: pg=135 mem=19(h=19,m=0) io=90 l0=26 | 0.5ms avg=1.0ms +B 400: pg=110 mem=15(h=15,m=0) io=75 l0=20 | 0.4ms avg=0.9ms +B 500: pg=132 mem=23(h=23,m=0) io=84 l0=25 | 0.4ms avg=0.8ms +B 600: pg=135 mem=19(h=19,m=0) io=102 l0=14 | 0.5ms avg=0.7ms +B 700: pg=137 mem=20(h=20,m=0) io=102 l0=15 | 0.5ms avg=0.7ms +B 800: pg=139 mem=22(h=22,m=0) io=102 l0=15 | 0.5ms avg=0.7ms +B 900: pg=119 mem=21(h=21,m=0) io=81 l0=17 | 0.4ms avg=0.7ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 1000 | Avg: 0.6348 ms/batch +MEM: 25725 (hit=23183 miss=2542 rate=90.1%) +IO: 76617 | L0: 17210 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/taobao/mode9/taobao_mode9_20260501_034125_run5.log b/mode16_ablation/taobao/mode9/taobao_mode9_20260501_034125_run5.log new file mode 100644 index 0000000000000000000000000000000000000000..4c0c4e9ddc98ce5b567158b2cec5c40153d2cc21 --- /dev/null +++ b/mode16_ablation/taobao/mode9/taobao_mode9_20260501_034125_run5.log @@ -0,0 +1,24 @@ +Mode: DPR-EWMA-POLLUTION | Trace: tb_trace.csv | Layout: tb_se_remap.json +Tables: 3 | Pages: 25917 (101.2 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 25917 pages (0.1 MB) +L0 buffer: 102 pages (0 MB) | policy=lfu | K_thr=38 R_thr=1 +B 0: pg=120 mem=120(h=52,m=68) io=0 l0=0 | 6.1ms avg=6.1ms +B 100: pg=105 mem=15(h=15,m=0) io=90 l0=0 | 0.5ms avg=2.4ms +B 200: pg=123 mem=15(h=15,m=0) io=85 l0=23 | 0.4ms avg=1.4ms +B 300: pg=135 mem=16(h=16,m=0) io=88 l0=31 | 0.4ms avg=1.1ms +B 400: pg=110 mem=14(h=14,m=0) io=73 l0=23 | 0.4ms avg=0.9ms +B 500: pg=132 mem=16(h=16,m=0) io=89 l0=27 | 0.5ms avg=0.8ms +B 600: pg=135 mem=14(h=14,m=0) io=98 l0=23 | 0.5ms avg=0.8ms +B 700: pg=137 mem=17(h=17,m=0) io=102 l0=18 | 0.5ms avg=0.7ms +B 800: pg=139 mem=18(h=18,m=0) io=104 l0=17 | 0.5ms avg=0.7ms +B 900: pg=119 mem=19(h=19,m=0) io=81 l0=19 | 0.4ms avg=0.7ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 1000 | Avg: 0.6506 ms/batch +MEM: 22799 (hit=20209 miss=2590 rate=88.6%) +IO: 78967 | L0: 17786 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/tmall/DONE.marker b/mode16_ablation/tmall/DONE.marker new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/mode16_ablation/tmall/mode13/tmall_mode13_20260501_035253.csv b/mode16_ablation/tmall/mode13/tmall_mode13_20260501_035253.csv new file mode 100644 index 0000000000000000000000000000000000000000..51a6290bca4b43c603446d9c9a68ced8daf0beef --- /dev/null +++ b/mode16_ablation/tmall/mode13/tmall_mode13_20260501_035253.csv @@ -0,0 +1,6 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,K_thr,R_thr,bufsz_mb,l0_pages,hot_pct,cold_pct +1,0.7244,45.5,11069,170112,9274,2000,14,1,24,614,0.10,0.30 +2,0.7182,45.4,11050,170043,9362,2000,14,1,24,614,0.10,0.30 +3,0.7173,45.5,11063,170079,9313,2000,14,1,24,614,0.10,0.30 +4,0.7176,45.5,11063,170079,9313,2000,14,1,24,614,0.10,0.30 +5,0.7186,45.4,11050,170043,9362,2000,14,1,24,614,0.10,0.30 diff --git a/mode16_ablation/tmall/mode13/tmall_mode13_20260501_035253_run1.log b/mode16_ablation/tmall/mode13/tmall_mode13_20260501_035253_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..4ff678d86c5d7b2b032bbd0d91d936da200bf947 --- /dev/null +++ b/mode16_ablation/tmall/mode13/tmall_mode13_20260501_035253_run1.log @@ -0,0 +1,33 @@ +Mode: DPR-EWMA-L0FIX | Trace: tmall_trace.csv | Layout: tmall_se_remap.json +Tables: 1 | Pages: 135745 (530.3 MB) +dax mmap: 6144 MB +Mode 13 DPR-EWMA-L0FIX: theta*=0.928 (Mode 9 + L0-hit ewma update) +EWMA state: 135745 pages (0.5 MB) +Warm-up: first 100 batches route all to MEM +L0 buffer: 614 pages (2 MB) | policy=lfu | K_thr=14 R_thr=1 +B 0: pg=131 mem=131(h=36,m=95) io=0 l0=0 | 6.7ms avg=6.7ms +B 100: pg=107 mem=1(h=1,m=0) io=106 l0=0 | 0.6ms avg=5.6ms +B 200: pg=36 mem=0(h=0,m=0) io=34 l0=2 | 0.2ms avg=3.1ms +B 300: pg=25 mem=0(h=0,m=0) io=22 l0=3 | 0.1ms avg=2.2ms +B 400: pg=110 mem=0(h=0,m=0) io=100 l0=10 | 0.5ms avg=1.7ms +B 500: pg=128 mem=0(h=0,m=0) io=120 l0=8 | 0.6ms avg=1.5ms +B 600: pg=53 mem=0(h=0,m=0) io=51 l0=2 | 0.3ms avg=1.3ms +B 700: pg=39 mem=0(h=0,m=0) io=34 l0=5 | 0.2ms avg=1.2ms +B 800: pg=16 mem=0(h=0,m=0) io=12 l0=4 | 0.1ms avg=1.1ms +B 900: pg=161 mem=0(h=0,m=0) io=156 l0=5 | 0.8ms avg=1.0ms +B1000: pg=14 mem=0(h=0,m=0) io=12 l0=2 | 0.1ms avg=1.0ms +B1100: pg=151 mem=0(h=0,m=0) io=150 l0=1 | 0.8ms avg=0.9ms +B1200: pg=108 mem=1(h=1,m=0) io=101 l0=6 | 0.5ms avg=0.9ms +B1300: pg=129 mem=0(h=0,m=0) io=125 l0=4 | 0.6ms avg=0.9ms +B1400: pg=71 mem=1(h=1,m=0) io=63 l0=7 | 0.3ms avg=0.8ms +B1500: pg=128 mem=1(h=1,m=0) io=123 l0=4 | 0.6ms avg=0.8ms +B1600: pg=137 mem=1(h=1,m=0) io=131 l0=5 | 0.7ms avg=0.8ms +B1700: pg=124 mem=0(h=0,m=0) io=121 l0=3 | 0.6ms avg=0.8ms +B1800: pg=168 mem=1(h=1,m=0) io=159 l0=8 | 0.8ms avg=0.8ms +B1900: pg=38 mem=0(h=0,m=0) io=37 l0=1 | 0.2ms avg=0.7ms + +=== DPR-EWMA-L0FIX (L0=lfu) === +Batches: 2000 | Avg: 0.7244 ms/batch +MEM: 11069 (hit=5036 miss=6033 rate=45.5%) +IO: 170112 | L0: 9274 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/tmall/mode13/tmall_mode13_20260501_035253_run2.log b/mode16_ablation/tmall/mode13/tmall_mode13_20260501_035253_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..5e6d25fe23aed37b793690092d12030a1a0a108f --- /dev/null +++ b/mode16_ablation/tmall/mode13/tmall_mode13_20260501_035253_run2.log @@ -0,0 +1,33 @@ +Mode: DPR-EWMA-L0FIX | Trace: tmall_trace.csv | Layout: tmall_se_remap.json +Tables: 1 | Pages: 135745 (530.3 MB) +dax mmap: 6144 MB +Mode 13 DPR-EWMA-L0FIX: theta*=0.928 (Mode 9 + L0-hit ewma update) +EWMA state: 135745 pages (0.5 MB) +Warm-up: first 100 batches route all to MEM +L0 buffer: 614 pages (2 MB) | policy=lfu | K_thr=14 R_thr=1 +B 0: pg=131 mem=131(h=35,m=96) io=0 l0=0 | 6.7ms avg=6.7ms +B 100: pg=107 mem=1(h=1,m=0) io=106 l0=0 | 0.6ms avg=5.5ms +B 200: pg=36 mem=0(h=0,m=0) io=34 l0=2 | 0.2ms avg=3.0ms +B 300: pg=25 mem=0(h=0,m=0) io=22 l0=3 | 0.1ms avg=2.1ms +B 400: pg=110 mem=0(h=0,m=0) io=100 l0=10 | 0.5ms avg=1.7ms +B 500: pg=128 mem=0(h=0,m=0) io=120 l0=8 | 0.6ms avg=1.4ms +B 600: pg=53 mem=0(h=0,m=0) io=51 l0=2 | 0.3ms avg=1.3ms +B 700: pg=39 mem=0(h=0,m=0) io=34 l0=5 | 0.2ms avg=1.2ms +B 800: pg=16 mem=0(h=0,m=0) io=12 l0=4 | 0.1ms avg=1.1ms +B 900: pg=161 mem=0(h=0,m=0) io=156 l0=5 | 0.8ms avg=1.0ms +B1000: pg=14 mem=0(h=0,m=0) io=12 l0=2 | 0.1ms avg=1.0ms +B1100: pg=151 mem=0(h=0,m=0) io=149 l0=2 | 0.8ms avg=0.9ms +B1200: pg=108 mem=1(h=1,m=0) io=101 l0=6 | 0.5ms avg=0.9ms +B1300: pg=129 mem=0(h=0,m=0) io=126 l0=3 | 0.6ms avg=0.8ms +B1400: pg=71 mem=1(h=1,m=0) io=63 l0=7 | 0.3ms avg=0.8ms +B1500: pg=128 mem=1(h=1,m=0) io=123 l0=4 | 0.6ms avg=0.8ms +B1600: pg=137 mem=1(h=1,m=0) io=131 l0=5 | 0.7ms avg=0.8ms +B1700: pg=124 mem=0(h=0,m=0) io=121 l0=3 | 0.6ms avg=0.8ms +B1800: pg=168 mem=1(h=1,m=0) io=159 l0=8 | 0.8ms avg=0.7ms +B1900: pg=38 mem=0(h=0,m=0) io=35 l0=3 | 0.2ms avg=0.7ms + +=== DPR-EWMA-L0FIX (L0=lfu) === +Batches: 2000 | Avg: 0.7182 ms/batch +MEM: 11050 (hit=5018 miss=6032 rate=45.4%) +IO: 170043 | L0: 9362 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/tmall/mode13/tmall_mode13_20260501_035253_run3.log b/mode16_ablation/tmall/mode13/tmall_mode13_20260501_035253_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..fef414f88ef3acc592fd6d25a066481d183d62f9 --- /dev/null +++ b/mode16_ablation/tmall/mode13/tmall_mode13_20260501_035253_run3.log @@ -0,0 +1,33 @@ +Mode: DPR-EWMA-L0FIX | Trace: tmall_trace.csv | Layout: tmall_se_remap.json +Tables: 1 | Pages: 135745 (530.3 MB) +dax mmap: 6144 MB +Mode 13 DPR-EWMA-L0FIX: theta*=0.928 (Mode 9 + L0-hit ewma update) +EWMA state: 135745 pages (0.5 MB) +Warm-up: first 100 batches route all to MEM +L0 buffer: 614 pages (2 MB) | policy=lfu | K_thr=14 R_thr=1 +B 0: pg=131 mem=131(h=36,m=95) io=0 l0=0 | 6.6ms avg=6.6ms +B 100: pg=107 mem=1(h=1,m=0) io=106 l0=0 | 0.6ms avg=5.5ms +B 200: pg=36 mem=0(h=0,m=0) io=34 l0=2 | 0.2ms avg=3.0ms +B 300: pg=25 mem=0(h=0,m=0) io=22 l0=3 | 0.1ms avg=2.1ms +B 400: pg=110 mem=0(h=0,m=0) io=99 l0=11 | 0.5ms avg=1.7ms +B 500: pg=128 mem=0(h=0,m=0) io=118 l0=10 | 0.6ms avg=1.4ms +B 600: pg=53 mem=0(h=0,m=0) io=52 l0=1 | 0.3ms avg=1.3ms +B 700: pg=39 mem=0(h=0,m=0) io=34 l0=5 | 0.2ms avg=1.2ms +B 800: pg=16 mem=0(h=0,m=0) io=13 l0=3 | 0.1ms avg=1.1ms +B 900: pg=161 mem=0(h=0,m=0) io=157 l0=4 | 0.8ms avg=1.0ms +B1000: pg=14 mem=0(h=0,m=0) io=12 l0=2 | 0.1ms avg=1.0ms +B1100: pg=151 mem=0(h=0,m=0) io=150 l0=1 | 0.8ms avg=0.9ms +B1200: pg=108 mem=1(h=1,m=0) io=101 l0=6 | 0.5ms avg=0.9ms +B1300: pg=129 mem=0(h=0,m=0) io=126 l0=3 | 0.6ms avg=0.8ms +B1400: pg=71 mem=1(h=1,m=0) io=65 l0=5 | 0.4ms avg=0.8ms +B1500: pg=128 mem=1(h=1,m=0) io=122 l0=5 | 0.6ms avg=0.8ms +B1600: pg=137 mem=1(h=1,m=0) io=131 l0=5 | 0.7ms avg=0.8ms +B1700: pg=124 mem=0(h=0,m=0) io=121 l0=3 | 0.6ms avg=0.8ms +B1800: pg=168 mem=2(h=2,m=0) io=160 l0=6 | 0.8ms avg=0.7ms +B1900: pg=38 mem=0(h=0,m=0) io=36 l0=2 | 0.2ms avg=0.7ms + +=== DPR-EWMA-L0FIX (L0=lfu) === +Batches: 2000 | Avg: 0.7173 ms/batch +MEM: 11063 (hit=5033 miss=6030 rate=45.5%) +IO: 170079 | L0: 9313 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/tmall/mode13/tmall_mode13_20260501_035253_run4.log b/mode16_ablation/tmall/mode13/tmall_mode13_20260501_035253_run4.log new file mode 100644 index 0000000000000000000000000000000000000000..b9f7cac28fc8ba6308e989c767505c5bf296d990 --- /dev/null +++ b/mode16_ablation/tmall/mode13/tmall_mode13_20260501_035253_run4.log @@ -0,0 +1,33 @@ +Mode: DPR-EWMA-L0FIX | Trace: tmall_trace.csv | Layout: tmall_se_remap.json +Tables: 1 | Pages: 135745 (530.3 MB) +dax mmap: 6144 MB +Mode 13 DPR-EWMA-L0FIX: theta*=0.928 (Mode 9 + L0-hit ewma update) +EWMA state: 135745 pages (0.5 MB) +Warm-up: first 100 batches route all to MEM +L0 buffer: 614 pages (2 MB) | policy=lfu | K_thr=14 R_thr=1 +B 0: pg=131 mem=131(h=36,m=95) io=0 l0=0 | 6.7ms avg=6.7ms +B 100: pg=107 mem=1(h=1,m=0) io=106 l0=0 | 0.6ms avg=5.5ms +B 200: pg=36 mem=0(h=0,m=0) io=34 l0=2 | 0.2ms avg=3.0ms +B 300: pg=25 mem=0(h=0,m=0) io=22 l0=3 | 0.1ms avg=2.1ms +B 400: pg=110 mem=0(h=0,m=0) io=99 l0=11 | 0.5ms avg=1.7ms +B 500: pg=128 mem=0(h=0,m=0) io=118 l0=10 | 0.6ms avg=1.4ms +B 600: pg=53 mem=0(h=0,m=0) io=52 l0=1 | 0.3ms avg=1.3ms +B 700: pg=39 mem=0(h=0,m=0) io=34 l0=5 | 0.2ms avg=1.2ms +B 800: pg=16 mem=0(h=0,m=0) io=13 l0=3 | 0.1ms avg=1.1ms +B 900: pg=161 mem=0(h=0,m=0) io=157 l0=4 | 0.8ms avg=1.0ms +B1000: pg=14 mem=0(h=0,m=0) io=12 l0=2 | 0.1ms avg=1.0ms +B1100: pg=151 mem=0(h=0,m=0) io=150 l0=1 | 0.8ms avg=0.9ms +B1200: pg=108 mem=1(h=1,m=0) io=101 l0=6 | 0.5ms avg=0.9ms +B1300: pg=129 mem=0(h=0,m=0) io=126 l0=3 | 0.6ms avg=0.8ms +B1400: pg=71 mem=1(h=1,m=0) io=65 l0=5 | 0.4ms avg=0.8ms +B1500: pg=128 mem=1(h=1,m=0) io=122 l0=5 | 0.6ms avg=0.8ms +B1600: pg=137 mem=1(h=1,m=0) io=131 l0=5 | 0.7ms avg=0.8ms +B1700: pg=124 mem=0(h=0,m=0) io=121 l0=3 | 0.6ms avg=0.8ms +B1800: pg=168 mem=2(h=2,m=0) io=160 l0=6 | 0.8ms avg=0.7ms +B1900: pg=38 mem=0(h=0,m=0) io=36 l0=2 | 0.2ms avg=0.7ms + +=== DPR-EWMA-L0FIX (L0=lfu) === +Batches: 2000 | Avg: 0.7176 ms/batch +MEM: 11063 (hit=5029 miss=6034 rate=45.5%) +IO: 170079 | L0: 9313 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/tmall/mode13/tmall_mode13_20260501_035253_run5.log b/mode16_ablation/tmall/mode13/tmall_mode13_20260501_035253_run5.log new file mode 100644 index 0000000000000000000000000000000000000000..efb1dc5286933d93e989f68f67e9897517b1f5ff --- /dev/null +++ b/mode16_ablation/tmall/mode13/tmall_mode13_20260501_035253_run5.log @@ -0,0 +1,33 @@ +Mode: DPR-EWMA-L0FIX | Trace: tmall_trace.csv | Layout: tmall_se_remap.json +Tables: 1 | Pages: 135745 (530.3 MB) +dax mmap: 6144 MB +Mode 13 DPR-EWMA-L0FIX: theta*=0.928 (Mode 9 + L0-hit ewma update) +EWMA state: 135745 pages (0.5 MB) +Warm-up: first 100 batches route all to MEM +L0 buffer: 614 pages (2 MB) | policy=lfu | K_thr=14 R_thr=1 +B 0: pg=131 mem=131(h=36,m=95) io=0 l0=0 | 6.6ms avg=6.6ms +B 100: pg=107 mem=1(h=1,m=0) io=106 l0=0 | 0.6ms avg=5.5ms +B 200: pg=36 mem=0(h=0,m=0) io=34 l0=2 | 0.2ms avg=3.0ms +B 300: pg=25 mem=0(h=0,m=0) io=22 l0=3 | 0.1ms avg=2.1ms +B 400: pg=110 mem=0(h=0,m=0) io=100 l0=10 | 0.5ms avg=1.7ms +B 500: pg=128 mem=0(h=0,m=0) io=120 l0=8 | 0.6ms avg=1.4ms +B 600: pg=53 mem=0(h=0,m=0) io=51 l0=2 | 0.3ms avg=1.3ms +B 700: pg=39 mem=0(h=0,m=0) io=34 l0=5 | 0.2ms avg=1.2ms +B 800: pg=16 mem=0(h=0,m=0) io=12 l0=4 | 0.1ms avg=1.1ms +B 900: pg=161 mem=0(h=0,m=0) io=156 l0=5 | 0.8ms avg=1.0ms +B1000: pg=14 mem=0(h=0,m=0) io=12 l0=2 | 0.1ms avg=1.0ms +B1100: pg=151 mem=0(h=0,m=0) io=149 l0=2 | 0.8ms avg=0.9ms +B1200: pg=108 mem=1(h=1,m=0) io=101 l0=6 | 0.5ms avg=0.9ms +B1300: pg=129 mem=0(h=0,m=0) io=126 l0=3 | 0.6ms avg=0.8ms +B1400: pg=71 mem=1(h=1,m=0) io=63 l0=7 | 0.3ms avg=0.8ms +B1500: pg=128 mem=1(h=1,m=0) io=123 l0=4 | 0.6ms avg=0.8ms +B1600: pg=137 mem=1(h=1,m=0) io=131 l0=5 | 0.7ms avg=0.8ms +B1700: pg=124 mem=0(h=0,m=0) io=121 l0=3 | 0.6ms avg=0.8ms +B1800: pg=168 mem=1(h=1,m=0) io=159 l0=8 | 0.8ms avg=0.7ms +B1900: pg=38 mem=0(h=0,m=0) io=35 l0=3 | 0.2ms avg=0.7ms + +=== DPR-EWMA-L0FIX (L0=lfu) === +Batches: 2000 | Avg: 0.7186 ms/batch +MEM: 11050 (hit=5016 miss=6034 rate=45.4%) +IO: 170043 | L0: 9362 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/tmall/mode16/tmall_mode16_20260501_035301.csv b/mode16_ablation/tmall/mode16/tmall_mode16_20260501_035301.csv new file mode 100644 index 0000000000000000000000000000000000000000..fc2699a3db6a8633ae5a13e281231659f1195be1 --- /dev/null +++ b/mode16_ablation/tmall/mode16/tmall_mode16_20260501_035301.csv @@ -0,0 +1,6 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,K_thr,R_thr,bufsz_mb,l0_pages,hot_pct,cold_pct +1,0.6850,76.1,26659,156702,7094,2000,14,1,24,614,0.10,0.30 +2,0.6793,76.7,26659,156702,7094,2000,14,1,24,614,0.10,0.30 +3,0.6777,76.7,26659,156702,7094,2000,14,1,24,614,0.10,0.30 +4,0.6780,76.7,26659,156702,7094,2000,14,1,24,614,0.10,0.30 +5,0.6774,76.7,26659,156702,7094,2000,14,1,24,614,0.10,0.30 diff --git a/mode16_ablation/tmall/mode16/tmall_mode16_20260501_035301_run1.log b/mode16_ablation/tmall/mode16/tmall_mode16_20260501_035301_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..c17854cf5cb2c427ab728f11c2fb281f6bec6b30 --- /dev/null +++ b/mode16_ablation/tmall/mode16/tmall_mode16_20260501_035301_run1.log @@ -0,0 +1,33 @@ +Mode: DPR-LFU-RANK | Trace: tmall_trace.csv | Layout: tmall_se_remap.json +Tables: 1 | Pages: 135745 (530.3 MB) +dax mmap: 6144 MB +Mode 16 DPR-LFU-RANK: rank_warmup=100 hot_pct=10.00% cold_pct=30.00% (R_thr=1 for middle) +Rank state: 135745 pages × 5B (0.6 MB transient,then 1B/page) +L0 buffer: 614 pages (2 MB) | policy=lfu | K_thr=14 R_thr=1 +B 0: pg=131 mem=131(h=35,m=96) io=0 l0=0 | 6.7ms avg=6.7ms +Mode 16 classification at bid=100: 911 hot / 2037 middle / 5171 cold (n_acc=8119) +B 100: pg=107 mem=12(h=11,m=1) io=95 l0=0 | 0.5ms avg=5.5ms +B 200: pg=36 mem=4(h=4,m=0) io=32 l0=0 | 0.2ms avg=3.0ms +B 300: pg=25 mem=5(h=4,m=1) io=18 l0=2 | 0.1ms avg=2.1ms +B 400: pg=110 mem=22(h=22,m=0) io=83 l0=5 | 0.4ms avg=1.6ms +B 500: pg=128 mem=11(h=11,m=0) io=108 l0=9 | 0.6ms avg=1.4ms +B 600: pg=53 mem=5(h=5,m=0) io=47 l0=1 | 0.2ms avg=1.2ms +B 700: pg=39 mem=5(h=5,m=0) io=28 l0=6 | 0.2ms avg=1.1ms +B 800: pg=16 mem=2(h=2,m=0) io=12 l0=2 | 0.1ms avg=1.0ms +B 900: pg=161 mem=6(h=6,m=0) io=151 l0=4 | 0.8ms avg=1.0ms +B1000: pg=14 mem=2(h=2,m=0) io=10 l0=2 | 0.1ms avg=0.9ms +B1100: pg=151 mem=5(h=5,m=0) io=145 l0=1 | 0.8ms avg=0.9ms +B1200: pg=108 mem=4(h=4,m=0) io=99 l0=5 | 0.5ms avg=0.8ms +B1300: pg=129 mem=4(h=4,m=0) io=120 l0=5 | 0.6ms avg=0.8ms +B1400: pg=71 mem=5(h=5,m=0) io=62 l0=4 | 0.3ms avg=0.8ms +B1500: pg=128 mem=10(h=10,m=0) io=113 l0=5 | 0.6ms avg=0.8ms +B1600: pg=137 mem=9(h=9,m=0) io=124 l0=4 | 0.6ms avg=0.7ms +B1700: pg=124 mem=4(h=4,m=0) io=118 l0=2 | 0.6ms avg=0.7ms +B1800: pg=168 mem=10(h=10,m=0) io=153 l0=5 | 0.8ms avg=0.7ms +B1900: pg=38 mem=2(h=2,m=0) io=34 l0=2 | 0.2ms avg=0.7ms + +=== DPR-LFU-RANK (L0=lfu) === +Batches: 2000 | Avg: 0.6850 ms/batch +MEM: 26659 (hit=20281 miss=6378 rate=76.1%) +IO: 156702 | L0: 7094 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/tmall/mode16/tmall_mode16_20260501_035301_run2.log b/mode16_ablation/tmall/mode16/tmall_mode16_20260501_035301_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..139c8e64323ab4b032d92909eed6568ac0d69ace --- /dev/null +++ b/mode16_ablation/tmall/mode16/tmall_mode16_20260501_035301_run2.log @@ -0,0 +1,33 @@ +Mode: DPR-LFU-RANK | Trace: tmall_trace.csv | Layout: tmall_se_remap.json +Tables: 1 | Pages: 135745 (530.3 MB) +dax mmap: 6144 MB +Mode 16 DPR-LFU-RANK: rank_warmup=100 hot_pct=10.00% cold_pct=30.00% (R_thr=1 for middle) +Rank state: 135745 pages × 5B (0.6 MB transient,then 1B/page) +L0 buffer: 614 pages (2 MB) | policy=lfu | K_thr=14 R_thr=1 +B 0: pg=131 mem=131(h=41,m=90) io=0 l0=0 | 6.1ms avg=6.1ms +Mode 16 classification at bid=100: 911 hot / 2037 middle / 5171 cold (n_acc=8119) +B 100: pg=107 mem=12(h=10,m=2) io=95 l0=0 | 0.5ms avg=5.4ms +B 200: pg=36 mem=4(h=4,m=0) io=32 l0=0 | 0.2ms avg=2.9ms +B 300: pg=25 mem=5(h=4,m=1) io=18 l0=2 | 0.1ms avg=2.1ms +B 400: pg=110 mem=22(h=22,m=0) io=83 l0=5 | 0.4ms avg=1.6ms +B 500: pg=128 mem=11(h=11,m=0) io=108 l0=9 | 0.6ms avg=1.4ms +B 600: pg=53 mem=5(h=5,m=0) io=47 l0=1 | 0.2ms avg=1.2ms +B 700: pg=39 mem=5(h=5,m=0) io=28 l0=6 | 0.2ms avg=1.1ms +B 800: pg=16 mem=2(h=2,m=0) io=12 l0=2 | 0.1ms avg=1.0ms +B 900: pg=161 mem=6(h=6,m=0) io=151 l0=4 | 0.8ms avg=1.0ms +B1000: pg=14 mem=2(h=2,m=0) io=10 l0=2 | 0.1ms avg=0.9ms +B1100: pg=151 mem=5(h=5,m=0) io=145 l0=1 | 0.8ms avg=0.9ms +B1200: pg=108 mem=4(h=4,m=0) io=99 l0=5 | 0.5ms avg=0.8ms +B1300: pg=129 mem=4(h=4,m=0) io=120 l0=5 | 0.6ms avg=0.8ms +B1400: pg=71 mem=5(h=5,m=0) io=62 l0=4 | 0.3ms avg=0.8ms +B1500: pg=128 mem=10(h=10,m=0) io=113 l0=5 | 0.6ms avg=0.8ms +B1600: pg=137 mem=9(h=9,m=0) io=124 l0=4 | 0.6ms avg=0.7ms +B1700: pg=124 mem=4(h=4,m=0) io=118 l0=2 | 0.6ms avg=0.7ms +B1800: pg=168 mem=10(h=10,m=0) io=153 l0=5 | 0.8ms avg=0.7ms +B1900: pg=38 mem=2(h=2,m=0) io=34 l0=2 | 0.2ms avg=0.7ms + +=== DPR-LFU-RANK (L0=lfu) === +Batches: 2000 | Avg: 0.6793 ms/batch +MEM: 26659 (hit=20436 miss=6223 rate=76.7%) +IO: 156702 | L0: 7094 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/tmall/mode16/tmall_mode16_20260501_035301_run3.log b/mode16_ablation/tmall/mode16/tmall_mode16_20260501_035301_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..eab681ebd44999b63dfc875449f4068c9787548c --- /dev/null +++ b/mode16_ablation/tmall/mode16/tmall_mode16_20260501_035301_run3.log @@ -0,0 +1,33 @@ +Mode: DPR-LFU-RANK | Trace: tmall_trace.csv | Layout: tmall_se_remap.json +Tables: 1 | Pages: 135745 (530.3 MB) +dax mmap: 6144 MB +Mode 16 DPR-LFU-RANK: rank_warmup=100 hot_pct=10.00% cold_pct=30.00% (R_thr=1 for middle) +Rank state: 135745 pages × 5B (0.6 MB transient,then 1B/page) +L0 buffer: 614 pages (2 MB) | policy=lfu | K_thr=14 R_thr=1 +B 0: pg=131 mem=131(h=41,m=90) io=0 l0=0 | 6.1ms avg=6.1ms +Mode 16 classification at bid=100: 911 hot / 2037 middle / 5171 cold (n_acc=8119) +B 100: pg=107 mem=12(h=11,m=1) io=95 l0=0 | 0.5ms avg=5.3ms +B 200: pg=36 mem=4(h=4,m=0) io=32 l0=0 | 0.2ms avg=2.9ms +B 300: pg=25 mem=5(h=4,m=1) io=18 l0=2 | 0.1ms avg=2.0ms +B 400: pg=110 mem=22(h=22,m=0) io=83 l0=5 | 0.4ms avg=1.6ms +B 500: pg=128 mem=11(h=11,m=0) io=108 l0=9 | 0.6ms avg=1.4ms +B 600: pg=53 mem=5(h=5,m=0) io=47 l0=1 | 0.2ms avg=1.2ms +B 700: pg=39 mem=5(h=5,m=0) io=28 l0=6 | 0.2ms avg=1.1ms +B 800: pg=16 mem=2(h=2,m=0) io=12 l0=2 | 0.1ms avg=1.0ms +B 900: pg=161 mem=6(h=6,m=0) io=151 l0=4 | 0.8ms avg=1.0ms +B1000: pg=14 mem=2(h=2,m=0) io=10 l0=2 | 0.1ms avg=0.9ms +B1100: pg=151 mem=5(h=5,m=0) io=145 l0=1 | 0.8ms avg=0.9ms +B1200: pg=108 mem=4(h=4,m=0) io=99 l0=5 | 0.5ms avg=0.8ms +B1300: pg=129 mem=4(h=4,m=0) io=120 l0=5 | 0.6ms avg=0.8ms +B1400: pg=71 mem=5(h=5,m=0) io=62 l0=4 | 0.3ms avg=0.8ms +B1500: pg=128 mem=10(h=10,m=0) io=113 l0=5 | 0.6ms avg=0.8ms +B1600: pg=137 mem=9(h=9,m=0) io=124 l0=4 | 0.6ms avg=0.7ms +B1700: pg=124 mem=4(h=4,m=0) io=118 l0=2 | 0.6ms avg=0.7ms +B1800: pg=168 mem=10(h=10,m=0) io=153 l0=5 | 0.8ms avg=0.7ms +B1900: pg=38 mem=2(h=2,m=0) io=34 l0=2 | 0.2ms avg=0.7ms + +=== DPR-LFU-RANK (L0=lfu) === +Batches: 2000 | Avg: 0.6777 ms/batch +MEM: 26659 (hit=20441 miss=6218 rate=76.7%) +IO: 156702 | L0: 7094 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/tmall/mode16/tmall_mode16_20260501_035301_run4.log b/mode16_ablation/tmall/mode16/tmall_mode16_20260501_035301_run4.log new file mode 100644 index 0000000000000000000000000000000000000000..ecbc34cca134444fe60292015593703e4457f3a4 --- /dev/null +++ b/mode16_ablation/tmall/mode16/tmall_mode16_20260501_035301_run4.log @@ -0,0 +1,33 @@ +Mode: DPR-LFU-RANK | Trace: tmall_trace.csv | Layout: tmall_se_remap.json +Tables: 1 | Pages: 135745 (530.3 MB) +dax mmap: 6144 MB +Mode 16 DPR-LFU-RANK: rank_warmup=100 hot_pct=10.00% cold_pct=30.00% (R_thr=1 for middle) +Rank state: 135745 pages × 5B (0.6 MB transient,then 1B/page) +L0 buffer: 614 pages (2 MB) | policy=lfu | K_thr=14 R_thr=1 +B 0: pg=131 mem=131(h=41,m=90) io=0 l0=0 | 6.1ms avg=6.1ms +Mode 16 classification at bid=100: 911 hot / 2037 middle / 5171 cold (n_acc=8119) +B 100: pg=107 mem=12(h=11,m=1) io=95 l0=0 | 0.5ms avg=5.3ms +B 200: pg=36 mem=4(h=4,m=0) io=32 l0=0 | 0.2ms avg=2.9ms +B 300: pg=25 mem=5(h=4,m=1) io=18 l0=2 | 0.1ms avg=2.0ms +B 400: pg=110 mem=22(h=22,m=0) io=83 l0=5 | 0.4ms avg=1.6ms +B 500: pg=128 mem=11(h=11,m=0) io=108 l0=9 | 0.6ms avg=1.4ms +B 600: pg=53 mem=5(h=5,m=0) io=47 l0=1 | 0.2ms avg=1.2ms +B 700: pg=39 mem=5(h=5,m=0) io=28 l0=6 | 0.2ms avg=1.1ms +B 800: pg=16 mem=2(h=2,m=0) io=12 l0=2 | 0.1ms avg=1.0ms +B 900: pg=161 mem=6(h=6,m=0) io=151 l0=4 | 0.8ms avg=1.0ms +B1000: pg=14 mem=2(h=2,m=0) io=10 l0=2 | 0.1ms avg=0.9ms +B1100: pg=151 mem=5(h=5,m=0) io=145 l0=1 | 0.8ms avg=0.9ms +B1200: pg=108 mem=4(h=4,m=0) io=99 l0=5 | 0.5ms avg=0.8ms +B1300: pg=129 mem=4(h=4,m=0) io=120 l0=5 | 0.6ms avg=0.8ms +B1400: pg=71 mem=5(h=5,m=0) io=62 l0=4 | 0.3ms avg=0.8ms +B1500: pg=128 mem=10(h=10,m=0) io=113 l0=5 | 0.6ms avg=0.8ms +B1600: pg=137 mem=9(h=9,m=0) io=124 l0=4 | 0.6ms avg=0.7ms +B1700: pg=124 mem=4(h=4,m=0) io=118 l0=2 | 0.6ms avg=0.7ms +B1800: pg=168 mem=10(h=10,m=0) io=153 l0=5 | 0.8ms avg=0.7ms +B1900: pg=38 mem=2(h=2,m=0) io=34 l0=2 | 0.2ms avg=0.7ms + +=== DPR-LFU-RANK (L0=lfu) === +Batches: 2000 | Avg: 0.6780 ms/batch +MEM: 26659 (hit=20440 miss=6219 rate=76.7%) +IO: 156702 | L0: 7094 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/tmall/mode16/tmall_mode16_20260501_035301_run5.log b/mode16_ablation/tmall/mode16/tmall_mode16_20260501_035301_run5.log new file mode 100644 index 0000000000000000000000000000000000000000..003c21826537876d63ed60b37ee5f461bf873502 --- /dev/null +++ b/mode16_ablation/tmall/mode16/tmall_mode16_20260501_035301_run5.log @@ -0,0 +1,33 @@ +Mode: DPR-LFU-RANK | Trace: tmall_trace.csv | Layout: tmall_se_remap.json +Tables: 1 | Pages: 135745 (530.3 MB) +dax mmap: 6144 MB +Mode 16 DPR-LFU-RANK: rank_warmup=100 hot_pct=10.00% cold_pct=30.00% (R_thr=1 for middle) +Rank state: 135745 pages × 5B (0.6 MB transient,then 1B/page) +L0 buffer: 614 pages (2 MB) | policy=lfu | K_thr=14 R_thr=1 +B 0: pg=131 mem=131(h=41,m=90) io=0 l0=0 | 6.1ms avg=6.1ms +Mode 16 classification at bid=100: 911 hot / 2037 middle / 5171 cold (n_acc=8119) +B 100: pg=107 mem=12(h=11,m=1) io=95 l0=0 | 0.5ms avg=5.3ms +B 200: pg=36 mem=4(h=4,m=0) io=32 l0=0 | 0.2ms avg=2.9ms +B 300: pg=25 mem=5(h=4,m=1) io=18 l0=2 | 0.1ms avg=2.0ms +B 400: pg=110 mem=22(h=22,m=0) io=83 l0=5 | 0.4ms avg=1.6ms +B 500: pg=128 mem=11(h=11,m=0) io=108 l0=9 | 0.6ms avg=1.4ms +B 600: pg=53 mem=5(h=5,m=0) io=47 l0=1 | 0.2ms avg=1.2ms +B 700: pg=39 mem=5(h=5,m=0) io=28 l0=6 | 0.2ms avg=1.1ms +B 800: pg=16 mem=2(h=2,m=0) io=12 l0=2 | 0.1ms avg=1.0ms +B 900: pg=161 mem=6(h=6,m=0) io=151 l0=4 | 0.8ms avg=1.0ms +B1000: pg=14 mem=2(h=2,m=0) io=10 l0=2 | 0.1ms avg=0.9ms +B1100: pg=151 mem=5(h=5,m=0) io=145 l0=1 | 0.8ms avg=0.9ms +B1200: pg=108 mem=4(h=4,m=0) io=99 l0=5 | 0.5ms avg=0.8ms +B1300: pg=129 mem=4(h=4,m=0) io=120 l0=5 | 0.6ms avg=0.8ms +B1400: pg=71 mem=5(h=5,m=0) io=62 l0=4 | 0.3ms avg=0.8ms +B1500: pg=128 mem=10(h=10,m=0) io=113 l0=5 | 0.6ms avg=0.8ms +B1600: pg=137 mem=9(h=9,m=0) io=124 l0=4 | 0.6ms avg=0.7ms +B1700: pg=124 mem=4(h=4,m=0) io=118 l0=2 | 0.6ms avg=0.7ms +B1800: pg=168 mem=10(h=10,m=0) io=153 l0=5 | 0.8ms avg=0.7ms +B1900: pg=38 mem=2(h=2,m=0) io=34 l0=2 | 0.2ms avg=0.7ms + +=== DPR-LFU-RANK (L0=lfu) === +Batches: 2000 | Avg: 0.6774 ms/batch +MEM: 26659 (hit=20440 miss=6219 rate=76.7%) +IO: 156702 | L0: 7094 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/tmall/mode2/tmall_mode2_20260501_035235.csv b/mode16_ablation/tmall/mode2/tmall_mode2_20260501_035235.csv new file mode 100644 index 0000000000000000000000000000000000000000..275f38e50c62cea758bdfec1c9679c3010acb4ab --- /dev/null +++ b/mode16_ablation/tmall/mode2/tmall_mode2_20260501_035235.csv @@ -0,0 +1,6 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,K_thr,R_thr,bufsz_mb,l0_pages,hot_pct,cold_pct +1,0.4392,10.1,435,179348,10672,2000,14,1,24,614,0.10,0.30 +2,0.4303,90.6,435,179348,10672,2000,14,1,24,614,0.10,0.30 +3,0.4252,90.8,435,179348,10672,2000,14,1,24,614,0.10,0.30 +4,0.4268,90.3,435,179348,10672,2000,14,1,24,614,0.10,0.30 +5,0.4336,90.8,435,179348,10672,2000,14,1,24,614,0.10,0.30 diff --git a/mode16_ablation/tmall/mode2/tmall_mode2_20260501_035235_run1.log b/mode16_ablation/tmall/mode2/tmall_mode2_20260501_035235_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..7093b8dc0a1230651e80df667c0aa4513af241d3 --- /dev/null +++ b/mode16_ablation/tmall/mode2/tmall_mode2_20260501_035235_run1.log @@ -0,0 +1,30 @@ +Mode: E+L0 | Trace: tmall_trace.csv | Layout: tmall_se_remap.json +Tables: 1 | Pages: 135745 (530.3 MB) +dax mmap: 6144 MB +L0 buffer: 614 pages (2 MB) | policy=lfu | K_thr=14 R_thr=1 +B 0: pg=131 mem=0(h=0,m=0) io=131 l0=0 | 0.6ms avg=0.6ms +B 100: pg=107 mem=1(h=0,m=1) io=98 l0=8 | 0.6ms avg=0.4ms +B 200: pg=36 mem=0(h=0,m=0) io=34 l0=2 | 0.4ms avg=0.4ms +B 300: pg=25 mem=0(h=0,m=0) io=23 l0=2 | 0.4ms avg=0.4ms +B 400: pg=110 mem=0(h=0,m=0) io=99 l0=11 | 0.4ms avg=0.4ms +B 500: pg=128 mem=0(h=0,m=0) io=119 l0=9 | 0.4ms avg=0.4ms +B 600: pg=53 mem=0(h=0,m=0) io=52 l0=1 | 0.4ms avg=0.4ms +B 700: pg=39 mem=0(h=0,m=0) io=32 l0=7 | 0.4ms avg=0.4ms +B 800: pg=16 mem=0(h=0,m=0) io=14 l0=2 | 0.4ms avg=0.4ms +B 900: pg=161 mem=0(h=0,m=0) io=156 l0=5 | 0.5ms avg=0.4ms +B1000: pg=14 mem=0(h=0,m=0) io=11 l0=3 | 0.3ms avg=0.4ms +B1100: pg=151 mem=0(h=0,m=0) io=148 l0=3 | 0.5ms avg=0.4ms +B1200: pg=108 mem=0(h=0,m=0) io=100 l0=8 | 0.4ms avg=0.4ms +B1300: pg=129 mem=0(h=0,m=0) io=127 l0=2 | 0.4ms avg=0.4ms +B1400: pg=71 mem=0(h=0,m=0) io=65 l0=6 | 0.4ms avg=0.4ms +B1500: pg=128 mem=0(h=0,m=0) io=122 l0=6 | 0.4ms avg=0.4ms +B1600: pg=137 mem=0(h=0,m=0) io=131 l0=6 | 0.4ms avg=0.4ms +B1700: pg=124 mem=0(h=0,m=0) io=122 l0=2 | 0.4ms avg=0.4ms +B1800: pg=168 mem=0(h=0,m=0) io=160 l0=8 | 0.5ms avg=0.4ms +B1900: pg=38 mem=0(h=0,m=0) io=34 l0=4 | 0.4ms avg=0.4ms + +=== E+L0 (L0=lfu) === +Batches: 2000 | Avg: 0.4392 ms/batch +MEM: 435 (hit=44 miss=391 rate=10.1%) +IO: 179348 | L0: 10672 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/tmall/mode2/tmall_mode2_20260501_035235_run2.log b/mode16_ablation/tmall/mode2/tmall_mode2_20260501_035235_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..4279cdd5c824b3d4c51d85979ca9573f58eaad94 --- /dev/null +++ b/mode16_ablation/tmall/mode2/tmall_mode2_20260501_035235_run2.log @@ -0,0 +1,30 @@ +Mode: E+L0 | Trace: tmall_trace.csv | Layout: tmall_se_remap.json +Tables: 1 | Pages: 135745 (530.3 MB) +dax mmap: 6144 MB +L0 buffer: 614 pages (2 MB) | policy=lfu | K_thr=14 R_thr=1 +B 0: pg=131 mem=0(h=0,m=0) io=131 l0=0 | 0.7ms avg=0.7ms +B 100: pg=107 mem=1(h=1,m=0) io=98 l0=8 | 5.2ms avg=0.5ms +B 200: pg=36 mem=0(h=0,m=0) io=34 l0=2 | 0.4ms avg=0.5ms +B 300: pg=25 mem=0(h=0,m=0) io=23 l0=2 | 0.4ms avg=0.5ms +B 400: pg=110 mem=0(h=0,m=0) io=99 l0=11 | 0.4ms avg=0.4ms +B 500: pg=128 mem=0(h=0,m=0) io=119 l0=9 | 0.4ms avg=0.4ms +B 600: pg=53 mem=0(h=0,m=0) io=52 l0=1 | 0.4ms avg=0.4ms +B 700: pg=39 mem=0(h=0,m=0) io=32 l0=7 | 0.4ms avg=0.4ms +B 800: pg=16 mem=0(h=0,m=0) io=14 l0=2 | 0.4ms avg=0.4ms +B 900: pg=161 mem=0(h=0,m=0) io=156 l0=5 | 0.4ms avg=0.4ms +B1000: pg=14 mem=0(h=0,m=0) io=11 l0=3 | 0.4ms avg=0.4ms +B1100: pg=151 mem=0(h=0,m=0) io=148 l0=3 | 0.4ms avg=0.4ms +B1200: pg=108 mem=0(h=0,m=0) io=100 l0=8 | 0.4ms avg=0.4ms +B1300: pg=129 mem=0(h=0,m=0) io=127 l0=2 | 0.4ms avg=0.4ms +B1400: pg=71 mem=0(h=0,m=0) io=65 l0=6 | 0.4ms avg=0.4ms +B1500: pg=128 mem=0(h=0,m=0) io=122 l0=6 | 0.4ms avg=0.4ms +B1600: pg=137 mem=0(h=0,m=0) io=131 l0=6 | 0.4ms avg=0.4ms +B1700: pg=124 mem=0(h=0,m=0) io=122 l0=2 | 0.4ms avg=0.4ms +B1800: pg=168 mem=0(h=0,m=0) io=160 l0=8 | 0.5ms avg=0.4ms +B1900: pg=38 mem=0(h=0,m=0) io=34 l0=4 | 0.4ms avg=0.4ms + +=== E+L0 (L0=lfu) === +Batches: 2000 | Avg: 0.4303 ms/batch +MEM: 435 (hit=394 miss=41 rate=90.6%) +IO: 179348 | L0: 10672 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/tmall/mode2/tmall_mode2_20260501_035235_run3.log b/mode16_ablation/tmall/mode2/tmall_mode2_20260501_035235_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..a3d69964cc34449bb29228f2003d23f95428e69d --- /dev/null +++ b/mode16_ablation/tmall/mode2/tmall_mode2_20260501_035235_run3.log @@ -0,0 +1,30 @@ +Mode: E+L0 | Trace: tmall_trace.csv | Layout: tmall_se_remap.json +Tables: 1 | Pages: 135745 (530.3 MB) +dax mmap: 6144 MB +L0 buffer: 614 pages (2 MB) | policy=lfu | K_thr=14 R_thr=1 +B 0: pg=131 mem=0(h=0,m=0) io=131 l0=0 | 0.7ms avg=0.7ms +B 100: pg=107 mem=1(h=1,m=0) io=98 l0=8 | 0.4ms avg=0.4ms +B 200: pg=36 mem=0(h=0,m=0) io=34 l0=2 | 0.4ms avg=0.4ms +B 300: pg=25 mem=0(h=0,m=0) io=23 l0=2 | 0.4ms avg=0.4ms +B 400: pg=110 mem=0(h=0,m=0) io=99 l0=11 | 0.4ms avg=0.4ms +B 500: pg=128 mem=0(h=0,m=0) io=119 l0=9 | 0.4ms avg=0.4ms +B 600: pg=53 mem=0(h=0,m=0) io=52 l0=1 | 0.4ms avg=0.4ms +B 700: pg=39 mem=0(h=0,m=0) io=32 l0=7 | 0.4ms avg=0.4ms +B 800: pg=16 mem=0(h=0,m=0) io=14 l0=2 | 0.4ms avg=0.4ms +B 900: pg=161 mem=0(h=0,m=0) io=156 l0=5 | 0.4ms avg=0.4ms +B1000: pg=14 mem=0(h=0,m=0) io=11 l0=3 | 0.3ms avg=0.4ms +B1100: pg=151 mem=0(h=0,m=0) io=148 l0=3 | 0.5ms avg=0.4ms +B1200: pg=108 mem=0(h=0,m=0) io=100 l0=8 | 0.4ms avg=0.4ms +B1300: pg=129 mem=0(h=0,m=0) io=127 l0=2 | 0.4ms avg=0.4ms +B1400: pg=71 mem=0(h=0,m=0) io=65 l0=6 | 0.4ms avg=0.4ms +B1500: pg=128 mem=0(h=0,m=0) io=122 l0=6 | 0.4ms avg=0.4ms +B1600: pg=137 mem=0(h=0,m=0) io=131 l0=6 | 0.6ms avg=0.4ms +B1700: pg=124 mem=0(h=0,m=0) io=122 l0=2 | 0.4ms avg=0.4ms +B1800: pg=168 mem=0(h=0,m=0) io=160 l0=8 | 0.4ms avg=0.4ms +B1900: pg=38 mem=0(h=0,m=0) io=34 l0=4 | 0.4ms avg=0.4ms + +=== E+L0 (L0=lfu) === +Batches: 2000 | Avg: 0.4252 ms/batch +MEM: 435 (hit=395 miss=40 rate=90.8%) +IO: 179348 | L0: 10672 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/tmall/mode2/tmall_mode2_20260501_035235_run4.log b/mode16_ablation/tmall/mode2/tmall_mode2_20260501_035235_run4.log new file mode 100644 index 0000000000000000000000000000000000000000..8b1d56d0321131ccc0bd973a83337e47cc29905a --- /dev/null +++ b/mode16_ablation/tmall/mode2/tmall_mode2_20260501_035235_run4.log @@ -0,0 +1,30 @@ +Mode: E+L0 | Trace: tmall_trace.csv | Layout: tmall_se_remap.json +Tables: 1 | Pages: 135745 (530.3 MB) +dax mmap: 6144 MB +L0 buffer: 614 pages (2 MB) | policy=lfu | K_thr=14 R_thr=1 +B 0: pg=131 mem=0(h=0,m=0) io=131 l0=0 | 0.7ms avg=0.7ms +B 100: pg=107 mem=1(h=1,m=0) io=98 l0=8 | 0.4ms avg=0.4ms +B 200: pg=36 mem=0(h=0,m=0) io=34 l0=2 | 0.4ms avg=0.4ms +B 300: pg=25 mem=0(h=0,m=0) io=23 l0=2 | 0.4ms avg=0.4ms +B 400: pg=110 mem=0(h=0,m=0) io=99 l0=11 | 0.4ms avg=0.4ms +B 500: pg=128 mem=0(h=0,m=0) io=119 l0=9 | 0.4ms avg=0.4ms +B 600: pg=53 mem=0(h=0,m=0) io=52 l0=1 | 0.4ms avg=0.4ms +B 700: pg=39 mem=0(h=0,m=0) io=32 l0=7 | 0.4ms avg=0.4ms +B 800: pg=16 mem=0(h=0,m=0) io=14 l0=2 | 0.6ms avg=0.4ms +B 900: pg=161 mem=0(h=0,m=0) io=156 l0=5 | 0.5ms avg=0.4ms +B1000: pg=14 mem=0(h=0,m=0) io=11 l0=3 | 0.4ms avg=0.4ms +B1100: pg=151 mem=0(h=0,m=0) io=148 l0=3 | 0.4ms avg=0.4ms +B1200: pg=108 mem=0(h=0,m=0) io=100 l0=8 | 0.4ms avg=0.4ms +B1300: pg=129 mem=0(h=0,m=0) io=127 l0=2 | 0.4ms avg=0.4ms +B1400: pg=71 mem=0(h=0,m=0) io=65 l0=6 | 0.4ms avg=0.4ms +B1500: pg=128 mem=0(h=0,m=0) io=122 l0=6 | 0.4ms avg=0.4ms +B1600: pg=137 mem=0(h=0,m=0) io=131 l0=6 | 0.5ms avg=0.4ms +B1700: pg=124 mem=0(h=0,m=0) io=122 l0=2 | 0.4ms avg=0.4ms +B1800: pg=168 mem=0(h=0,m=0) io=160 l0=8 | 0.4ms avg=0.4ms +B1900: pg=38 mem=0(h=0,m=0) io=34 l0=4 | 0.4ms avg=0.4ms + +=== E+L0 (L0=lfu) === +Batches: 2000 | Avg: 0.4268 ms/batch +MEM: 435 (hit=393 miss=42 rate=90.3%) +IO: 179348 | L0: 10672 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/tmall/mode2/tmall_mode2_20260501_035235_run5.log b/mode16_ablation/tmall/mode2/tmall_mode2_20260501_035235_run5.log new file mode 100644 index 0000000000000000000000000000000000000000..7f59a2e595251f43768ba6142be63851fbcffd39 --- /dev/null +++ b/mode16_ablation/tmall/mode2/tmall_mode2_20260501_035235_run5.log @@ -0,0 +1,30 @@ +Mode: E+L0 | Trace: tmall_trace.csv | Layout: tmall_se_remap.json +Tables: 1 | Pages: 135745 (530.3 MB) +dax mmap: 6144 MB +L0 buffer: 614 pages (2 MB) | policy=lfu | K_thr=14 R_thr=1 +B 0: pg=131 mem=0(h=0,m=0) io=131 l0=0 | 0.6ms avg=0.6ms +B 100: pg=107 mem=1(h=1,m=0) io=98 l0=8 | 0.4ms avg=0.4ms +B 200: pg=36 mem=0(h=0,m=0) io=34 l0=2 | 0.4ms avg=0.4ms +B 300: pg=25 mem=0(h=0,m=0) io=23 l0=2 | 0.4ms avg=0.4ms +B 400: pg=110 mem=0(h=0,m=0) io=99 l0=11 | 0.7ms avg=0.4ms +B 500: pg=128 mem=0(h=0,m=0) io=119 l0=9 | 0.4ms avg=0.4ms +B 600: pg=53 mem=0(h=0,m=0) io=52 l0=1 | 0.4ms avg=0.4ms +B 700: pg=39 mem=0(h=0,m=0) io=32 l0=7 | 0.4ms avg=0.4ms +B 800: pg=16 mem=0(h=0,m=0) io=14 l0=2 | 0.4ms avg=0.4ms +B 900: pg=161 mem=0(h=0,m=0) io=156 l0=5 | 0.5ms avg=0.4ms +B1000: pg=14 mem=0(h=0,m=0) io=11 l0=3 | 0.4ms avg=0.4ms +B1100: pg=151 mem=0(h=0,m=0) io=148 l0=3 | 0.5ms avg=0.4ms +B1200: pg=108 mem=0(h=0,m=0) io=100 l0=8 | 0.5ms avg=0.4ms +B1300: pg=129 mem=0(h=0,m=0) io=127 l0=2 | 0.4ms avg=0.4ms +B1400: pg=71 mem=0(h=0,m=0) io=65 l0=6 | 0.4ms avg=0.4ms +B1500: pg=128 mem=0(h=0,m=0) io=122 l0=6 | 0.4ms avg=0.4ms +B1600: pg=137 mem=0(h=0,m=0) io=131 l0=6 | 0.6ms avg=0.4ms +B1700: pg=124 mem=0(h=0,m=0) io=122 l0=2 | 0.4ms avg=0.4ms +B1800: pg=168 mem=0(h=0,m=0) io=160 l0=8 | 0.5ms avg=0.4ms +B1900: pg=38 mem=0(h=0,m=0) io=34 l0=4 | 0.4ms avg=0.4ms + +=== E+L0 (L0=lfu) === +Batches: 2000 | Avg: 0.4336 ms/batch +MEM: 435 (hit=395 miss=40 rate=90.8%) +IO: 179348 | L0: 10672 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/tmall/mode9/tmall_mode9_20260501_035245.csv b/mode16_ablation/tmall/mode9/tmall_mode9_20260501_035245.csv new file mode 100644 index 0000000000000000000000000000000000000000..a77aababd8de8a86aa962fc7cafe602fccc380fd --- /dev/null +++ b/mode16_ablation/tmall/mode9/tmall_mode9_20260501_035245.csv @@ -0,0 +1,6 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,K_thr,R_thr,bufsz_mb,l0_pages,hot_pct,cold_pct +1,0.8497,18.1,10253,170451,9751,2000,14,1,24,614,0.10,0.30 +2,0.7209,41.3,10253,170451,9751,2000,14,1,24,614,0.10,0.30 +3,0.7191,41.3,10253,170451,9751,2000,14,1,24,614,0.10,0.30 +4,0.7189,41.3,10253,170451,9751,2000,14,1,24,614,0.10,0.30 +5,0.7191,41.3,10253,170451,9751,2000,14,1,24,614,0.10,0.30 diff --git a/mode16_ablation/tmall/mode9/tmall_mode9_20260501_035245_run1.log b/mode16_ablation/tmall/mode9/tmall_mode9_20260501_035245_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..9c83630de41dac9b3353ceace1037eb7a937e9ff --- /dev/null +++ b/mode16_ablation/tmall/mode9/tmall_mode9_20260501_035245_run1.log @@ -0,0 +1,34 @@ +Mode: DPR-EWMA-POLLUTION | Trace: tmall_trace.csv | Layout: tmall_se_remap.json +Tables: 1 | Pages: 135745 (530.3 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 135745 pages (0.5 MB) +L0 buffer: 614 pages (2 MB) | policy=lfu | K_thr=14 R_thr=1 +B 0: pg=131 mem=131(h=11,m=120) io=0 l0=0 | 11.7ms avg=11.7ms +B 100: pg=107 mem=1(h=1,m=0) io=106 l0=0 | 0.6ms avg=8.1ms +B 200: pg=36 mem=0(h=0,m=0) io=34 l0=2 | 0.2ms avg=4.3ms +B 300: pg=25 mem=0(h=0,m=0) io=22 l0=3 | 0.1ms avg=3.0ms +B 400: pg=110 mem=0(h=0,m=0) io=102 l0=8 | 0.5ms avg=2.3ms +B 500: pg=128 mem=0(h=0,m=0) io=119 l0=9 | 0.6ms avg=2.0ms +B 600: pg=53 mem=0(h=0,m=0) io=51 l0=2 | 0.3ms avg=1.7ms +B 700: pg=39 mem=0(h=0,m=0) io=35 l0=4 | 0.2ms avg=1.5ms +B 800: pg=16 mem=0(h=0,m=0) io=13 l0=3 | 0.1ms avg=1.4ms +B 900: pg=161 mem=0(h=0,m=0) io=156 l0=5 | 0.8ms avg=1.3ms +B1000: pg=14 mem=0(h=0,m=0) io=12 l0=2 | 0.1ms avg=1.2ms +B1100: pg=151 mem=0(h=0,m=0) io=150 l0=1 | 0.8ms avg=1.1ms +B1200: pg=108 mem=0(h=0,m=0) io=101 l0=7 | 0.5ms avg=1.1ms +B1300: pg=129 mem=0(h=0,m=0) io=126 l0=3 | 0.6ms avg=1.0ms +B1400: pg=71 mem=0(h=0,m=0) io=64 l0=7 | 0.3ms avg=1.0ms +B1500: pg=128 mem=0(h=0,m=0) io=123 l0=5 | 0.6ms avg=1.0ms +B1600: pg=137 mem=0(h=0,m=0) io=131 l0=6 | 0.7ms avg=0.9ms +B1700: pg=124 mem=0(h=0,m=0) io=120 l0=4 | 0.6ms avg=0.9ms +B1800: pg=168 mem=0(h=0,m=0) io=159 l0=9 | 0.8ms avg=0.9ms +B1900: pg=38 mem=0(h=0,m=0) io=36 l0=2 | 0.2ms avg=0.9ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 2000 | Avg: 0.8497 ms/batch +MEM: 10253 (hit=1854 miss=8399 rate=18.1%) +IO: 170451 | L0: 9751 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/tmall/mode9/tmall_mode9_20260501_035245_run2.log b/mode16_ablation/tmall/mode9/tmall_mode9_20260501_035245_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..8eea89f327df554c0810e2e77651e5dab8f0a155 --- /dev/null +++ b/mode16_ablation/tmall/mode9/tmall_mode9_20260501_035245_run2.log @@ -0,0 +1,34 @@ +Mode: DPR-EWMA-POLLUTION | Trace: tmall_trace.csv | Layout: tmall_se_remap.json +Tables: 1 | Pages: 135745 (530.3 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 135745 pages (0.5 MB) +L0 buffer: 614 pages (2 MB) | policy=lfu | K_thr=14 R_thr=1 +B 0: pg=131 mem=131(h=35,m=96) io=0 l0=0 | 6.7ms avg=6.7ms +B 100: pg=107 mem=1(h=1,m=0) io=106 l0=0 | 0.6ms avg=5.5ms +B 200: pg=36 mem=0(h=0,m=0) io=34 l0=2 | 0.2ms avg=3.0ms +B 300: pg=25 mem=0(h=0,m=0) io=22 l0=3 | 0.1ms avg=2.1ms +B 400: pg=110 mem=0(h=0,m=0) io=102 l0=8 | 0.5ms avg=1.7ms +B 500: pg=128 mem=0(h=0,m=0) io=119 l0=9 | 0.6ms avg=1.4ms +B 600: pg=53 mem=0(h=0,m=0) io=51 l0=2 | 0.3ms avg=1.3ms +B 700: pg=39 mem=0(h=0,m=0) io=35 l0=4 | 0.2ms avg=1.2ms +B 800: pg=16 mem=0(h=0,m=0) io=13 l0=3 | 0.1ms avg=1.1ms +B 900: pg=161 mem=0(h=0,m=0) io=156 l0=5 | 0.8ms avg=1.0ms +B1000: pg=14 mem=0(h=0,m=0) io=12 l0=2 | 0.1ms avg=1.0ms +B1100: pg=151 mem=0(h=0,m=0) io=150 l0=1 | 0.8ms avg=0.9ms +B1200: pg=108 mem=0(h=0,m=0) io=101 l0=7 | 0.5ms avg=0.9ms +B1300: pg=129 mem=0(h=0,m=0) io=126 l0=3 | 0.6ms avg=0.8ms +B1400: pg=71 mem=0(h=0,m=0) io=64 l0=7 | 0.3ms avg=0.8ms +B1500: pg=128 mem=0(h=0,m=0) io=123 l0=5 | 0.6ms avg=0.8ms +B1600: pg=137 mem=0(h=0,m=0) io=131 l0=6 | 0.7ms avg=0.8ms +B1700: pg=124 mem=0(h=0,m=0) io=120 l0=4 | 0.6ms avg=0.8ms +B1800: pg=168 mem=0(h=0,m=0) io=159 l0=9 | 0.8ms avg=0.7ms +B1900: pg=38 mem=0(h=0,m=0) io=36 l0=2 | 0.2ms avg=0.7ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 2000 | Avg: 0.7209 ms/batch +MEM: 10253 (hit=4231 miss=6022 rate=41.3%) +IO: 170451 | L0: 9751 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/tmall/mode9/tmall_mode9_20260501_035245_run3.log b/mode16_ablation/tmall/mode9/tmall_mode9_20260501_035245_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..622e911d870938fad2e5c6dcb903352896f967b1 --- /dev/null +++ b/mode16_ablation/tmall/mode9/tmall_mode9_20260501_035245_run3.log @@ -0,0 +1,34 @@ +Mode: DPR-EWMA-POLLUTION | Trace: tmall_trace.csv | Layout: tmall_se_remap.json +Tables: 1 | Pages: 135745 (530.3 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 135745 pages (0.5 MB) +L0 buffer: 614 pages (2 MB) | policy=lfu | K_thr=14 R_thr=1 +B 0: pg=131 mem=131(h=35,m=96) io=0 l0=0 | 6.7ms avg=6.7ms +B 100: pg=107 mem=1(h=1,m=0) io=106 l0=0 | 0.6ms avg=5.5ms +B 200: pg=36 mem=0(h=0,m=0) io=34 l0=2 | 0.2ms avg=3.0ms +B 300: pg=25 mem=0(h=0,m=0) io=22 l0=3 | 0.1ms avg=2.1ms +B 400: pg=110 mem=0(h=0,m=0) io=102 l0=8 | 0.5ms avg=1.7ms +B 500: pg=128 mem=0(h=0,m=0) io=119 l0=9 | 0.6ms avg=1.4ms +B 600: pg=53 mem=0(h=0,m=0) io=51 l0=2 | 0.3ms avg=1.3ms +B 700: pg=39 mem=0(h=0,m=0) io=35 l0=4 | 0.2ms avg=1.2ms +B 800: pg=16 mem=0(h=0,m=0) io=13 l0=3 | 0.1ms avg=1.1ms +B 900: pg=161 mem=0(h=0,m=0) io=156 l0=5 | 0.8ms avg=1.0ms +B1000: pg=14 mem=0(h=0,m=0) io=12 l0=2 | 0.1ms avg=1.0ms +B1100: pg=151 mem=0(h=0,m=0) io=150 l0=1 | 0.8ms avg=0.9ms +B1200: pg=108 mem=0(h=0,m=0) io=101 l0=7 | 0.5ms avg=0.9ms +B1300: pg=129 mem=0(h=0,m=0) io=126 l0=3 | 0.6ms avg=0.8ms +B1400: pg=71 mem=0(h=0,m=0) io=64 l0=7 | 0.3ms avg=0.8ms +B1500: pg=128 mem=0(h=0,m=0) io=123 l0=5 | 0.6ms avg=0.8ms +B1600: pg=137 mem=0(h=0,m=0) io=131 l0=6 | 0.7ms avg=0.8ms +B1700: pg=124 mem=0(h=0,m=0) io=120 l0=4 | 0.6ms avg=0.8ms +B1800: pg=168 mem=0(h=0,m=0) io=159 l0=9 | 0.8ms avg=0.7ms +B1900: pg=38 mem=0(h=0,m=0) io=36 l0=2 | 0.2ms avg=0.7ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 2000 | Avg: 0.7191 ms/batch +MEM: 10253 (hit=4234 miss=6019 rate=41.3%) +IO: 170451 | L0: 9751 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/tmall/mode9/tmall_mode9_20260501_035245_run4.log b/mode16_ablation/tmall/mode9/tmall_mode9_20260501_035245_run4.log new file mode 100644 index 0000000000000000000000000000000000000000..fba857b6acf3b308ec83988b588fd2d6b6ba1236 --- /dev/null +++ b/mode16_ablation/tmall/mode9/tmall_mode9_20260501_035245_run4.log @@ -0,0 +1,34 @@ +Mode: DPR-EWMA-POLLUTION | Trace: tmall_trace.csv | Layout: tmall_se_remap.json +Tables: 1 | Pages: 135745 (530.3 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 135745 pages (0.5 MB) +L0 buffer: 614 pages (2 MB) | policy=lfu | K_thr=14 R_thr=1 +B 0: pg=131 mem=131(h=36,m=95) io=0 l0=0 | 6.7ms avg=6.7ms +B 100: pg=107 mem=1(h=1,m=0) io=106 l0=0 | 0.6ms avg=5.5ms +B 200: pg=36 mem=0(h=0,m=0) io=34 l0=2 | 0.2ms avg=3.0ms +B 300: pg=25 mem=0(h=0,m=0) io=22 l0=3 | 0.1ms avg=2.1ms +B 400: pg=110 mem=0(h=0,m=0) io=102 l0=8 | 0.5ms avg=1.7ms +B 500: pg=128 mem=0(h=0,m=0) io=119 l0=9 | 0.6ms avg=1.4ms +B 600: pg=53 mem=0(h=0,m=0) io=51 l0=2 | 0.3ms avg=1.3ms +B 700: pg=39 mem=0(h=0,m=0) io=35 l0=4 | 0.2ms avg=1.2ms +B 800: pg=16 mem=0(h=0,m=0) io=13 l0=3 | 0.1ms avg=1.1ms +B 900: pg=161 mem=0(h=0,m=0) io=156 l0=5 | 0.8ms avg=1.0ms +B1000: pg=14 mem=0(h=0,m=0) io=12 l0=2 | 0.1ms avg=1.0ms +B1100: pg=151 mem=0(h=0,m=0) io=150 l0=1 | 0.8ms avg=0.9ms +B1200: pg=108 mem=0(h=0,m=0) io=101 l0=7 | 0.5ms avg=0.9ms +B1300: pg=129 mem=0(h=0,m=0) io=126 l0=3 | 0.6ms avg=0.8ms +B1400: pg=71 mem=0(h=0,m=0) io=64 l0=7 | 0.3ms avg=0.8ms +B1500: pg=128 mem=0(h=0,m=0) io=123 l0=5 | 0.6ms avg=0.8ms +B1600: pg=137 mem=0(h=0,m=0) io=131 l0=6 | 0.7ms avg=0.8ms +B1700: pg=124 mem=0(h=0,m=0) io=120 l0=4 | 0.6ms avg=0.8ms +B1800: pg=168 mem=0(h=0,m=0) io=159 l0=9 | 0.8ms avg=0.7ms +B1900: pg=38 mem=0(h=0,m=0) io=36 l0=2 | 0.2ms avg=0.7ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 2000 | Avg: 0.7189 ms/batch +MEM: 10253 (hit=4230 miss=6023 rate=41.3%) +IO: 170451 | L0: 9751 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/tmall/mode9/tmall_mode9_20260501_035245_run5.log b/mode16_ablation/tmall/mode9/tmall_mode9_20260501_035245_run5.log new file mode 100644 index 0000000000000000000000000000000000000000..7cfc51f7d4503cd882349e9913904f6f50dbfb08 --- /dev/null +++ b/mode16_ablation/tmall/mode9/tmall_mode9_20260501_035245_run5.log @@ -0,0 +1,34 @@ +Mode: DPR-EWMA-POLLUTION | Trace: tmall_trace.csv | Layout: tmall_se_remap.json +Tables: 1 | Pages: 135745 (530.3 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 135745 pages (0.5 MB) +L0 buffer: 614 pages (2 MB) | policy=lfu | K_thr=14 R_thr=1 +B 0: pg=131 mem=131(h=36,m=95) io=0 l0=0 | 6.7ms avg=6.7ms +B 100: pg=107 mem=1(h=1,m=0) io=106 l0=0 | 0.6ms avg=5.5ms +B 200: pg=36 mem=0(h=0,m=0) io=34 l0=2 | 0.2ms avg=3.0ms +B 300: pg=25 mem=0(h=0,m=0) io=22 l0=3 | 0.1ms avg=2.1ms +B 400: pg=110 mem=0(h=0,m=0) io=102 l0=8 | 0.5ms avg=1.7ms +B 500: pg=128 mem=0(h=0,m=0) io=119 l0=9 | 0.6ms avg=1.4ms +B 600: pg=53 mem=0(h=0,m=0) io=51 l0=2 | 0.3ms avg=1.3ms +B 700: pg=39 mem=0(h=0,m=0) io=35 l0=4 | 0.2ms avg=1.2ms +B 800: pg=16 mem=0(h=0,m=0) io=13 l0=3 | 0.1ms avg=1.1ms +B 900: pg=161 mem=0(h=0,m=0) io=156 l0=5 | 0.8ms avg=1.0ms +B1000: pg=14 mem=0(h=0,m=0) io=12 l0=2 | 0.1ms avg=1.0ms +B1100: pg=151 mem=0(h=0,m=0) io=150 l0=1 | 0.8ms avg=0.9ms +B1200: pg=108 mem=0(h=0,m=0) io=101 l0=7 | 0.5ms avg=0.9ms +B1300: pg=129 mem=0(h=0,m=0) io=126 l0=3 | 0.6ms avg=0.8ms +B1400: pg=71 mem=0(h=0,m=0) io=64 l0=7 | 0.3ms avg=0.8ms +B1500: pg=128 mem=0(h=0,m=0) io=123 l0=5 | 0.6ms avg=0.8ms +B1600: pg=137 mem=0(h=0,m=0) io=131 l0=6 | 0.7ms avg=0.8ms +B1700: pg=124 mem=0(h=0,m=0) io=120 l0=4 | 0.6ms avg=0.8ms +B1800: pg=168 mem=0(h=0,m=0) io=159 l0=9 | 0.8ms avg=0.7ms +B1900: pg=38 mem=0(h=0,m=0) io=36 l0=2 | 0.2ms avg=0.7ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 2000 | Avg: 0.7191 ms/batch +MEM: 10253 (hit=4231 miss=6022 rate=41.3%) +IO: 170451 | L0: 9751 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/yelp/DONE.marker b/mode16_ablation/yelp/DONE.marker new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/mode16_ablation/yelp/mode13/yelp_mode13_20260501_040333.csv b/mode16_ablation/yelp/mode13/yelp_mode13_20260501_040333.csv new file mode 100644 index 0000000000000000000000000000000000000000..7368e3cf7f87b73069f7207597273c170233acbc --- /dev/null +++ b/mode16_ablation/yelp/mode13/yelp_mode13_20260501_040333.csv @@ -0,0 +1,6 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,K_thr,R_thr,bufsz_mb,l0_pages,hot_pct,cold_pct +1,0.3668,10.4,3787,76466,288,2000,5,1,1,25,0.10,0.30 +2,0.3666,11.1,3787,76466,288,2000,5,1,1,25,0.10,0.30 +3,0.3620,13.0,3787,76466,288,2000,5,1,1,25,0.10,0.30 +4,0.3666,10.5,3787,76466,288,2000,5,1,1,25,0.10,0.30 +5,0.3676,11.0,3787,76466,288,2000,5,1,1,25,0.10,0.30 diff --git a/mode16_ablation/yelp/mode13/yelp_mode13_20260501_040333_run1.log b/mode16_ablation/yelp/mode13/yelp_mode13_20260501_040333_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..088fe91496c08497d14d60270b1b8aa83ffc3ab4 --- /dev/null +++ b/mode16_ablation/yelp/mode13/yelp_mode13_20260501_040333_run1.log @@ -0,0 +1,33 @@ +Mode: DPR-EWMA-L0FIX | Trace: yelp_trace.csv | Layout: yelp_se_remap.json +Tables: 1 | Pages: 9380 (36.6 MB) +dax mmap: 6144 MB +Mode 13 DPR-EWMA-L0FIX: theta*=0.928 (Mode 9 + L0-hit ewma update) +EWMA state: 9380 pages (0.0 MB) +Warm-up: first 100 batches route all to MEM +L0 buffer: 25 pages (0 MB) | policy=lfu | K_thr=5 R_thr=1 +B 0: pg=26 mem=26(h=3,m=23) io=0 l0=0 | 2.1ms avg=2.1ms +B 100: pg=18 mem=0(h=0,m=0) io=18 l0=0 | 0.1ms avg=3.1ms +B 200: pg=19 mem=0(h=0,m=0) io=19 l0=0 | 0.1ms avg=1.7ms +B 300: pg=323 mem=0(h=0,m=0) io=322 l0=1 | 1.6ms avg=1.2ms +B 400: pg=13 mem=0(h=0,m=0) io=13 l0=0 | 0.1ms avg=1.0ms +B 500: pg=415 mem=0(h=0,m=0) io=415 l0=0 | 2.1ms avg=0.8ms +B 600: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.8ms +B 700: pg=7 mem=0(h=0,m=0) io=7 l0=0 | 0.0ms avg=0.7ms +B 800: pg=25 mem=0(h=0,m=0) io=25 l0=0 | 0.2ms avg=0.6ms +B 900: pg=28 mem=0(h=0,m=0) io=27 l0=1 | 0.2ms avg=0.6ms +B1000: pg=7 mem=0(h=0,m=0) io=7 l0=0 | 0.0ms avg=0.5ms +B1100: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.5ms +B1200: pg=39 mem=0(h=0,m=0) io=38 l0=1 | 0.2ms avg=0.5ms +B1300: pg=32 mem=0(h=0,m=0) io=32 l0=0 | 0.2ms avg=0.5ms +B1400: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.4ms +B1500: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.4ms +B1600: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.4ms +B1700: pg=2 mem=0(h=0,m=0) io=1 l0=1 | 0.0ms avg=0.4ms +B1800: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.4ms +B1900: pg=18 mem=0(h=0,m=0) io=18 l0=0 | 0.1ms avg=0.4ms + +=== DPR-EWMA-L0FIX (L0=lfu) === +Batches: 2000 | Avg: 0.3668 ms/batch +MEM: 3787 (hit=392 miss=3395 rate=10.4%) +IO: 76466 | L0: 288 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/yelp/mode13/yelp_mode13_20260501_040333_run2.log b/mode16_ablation/yelp/mode13/yelp_mode13_20260501_040333_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..c6ec9644d25b612ead823d29e4802cb8552bb6fc --- /dev/null +++ b/mode16_ablation/yelp/mode13/yelp_mode13_20260501_040333_run2.log @@ -0,0 +1,33 @@ +Mode: DPR-EWMA-L0FIX | Trace: yelp_trace.csv | Layout: yelp_se_remap.json +Tables: 1 | Pages: 9380 (36.6 MB) +dax mmap: 6144 MB +Mode 13 DPR-EWMA-L0FIX: theta*=0.928 (Mode 9 + L0-hit ewma update) +EWMA state: 9380 pages (0.0 MB) +Warm-up: first 100 batches route all to MEM +L0 buffer: 25 pages (0 MB) | policy=lfu | K_thr=5 R_thr=1 +B 0: pg=26 mem=26(h=3,m=23) io=0 l0=0 | 2.1ms avg=2.1ms +B 100: pg=18 mem=0(h=0,m=0) io=18 l0=0 | 0.1ms avg=3.1ms +B 200: pg=19 mem=0(h=0,m=0) io=19 l0=0 | 0.1ms avg=1.7ms +B 300: pg=323 mem=0(h=0,m=0) io=322 l0=1 | 1.6ms avg=1.2ms +B 400: pg=13 mem=0(h=0,m=0) io=13 l0=0 | 0.1ms avg=1.0ms +B 500: pg=415 mem=0(h=0,m=0) io=415 l0=0 | 2.1ms avg=0.8ms +B 600: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.8ms +B 700: pg=7 mem=0(h=0,m=0) io=7 l0=0 | 0.0ms avg=0.7ms +B 800: pg=25 mem=0(h=0,m=0) io=25 l0=0 | 0.2ms avg=0.6ms +B 900: pg=28 mem=0(h=0,m=0) io=27 l0=1 | 0.2ms avg=0.6ms +B1000: pg=7 mem=0(h=0,m=0) io=7 l0=0 | 0.0ms avg=0.5ms +B1100: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.5ms +B1200: pg=39 mem=0(h=0,m=0) io=38 l0=1 | 0.2ms avg=0.5ms +B1300: pg=32 mem=0(h=0,m=0) io=32 l0=0 | 0.2ms avg=0.5ms +B1400: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.4ms +B1500: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.4ms +B1600: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.4ms +B1700: pg=2 mem=0(h=0,m=0) io=1 l0=1 | 0.0ms avg=0.4ms +B1800: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.4ms +B1900: pg=18 mem=0(h=0,m=0) io=18 l0=0 | 0.1ms avg=0.4ms + +=== DPR-EWMA-L0FIX (L0=lfu) === +Batches: 2000 | Avg: 0.3666 ms/batch +MEM: 3787 (hit=422 miss=3365 rate=11.1%) +IO: 76466 | L0: 288 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/yelp/mode13/yelp_mode13_20260501_040333_run3.log b/mode16_ablation/yelp/mode13/yelp_mode13_20260501_040333_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..c883256187fcf6345229ef0bfc335e51b8bd013a --- /dev/null +++ b/mode16_ablation/yelp/mode13/yelp_mode13_20260501_040333_run3.log @@ -0,0 +1,33 @@ +Mode: DPR-EWMA-L0FIX | Trace: yelp_trace.csv | Layout: yelp_se_remap.json +Tables: 1 | Pages: 9380 (36.6 MB) +dax mmap: 6144 MB +Mode 13 DPR-EWMA-L0FIX: theta*=0.928 (Mode 9 + L0-hit ewma update) +EWMA state: 9380 pages (0.0 MB) +Warm-up: first 100 batches route all to MEM +L0 buffer: 25 pages (0 MB) | policy=lfu | K_thr=5 R_thr=1 +B 0: pg=26 mem=26(h=2,m=24) io=0 l0=0 | 2.3ms avg=2.3ms +B 100: pg=18 mem=0(h=0,m=0) io=18 l0=0 | 0.1ms avg=3.0ms +B 200: pg=19 mem=0(h=0,m=0) io=19 l0=0 | 0.1ms avg=1.6ms +B 300: pg=323 mem=0(h=0,m=0) io=322 l0=1 | 1.6ms avg=1.2ms +B 400: pg=13 mem=0(h=0,m=0) io=13 l0=0 | 0.1ms avg=1.0ms +B 500: pg=415 mem=0(h=0,m=0) io=415 l0=0 | 2.1ms avg=0.8ms +B 600: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.7ms +B 700: pg=7 mem=0(h=0,m=0) io=7 l0=0 | 0.0ms avg=0.7ms +B 800: pg=25 mem=0(h=0,m=0) io=25 l0=0 | 0.2ms avg=0.6ms +B 900: pg=28 mem=0(h=0,m=0) io=27 l0=1 | 0.2ms avg=0.6ms +B1000: pg=7 mem=0(h=0,m=0) io=7 l0=0 | 0.0ms avg=0.5ms +B1100: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.5ms +B1200: pg=39 mem=0(h=0,m=0) io=38 l0=1 | 0.2ms avg=0.5ms +B1300: pg=32 mem=0(h=0,m=0) io=32 l0=0 | 0.2ms avg=0.5ms +B1400: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.4ms +B1500: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.4ms +B1600: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.4ms +B1700: pg=2 mem=0(h=0,m=0) io=1 l0=1 | 0.0ms avg=0.4ms +B1800: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.4ms +B1900: pg=18 mem=0(h=0,m=0) io=18 l0=0 | 0.1ms avg=0.4ms + +=== DPR-EWMA-L0FIX (L0=lfu) === +Batches: 2000 | Avg: 0.3620 ms/batch +MEM: 3787 (hit=492 miss=3295 rate=13.0%) +IO: 76466 | L0: 288 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/yelp/mode13/yelp_mode13_20260501_040333_run4.log b/mode16_ablation/yelp/mode13/yelp_mode13_20260501_040333_run4.log new file mode 100644 index 0000000000000000000000000000000000000000..34f681c6518fbbc65da5c8a928326dd8cf31a564 --- /dev/null +++ b/mode16_ablation/yelp/mode13/yelp_mode13_20260501_040333_run4.log @@ -0,0 +1,33 @@ +Mode: DPR-EWMA-L0FIX | Trace: yelp_trace.csv | Layout: yelp_se_remap.json +Tables: 1 | Pages: 9380 (36.6 MB) +dax mmap: 6144 MB +Mode 13 DPR-EWMA-L0FIX: theta*=0.928 (Mode 9 + L0-hit ewma update) +EWMA state: 9380 pages (0.0 MB) +Warm-up: first 100 batches route all to MEM +L0 buffer: 25 pages (0 MB) | policy=lfu | K_thr=5 R_thr=1 +B 0: pg=26 mem=26(h=1,m=25) io=0 l0=0 | 2.3ms avg=2.3ms +B 100: pg=18 mem=0(h=0,m=0) io=18 l0=0 | 0.1ms avg=3.1ms +B 200: pg=19 mem=0(h=0,m=0) io=19 l0=0 | 0.1ms avg=1.7ms +B 300: pg=323 mem=0(h=0,m=0) io=322 l0=1 | 1.6ms avg=1.2ms +B 400: pg=13 mem=0(h=0,m=0) io=13 l0=0 | 0.1ms avg=1.0ms +B 500: pg=415 mem=0(h=0,m=0) io=415 l0=0 | 2.1ms avg=0.8ms +B 600: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.8ms +B 700: pg=7 mem=0(h=0,m=0) io=7 l0=0 | 0.0ms avg=0.7ms +B 800: pg=25 mem=0(h=0,m=0) io=25 l0=0 | 0.2ms avg=0.6ms +B 900: pg=28 mem=0(h=0,m=0) io=27 l0=1 | 0.2ms avg=0.6ms +B1000: pg=7 mem=0(h=0,m=0) io=7 l0=0 | 0.0ms avg=0.5ms +B1100: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.5ms +B1200: pg=39 mem=0(h=0,m=0) io=38 l0=1 | 0.2ms avg=0.5ms +B1300: pg=32 mem=0(h=0,m=0) io=32 l0=0 | 0.2ms avg=0.5ms +B1400: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.4ms +B1500: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.4ms +B1600: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.4ms +B1700: pg=2 mem=0(h=0,m=0) io=1 l0=1 | 0.0ms avg=0.4ms +B1800: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.4ms +B1900: pg=18 mem=0(h=0,m=0) io=18 l0=0 | 0.1ms avg=0.4ms + +=== DPR-EWMA-L0FIX (L0=lfu) === +Batches: 2000 | Avg: 0.3666 ms/batch +MEM: 3787 (hit=398 miss=3389 rate=10.5%) +IO: 76466 | L0: 288 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/yelp/mode13/yelp_mode13_20260501_040333_run5.log b/mode16_ablation/yelp/mode13/yelp_mode13_20260501_040333_run5.log new file mode 100644 index 0000000000000000000000000000000000000000..f8c10849fedd5ca8c54f8f4d8b02f244a9eb1884 --- /dev/null +++ b/mode16_ablation/yelp/mode13/yelp_mode13_20260501_040333_run5.log @@ -0,0 +1,33 @@ +Mode: DPR-EWMA-L0FIX | Trace: yelp_trace.csv | Layout: yelp_se_remap.json +Tables: 1 | Pages: 9380 (36.6 MB) +dax mmap: 6144 MB +Mode 13 DPR-EWMA-L0FIX: theta*=0.928 (Mode 9 + L0-hit ewma update) +EWMA state: 9380 pages (0.0 MB) +Warm-up: first 100 batches route all to MEM +L0 buffer: 25 pages (0 MB) | policy=lfu | K_thr=5 R_thr=1 +B 0: pg=26 mem=26(h=3,m=23) io=0 l0=0 | 2.1ms avg=2.1ms +B 100: pg=18 mem=0(h=0,m=0) io=18 l0=0 | 0.1ms avg=3.1ms +B 200: pg=19 mem=0(h=0,m=0) io=19 l0=0 | 0.1ms avg=1.7ms +B 300: pg=323 mem=0(h=0,m=0) io=322 l0=1 | 1.6ms avg=1.2ms +B 400: pg=13 mem=0(h=0,m=0) io=13 l0=0 | 0.1ms avg=1.0ms +B 500: pg=415 mem=0(h=0,m=0) io=415 l0=0 | 2.1ms avg=0.8ms +B 600: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.8ms +B 700: pg=7 mem=0(h=0,m=0) io=7 l0=0 | 0.0ms avg=0.7ms +B 800: pg=25 mem=0(h=0,m=0) io=25 l0=0 | 0.2ms avg=0.6ms +B 900: pg=28 mem=0(h=0,m=0) io=27 l0=1 | 0.2ms avg=0.6ms +B1000: pg=7 mem=0(h=0,m=0) io=7 l0=0 | 0.0ms avg=0.5ms +B1100: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.5ms +B1200: pg=39 mem=0(h=0,m=0) io=38 l0=1 | 0.2ms avg=0.5ms +B1300: pg=32 mem=0(h=0,m=0) io=32 l0=0 | 0.2ms avg=0.5ms +B1400: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.4ms +B1500: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.4ms +B1600: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.4ms +B1700: pg=2 mem=0(h=0,m=0) io=1 l0=1 | 0.0ms avg=0.4ms +B1800: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.4ms +B1900: pg=18 mem=0(h=0,m=0) io=18 l0=0 | 0.1ms avg=0.4ms + +=== DPR-EWMA-L0FIX (L0=lfu) === +Batches: 2000 | Avg: 0.3676 ms/batch +MEM: 3787 (hit=416 miss=3371 rate=11.0%) +IO: 76466 | L0: 288 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/yelp/mode16/yelp_mode16_20260501_040339.csv b/mode16_ablation/yelp/mode16/yelp_mode16_20260501_040339.csv new file mode 100644 index 0000000000000000000000000000000000000000..b1a6b75b57edd4934ec9d3d8a210783cc8842598 --- /dev/null +++ b/mode16_ablation/yelp/mode16/yelp_mode16_20260501_040339.csv @@ -0,0 +1,6 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,K_thr,R_thr,bufsz_mb,l0_pages,hot_pct,cold_pct +1,0.3458,74.6,17265,63137,139,2000,5,1,1,25,0.10,0.30 +2,0.3394,76.2,17265,63137,139,2000,5,1,1,25,0.10,0.30 +3,0.3344,77.7,17265,63137,139,2000,5,1,1,25,0.10,0.30 +4,0.3561,70.8,17265,63137,139,2000,5,1,1,25,0.10,0.30 +5,0.3384,77.0,17265,63137,139,2000,5,1,1,25,0.10,0.30 diff --git a/mode16_ablation/yelp/mode16/yelp_mode16_20260501_040339_run1.log b/mode16_ablation/yelp/mode16/yelp_mode16_20260501_040339_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..3d220d1622de135c782180f211a1898a460099f0 --- /dev/null +++ b/mode16_ablation/yelp/mode16/yelp_mode16_20260501_040339_run1.log @@ -0,0 +1,33 @@ +Mode: DPR-LFU-RANK | Trace: yelp_trace.csv | Layout: yelp_se_remap.json +Tables: 1 | Pages: 9380 (36.6 MB) +dax mmap: 6144 MB +Mode 16 DPR-LFU-RANK: rank_warmup=100 hot_pct=10.00% cold_pct=30.00% (R_thr=1 for middle) +Rank state: 9380 pages × 5B (0.0 MB transient,then 1B/page) +L0 buffer: 25 pages (0 MB) | policy=lfu | K_thr=5 R_thr=1 +B 0: pg=26 mem=26(h=3,m=23) io=0 l0=0 | 2.1ms avg=2.1ms +Mode 16 classification at bid=100: 264 hot / 545 middle / 1435 cold (n_acc=2244) +B 100: pg=18 mem=0(h=0,m=0) io=18 l0=0 | 0.1ms avg=3.1ms +B 200: pg=19 mem=14(h=7,m=7) io=5 l0=0 | 0.7ms avg=1.7ms +B 300: pg=323 mem=30(h=23,m=7) io=292 l0=1 | 1.5ms avg=1.2ms +B 400: pg=13 mem=0(h=0,m=0) io=13 l0=0 | 0.1ms avg=1.0ms +B 500: pg=415 mem=3(h=2,m=1) io=411 l0=1 | 2.1ms avg=0.8ms +B 600: pg=8 mem=4(h=4,m=0) io=4 l0=0 | 0.0ms avg=0.8ms +B 700: pg=7 mem=1(h=1,m=0) io=6 l0=0 | 0.0ms avg=0.7ms +B 800: pg=25 mem=0(h=0,m=0) io=25 l0=0 | 0.2ms avg=0.6ms +B 900: pg=28 mem=5(h=5,m=0) io=22 l0=1 | 0.1ms avg=0.6ms +B1000: pg=7 mem=1(h=0,m=1) io=6 l0=0 | 0.1ms avg=0.5ms +B1100: pg=5 mem=1(h=1,m=0) io=4 l0=0 | 0.0ms avg=0.5ms +B1200: pg=39 mem=19(h=18,m=1) io=20 l0=0 | 0.1ms avg=0.5ms +B1300: pg=32 mem=1(h=1,m=0) io=31 l0=0 | 0.2ms avg=0.4ms +B1400: pg=2 mem=1(h=1,m=0) io=1 l0=0 | 0.0ms avg=0.4ms +B1500: pg=4 mem=1(h=1,m=0) io=3 l0=0 | 0.0ms avg=0.4ms +B1600: pg=5 mem=1(h=1,m=0) io=4 l0=0 | 0.0ms avg=0.4ms +B1700: pg=2 mem=1(h=1,m=0) io=1 l0=0 | 0.0ms avg=0.4ms +B1800: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.4ms +B1900: pg=18 mem=3(h=3,m=0) io=15 l0=0 | 0.1ms avg=0.4ms + +=== DPR-LFU-RANK (L0=lfu) === +Batches: 2000 | Avg: 0.3458 ms/batch +MEM: 17265 (hit=12885 miss=4380 rate=74.6%) +IO: 63137 | L0: 139 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/yelp/mode16/yelp_mode16_20260501_040339_run2.log b/mode16_ablation/yelp/mode16/yelp_mode16_20260501_040339_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..a8ffd488c6804494a2bcb43ae77fe74683a1f542 --- /dev/null +++ b/mode16_ablation/yelp/mode16/yelp_mode16_20260501_040339_run2.log @@ -0,0 +1,33 @@ +Mode: DPR-LFU-RANK | Trace: yelp_trace.csv | Layout: yelp_se_remap.json +Tables: 1 | Pages: 9380 (36.6 MB) +dax mmap: 6144 MB +Mode 16 DPR-LFU-RANK: rank_warmup=100 hot_pct=10.00% cold_pct=30.00% (R_thr=1 for middle) +Rank state: 9380 pages × 5B (0.0 MB transient,then 1B/page) +L0 buffer: 25 pages (0 MB) | policy=lfu | K_thr=5 R_thr=1 +B 0: pg=26 mem=26(h=7,m=19) io=0 l0=0 | 1.8ms avg=1.8ms +Mode 16 classification at bid=100: 264 hot / 545 middle / 1435 cold (n_acc=2244) +B 100: pg=18 mem=0(h=0,m=0) io=18 l0=0 | 0.1ms avg=3.0ms +B 200: pg=19 mem=14(h=10,m=4) io=5 l0=0 | 0.4ms avg=1.7ms +B 300: pg=323 mem=30(h=27,m=3) io=292 l0=1 | 1.5ms avg=1.2ms +B 400: pg=13 mem=0(h=0,m=0) io=13 l0=0 | 0.1ms avg=1.0ms +B 500: pg=415 mem=3(h=2,m=1) io=411 l0=1 | 2.1ms avg=0.8ms +B 600: pg=8 mem=4(h=4,m=0) io=4 l0=0 | 0.0ms avg=0.7ms +B 700: pg=7 mem=1(h=1,m=0) io=6 l0=0 | 0.0ms avg=0.7ms +B 800: pg=25 mem=0(h=0,m=0) io=25 l0=0 | 0.2ms avg=0.6ms +B 900: pg=28 mem=5(h=4,m=1) io=22 l0=1 | 0.1ms avg=0.6ms +B1000: pg=7 mem=1(h=0,m=1) io=6 l0=0 | 0.1ms avg=0.5ms +B1100: pg=5 mem=1(h=1,m=0) io=4 l0=0 | 0.0ms avg=0.5ms +B1200: pg=39 mem=19(h=19,m=0) io=20 l0=0 | 0.1ms avg=0.4ms +B1300: pg=32 mem=1(h=1,m=0) io=31 l0=0 | 0.2ms avg=0.4ms +B1400: pg=2 mem=1(h=1,m=0) io=1 l0=0 | 0.0ms avg=0.4ms +B1500: pg=4 mem=1(h=1,m=0) io=3 l0=0 | 0.0ms avg=0.4ms +B1600: pg=5 mem=1(h=1,m=0) io=4 l0=0 | 0.0ms avg=0.4ms +B1700: pg=2 mem=1(h=1,m=0) io=1 l0=0 | 0.0ms avg=0.4ms +B1800: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.4ms +B1900: pg=18 mem=3(h=3,m=0) io=15 l0=0 | 0.1ms avg=0.3ms + +=== DPR-LFU-RANK (L0=lfu) === +Batches: 2000 | Avg: 0.3394 ms/batch +MEM: 17265 (hit=13149 miss=4116 rate=76.2%) +IO: 63137 | L0: 139 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/yelp/mode16/yelp_mode16_20260501_040339_run3.log b/mode16_ablation/yelp/mode16/yelp_mode16_20260501_040339_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..b5ee35b18c2c24ee089bfb4d10b2394c0e48873e --- /dev/null +++ b/mode16_ablation/yelp/mode16/yelp_mode16_20260501_040339_run3.log @@ -0,0 +1,33 @@ +Mode: DPR-LFU-RANK | Trace: yelp_trace.csv | Layout: yelp_se_remap.json +Tables: 1 | Pages: 9380 (36.6 MB) +dax mmap: 6144 MB +Mode 16 DPR-LFU-RANK: rank_warmup=100 hot_pct=10.00% cold_pct=30.00% (R_thr=1 for middle) +Rank state: 9380 pages × 5B (0.0 MB transient,then 1B/page) +L0 buffer: 25 pages (0 MB) | policy=lfu | K_thr=5 R_thr=1 +B 0: pg=26 mem=26(h=7,m=19) io=0 l0=0 | 1.9ms avg=1.9ms +Mode 16 classification at bid=100: 264 hot / 545 middle / 1435 cold (n_acc=2244) +B 100: pg=18 mem=0(h=0,m=0) io=18 l0=0 | 0.1ms avg=3.0ms +B 200: pg=19 mem=14(h=11,m=3) io=5 l0=0 | 0.3ms avg=1.6ms +B 300: pg=323 mem=30(h=29,m=1) io=292 l0=1 | 1.5ms avg=1.2ms +B 400: pg=13 mem=0(h=0,m=0) io=13 l0=0 | 0.1ms avg=1.0ms +B 500: pg=415 mem=3(h=2,m=1) io=411 l0=1 | 2.1ms avg=0.8ms +B 600: pg=8 mem=4(h=4,m=0) io=4 l0=0 | 0.0ms avg=0.7ms +B 700: pg=7 mem=1(h=1,m=0) io=6 l0=0 | 0.0ms avg=0.7ms +B 800: pg=25 mem=0(h=0,m=0) io=25 l0=0 | 0.2ms avg=0.6ms +B 900: pg=28 mem=5(h=5,m=0) io=22 l0=1 | 0.1ms avg=0.5ms +B1000: pg=7 mem=1(h=1,m=0) io=6 l0=0 | 0.0ms avg=0.5ms +B1100: pg=5 mem=1(h=1,m=0) io=4 l0=0 | 0.0ms avg=0.5ms +B1200: pg=39 mem=19(h=19,m=0) io=20 l0=0 | 0.1ms avg=0.4ms +B1300: pg=32 mem=1(h=1,m=0) io=31 l0=0 | 0.2ms avg=0.4ms +B1400: pg=2 mem=1(h=1,m=0) io=1 l0=0 | 0.0ms avg=0.4ms +B1500: pg=4 mem=1(h=1,m=0) io=3 l0=0 | 0.0ms avg=0.4ms +B1600: pg=5 mem=1(h=1,m=0) io=4 l0=0 | 0.0ms avg=0.4ms +B1700: pg=2 mem=1(h=1,m=0) io=1 l0=0 | 0.0ms avg=0.4ms +B1800: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.4ms +B1900: pg=18 mem=3(h=3,m=0) io=15 l0=0 | 0.1ms avg=0.3ms + +=== DPR-LFU-RANK (L0=lfu) === +Batches: 2000 | Avg: 0.3344 ms/batch +MEM: 17265 (hit=13417 miss=3848 rate=77.7%) +IO: 63137 | L0: 139 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/yelp/mode16/yelp_mode16_20260501_040339_run4.log b/mode16_ablation/yelp/mode16/yelp_mode16_20260501_040339_run4.log new file mode 100644 index 0000000000000000000000000000000000000000..c35305f1de5f441772af936110c2a68152994523 --- /dev/null +++ b/mode16_ablation/yelp/mode16/yelp_mode16_20260501_040339_run4.log @@ -0,0 +1,33 @@ +Mode: DPR-LFU-RANK | Trace: yelp_trace.csv | Layout: yelp_se_remap.json +Tables: 1 | Pages: 9380 (36.6 MB) +dax mmap: 6144 MB +Mode 16 DPR-LFU-RANK: rank_warmup=100 hot_pct=10.00% cold_pct=30.00% (R_thr=1 for middle) +Rank state: 9380 pages × 5B (0.0 MB transient,then 1B/page) +L0 buffer: 25 pages (0 MB) | policy=lfu | K_thr=5 R_thr=1 +B 0: pg=26 mem=26(h=5,m=21) io=0 l0=0 | 2.1ms avg=2.1ms +Mode 16 classification at bid=100: 264 hot / 545 middle / 1435 cold (n_acc=2244) +B 100: pg=18 mem=0(h=0,m=0) io=18 l0=0 | 0.1ms avg=3.1ms +B 200: pg=19 mem=14(h=9,m=5) io=5 l0=0 | 0.5ms avg=1.7ms +B 300: pg=323 mem=30(h=26,m=4) io=292 l0=1 | 1.5ms avg=1.2ms +B 400: pg=13 mem=0(h=0,m=0) io=13 l0=0 | 0.1ms avg=1.0ms +B 500: pg=415 mem=3(h=1,m=2) io=411 l0=1 | 2.1ms avg=0.8ms +B 600: pg=8 mem=4(h=2,m=2) io=4 l0=0 | 0.2ms avg=0.8ms +B 700: pg=7 mem=1(h=1,m=0) io=6 l0=0 | 0.0ms avg=0.7ms +B 800: pg=25 mem=0(h=0,m=0) io=25 l0=0 | 0.2ms avg=0.6ms +B 900: pg=28 mem=5(h=4,m=1) io=22 l0=1 | 0.1ms avg=0.6ms +B1000: pg=7 mem=1(h=0,m=1) io=6 l0=0 | 0.1ms avg=0.5ms +B1100: pg=5 mem=1(h=1,m=0) io=4 l0=0 | 0.0ms avg=0.5ms +B1200: pg=39 mem=19(h=18,m=1) io=20 l0=0 | 0.1ms avg=0.5ms +B1300: pg=32 mem=1(h=1,m=0) io=31 l0=0 | 0.2ms avg=0.5ms +B1400: pg=2 mem=1(h=1,m=0) io=1 l0=0 | 0.0ms avg=0.4ms +B1500: pg=4 mem=1(h=1,m=0) io=3 l0=0 | 0.0ms avg=0.4ms +B1600: pg=5 mem=1(h=1,m=0) io=4 l0=0 | 0.0ms avg=0.4ms +B1700: pg=2 mem=1(h=1,m=0) io=1 l0=0 | 0.0ms avg=0.4ms +B1800: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.4ms +B1900: pg=18 mem=3(h=3,m=0) io=15 l0=0 | 0.1ms avg=0.4ms + +=== DPR-LFU-RANK (L0=lfu) === +Batches: 2000 | Avg: 0.3561 ms/batch +MEM: 17265 (hit=12220 miss=5045 rate=70.8%) +IO: 63137 | L0: 139 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/yelp/mode16/yelp_mode16_20260501_040339_run5.log b/mode16_ablation/yelp/mode16/yelp_mode16_20260501_040339_run5.log new file mode 100644 index 0000000000000000000000000000000000000000..9b173bcfe9ee8cb0f34caba343fc31e6ebcf0231 --- /dev/null +++ b/mode16_ablation/yelp/mode16/yelp_mode16_20260501_040339_run5.log @@ -0,0 +1,33 @@ +Mode: DPR-LFU-RANK | Trace: yelp_trace.csv | Layout: yelp_se_remap.json +Tables: 1 | Pages: 9380 (36.6 MB) +dax mmap: 6144 MB +Mode 16 DPR-LFU-RANK: rank_warmup=100 hot_pct=10.00% cold_pct=30.00% (R_thr=1 for middle) +Rank state: 9380 pages × 5B (0.0 MB transient,then 1B/page) +L0 buffer: 25 pages (0 MB) | policy=lfu | K_thr=5 R_thr=1 +B 0: pg=26 mem=26(h=6,m=20) io=0 l0=0 | 1.9ms avg=1.9ms +Mode 16 classification at bid=100: 264 hot / 545 middle / 1435 cold (n_acc=2244) +B 100: pg=18 mem=0(h=0,m=0) io=18 l0=0 | 0.1ms avg=3.1ms +B 200: pg=19 mem=14(h=10,m=4) io=5 l0=0 | 0.4ms avg=1.7ms +B 300: pg=323 mem=30(h=26,m=4) io=292 l0=1 | 1.5ms avg=1.2ms +B 400: pg=13 mem=0(h=0,m=0) io=13 l0=0 | 0.1ms avg=1.0ms +B 500: pg=415 mem=3(h=2,m=1) io=411 l0=1 | 2.1ms avg=0.8ms +B 600: pg=8 mem=4(h=4,m=0) io=4 l0=0 | 0.0ms avg=0.7ms +B 700: pg=7 mem=1(h=1,m=0) io=6 l0=0 | 0.0ms avg=0.7ms +B 800: pg=25 mem=0(h=0,m=0) io=25 l0=0 | 0.2ms avg=0.6ms +B 900: pg=28 mem=5(h=5,m=0) io=22 l0=1 | 0.1ms avg=0.6ms +B1000: pg=7 mem=1(h=1,m=0) io=6 l0=0 | 0.0ms avg=0.5ms +B1100: pg=5 mem=1(h=1,m=0) io=4 l0=0 | 0.0ms avg=0.5ms +B1200: pg=39 mem=19(h=19,m=0) io=20 l0=0 | 0.1ms avg=0.4ms +B1300: pg=32 mem=1(h=1,m=0) io=31 l0=0 | 0.2ms avg=0.4ms +B1400: pg=2 mem=1(h=1,m=0) io=1 l0=0 | 0.0ms avg=0.4ms +B1500: pg=4 mem=1(h=1,m=0) io=3 l0=0 | 0.0ms avg=0.4ms +B1600: pg=5 mem=1(h=1,m=0) io=4 l0=0 | 0.0ms avg=0.4ms +B1700: pg=2 mem=1(h=1,m=0) io=1 l0=0 | 0.0ms avg=0.4ms +B1800: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.4ms +B1900: pg=18 mem=3(h=3,m=0) io=15 l0=0 | 0.1ms avg=0.3ms + +=== DPR-LFU-RANK (L0=lfu) === +Batches: 2000 | Avg: 0.3384 ms/batch +MEM: 17265 (hit=13294 miss=3971 rate=77.0%) +IO: 63137 | L0: 139 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/yelp/mode2/yelp_mode2_20260501_040319.csv b/mode16_ablation/yelp/mode2/yelp_mode2_20260501_040319.csv new file mode 100644 index 0000000000000000000000000000000000000000..f7931abb81cdc3e4afdf7bf7603abc5eacdf129a --- /dev/null +++ b/mode16_ablation/yelp/mode2/yelp_mode2_20260501_040319.csv @@ -0,0 +1,6 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,K_thr,R_thr,bufsz_mb,l0_pages,hot_pct,cold_pct +1,0.3545,51.1,1855,78088,598,2000,5,1,1,25,0.10,0.30 +2,0.3428,59.9,1855,78088,598,2000,5,1,1,25,0.10,0.30 +3,0.3457,59.9,1855,78088,598,2000,5,1,1,25,0.10,0.30 +4,0.3478,59.9,1855,78088,598,2000,5,1,1,25,0.10,0.30 +5,0.3428,59.9,1855,78088,598,2000,5,1,1,25,0.10,0.30 diff --git a/mode16_ablation/yelp/mode2/yelp_mode2_20260501_040319_run1.log b/mode16_ablation/yelp/mode2/yelp_mode2_20260501_040319_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..bbf57950bde475a44864f83203c78526f3ae067b --- /dev/null +++ b/mode16_ablation/yelp/mode2/yelp_mode2_20260501_040319_run1.log @@ -0,0 +1,30 @@ +Mode: E+L0 | Trace: yelp_trace.csv | Layout: yelp_se_remap.json +Tables: 1 | Pages: 9380 (36.6 MB) +dax mmap: 6144 MB +L0 buffer: 25 pages (0 MB) | policy=lfu | K_thr=5 R_thr=1 +B 0: pg=26 mem=0(h=0,m=0) io=26 l0=0 | 0.6ms avg=0.6ms +B 100: pg=18 mem=0(h=0,m=0) io=18 l0=0 | 0.4ms avg=0.4ms +B 200: pg=19 mem=0(h=0,m=0) io=19 l0=0 | 0.4ms avg=0.4ms +B 300: pg=323 mem=21(h=7,m=14) io=302 l0=0 | 1.7ms avg=0.4ms +B 400: pg=13 mem=0(h=0,m=0) io=13 l0=0 | 0.4ms avg=0.4ms +B 500: pg=415 mem=1(h=1,m=0) io=412 l0=2 | 0.5ms avg=0.4ms +B 600: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.4ms avg=0.4ms +B 700: pg=7 mem=0(h=0,m=0) io=7 l0=0 | 0.3ms avg=0.4ms +B 800: pg=25 mem=0(h=0,m=0) io=25 l0=0 | 0.4ms avg=0.4ms +B 900: pg=28 mem=0(h=0,m=0) io=28 l0=0 | 0.4ms avg=0.4ms +B1000: pg=7 mem=0(h=0,m=0) io=7 l0=0 | 0.4ms avg=0.4ms +B1100: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.2ms avg=0.4ms +B1200: pg=39 mem=0(h=0,m=0) io=38 l0=1 | 0.4ms avg=0.4ms +B1300: pg=32 mem=0(h=0,m=0) io=32 l0=0 | 0.4ms avg=0.4ms +B1400: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.1ms avg=0.4ms +B1500: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.1ms avg=0.4ms +B1600: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.2ms avg=0.4ms +B1700: pg=2 mem=0(h=0,m=0) io=1 l0=1 | 0.1ms avg=0.4ms +B1800: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.2ms avg=0.4ms +B1900: pg=18 mem=0(h=0,m=0) io=18 l0=0 | 0.4ms avg=0.4ms + +=== E+L0 (L0=lfu) === +Batches: 2000 | Avg: 0.3545 ms/batch +MEM: 1855 (hit=947 miss=908 rate=51.1%) +IO: 78088 | L0: 598 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/yelp/mode2/yelp_mode2_20260501_040319_run2.log b/mode16_ablation/yelp/mode2/yelp_mode2_20260501_040319_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..cb640fa5511ec33031c9156b25fc51276e32277b --- /dev/null +++ b/mode16_ablation/yelp/mode2/yelp_mode2_20260501_040319_run2.log @@ -0,0 +1,30 @@ +Mode: E+L0 | Trace: yelp_trace.csv | Layout: yelp_se_remap.json +Tables: 1 | Pages: 9380 (36.6 MB) +dax mmap: 6144 MB +L0 buffer: 25 pages (0 MB) | policy=lfu | K_thr=5 R_thr=1 +B 0: pg=26 mem=0(h=0,m=0) io=26 l0=0 | 0.6ms avg=0.6ms +B 100: pg=18 mem=0(h=0,m=0) io=18 l0=0 | 0.4ms avg=0.3ms +B 200: pg=19 mem=0(h=0,m=0) io=19 l0=0 | 0.4ms avg=0.3ms +B 300: pg=323 mem=21(h=11,m=10) io=302 l0=0 | 1.3ms avg=0.3ms +B 400: pg=13 mem=0(h=0,m=0) io=13 l0=0 | 0.3ms avg=0.4ms +B 500: pg=415 mem=1(h=1,m=0) io=412 l0=2 | 0.5ms avg=0.4ms +B 600: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.4ms avg=0.4ms +B 700: pg=7 mem=0(h=0,m=0) io=7 l0=0 | 0.3ms avg=0.4ms +B 800: pg=25 mem=0(h=0,m=0) io=25 l0=0 | 0.4ms avg=0.4ms +B 900: pg=28 mem=0(h=0,m=0) io=28 l0=0 | 0.4ms avg=0.4ms +B1000: pg=7 mem=0(h=0,m=0) io=7 l0=0 | 0.3ms avg=0.4ms +B1100: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.4ms avg=0.3ms +B1200: pg=39 mem=0(h=0,m=0) io=38 l0=1 | 0.4ms avg=0.3ms +B1300: pg=32 mem=0(h=0,m=0) io=32 l0=0 | 0.3ms avg=0.3ms +B1400: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.1ms avg=0.3ms +B1500: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.1ms avg=0.3ms +B1600: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.2ms avg=0.3ms +B1700: pg=2 mem=0(h=0,m=0) io=1 l0=1 | 0.1ms avg=0.3ms +B1800: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.2ms avg=0.3ms +B1900: pg=18 mem=0(h=0,m=0) io=18 l0=0 | 0.5ms avg=0.3ms + +=== E+L0 (L0=lfu) === +Batches: 2000 | Avg: 0.3428 ms/batch +MEM: 1855 (hit=1112 miss=743 rate=59.9%) +IO: 78088 | L0: 598 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/yelp/mode2/yelp_mode2_20260501_040319_run3.log b/mode16_ablation/yelp/mode2/yelp_mode2_20260501_040319_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..ab78e241b95d221f6fd64fe5784a7993519d0ae9 --- /dev/null +++ b/mode16_ablation/yelp/mode2/yelp_mode2_20260501_040319_run3.log @@ -0,0 +1,30 @@ +Mode: E+L0 | Trace: yelp_trace.csv | Layout: yelp_se_remap.json +Tables: 1 | Pages: 9380 (36.6 MB) +dax mmap: 6144 MB +L0 buffer: 25 pages (0 MB) | policy=lfu | K_thr=5 R_thr=1 +B 0: pg=26 mem=0(h=0,m=0) io=26 l0=0 | 0.5ms avg=0.5ms +B 100: pg=18 mem=0(h=0,m=0) io=18 l0=0 | 0.4ms avg=0.4ms +B 200: pg=19 mem=0(h=0,m=0) io=19 l0=0 | 0.4ms avg=0.3ms +B 300: pg=323 mem=21(h=11,m=10) io=302 l0=0 | 1.3ms avg=0.4ms +B 400: pg=13 mem=0(h=0,m=0) io=13 l0=0 | 0.4ms avg=0.4ms +B 500: pg=415 mem=1(h=1,m=0) io=412 l0=2 | 0.5ms avg=0.4ms +B 600: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.4ms avg=0.4ms +B 700: pg=7 mem=0(h=0,m=0) io=7 l0=0 | 0.3ms avg=0.4ms +B 800: pg=25 mem=0(h=0,m=0) io=25 l0=0 | 0.4ms avg=0.4ms +B 900: pg=28 mem=0(h=0,m=0) io=28 l0=0 | 0.4ms avg=0.4ms +B1000: pg=7 mem=0(h=0,m=0) io=7 l0=0 | 0.4ms avg=0.4ms +B1100: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.2ms avg=0.4ms +B1200: pg=39 mem=0(h=0,m=0) io=38 l0=1 | 0.4ms avg=0.4ms +B1300: pg=32 mem=0(h=0,m=0) io=32 l0=0 | 0.4ms avg=0.4ms +B1400: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.1ms avg=0.4ms +B1500: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.1ms avg=0.4ms +B1600: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.2ms avg=0.4ms +B1700: pg=2 mem=0(h=0,m=0) io=1 l0=1 | 0.1ms avg=0.3ms +B1800: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.2ms avg=0.3ms +B1900: pg=18 mem=0(h=0,m=0) io=18 l0=0 | 0.5ms avg=0.3ms + +=== E+L0 (L0=lfu) === +Batches: 2000 | Avg: 0.3457 ms/batch +MEM: 1855 (hit=1111 miss=744 rate=59.9%) +IO: 78088 | L0: 598 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/yelp/mode2/yelp_mode2_20260501_040319_run4.log b/mode16_ablation/yelp/mode2/yelp_mode2_20260501_040319_run4.log new file mode 100644 index 0000000000000000000000000000000000000000..1a673cbaec72fd575cf22bd5169d386907999304 --- /dev/null +++ b/mode16_ablation/yelp/mode2/yelp_mode2_20260501_040319_run4.log @@ -0,0 +1,30 @@ +Mode: E+L0 | Trace: yelp_trace.csv | Layout: yelp_se_remap.json +Tables: 1 | Pages: 9380 (36.6 MB) +dax mmap: 6144 MB +L0 buffer: 25 pages (0 MB) | policy=lfu | K_thr=5 R_thr=1 +B 0: pg=26 mem=0(h=0,m=0) io=26 l0=0 | 0.5ms avg=0.5ms +B 100: pg=18 mem=0(h=0,m=0) io=18 l0=0 | 0.4ms avg=0.3ms +B 200: pg=19 mem=0(h=0,m=0) io=19 l0=0 | 0.3ms avg=0.3ms +B 300: pg=323 mem=21(h=11,m=10) io=302 l0=0 | 1.3ms avg=0.4ms +B 400: pg=13 mem=0(h=0,m=0) io=13 l0=0 | 0.4ms avg=0.4ms +B 500: pg=415 mem=1(h=1,m=0) io=412 l0=2 | 0.5ms avg=0.4ms +B 600: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.5ms avg=0.4ms +B 700: pg=7 mem=0(h=0,m=0) io=7 l0=0 | 0.2ms avg=0.4ms +B 800: pg=25 mem=0(h=0,m=0) io=25 l0=0 | 0.5ms avg=0.4ms +B 900: pg=28 mem=0(h=0,m=0) io=28 l0=0 | 0.4ms avg=0.4ms +B1000: pg=7 mem=0(h=0,m=0) io=7 l0=0 | 0.3ms avg=0.4ms +B1100: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.3ms avg=0.4ms +B1200: pg=39 mem=0(h=0,m=0) io=38 l0=1 | 0.7ms avg=0.4ms +B1300: pg=32 mem=0(h=0,m=0) io=32 l0=0 | 0.5ms avg=0.4ms +B1400: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.1ms avg=0.4ms +B1500: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.1ms avg=0.4ms +B1600: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.3ms avg=0.3ms +B1700: pg=2 mem=0(h=0,m=0) io=1 l0=1 | 0.1ms avg=0.3ms +B1800: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.2ms avg=0.3ms +B1900: pg=18 mem=0(h=0,m=0) io=18 l0=0 | 0.4ms avg=0.3ms + +=== E+L0 (L0=lfu) === +Batches: 2000 | Avg: 0.3478 ms/batch +MEM: 1855 (hit=1112 miss=743 rate=59.9%) +IO: 78088 | L0: 598 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/yelp/mode2/yelp_mode2_20260501_040319_run5.log b/mode16_ablation/yelp/mode2/yelp_mode2_20260501_040319_run5.log new file mode 100644 index 0000000000000000000000000000000000000000..121eadba12a0c149de9f18c5123636608c25a906 --- /dev/null +++ b/mode16_ablation/yelp/mode2/yelp_mode2_20260501_040319_run5.log @@ -0,0 +1,30 @@ +Mode: E+L0 | Trace: yelp_trace.csv | Layout: yelp_se_remap.json +Tables: 1 | Pages: 9380 (36.6 MB) +dax mmap: 6144 MB +L0 buffer: 25 pages (0 MB) | policy=lfu | K_thr=5 R_thr=1 +B 0: pg=26 mem=0(h=0,m=0) io=26 l0=0 | 0.8ms avg=0.8ms +B 100: pg=18 mem=0(h=0,m=0) io=18 l0=0 | 0.5ms avg=0.4ms +B 200: pg=19 mem=0(h=0,m=0) io=19 l0=0 | 0.4ms avg=0.4ms +B 300: pg=323 mem=21(h=11,m=10) io=302 l0=0 | 1.3ms avg=0.4ms +B 400: pg=13 mem=0(h=0,m=0) io=13 l0=0 | 0.4ms avg=0.4ms +B 500: pg=415 mem=1(h=1,m=0) io=412 l0=2 | 0.7ms avg=0.4ms +B 600: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.4ms avg=0.4ms +B 700: pg=7 mem=0(h=0,m=0) io=7 l0=0 | 0.3ms avg=0.4ms +B 800: pg=25 mem=0(h=0,m=0) io=25 l0=0 | 0.4ms avg=0.4ms +B 900: pg=28 mem=0(h=0,m=0) io=28 l0=0 | 0.5ms avg=0.4ms +B1000: pg=7 mem=0(h=0,m=0) io=7 l0=0 | 0.3ms avg=0.3ms +B1100: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.2ms avg=0.3ms +B1200: pg=39 mem=0(h=0,m=0) io=38 l0=1 | 0.4ms avg=0.3ms +B1300: pg=32 mem=0(h=0,m=0) io=32 l0=0 | 0.4ms avg=0.3ms +B1400: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.1ms avg=0.3ms +B1500: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.1ms avg=0.3ms +B1600: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.2ms avg=0.3ms +B1700: pg=2 mem=0(h=0,m=0) io=1 l0=1 | 0.1ms avg=0.3ms +B1800: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.3ms avg=0.3ms +B1900: pg=18 mem=0(h=0,m=0) io=18 l0=0 | 0.4ms avg=0.3ms + +=== E+L0 (L0=lfu) === +Batches: 2000 | Avg: 0.3428 ms/batch +MEM: 1855 (hit=1112 miss=743 rate=59.9%) +IO: 78088 | L0: 598 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/yelp/mode9/yelp_mode9_20260501_040327.csv b/mode16_ablation/yelp/mode9/yelp_mode9_20260501_040327.csv new file mode 100644 index 0000000000000000000000000000000000000000..f436b7db047b9f47cc72320f9a36e5fa0dd28fad --- /dev/null +++ b/mode16_ablation/yelp/mode9/yelp_mode9_20260501_040327.csv @@ -0,0 +1,6 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,K_thr,R_thr,bufsz_mb,l0_pages,hot_pct,cold_pct +1,0.3657,17.6,4015,76259,267,2000,5,1,1,25,0.10,0.30 +2,0.3650,11.2,3787,76466,288,2000,5,1,1,25,0.10,0.30 +3,0.3634,12.2,3787,76466,288,2000,5,1,1,25,0.10,0.30 +4,0.3657,11.0,3787,76466,288,2000,5,1,1,25,0.10,0.30 +5,0.3647,11.5,3787,76466,288,2000,5,1,1,25,0.10,0.30 diff --git a/mode16_ablation/yelp/mode9/yelp_mode9_20260501_040327_run1.log b/mode16_ablation/yelp/mode9/yelp_mode9_20260501_040327_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..03315b78e79a88f41df73c6821b8a2ad579fb848 --- /dev/null +++ b/mode16_ablation/yelp/mode9/yelp_mode9_20260501_040327_run1.log @@ -0,0 +1,34 @@ +Mode: DPR-EWMA-POLLUTION | Trace: yelp_trace.csv | Layout: yelp_se_remap.json +Tables: 1 | Pages: 9380 (36.6 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 9380 pages (0.0 MB) +L0 buffer: 25 pages (0 MB) | policy=lfu | K_thr=5 R_thr=1 +B 0: pg=26 mem=26(h=5,m=21) io=0 l0=0 | 1.9ms avg=1.9ms +B 100: pg=18 mem=0(h=0,m=0) io=18 l0=0 | 0.1ms avg=3.1ms +B 200: pg=19 mem=1(h=1,m=0) io=18 l0=0 | 0.1ms avg=1.7ms +B 300: pg=323 mem=0(h=0,m=0) io=323 l0=0 | 1.6ms avg=1.2ms +B 400: pg=13 mem=0(h=0,m=0) io=13 l0=0 | 0.1ms avg=1.0ms +B 500: pg=415 mem=0(h=0,m=0) io=415 l0=0 | 2.1ms avg=0.8ms +B 600: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.8ms +B 700: pg=7 mem=0(h=0,m=0) io=7 l0=0 | 0.0ms avg=0.7ms +B 800: pg=25 mem=0(h=0,m=0) io=25 l0=0 | 0.2ms avg=0.6ms +B 900: pg=28 mem=0(h=0,m=0) io=27 l0=1 | 0.2ms avg=0.6ms +B1000: pg=7 mem=0(h=0,m=0) io=7 l0=0 | 0.0ms avg=0.5ms +B1100: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.5ms +B1200: pg=39 mem=1(h=1,m=0) io=38 l0=0 | 0.2ms avg=0.5ms +B1300: pg=32 mem=0(h=0,m=0) io=32 l0=0 | 0.2ms avg=0.5ms +B1400: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.4ms +B1500: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.4ms +B1600: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.4ms +B1700: pg=2 mem=0(h=0,m=0) io=1 l0=1 | 0.0ms avg=0.4ms +B1800: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.4ms +B1900: pg=18 mem=0(h=0,m=0) io=18 l0=0 | 0.1ms avg=0.4ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 2000 | Avg: 0.3657 ms/batch +MEM: 4015 (hit=706 miss=3309 rate=17.6%) +IO: 76259 | L0: 267 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/yelp/mode9/yelp_mode9_20260501_040327_run2.log b/mode16_ablation/yelp/mode9/yelp_mode9_20260501_040327_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..74c90ef3201da15435ff971bda9a69834fd4a3c2 --- /dev/null +++ b/mode16_ablation/yelp/mode9/yelp_mode9_20260501_040327_run2.log @@ -0,0 +1,34 @@ +Mode: DPR-EWMA-POLLUTION | Trace: yelp_trace.csv | Layout: yelp_se_remap.json +Tables: 1 | Pages: 9380 (36.6 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 9380 pages (0.0 MB) +L0 buffer: 25 pages (0 MB) | policy=lfu | K_thr=5 R_thr=1 +B 0: pg=26 mem=26(h=3,m=23) io=0 l0=0 | 2.2ms avg=2.2ms +B 100: pg=18 mem=0(h=0,m=0) io=18 l0=0 | 0.1ms avg=3.1ms +B 200: pg=19 mem=0(h=0,m=0) io=19 l0=0 | 0.1ms avg=1.7ms +B 300: pg=323 mem=0(h=0,m=0) io=322 l0=1 | 1.6ms avg=1.2ms +B 400: pg=13 mem=0(h=0,m=0) io=13 l0=0 | 0.1ms avg=1.0ms +B 500: pg=415 mem=0(h=0,m=0) io=415 l0=0 | 2.1ms avg=0.8ms +B 600: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.8ms +B 700: pg=7 mem=0(h=0,m=0) io=7 l0=0 | 0.0ms avg=0.7ms +B 800: pg=25 mem=0(h=0,m=0) io=25 l0=0 | 0.2ms avg=0.6ms +B 900: pg=28 mem=0(h=0,m=0) io=27 l0=1 | 0.2ms avg=0.6ms +B1000: pg=7 mem=0(h=0,m=0) io=7 l0=0 | 0.0ms avg=0.5ms +B1100: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.5ms +B1200: pg=39 mem=0(h=0,m=0) io=38 l0=1 | 0.2ms avg=0.5ms +B1300: pg=32 mem=0(h=0,m=0) io=32 l0=0 | 0.2ms avg=0.5ms +B1400: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.4ms +B1500: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.4ms +B1600: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.4ms +B1700: pg=2 mem=0(h=0,m=0) io=1 l0=1 | 0.0ms avg=0.4ms +B1800: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.4ms +B1900: pg=18 mem=0(h=0,m=0) io=18 l0=0 | 0.1ms avg=0.4ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 2000 | Avg: 0.3650 ms/batch +MEM: 3787 (hit=425 miss=3362 rate=11.2%) +IO: 76466 | L0: 288 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/yelp/mode9/yelp_mode9_20260501_040327_run3.log b/mode16_ablation/yelp/mode9/yelp_mode9_20260501_040327_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..ff05bf181f3ce43622366a076d890d9a80ca1518 --- /dev/null +++ b/mode16_ablation/yelp/mode9/yelp_mode9_20260501_040327_run3.log @@ -0,0 +1,34 @@ +Mode: DPR-EWMA-POLLUTION | Trace: yelp_trace.csv | Layout: yelp_se_remap.json +Tables: 1 | Pages: 9380 (36.6 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 9380 pages (0.0 MB) +L0 buffer: 25 pages (0 MB) | policy=lfu | K_thr=5 R_thr=1 +B 0: pg=26 mem=26(h=3,m=23) io=0 l0=0 | 2.1ms avg=2.1ms +B 100: pg=18 mem=0(h=0,m=0) io=18 l0=0 | 0.1ms avg=3.1ms +B 200: pg=19 mem=0(h=0,m=0) io=19 l0=0 | 0.1ms avg=1.6ms +B 300: pg=323 mem=0(h=0,m=0) io=322 l0=1 | 1.6ms avg=1.2ms +B 400: pg=13 mem=0(h=0,m=0) io=13 l0=0 | 0.1ms avg=1.0ms +B 500: pg=415 mem=0(h=0,m=0) io=415 l0=0 | 2.1ms avg=0.8ms +B 600: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.7ms +B 700: pg=7 mem=0(h=0,m=0) io=7 l0=0 | 0.0ms avg=0.7ms +B 800: pg=25 mem=0(h=0,m=0) io=25 l0=0 | 0.2ms avg=0.6ms +B 900: pg=28 mem=0(h=0,m=0) io=27 l0=1 | 0.2ms avg=0.6ms +B1000: pg=7 mem=0(h=0,m=0) io=7 l0=0 | 0.0ms avg=0.5ms +B1100: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.5ms +B1200: pg=39 mem=0(h=0,m=0) io=38 l0=1 | 0.2ms avg=0.5ms +B1300: pg=32 mem=0(h=0,m=0) io=32 l0=0 | 0.2ms avg=0.5ms +B1400: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.4ms +B1500: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.4ms +B1600: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.4ms +B1700: pg=2 mem=0(h=0,m=0) io=1 l0=1 | 0.0ms avg=0.4ms +B1800: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.4ms +B1900: pg=18 mem=0(h=0,m=0) io=18 l0=0 | 0.1ms avg=0.4ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 2000 | Avg: 0.3634 ms/batch +MEM: 3787 (hit=461 miss=3326 rate=12.2%) +IO: 76466 | L0: 288 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/yelp/mode9/yelp_mode9_20260501_040327_run4.log b/mode16_ablation/yelp/mode9/yelp_mode9_20260501_040327_run4.log new file mode 100644 index 0000000000000000000000000000000000000000..de3c44fc7b182992b8a3ce2a628cad7f37ac9e6d --- /dev/null +++ b/mode16_ablation/yelp/mode9/yelp_mode9_20260501_040327_run4.log @@ -0,0 +1,34 @@ +Mode: DPR-EWMA-POLLUTION | Trace: yelp_trace.csv | Layout: yelp_se_remap.json +Tables: 1 | Pages: 9380 (36.6 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 9380 pages (0.0 MB) +L0 buffer: 25 pages (0 MB) | policy=lfu | K_thr=5 R_thr=1 +B 0: pg=26 mem=26(h=2,m=24) io=0 l0=0 | 2.2ms avg=2.2ms +B 100: pg=18 mem=0(h=0,m=0) io=18 l0=0 | 0.1ms avg=3.1ms +B 200: pg=19 mem=0(h=0,m=0) io=19 l0=0 | 0.1ms avg=1.7ms +B 300: pg=323 mem=0(h=0,m=0) io=322 l0=1 | 1.6ms avg=1.2ms +B 400: pg=13 mem=0(h=0,m=0) io=13 l0=0 | 0.1ms avg=1.0ms +B 500: pg=415 mem=0(h=0,m=0) io=415 l0=0 | 2.1ms avg=0.8ms +B 600: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.8ms +B 700: pg=7 mem=0(h=0,m=0) io=7 l0=0 | 0.0ms avg=0.7ms +B 800: pg=25 mem=0(h=0,m=0) io=25 l0=0 | 0.2ms avg=0.6ms +B 900: pg=28 mem=0(h=0,m=0) io=27 l0=1 | 0.2ms avg=0.6ms +B1000: pg=7 mem=0(h=0,m=0) io=7 l0=0 | 0.0ms avg=0.5ms +B1100: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.5ms +B1200: pg=39 mem=0(h=0,m=0) io=38 l0=1 | 0.2ms avg=0.5ms +B1300: pg=32 mem=0(h=0,m=0) io=32 l0=0 | 0.2ms avg=0.5ms +B1400: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.4ms +B1500: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.4ms +B1600: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.4ms +B1700: pg=2 mem=0(h=0,m=0) io=1 l0=1 | 0.0ms avg=0.4ms +B1800: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.4ms +B1900: pg=18 mem=0(h=0,m=0) io=18 l0=0 | 0.1ms avg=0.4ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 2000 | Avg: 0.3657 ms/batch +MEM: 3787 (hit=418 miss=3369 rate=11.0%) +IO: 76466 | L0: 288 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode16_ablation/yelp/mode9/yelp_mode9_20260501_040327_run5.log b/mode16_ablation/yelp/mode9/yelp_mode9_20260501_040327_run5.log new file mode 100644 index 0000000000000000000000000000000000000000..122307ee5263c6053a2df11452660c73c5ea2882 --- /dev/null +++ b/mode16_ablation/yelp/mode9/yelp_mode9_20260501_040327_run5.log @@ -0,0 +1,34 @@ +Mode: DPR-EWMA-POLLUTION | Trace: yelp_trace.csv | Layout: yelp_se_remap.json +Tables: 1 | Pages: 9380 (36.6 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 9380 pages (0.0 MB) +L0 buffer: 25 pages (0 MB) | policy=lfu | K_thr=5 R_thr=1 +B 0: pg=26 mem=26(h=3,m=23) io=0 l0=0 | 2.1ms avg=2.1ms +B 100: pg=18 mem=0(h=0,m=0) io=18 l0=0 | 0.1ms avg=3.1ms +B 200: pg=19 mem=0(h=0,m=0) io=19 l0=0 | 0.1ms avg=1.7ms +B 300: pg=323 mem=0(h=0,m=0) io=322 l0=1 | 1.6ms avg=1.2ms +B 400: pg=13 mem=0(h=0,m=0) io=13 l0=0 | 0.1ms avg=1.0ms +B 500: pg=415 mem=0(h=0,m=0) io=415 l0=0 | 2.1ms avg=0.8ms +B 600: pg=8 mem=0(h=0,m=0) io=8 l0=0 | 0.0ms avg=0.8ms +B 700: pg=7 mem=0(h=0,m=0) io=7 l0=0 | 0.0ms avg=0.7ms +B 800: pg=25 mem=0(h=0,m=0) io=25 l0=0 | 0.2ms avg=0.6ms +B 900: pg=28 mem=0(h=0,m=0) io=27 l0=1 | 0.2ms avg=0.6ms +B1000: pg=7 mem=0(h=0,m=0) io=7 l0=0 | 0.0ms avg=0.5ms +B1100: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.5ms +B1200: pg=39 mem=0(h=0,m=0) io=38 l0=1 | 0.2ms avg=0.5ms +B1300: pg=32 mem=0(h=0,m=0) io=32 l0=0 | 0.2ms avg=0.5ms +B1400: pg=2 mem=0(h=0,m=0) io=2 l0=0 | 0.0ms avg=0.4ms +B1500: pg=4 mem=0(h=0,m=0) io=4 l0=0 | 0.0ms avg=0.4ms +B1600: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.4ms +B1700: pg=2 mem=0(h=0,m=0) io=1 l0=1 | 0.0ms avg=0.4ms +B1800: pg=5 mem=0(h=0,m=0) io=5 l0=0 | 0.0ms avg=0.4ms +B1900: pg=18 mem=0(h=0,m=0) io=18 l0=0 | 0.1ms avg=0.4ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 2000 | Avg: 0.3647 ms/batch +MEM: 3787 (hit=435 miss=3352 rate=11.5%) +IO: 76466 | L0: 288 +CSV: (disabled; pass --batch-csv to enable)