Add files using upload-large-folder tool

criteo_terabyte/cylon_remap_logs/d0.log

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+[d0] start 2026-05-02T02:49:03+08:00
+[d0] meta=/home/sadoo/Projects/kvcache/research_data/traces/criteo_terabyte/criteo_terabyte_d0/inference_metadata.json
+[d0] trace=/home/sadoo/Projects/kvcache/research_data/traces/criteo_terabyte/criteo_terabyte_d0/inference_trace.csv
+[d0] mapping=/home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/maxembed_original/criteo_terabyte_partition.bin
+[d0] outdir=/home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d0
+Dataset: criteo_terabyte  tables=26  kpp=16  rows=[222140, 13177, 12085, 4543, 11648, 3, 5913, 1156, 39, 166318, 38850, 38414, 10, 1905, 5714, 56, 4, 663, 14, 232579, 95227, 203688, 33861, 7856, 55, 33]
+Wrote /home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d0/sequential_remap.json  size=7.9 MB  total_pages=68510
+Reading trace for SeedExpand: /home/sadoo/Projects/kvcache/research_data/traces/criteo_terabyte/criteo_terabyte_d0/inference_trace.csv
+  trace loaded in 63.1s; per-table batch counts: {0: 10000, 1: 10000, 2: 10000, 3: 10000, 4: 10000, 5: 10000, 6: 10000, 7: 10000, 8: 10000, 9: 10000, 10: 10000, 11: 10000, 12: 10000, 13: 10000, 14: 10000, 15: 10000, 16: 10000, 17: 10000, 18: 10000, 19: 10000, 20: 10000, 21: 10000, 22: 10000, 23: 10000, 24: 10000, 25: 10000}
+  table 0: 222140 rows, 10000 batches -> SeedExpand in 23.7s
+  table 1: 13177 rows, 10000 batches -> SeedExpand in 36.1s
+  table 2: 12085 rows, 10000 batches -> SeedExpand in 70.1s
+  table 3: 4543 rows, 10000 batches -> SeedExpand in 7.8s
+  table 4: 11648 rows, 10000 batches -> SeedExpand in 20.4s
+  table 5: 3 rows (too small) -> identity
+  table 6: 5913 rows, 10000 batches -> SeedExpand in 48.3s
+  table 7: 1156 rows, 10000 batches -> SeedExpand in 7.0s
+  table 8: 39 rows (too small) -> identity
+  table 9: 166318 rows, 10000 batches -> SeedExpand in 24.5s
+  table 10: 38850 rows, 10000 batches -> SeedExpand in 16.3s
+  table 11: 38414 rows, 10000 batches -> SeedExpand in 63.0s
+  table 12: 10 rows (too small) -> identity
+  table 13: 1905 rows, 10000 batches -> SeedExpand in 2.1s
+  table 14: 5714 rows, 10000 batches -> SeedExpand in 20.5s
+  table 15: 56 rows (too small) -> identity
+  table 16: 4 rows (too small) -> identity
+  table 17: 663 rows, 10000 batches -> SeedExpand in 1.0s
+  table 18: 14 rows (too small) -> identity
+  table 19: 232579 rows, 10000 batches -> SeedExpand in 20.2s
+  table 20: 95227 rows, 10000 batches -> SeedExpand in 24.6s
+  table 21: 203688 rows, 10000 batches -> SeedExpand in 20.2s
+  table 22: 33861 rows, 10000 batches -> SeedExpand in 14.1s
+  table 23: 7856 rows, 10000 batches -> SeedExpand in 50.8s
+  table 24: 55 rows (too small) -> identity
+  table 25: 33 rows (too small) -> identity
+Wrote /home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d0/seedexpand_remap.json  size=7.9 MB  total_pages=68510
+WARN: mapping vertex_cnt=881131 != total_features=1095951; proceeding with per-table slicing
+  MaxEmbed per-table remap in 25.8s
+Wrote /home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d0/maxembed_remap.json  size=7.9 MB  total_pages=68510
+[d0] done 2026-05-02T02:58:29+08:00  elapsed=566s

criteo_terabyte/cylon_remap_logs/d12.log

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+[d12] start 2026-05-02T02:48:37+08:00
+[d12] meta=/home/sadoo/Projects/kvcache/research_data/traces/criteo_terabyte/criteo_terabyte_d12/inference_metadata.json
+[d12] trace=/home/sadoo/Projects/kvcache/research_data/traces/criteo_terabyte/criteo_terabyte_d12/inference_trace.csv
+[d12] mapping=/home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/maxembed_original/criteo_terabyte_partition.bin
+[d12] outdir=/home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d12
+Dataset: criteo_terabyte_day12_unfiltered  tables=26  kpp=16  rows=[568, 248480, 14650, 12776, 4836, 12523, 3, 6300, 1164, 42, 187881, 44468, 43096, 10, 1932, 6103, 53, 3, 700, 14, 262908, 108749, 227828, 36937, 8394, 57]
+Wrote /home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d12/sequential_remap.json  size=9.0 MB  total_pages=76916
+Reading trace for SeedExpand: /home/sadoo/Projects/kvcache/research_data/traces/criteo_terabyte/criteo_terabyte_d12/inference_trace.csv
+  trace loaded in 59.9s; per-table batch counts: {0: 10000, 1: 10000, 2: 10000, 3: 10000, 4: 10000, 5: 10000, 6: 10000, 7: 10000, 8: 10000, 9: 10000, 10: 10000, 11: 10000, 12: 10000, 13: 10000, 14: 10000, 15: 10000, 16: 10000, 17: 10000, 18: 10000, 19: 10000, 20: 10000, 21: 10000, 22: 10000, 23: 10000, 24: 10000, 25: 10000}
+  table 0: 568 rows, 10000 batches -> SeedExpand in 2.3s
+  table 1: 248480 rows, 10000 batches -> SeedExpand in 24.2s
+  table 2: 14650 rows, 10000 batches -> SeedExpand in 46.0s
+  table 3: 12776 rows, 10000 batches -> SeedExpand in 89.0s
+  table 4: 4836 rows, 10000 batches -> SeedExpand in 8.9s
+  table 5: 12523 rows, 10000 batches -> SeedExpand in 22.1s
+  table 6: 3 rows (too small) -> identity
+  table 7: 6300 rows, 10000 batches -> SeedExpand in 57.8s
+  table 8: 1164 rows, 10000 batches -> SeedExpand in 8.6s
+  table 9: 42 rows (too small) -> identity
+  table 10: 187881 rows, 10000 batches -> SeedExpand in 28.0s
+  table 11: 44468 rows, 10000 batches -> SeedExpand in 21.5s
+  table 12: 43096 rows, 10000 batches -> SeedExpand in 66.6s
+  table 13: 10 rows (too small) -> identity
+  table 14: 1932 rows, 10000 batches -> SeedExpand in 1.8s
+  table 15: 6103 rows, 10000 batches -> SeedExpand in 22.3s
+  table 16: 53 rows (too small) -> identity
+  table 17: 3 rows (too small) -> identity
+  table 18: 700 rows, 10000 batches -> SeedExpand in 1.0s
+  table 19: 14 rows (too small) -> identity
+  table 20: 262908 rows, 10000 batches -> SeedExpand in 23.7s
+  table 21: 108749 rows, 10000 batches -> SeedExpand in 29.2s
+  table 22: 227828 rows, 10000 batches -> SeedExpand in 31.5s
+  table 23: 36937 rows, 10000 batches -> SeedExpand in 15.1s
+  table 24: 8394 rows, 10000 batches -> SeedExpand in 67.7s
+  table 25: 57 rows (too small) -> identity
+Wrote /home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d12/seedexpand_remap.json  size=9.0 MB  total_pages=76916
+WARN: mapping vertex_cnt=881131 != total_features=1230475; proceeding with per-table slicing
+  MaxEmbed per-table remap in 1.3s
+Wrote /home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d12/maxembed_remap.json  size=9.0 MB  total_pages=76916
+[d12] done 2026-05-02T02:59:11+08:00  elapsed=634s

criteo_terabyte/cylon_remap_logs/d12.runlog

@@ -0,0 +1,2 @@
+[d12] start 2026-05-02T02:48:37+08:00
+[d12] done 2026-05-02T02:59:11+08:00  elapsed=634s

criteo_terabyte/cylon_remap_logs/d14.runlog

@@ -0,0 +1,2 @@
+[d14] start 2026-05-02T03:18:40+08:00
+[d14] done 2026-05-02T03:26:53+08:00  elapsed=493s

criteo_terabyte/cylon_remap_logs/d16.runlog

@@ -0,0 +1,2 @@
+[d16] start 2026-05-02T03:19:45+08:00
+[d16] done 2026-05-02T03:29:05+08:00  elapsed=560s

criteo_terabyte/cylon_remap_logs/d18.log

@@ -0,0 +1,40 @@
+[d18] start 2026-05-02T03:27:21+08:00
+[d18] meta=/home/sadoo/Projects/kvcache/research_data/traces/criteo_terabyte/criteo_terabyte_d18/inference_metadata.json
+[d18] trace=/home/sadoo/Projects/kvcache/research_data/traces/criteo_terabyte/criteo_terabyte_d18/inference_trace.csv
+[d18] mapping=/home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/maxembed_original/criteo_terabyte_partition.bin
+[d18] outdir=/home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d18
+Dataset: criteo_terabyte_day18_unfiltered  tables=26  kpp=16  rows=[553, 251658, 14752, 12675, 5158, 13376, 3, 6344, 1193, 41, 188130, 43889, 42428, 10, 1958, 6201, 54, 3, 734, 14, 265401, 107209, 228313, 37121, 8407, 54]
+Wrote /home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d18/sequential_remap.json  size=9.0 MB  total_pages=77243
+Reading trace for SeedExpand: /home/sadoo/Projects/kvcache/research_data/traces/criteo_terabyte/criteo_terabyte_d18/inference_trace.csv
+  trace loaded in 18.3s; per-table batch counts: {0: 10000, 1: 10000, 2: 10000, 3: 10000, 4: 10000, 5: 10000, 6: 10000, 7: 10000, 8: 10000, 9: 10000, 10: 10000, 11: 10000, 12: 10000, 13: 10000, 14: 10000, 15: 10000, 16: 10000, 17: 10000, 18: 10000, 19: 10000, 20: 10000, 21: 10000, 22: 10000, 23: 10000, 24: 10000, 25: 10000}
+  table 0: 553 rows, 10000 batches -> SeedExpand in 2.0s
+  table 1: 251658 rows, 10000 batches -> SeedExpand in 25.2s
+  table 2: 14752 rows, 10000 batches -> SeedExpand in 43.2s
+  table 3: 12675 rows, 10000 batches -> SeedExpand in 72.5s
+  table 4: 5158 rows, 10000 batches -> SeedExpand in 6.6s
+  table 5: 13376 rows, 10000 batches -> SeedExpand in 18.3s
+  table 6: 3 rows (too small) -> identity
+  table 7: 6344 rows, 10000 batches -> SeedExpand in 54.8s
+  table 8: 1193 rows, 10000 batches -> SeedExpand in 8.2s
+  table 9: 41 rows (too small) -> identity
+  table 10: 188130 rows, 10000 batches -> SeedExpand in 30.0s
+  table 11: 43889 rows, 10000 batches -> SeedExpand in 21.9s
+  table 12: 42428 rows, 10000 batches -> SeedExpand in 62.7s
+  table 13: 10 rows (too small) -> identity
+  table 14: 1958 rows, 10000 batches -> SeedExpand in 2.8s
+  table 15: 6201 rows, 10000 batches -> SeedExpand in 24.0s
+  table 16: 54 rows (too small) -> identity
+  table 17: 3 rows (too small) -> identity
+  table 18: 734 rows, 10000 batches -> SeedExpand in 1.2s
+  table 19: 14 rows (too small) -> identity
+  table 20: 265401 rows, 10000 batches -> SeedExpand in 24.0s
+  table 21: 107209 rows, 10000 batches -> SeedExpand in 28.8s
+  table 22: 228313 rows, 10000 batches -> SeedExpand in 25.1s
+  table 23: 37121 rows, 10000 batches -> SeedExpand in 17.0s
+  table 24: 8407 rows, 10000 batches -> SeedExpand in 63.4s
+  table 25: 54 rows (too small) -> identity
+Wrote /home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d18/seedexpand_remap.json  size=9.0 MB  total_pages=77243
+WARN: mapping vertex_cnt=881131 != total_features=1235679; proceeding with per-table slicing
+  MaxEmbed per-table remap in 14.9s
+Wrote /home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d18/maxembed_remap.json  size=9.0 MB  total_pages=77243
+[d18] done 2026-05-02T03:36:51+08:00  elapsed=570s

criteo_terabyte/cylon_remap_logs/d18.runlog

@@ -0,0 +1,2 @@
+[d18] start 2026-05-02T03:27:21+08:00
+[d18] done 2026-05-02T03:36:51+08:00  elapsed=570s

criteo_terabyte/cylon_remap_logs/d2.log

@@ -0,0 +1,40 @@
+[d2] start 2026-05-02T02:49:03+08:00
+[d2] meta=/home/sadoo/Projects/kvcache/research_data/traces/criteo_terabyte/criteo_terabyte_d2/inference_metadata.json
+[d2] trace=/home/sadoo/Projects/kvcache/research_data/traces/criteo_terabyte/criteo_terabyte_d2/inference_trace.csv
+[d2] mapping=/home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/maxembed_original/criteo_terabyte_partition.bin
+[d2] outdir=/home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d2
+Dataset: criteo_terabyte  tables=26  kpp=16  rows=[201176, 13443, 12360, 5785, 15368, 3, 6083, 1167, 42, 153770, 39871, 40021, 10, 1912, 5791, 52, 4, 820, 14, 210963, 93020, 184497, 31342, 8090, 54, 33]
+Wrote /home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d2/sequential_remap.json  size=7.4 MB  total_pages=64119
+Reading trace for SeedExpand: /home/sadoo/Projects/kvcache/research_data/traces/criteo_terabyte/criteo_terabyte_d2/inference_trace.csv
+  trace loaded in 69.2s; per-table batch counts: {0: 10000, 1: 10000, 2: 10000, 3: 10000, 4: 10000, 5: 10000, 6: 10000, 7: 10000, 8: 10000, 9: 10000, 10: 10000, 11: 10000, 12: 10000, 13: 10000, 14: 10000, 15: 10000, 16: 10000, 17: 10000, 18: 10000, 19: 10000, 20: 10000, 21: 10000, 22: 10000, 23: 10000, 24: 10000, 25: 10000}
+  table 0: 201176 rows, 10000 batches -> SeedExpand in 22.0s
+  table 1: 13443 rows, 10000 batches -> SeedExpand in 41.4s
+  table 2: 12360 rows, 10000 batches -> SeedExpand in 79.7s
+  table 3: 5785 rows, 10000 batches -> SeedExpand in 8.6s
+  table 4: 15368 rows, 10000 batches -> SeedExpand in 21.8s
+  table 5: 3 rows (too small) -> identity
+  table 6: 6083 rows, 10000 batches -> SeedExpand in 49.1s
+  table 7: 1167 rows, 10000 batches -> SeedExpand in 9.4s
+  table 8: 42 rows (too small) -> identity
+  table 9: 153770 rows, 10000 batches -> SeedExpand in 24.4s
+  table 10: 39871 rows, 10000 batches -> SeedExpand in 18.4s
+  table 11: 40021 rows, 10000 batches -> SeedExpand in 61.9s
+  table 12: 10 rows (too small) -> identity
+  table 13: 1912 rows, 10000 batches -> SeedExpand in 1.5s
+  table 14: 5791 rows, 10000 batches -> SeedExpand in 21.8s
+  table 15: 52 rows (too small) -> identity
+  table 16: 4 rows (too small) -> identity
+  table 17: 820 rows, 10000 batches -> SeedExpand in 1.0s
+  table 18: 14 rows (too small) -> identity
+  table 19: 210963 rows, 10000 batches -> SeedExpand in 19.1s
+  table 20: 93020 rows, 10000 batches -> SeedExpand in 21.8s
+  table 21: 184497 rows, 10000 batches -> SeedExpand in 23.2s
+  table 22: 31342 rows, 10000 batches -> SeedExpand in 10.5s
+  table 23: 8090 rows, 10000 batches -> SeedExpand in 61.2s
+  table 24: 54 rows (too small) -> identity
+  table 25: 33 rows (too small) -> identity
+Wrote /home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d2/seedexpand_remap.json  size=7.4 MB  total_pages=64119
+WARN: mapping vertex_cnt=881131 != total_features=1025691; proceeding with per-table slicing
+  MaxEmbed per-table remap in 1.8s
+Wrote /home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d2/maxembed_remap.json  size=7.4 MB  total_pages=64119
+[d2] done 2026-05-02T02:58:35+08:00  elapsed=572s

criteo_terabyte/cylon_remap_logs/d2.runlog

@@ -0,0 +1,2 @@
+[d2] start 2026-05-02T02:49:03+08:00
+[d2] done 2026-05-02T02:58:35+08:00  elapsed=572s

criteo_terabyte/cylon_remap_logs/d20.log

@@ -0,0 +1,40 @@
+[d20] start 2026-05-02T03:29:28+08:00
+[d20] meta=/home/sadoo/Projects/kvcache/research_data/traces/criteo_terabyte/criteo_terabyte_d20/inference_metadata.json
+[d20] trace=/home/sadoo/Projects/kvcache/research_data/traces/criteo_terabyte/criteo_terabyte_d20/inference_trace.csv
+[d20] mapping=/home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/maxembed_original/criteo_terabyte_partition.bin
+[d20] outdir=/home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d20
+Dataset: criteo_terabyte_day20_unfiltered  tables=26  kpp=16  rows=[450, 243628, 14297, 12171, 5094, 13198, 3, 6202, 1181, 41, 182660, 45146, 40443, 10, 1945, 5976, 51, 3, 726, 14, 256719, 105434, 221255, 35800, 8154, 58]
+Wrote /home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d20/sequential_remap.json  size=8.8 MB  total_pages=75053
+Reading trace for SeedExpand: /home/sadoo/Projects/kvcache/research_data/traces/criteo_terabyte/criteo_terabyte_d20/inference_trace.csv
+  trace loaded in 24.2s; per-table batch counts: {0: 10000, 1: 10000, 2: 10000, 3: 10000, 4: 10000, 5: 10000, 6: 10000, 7: 10000, 8: 10000, 9: 10000, 10: 10000, 11: 10000, 12: 10000, 13: 10000, 14: 10000, 15: 10000, 16: 10000, 17: 10000, 18: 10000, 19: 10000, 20: 10000, 21: 10000, 22: 10000, 23: 10000, 24: 10000, 25: 10000}
+  table 0: 450 rows, 10000 batches -> SeedExpand in 2.3s
+  table 1: 243628 rows, 10000 batches -> SeedExpand in 23.5s
+  table 2: 14297 rows, 10000 batches -> SeedExpand in 47.3s
+  table 3: 12171 rows, 10000 batches -> SeedExpand in 87.2s
+  table 4: 5094 rows, 10000 batches -> SeedExpand in 7.4s
+  table 5: 13198 rows, 10000 batches -> SeedExpand in 21.8s
+  table 6: 3 rows (too small) -> identity
+  table 7: 6202 rows, 10000 batches -> SeedExpand in 53.0s
+  table 8: 1181 rows, 10000 batches -> SeedExpand in 7.9s
+  table 9: 41 rows (too small) -> identity
+  table 10: 182660 rows, 10000 batches -> SeedExpand in 31.8s
+  table 11: 45146 rows, 10000 batches -> SeedExpand in 23.5s
+  table 12: 40443 rows, 10000 batches -> SeedExpand in 68.8s
+  table 13: 10 rows (too small) -> identity
+  table 14: 1945 rows, 10000 batches -> SeedExpand in 2.2s
+  table 15: 5976 rows, 10000 batches -> SeedExpand in 24.4s
+  table 16: 51 rows (too small) -> identity
+  table 17: 3 rows (too small) -> identity
+  table 18: 726 rows, 10000 batches -> SeedExpand in 1.6s
+  table 19: 14 rows (too small) -> identity
+  table 20: 256719 rows, 10000 batches -> SeedExpand in 24.9s
+  table 21: 105434 rows, 10000 batches -> SeedExpand in 29.1s
+  table 22: 221255 rows, 10000 batches -> SeedExpand in 26.9s
+  table 23: 35800 rows, 10000 batches -> SeedExpand in 15.1s
+  table 24: 8154 rows, 10000 batches -> SeedExpand in 72.1s
+  table 25: 58 rows (too small) -> identity
+Wrote /home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d20/seedexpand_remap.json  size=8.8 MB  total_pages=75053
+WARN: mapping vertex_cnt=881131 != total_features=1200659; proceeding with per-table slicing
+  MaxEmbed per-table remap in 2.2s
+Wrote /home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d20/maxembed_remap.json  size=8.8 MB  total_pages=75053
+[d20] done 2026-05-02T03:39:30+08:00  elapsed=602s

criteo_terabyte/cylon_remap_logs/d20.runlog

@@ -0,0 +1,2 @@
+[d20] start 2026-05-02T03:29:28+08:00
+[d20] done 2026-05-02T03:39:30+08:00  elapsed=602s

criteo_terabyte/cylon_remap_logs/d21.log

@@ -0,0 +1,40 @@
+[d21] start 2026-05-02T03:29:30+08:00
+[d21] meta=/home/sadoo/Projects/kvcache/research_data/traces/criteo_terabyte/criteo_terabyte_d21/inference_metadata.json
+[d21] trace=/home/sadoo/Projects/kvcache/research_data/traces/criteo_terabyte/criteo_terabyte_d21/inference_trace.csv
+[d21] mapping=/home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/maxembed_original/criteo_terabyte_partition.bin
+[d21] outdir=/home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d21
+Dataset: criteo_terabyte  tables=26  kpp=16  rows=[238816, 14205, 12179, 6583, 17568, 3, 6212, 1176, 41, 178915, 43929, 40731, 10, 1957, 6034, 54, 4, 886, 14, 250420, 103333, 216796, 35184, 8133, 59, 33]
+Wrote /home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d21/sequential_remap.json  size=8.6 MB  total_pages=73968
+Reading trace for SeedExpand: /home/sadoo/Projects/kvcache/research_data/traces/criteo_terabyte/criteo_terabyte_d21/inference_trace.csv
+  trace loaded in 24.2s; per-table batch counts: {0: 10000, 1: 10000, 2: 10000, 3: 10000, 4: 10000, 5: 10000, 6: 10000, 7: 10000, 8: 10000, 9: 10000, 10: 10000, 11: 10000, 12: 10000, 13: 10000, 14: 10000, 15: 10000, 16: 10000, 17: 10000, 18: 10000, 19: 10000, 20: 10000, 21: 10000, 22: 10000, 23: 10000, 24: 10000, 25: 10000}
+  table 0: 238816 rows, 10000 batches -> SeedExpand in 21.3s
+  table 1: 14205 rows, 10000 batches -> SeedExpand in 39.9s
+  table 2: 12179 rows, 10000 batches -> SeedExpand in 68.4s
+  table 3: 6583 rows, 10000 batches -> SeedExpand in 6.3s
+  table 4: 17568 rows, 10000 batches -> SeedExpand in 17.2s
+  table 5: 3 rows (too small) -> identity
+  table 6: 6212 rows, 10000 batches -> SeedExpand in 44.1s
+  table 7: 1176 rows, 10000 batches -> SeedExpand in 6.8s
+  table 8: 41 rows (too small) -> identity
+  table 9: 178915 rows, 10000 batches -> SeedExpand in 27.5s
+  table 10: 43929 rows, 10000 batches -> SeedExpand in 21.9s
+  table 11: 40731 rows, 10000 batches -> SeedExpand in 70.6s
+  table 12: 10 rows (too small) -> identity
+  table 13: 1957 rows, 10000 batches -> SeedExpand in 2.1s
+  table 14: 6034 rows, 10000 batches -> SeedExpand in 19.0s
+  table 15: 54 rows (too small) -> identity
+  table 16: 4 rows (too small) -> identity
+  table 17: 886 rows, 10000 batches -> SeedExpand in 1.0s
+  table 18: 14 rows (too small) -> identity
+  table 19: 250420 rows, 10000 batches -> SeedExpand in 21.3s
+  table 20: 103333 rows, 10000 batches -> SeedExpand in 25.2s
+  table 21: 216796 rows, 10000 batches -> SeedExpand in 26.9s
+  table 22: 35184 rows, 10000 batches -> SeedExpand in 16.7s
+  table 23: 8133 rows, 10000 batches -> SeedExpand in 53.8s
+  table 24: 59 rows (too small) -> identity
+  table 25: 33 rows (too small) -> identity
+Wrote /home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d21/seedexpand_remap.json  size=8.6 MB  total_pages=73968
+WARN: mapping vertex_cnt=881131 != total_features=1183275; proceeding with per-table slicing
+  MaxEmbed per-table remap in 15.5s
+Wrote /home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d21/maxembed_remap.json  size=8.6 MB  total_pages=73968
+[d21] done 2026-05-02T03:38:23+08:00  elapsed=533s

criteo_terabyte/cylon_remap_logs/d21.runlog

@@ -0,0 +1,2 @@
+[d21] start 2026-05-02T03:29:30+08:00
+[d21] done 2026-05-02T03:38:23+08:00  elapsed=533s

criteo_terabyte/cylon_remap_logs/d22.log

@@ -0,0 +1,40 @@
+[d22] start 2026-05-02T03:37:04+08:00
+[d22] meta=/home/sadoo/Projects/kvcache/research_data/traces/criteo_terabyte/criteo_terabyte_d22/inference_metadata.json
+[d22] trace=/home/sadoo/Projects/kvcache/research_data/traces/criteo_terabyte/criteo_terabyte_d22/inference_trace.csv
+[d22] mapping=/home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/maxembed_original/criteo_terabyte_partition.bin
+[d22] outdir=/home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d22
+Dataset: criteo_terabyte  tables=26  kpp=16  rows=[236227, 14474, 12297, 5429, 14124, 3, 6266, 1191, 41, 176555, 44368, 40461, 10, 1934, 6084, 59, 4, 750, 14, 248507, 103041, 214284, 35090, 8254, 55, 33]
+Wrote /home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d22/sequential_remap.json  size=8.5 MB  total_pages=73109
+Reading trace for SeedExpand: /home/sadoo/Projects/kvcache/research_data/traces/criteo_terabyte/criteo_terabyte_d22/inference_trace.csv
+  trace loaded in 24.5s; per-table batch counts: {0: 10000, 1: 10000, 2: 10000, 3: 10000, 4: 10000, 5: 10000, 6: 10000, 7: 10000, 8: 10000, 9: 10000, 10: 10000, 11: 10000, 12: 10000, 13: 10000, 14: 10000, 15: 10000, 16: 10000, 17: 10000, 18: 10000, 19: 10000, 20: 10000, 21: 10000, 22: 10000, 23: 10000, 24: 10000, 25: 10000}
+  table 0: 236227 rows, 10000 batches -> SeedExpand in 22.7s
+  table 1: 14474 rows, 10000 batches -> SeedExpand in 38.9s
+  table 2: 12297 rows, 10000 batches -> SeedExpand in 68.8s
+  table 3: 5429 rows, 10000 batches -> SeedExpand in 6.3s
+  table 4: 14124 rows, 10000 batches -> SeedExpand in 18.5s
+  table 5: 3 rows (too small) -> identity
+  table 6: 6266 rows, 10000 batches -> SeedExpand in 43.7s
+  table 7: 1191 rows, 10000 batches -> SeedExpand in 7.6s
+  table 8: 41 rows (too small) -> identity
+  table 9: 176555 rows, 10000 batches -> SeedExpand in 24.7s
+  table 10: 44368 rows, 10000 batches -> SeedExpand in 19.1s
+  table 11: 40461 rows, 10000 batches -> SeedExpand in 58.6s
+  table 12: 10 rows (too small) -> identity
+  table 13: 1934 rows, 10000 batches -> SeedExpand in 2.1s
+  table 14: 6084 rows, 10000 batches -> SeedExpand in 20.3s
+  table 15: 59 rows (too small) -> identity
+  table 16: 4 rows (too small) -> identity
+  table 17: 750 rows, 10000 batches -> SeedExpand in 0.9s
+  table 18: 14 rows (too small) -> identity
+  table 19: 248507 rows, 10000 batches -> SeedExpand in 21.0s
+  table 20: 103041 rows, 10000 batches -> SeedExpand in 22.9s
+  table 21: 214284 rows, 10000 batches -> SeedExpand in 21.8s
+  table 22: 35090 rows, 10000 batches -> SeedExpand in 13.2s
+  table 23: 8254 rows, 10000 batches -> SeedExpand in 48.0s
+  table 24: 55 rows (too small) -> identity
+  table 25: 33 rows (too small) -> identity
+Wrote /home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d22/seedexpand_remap.json  size=8.5 MB  total_pages=73109
+WARN: mapping vertex_cnt=881131 != total_features=1169555; proceeding with per-table slicing
+  MaxEmbed per-table remap in 14.3s
+Wrote /home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d22/maxembed_remap.json  size=8.5 MB  total_pages=73109
+[d22] done 2026-05-02T03:45:26+08:00  elapsed=502s

criteo_terabyte/cylon_remap_logs/d22.runlog

@@ -0,0 +1,2 @@
+[d22] start 2026-05-02T03:37:04+08:00
+[d22] done 2026-05-02T03:45:26+08:00  elapsed=502s

criteo_terabyte/cylon_remap_logs/d23.log

@@ -0,0 +1,40 @@
+[d23] start 2026-05-02T03:38:37+08:00
+[d23] meta=/home/sadoo/Projects/kvcache/research_data/traces/criteo_terabyte/criteo_terabyte_d23/inference_metadata.json
+[d23] trace=/home/sadoo/Projects/kvcache/research_data/traces/criteo_terabyte/criteo_terabyte_d23/inference_trace.csv
+[d23] mapping=/home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/maxembed_original/criteo_terabyte_partition.bin
+[d23] outdir=/home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d23
+Dataset: criteo_terabyte  tables=26  kpp=16  rows=[232072, 14647, 12454, 6345, 16952, 3, 6320, 1194, 41, 173481, 44573, 39948, 10, 1945, 6153, 69, 4, 874, 14, 244680, 102962, 210696, 34922, 8321, 55, 33]
+Wrote /home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d23/sequential_remap.json  size=8.4 MB  total_pages=72436
+Reading trace for SeedExpand: /home/sadoo/Projects/kvcache/research_data/traces/criteo_terabyte/criteo_terabyte_d23/inference_trace.csv
+  trace loaded in 15.8s; per-table batch counts: {0: 10000, 1: 10000, 2: 10000, 3: 10000, 4: 10000, 5: 10000, 6: 10000, 7: 10000, 8: 10000, 9: 10000, 10: 10000, 11: 10000, 12: 10000, 13: 10000, 14: 10000, 15: 10000, 16: 10000, 17: 10000, 18: 10000, 19: 10000, 20: 10000, 21: 10000, 22: 10000, 23: 10000, 24: 10000, 25: 10000}
+  table 0: 232072 rows, 10000 batches -> SeedExpand in 25.0s
+  table 1: 14647 rows, 10000 batches -> SeedExpand in 40.1s
+  table 2: 12454 rows, 10000 batches -> SeedExpand in 70.6s
+  table 3: 6345 rows, 10000 batches -> SeedExpand in 7.0s
+  table 4: 16952 rows, 10000 batches -> SeedExpand in 20.8s
+  table 5: 3 rows (too small) -> identity
+  table 6: 6320 rows, 10000 batches -> SeedExpand in 54.9s
+  table 7: 1194 rows, 10000 batches -> SeedExpand in 12.6s
+  table 8: 41 rows (too small) -> identity
+  table 9: 173481 rows, 10000 batches -> SeedExpand in 41.7s
+  table 10: 44573 rows, 10000 batches -> SeedExpand in 21.8s
+  table 11: 39948 rows, 10000 batches -> SeedExpand in 60.2s
+  table 12: 10 rows (too small) -> identity
+  table 13: 1945 rows, 10000 batches -> SeedExpand in 1.9s
+  table 14: 6153 rows, 10000 batches -> SeedExpand in 20.9s
+  table 15: 69 rows (too small) -> identity
+  table 16: 4 rows (too small) -> identity
+  table 17: 874 rows, 10000 batches -> SeedExpand in 1.0s
+  table 18: 14 rows (too small) -> identity
+  table 19: 244680 rows, 10000 batches -> SeedExpand in 21.9s
+  table 20: 102962 rows, 10000 batches -> SeedExpand in 24.9s
+  table 21: 210696 rows, 10000 batches -> SeedExpand in 24.3s
+  table 22: 34922 rows, 10000 batches -> SeedExpand in 13.0s
+  table 23: 8321 rows, 10000 batches -> SeedExpand in 48.0s
+  table 24: 55 rows (too small) -> identity
+  table 25: 33 rows (too small) -> identity
+Wrote /home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d23/seedexpand_remap.json  size=8.4 MB  total_pages=72436
+WARN: mapping vertex_cnt=881131 != total_features=1158768; proceeding with per-table slicing
+  MaxEmbed per-table remap in 8.7s
+Wrote /home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d23/maxembed_remap.json  size=8.4 MB  total_pages=72436
+[d23] done 2026-05-02T03:47:36+08:00  elapsed=539s

criteo_terabyte/cylon_remap_logs/d3.log

@@ -0,0 +1,40 @@
+[d3] start 2026-05-02T02:58:45+08:00
+[d3] meta=/home/sadoo/Projects/kvcache/research_data/traces/criteo_terabyte/criteo_terabyte_d3/inference_metadata.json
+[d3] trace=/home/sadoo/Projects/kvcache/research_data/traces/criteo_terabyte/criteo_terabyte_d3/inference_trace.csv
+[d3] mapping=/home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/maxembed_original/criteo_terabyte_partition.bin
+[d3] outdir=/home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d3
+Dataset: criteo_terabyte  tables=26  kpp=16  rows=[204027, 13720, 12312, 6225, 16680, 3, 6110, 1185, 40, 155372, 39760, 40681, 9, 1892, 5885, 57, 4, 866, 14, 213965, 92989, 187037, 31760, 8127, 56, 33]
+Wrote /home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d3/sequential_remap.json  size=7.5 MB  total_pages=64937
+Reading trace for SeedExpand: /home/sadoo/Projects/kvcache/research_data/traces/criteo_terabyte/criteo_terabyte_d3/inference_trace.csv
+  trace loaded in 64.6s; per-table batch counts: {0: 10000, 1: 10000, 2: 10000, 3: 10000, 4: 10000, 5: 10000, 6: 10000, 7: 10000, 8: 10000, 9: 10000, 10: 10000, 11: 10000, 12: 10000, 13: 10000, 14: 10000, 15: 10000, 16: 10000, 17: 10000, 18: 10000, 19: 10000, 20: 10000, 21: 10000, 22: 10000, 23: 10000, 24: 10000, 25: 10000}
+  table 0: 204027 rows, 10000 batches -> SeedExpand in 23.1s
+  table 1: 13720 rows, 10000 batches -> SeedExpand in 44.5s
+  table 2: 12312 rows, 10000 batches -> SeedExpand in 82.8s
+  table 3: 6225 rows, 10000 batches -> SeedExpand in 7.1s
+  table 4: 16680 rows, 10000 batches -> SeedExpand in 18.7s
+  table 5: 3 rows (too small) -> identity
+  table 6: 6110 rows, 10000 batches -> SeedExpand in 60.6s
+  table 7: 1185 rows, 10000 batches -> SeedExpand in 15.5s
+  table 8: 40 rows (too small) -> identity
+  table 9: 155372 rows, 10000 batches -> SeedExpand in 26.3s
+  table 10: 39760 rows, 10000 batches -> SeedExpand in 23.5s
+  table 11: 40681 rows, 10000 batches -> SeedExpand in 73.1s
+  table 12: 9 rows (too small) -> identity
+  table 13: 1892 rows, 10000 batches -> SeedExpand in 1.7s
+  table 14: 5885 rows, 10000 batches -> SeedExpand in 23.9s
+  table 15: 57 rows (too small) -> identity
+  table 16: 4 rows (too small) -> identity
+  table 17: 866 rows, 10000 batches -> SeedExpand in 1.0s
+  table 18: 14 rows (too small) -> identity
+  table 19: 213965 rows, 10000 batches -> SeedExpand in 22.2s
+  table 20: 92989 rows, 10000 batches -> SeedExpand in 25.4s
+  table 21: 187037 rows, 10000 batches -> SeedExpand in 23.8s
+  table 22: 31760 rows, 10000 batches -> SeedExpand in 13.4s
+  table 23: 8127 rows, 10000 batches -> SeedExpand in 72.5s
+  table 24: 56 rows (too small) -> identity
+  table 25: 33 rows (too small) -> identity
+Wrote /home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d3/seedexpand_remap.json  size=7.5 MB  total_pages=64937
+WARN: mapping vertex_cnt=881131 != total_features=1038809; proceeding with per-table slicing
+  MaxEmbed per-table remap in 12.7s
+Wrote /home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d3/maxembed_remap.json  size=7.5 MB  total_pages=64937
+[d3] done 2026-05-02T03:09:27+08:00  elapsed=642s

criteo_terabyte/cylon_remap_logs/d3.runlog

@@ -0,0 +1,2 @@
+[d3] start 2026-05-02T02:58:45+08:00
+[d3] done 2026-05-02T03:09:27+08:00  elapsed=642s

criteo_terabyte/cylon_remap_logs/d4.log

@@ -0,0 +1,40 @@
+[d4] start 2026-05-02T02:58:47+08:00
+[d4] meta=/home/sadoo/Projects/kvcache/research_data/traces/criteo_terabyte/criteo_terabyte_d4/inference_metadata.json
+[d4] trace=/home/sadoo/Projects/kvcache/research_data/traces/criteo_terabyte/criteo_terabyte_d4/inference_trace.csv
+[d4] mapping=/home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/maxembed_original/criteo_terabyte_partition.bin
+[d4] outdir=/home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d4
+Dataset: criteo_terabyte  tables=26  kpp=16  rows=[241791, 14021, 12421, 5383, 14090, 3, 6170, 1180, 41, 180337, 43577, 41505, 10, 1943, 5976, 56, 4, 772, 14, 253893, 104516, 220420, 36153, 8152, 57, 33]
+Wrote /home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d4/sequential_remap.json  size=8.7 MB  total_pages=74547
+Reading trace for SeedExpand: /home/sadoo/Projects/kvcache/research_data/traces/criteo_terabyte/criteo_terabyte_d4/inference_trace.csv
+  trace loaded in 53.9s; per-table batch counts: {0: 10000, 1: 10000, 2: 10000, 3: 10000, 4: 10000, 5: 10000, 6: 10000, 7: 10000, 8: 10000, 9: 10000, 10: 10000, 11: 10000, 12: 10000, 13: 10000, 14: 10000, 15: 10000, 16: 10000, 17: 10000, 18: 10000, 19: 10000, 20: 10000, 21: 10000, 22: 10000, 23: 10000, 24: 10000, 25: 10000}
+  table 0: 241791 rows, 10000 batches -> SeedExpand in 29.5s
+  table 1: 14021 rows, 10000 batches -> SeedExpand in 51.8s
+  table 2: 12421 rows, 10000 batches -> SeedExpand in 73.0s
+  table 3: 5383 rows, 10000 batches -> SeedExpand in 8.3s
+  table 4: 14090 rows, 10000 batches -> SeedExpand in 19.5s
+  table 5: 3 rows (too small) -> identity
+  table 6: 6170 rows, 10000 batches -> SeedExpand in 60.0s
+  table 7: 1180 rows, 10000 batches -> SeedExpand in 8.5s
+  table 8: 41 rows (too small) -> identity
+  table 9: 180337 rows, 10000 batches -> SeedExpand in 29.4s
+  table 10: 43577 rows, 10000 batches -> SeedExpand in 21.0s
+  table 11: 41505 rows, 10000 batches -> SeedExpand in 75.7s
+  table 12: 10 rows (too small) -> identity
+  table 13: 1943 rows, 10000 batches -> SeedExpand in 2.4s
+  table 14: 5976 rows, 10000 batches -> SeedExpand in 26.5s
+  table 15: 56 rows (too small) -> identity
+  table 16: 4 rows (too small) -> identity
+  table 17: 772 rows, 10000 batches -> SeedExpand in 1.0s
+  table 18: 14 rows (too small) -> identity
+  table 19: 253893 rows, 10000 batches -> SeedExpand in 24.7s
+  table 20: 104516 rows, 10000 batches -> SeedExpand in 31.4s
+  table 21: 220420 rows, 10000 batches -> SeedExpand in 26.2s
+  table 22: 36153 rows, 10000 batches -> SeedExpand in 17.9s
+  table 23: 8152 rows, 10000 batches -> SeedExpand in 70.9s
+  table 24: 57 rows (too small) -> identity
+  table 25: 33 rows (too small) -> identity
+Wrote /home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d4/seedexpand_remap.json  size=8.7 MB  total_pages=74547
+WARN: mapping vertex_cnt=881131 != total_features=1192518; proceeding with per-table slicing
+  MaxEmbed per-table remap in 5.4s
+Wrote /home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d4/maxembed_remap.json  size=8.7 MB  total_pages=74547
+[d4] done 2026-05-02T03:09:30+08:00  elapsed=643s

criteo_terabyte/cylon_remap_logs/d5.log

@@ -0,0 +1,40 @@
+[d5] start 2026-05-02T02:58:49+08:00
+[d5] meta=/home/sadoo/Projects/kvcache/research_data/traces/criteo_terabyte/criteo_terabyte_d5/inference_metadata.json
+[d5] trace=/home/sadoo/Projects/kvcache/research_data/traces/criteo_terabyte/criteo_terabyte_d5/inference_trace.csv
+[d5] mapping=/home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/maxembed_original/criteo_terabyte_partition.bin
+[d5] outdir=/home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d5
+Dataset: criteo_terabyte  tables=26  kpp=16  rows=[246935, 14245, 12515, 6332, 16932, 3, 6208, 1180, 37, 186045, 44112, 41956, 9, 1933, 6057, 55, 4, 858, 14, 259191, 106398, 225625, 36347, 8248, 58, 33]
+Wrote /home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d5/sequential_remap.json  size=8.9 MB  total_pages=76345
+Reading trace for SeedExpand: /home/sadoo/Projects/kvcache/research_data/traces/criteo_terabyte/criteo_terabyte_d5/inference_trace.csv
+  trace loaded in 52.5s; per-table batch counts: {0: 10000, 1: 10000, 2: 10000, 3: 10000, 4: 10000, 5: 10000, 6: 10000, 7: 10000, 8: 10000, 9: 10000, 10: 10000, 11: 10000, 12: 10000, 13: 10000, 14: 10000, 15: 10000, 16: 10000, 17: 10000, 18: 10000, 19: 10000, 20: 10000, 21: 10000, 22: 10000, 23: 10000, 24: 10000, 25: 10000}
+  table 0: 246935 rows, 10000 batches -> SeedExpand in 23.1s
+  table 1: 14245 rows, 10000 batches -> SeedExpand in 44.2s
+  table 2: 12515 rows, 10000 batches -> SeedExpand in 70.4s
+  table 3: 6332 rows, 10000 batches -> SeedExpand in 9.5s
+  table 4: 16932 rows, 10000 batches -> SeedExpand in 18.1s
+  table 5: 3 rows (too small) -> identity
+  table 6: 6208 rows, 10000 batches -> SeedExpand in 44.4s
+  table 7: 1180 rows, 10000 batches -> SeedExpand in 8.8s
+  table 8: 37 rows (too small) -> identity
+  table 9: 186045 rows, 10000 batches -> SeedExpand in 26.2s
+  table 10: 44112 rows, 10000 batches -> SeedExpand in 19.7s
+  table 11: 41956 rows, 10000 batches -> SeedExpand in 60.4s
+  table 12: 9 rows (too small) -> identity
+  table 13: 1933 rows, 10000 batches -> SeedExpand in 2.2s
+  table 14: 6057 rows, 10000 batches -> SeedExpand in 21.7s
+  table 15: 55 rows (too small) -> identity
+  table 16: 4 rows (too small) -> identity
+  table 17: 858 rows, 10000 batches -> SeedExpand in 1.0s
+  table 18: 14 rows (too small) -> identity
+  table 19: 259191 rows, 10000 batches -> SeedExpand in 23.3s
+  table 20: 106398 rows, 10000 batches -> SeedExpand in 23.9s
+  table 21: 225625 rows, 10000 batches -> SeedExpand in 24.0s
+  table 22: 36347 rows, 10000 batches -> SeedExpand in 14.5s
+  table 23: 8248 rows, 10000 batches -> SeedExpand in 59.4s
+  table 24: 58 rows (too small) -> identity
+  table 25: 33 rows (too small) -> identity
+Wrote /home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d5/seedexpand_remap.json  size=8.9 MB  total_pages=76345
+WARN: mapping vertex_cnt=881131 != total_features=1221330; proceeding with per-table slicing
+  MaxEmbed per-table remap in 14.2s
+Wrote /home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d5/maxembed_remap.json  size=8.9 MB  total_pages=76345
+[d5] done 2026-05-02T03:08:14+08:00  elapsed=565s

criteo_terabyte/cylon_remap_logs/d6.log

@@ -0,0 +1,40 @@
+[d6] start 2026-05-02T02:59:22+08:00
+[d6] meta=/home/sadoo/Projects/kvcache/research_data/traces/criteo_terabyte/criteo_terabyte_d6/inference_metadata.json
+[d6] trace=/home/sadoo/Projects/kvcache/research_data/traces/criteo_terabyte/criteo_terabyte_d6/inference_trace.csv
+[d6] mapping=/home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/maxembed_original/criteo_terabyte_partition.bin
+[d6] outdir=/home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d6
+Dataset: criteo_terabyte  tables=26  kpp=16  rows=[223983, 13484, 12317, 5452, 14329, 3, 6120, 1170, 39, 168384, 41137, 40165, 9, 1938, 5826, 53, 4, 771, 14, 234589, 97775, 205193, 34567, 8026, 55, 31]
+Wrote /home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d6/sequential_remap.json  size=8.1 MB  total_pages=69727
+Reading trace for SeedExpand: /home/sadoo/Projects/kvcache/research_data/traces/criteo_terabyte/criteo_terabyte_d6/inference_trace.csv
+  trace loaded in 54.0s; per-table batch counts: {0: 10000, 1: 10000, 2: 10000, 3: 10000, 4: 10000, 5: 10000, 6: 10000, 7: 10000, 8: 10000, 9: 10000, 10: 10000, 11: 10000, 12: 10000, 13: 10000, 14: 10000, 15: 10000, 16: 10000, 17: 10000, 18: 10000, 19: 10000, 20: 10000, 21: 10000, 22: 10000, 23: 10000, 24: 10000, 25: 10000}
+  table 0: 223983 rows, 10000 batches -> SeedExpand in 22.4s
+  table 1: 13484 rows, 10000 batches -> SeedExpand in 39.9s
+  table 2: 12317 rows, 10000 batches -> SeedExpand in 74.2s
+  table 3: 5452 rows, 10000 batches -> SeedExpand in 7.4s
+  table 4: 14329 rows, 10000 batches -> SeedExpand in 21.9s
+  table 5: 3 rows (too small) -> identity
+  table 6: 6120 rows, 10000 batches -> SeedExpand in 62.4s
+  table 7: 1170 rows, 10000 batches -> SeedExpand in 8.0s
+  table 8: 39 rows (too small) -> identity
+  table 9: 168384 rows, 10000 batches -> SeedExpand in 27.4s
+  table 10: 41137 rows, 10000 batches -> SeedExpand in 22.9s
+  table 11: 40165 rows, 10000 batches -> SeedExpand in 74.3s
+  table 12: 9 rows (too small) -> identity
+  table 13: 1938 rows, 10000 batches -> SeedExpand in 2.8s
+  table 14: 5826 rows, 10000 batches -> SeedExpand in 23.5s
+  table 15: 53 rows (too small) -> identity
+  table 16: 4 rows (too small) -> identity
+  table 17: 771 rows, 10000 batches -> SeedExpand in 1.0s
+  table 18: 14 rows (too small) -> identity
+  table 19: 234589 rows, 10000 batches -> SeedExpand in 25.1s
+  table 20: 97775 rows, 10000 batches -> SeedExpand in 32.2s
+  table 21: 205193 rows, 10000 batches -> SeedExpand in 25.0s
+  table 22: 34567 rows, 10000 batches -> SeedExpand in 16.6s
+  table 23: 8026 rows, 10000 batches -> SeedExpand in 66.3s
+  table 24: 55 rows (too small) -> identity
+  table 25: 31 rows (too small) -> identity
+Wrote /home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d6/seedexpand_remap.json  size=8.1 MB  total_pages=69727
+WARN: mapping vertex_cnt=881131 != total_features=1115434; proceeding with per-table slicing
+  MaxEmbed per-table remap in 13.7s
+Wrote /home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d6/maxembed_remap.json  size=8.1 MB  total_pages=69727
+[d6] done 2026-05-02T03:09:46+08:00  elapsed=624s

criteo_terabyte/cylon_remap_logs/d7.runlog

@@ -0,0 +1,2 @@
+[d7] start 2026-05-02T03:08:27+08:00
+[d7] done 2026-05-02T03:18:13+08:00  elapsed=586s

criteo_terabyte/cylon_remap_logs/d8.log

@@ -0,0 +1,40 @@
+[d8] start 2026-05-02T03:09:30+08:00
+[d8] meta=/home/sadoo/Projects/kvcache/research_data/traces/criteo_terabyte/criteo_terabyte_d8/inference_metadata.json
+[d8] trace=/home/sadoo/Projects/kvcache/research_data/traces/criteo_terabyte/criteo_terabyte_d8/inference_trace.csv
+[d8] mapping=/home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/maxembed_original/criteo_terabyte_partition.bin
+[d8] outdir=/home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d8
+Dataset: criteo_terabyte  tables=26  kpp=16  rows=[216790, 13834, 12400, 6640, 17894, 3, 6166, 1171, 40, 165348, 41394, 40464, 10, 1938, 5879, 55, 4, 896, 14, 227754, 98737, 199325, 33550, 8040, 56, 32]
+Wrote /home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d8/sequential_remap.json  size=7.9 MB  total_pages=68664
+Reading trace for SeedExpand: /home/sadoo/Projects/kvcache/research_data/traces/criteo_terabyte/criteo_terabyte_d8/inference_trace.csv
+  trace loaded in 34.9s; per-table batch counts: {0: 10000, 1: 10000, 2: 10000, 3: 10000, 4: 10000, 5: 10000, 6: 10000, 7: 10000, 8: 10000, 9: 10000, 10: 10000, 11: 10000, 12: 10000, 13: 10000, 14: 10000, 15: 10000, 16: 10000, 17: 10000, 18: 10000, 19: 10000, 20: 10000, 21: 10000, 22: 10000, 23: 10000, 24: 10000, 25: 10000}
+  table 0: 216790 rows, 10000 batches -> SeedExpand in 19.2s
+  table 1: 13834 rows, 10000 batches -> SeedExpand in 39.4s
+  table 2: 12400 rows, 10000 batches -> SeedExpand in 73.7s
+  table 3: 6640 rows, 10000 batches -> SeedExpand in 7.0s
+  table 4: 17894 rows, 10000 batches -> SeedExpand in 19.0s
+  table 5: 3 rows (too small) -> identity
+  table 6: 6166 rows, 10000 batches -> SeedExpand in 54.7s
+  table 7: 1171 rows, 10000 batches -> SeedExpand in 10.4s
+  table 8: 40 rows (too small) -> identity
+  table 9: 165348 rows, 10000 batches -> SeedExpand in 31.6s
+  table 10: 41394 rows, 10000 batches -> SeedExpand in 26.8s
+  table 11: 40464 rows, 10000 batches -> SeedExpand in 84.9s
+  table 12: 10 rows (too small) -> identity
+  table 13: 1938 rows, 10000 batches -> SeedExpand in 3.1s
+  table 14: 5879 rows, 10000 batches -> SeedExpand in 23.2s
+  table 15: 55 rows (too small) -> identity
+  table 16: 4 rows (too small) -> identity
+  table 17: 896 rows, 10000 batches -> SeedExpand in 1.0s
+  table 18: 14 rows (too small) -> identity
+  table 19: 227754 rows, 10000 batches -> SeedExpand in 22.2s
+  table 20: 98737 rows, 10000 batches -> SeedExpand in 26.5s
+  table 21: 199325 rows, 10000 batches -> SeedExpand in 26.2s
+  table 22: 33550 rows, 10000 batches -> SeedExpand in 14.9s
+  table 23: 8040 rows, 10000 batches -> SeedExpand in 70.0s
+  table 24: 56 rows (too small) -> identity
+  table 25: 32 rows (too small) -> identity
+Wrote /home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d8/seedexpand_remap.json  size=7.9 MB  total_pages=68664
+WARN: mapping vertex_cnt=881131 != total_features=1098434; proceeding with per-table slicing
+  MaxEmbed per-table remap in 1.1s
+Wrote /home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d8/maxembed_remap.json  size=7.9 MB  total_pages=68664
+[d8] done 2026-05-02T03:19:25+08:00  elapsed=595s

criteo_terabyte/cylon_remap_logs/d9.log

@@ -0,0 +1,40 @@
+[d9] start 2026-05-02T03:09:33+08:00
+[d9] meta=/home/sadoo/Projects/kvcache/research_data/traces/criteo_terabyte/criteo_terabyte_d9/inference_metadata.json
+[d9] trace=/home/sadoo/Projects/kvcache/research_data/traces/criteo_terabyte/criteo_terabyte_d9/inference_trace.csv
+[d9] mapping=/home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/maxembed_original/criteo_terabyte_partition.bin
+[d9] outdir=/home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d9
+Dataset: criteo_terabyte  tables=26  kpp=16  rows=[230752, 13719, 12386, 4577, 11734, 3, 6174, 1179, 40, 172125, 42160, 40576, 10, 1968, 5808, 58, 4, 667, 14, 242481, 100309, 210995, 35238, 8121, 58, 33]
+Wrote /home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d9/sequential_remap.json  size=8.3 MB  total_pages=71336
+Reading trace for SeedExpand: /home/sadoo/Projects/kvcache/research_data/traces/criteo_terabyte/criteo_terabyte_d9/inference_trace.csv
+  trace loaded in 19.8s; per-table batch counts: {0: 10000, 1: 10000, 2: 10000, 3: 10000, 4: 10000, 5: 10000, 6: 10000, 7: 10000, 8: 10000, 9: 10000, 10: 10000, 11: 10000, 12: 10000, 13: 10000, 14: 10000, 15: 10000, 16: 10000, 17: 10000, 18: 10000, 19: 10000, 20: 10000, 21: 10000, 22: 10000, 23: 10000, 24: 10000, 25: 10000}
+  table 0: 230752 rows, 10000 batches -> SeedExpand in 20.3s
+  table 1: 13719 rows, 10000 batches -> SeedExpand in 42.9s
+  table 2: 12386 rows, 10000 batches -> SeedExpand in 81.6s
+  table 3: 4577 rows, 10000 batches -> SeedExpand in 7.8s
+  table 4: 11734 rows, 10000 batches -> SeedExpand in 20.9s
+  table 5: 3 rows (too small) -> identity
+  table 6: 6174 rows, 10000 batches -> SeedExpand in 57.3s
+  table 7: 1179 rows, 10000 batches -> SeedExpand in 9.2s
+  table 8: 40 rows (too small) -> identity
+  table 9: 172125 rows, 10000 batches -> SeedExpand in 32.4s
+  table 10: 42160 rows, 10000 batches -> SeedExpand in 23.6s
+  table 11: 40576 rows, 10000 batches -> SeedExpand in 60.4s
+  table 12: 10 rows (too small) -> identity
+  table 13: 1968 rows, 10000 batches -> SeedExpand in 2.0s
+  table 14: 5808 rows, 10000 batches -> SeedExpand in 20.2s
+  table 15: 58 rows (too small) -> identity
+  table 16: 4 rows (too small) -> identity
+  table 17: 667 rows, 10000 batches -> SeedExpand in 1.0s
+  table 18: 14 rows (too small) -> identity
+  table 19: 242481 rows, 10000 batches -> SeedExpand in 18.9s
+  table 20: 100309 rows, 10000 batches -> SeedExpand in 29.1s
+  table 21: 210995 rows, 10000 batches -> SeedExpand in 26.4s
+  table 22: 35238 rows, 10000 batches -> SeedExpand in 16.8s
+  table 23: 8121 rows, 10000 batches -> SeedExpand in 81.2s
+  table 24: 58 rows (too small) -> identity
+  table 25: 33 rows (too small) -> identity
+Wrote /home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d9/seedexpand_remap.json  size=8.3 MB  total_pages=71336
+WARN: mapping vertex_cnt=881131 != total_features=1141189; proceeding with per-table slicing
+  MaxEmbed per-table remap in 9.1s
+Wrote /home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remaps_d9/maxembed_remap.json  size=8.3 MB  total_pages=71336
+[d9] done 2026-05-02T03:19:18+08:00  elapsed=585s

criteo_terabyte/cylon_remap_logs/queue.pid

@@ -0,0 +1 @@
+2954123

criteo_terabyte/cylon_remap_logs/queue_runner.sh

@@ -0,0 +1,80 @@
+#!/usr/bin/env bash
+# Process all remaining CriteoTB days for cylon_remaps with max 4 parallel.
+# Skips days that already have valid output.
+set -euo pipefail
+
+LOG_BASE="/home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte/cylon_remap_logs"
+RUN_ONE="$LOG_BASE/run_one_day.sh"
+OUT_BASE="/home/sadoo/Projects/kvcache/research_data/processed/criteo_terabyte"
+MAX_PAR="${MAX_PAR:-4}"
+QUEUE_LOG="$LOG_BASE/queue.log"
+
+log() {
+    echo "[$(date -Is)] $*" | tee -a "$QUEUE_LOG"
+}
+
+is_done() {
+    local d=$1
+    local out="$OUT_BASE/cylon_remaps_d${d}"
+    [[ -s "$out/sequential_remap.json" && -s "$out/seedexpand_remap.json" && -s "$out/maxembed_remap.json" ]]
+}
+
+is_running() {
+    local d=$1
+    pgrep -f "build_cylon_remaps.py.*criteo_terabyte_d${d}/" >/dev/null
+}
+
+count_running() {
+    pgrep -fc "build_cylon_remaps.py.*criteo_terabyte" || true
+}
+
+DAYS_ALL=(0 1 2 3 4 5 6 7 8 9 12 13 14 15 16 17 18 19 20 21 22 23)
+
+log "queue_runner start  MAX_PAR=$MAX_PAR  pending days: ${DAYS_ALL[@]}"
+
+for d in "${DAYS_ALL[@]}"; do
+    # Skip already-done days
+    if is_done "$d"; then
+        log "d${d} already done, skipping"
+        continue
+    fi
+    # Skip if already running
+    if is_running "$d"; then
+        log "d${d} already running, leaving alone"
+        continue
+    fi
+    # Wait until concurrency below MAX_PAR
+    while :; do
+        running=$(count_running)
+        if [[ $running -lt $MAX_PAR ]]; then
+            break
+        fi
+        sleep 30
+    done
+    log "launching d${d}  (currently $(count_running) jobs running)"
+    nohup "$RUN_ONE" "$d" > "$LOG_BASE/d${d}.runlog" 2>&1 &
+    sleep 2
+done
+
+# Wait for all to finish
+log "all days launched; waiting for completion"
+while :; do
+    running=$(count_running)
+    if [[ $running -eq 0 ]]; then
+        break
+    fi
+    sleep 60
+done
+
+log "queue_runner done; verifying outputs"
+fail=0
+for d in "${DAYS_ALL[@]}"; do
+    if is_done "$d"; then
+        log "d${d} OK"
+    else
+        log "d${d} MISSING/FAIL"
+        fail=$((fail+1))
+    fi
+done
+log "queue_runner finished with $fail failures"
+exit $fail

criteo_terabyte/cylon_remap_logs/run_one_day.sh

@@ -0,0 +1,49 @@
+#!/usr/bin/env bash
+# Generate cylon_remaps for one CriteoTB day using build_cylon_remaps.py
+# Usage: run_one_day.sh <day_num>
+set -euo pipefail
+
+D="${1:?usage: $0 <day_num>}"
+
+ROOT="/home/sadoo/Projects/kvcache"
+PY="$ROOT/.venv/bin/python3"
+SCRIPTS="$ROOT/research_data/scripts/maxembed"
+TRACE_DIR="$ROOT/research_data/traces/criteo_terabyte/criteo_terabyte_d${D}"
+META="$TRACE_DIR/inference_metadata.json"
+TRACE="$TRACE_DIR/inference_trace.csv"
+
+# Use the legacy small-subset partition.bin as mapping (same as d10/d11 used).
+# build_cylon_remaps.py will WARN about vertex_cnt mismatch and produce a
+# best-effort maxembed remap. SE remap is independent of this and is what we need.
+MAPPING="$ROOT/research_data/processed/criteo_terabyte/maxembed_original/criteo_terabyte_partition.bin"
+
+OUT="$ROOT/research_data/processed/criteo_terabyte/cylon_remaps_d${D}"
+LOG="$ROOT/research_data/processed/criteo_terabyte/cylon_remap_logs/d${D}.log"
+
+mkdir -p "$OUT"
+
+echo "[d${D}] start $(date -Is)" | tee -a "$LOG"
+echo "[d${D}] meta=$META" >> "$LOG"
+echo "[d${D}] trace=$TRACE" >> "$LOG"
+echo "[d${D}] mapping=$MAPPING" >> "$LOG"
+echo "[d${D}] outdir=$OUT" >> "$LOG"
+
+t0=$(date +%s)
+"$PY" "$SCRIPTS/build_cylon_remaps.py" \
+    --meta    "$META" \
+    --trace   "$TRACE" \
+    --mapping "$MAPPING" \
+    --outdir  "$OUT" \
+    >> "$LOG" 2>&1
+t1=$(date +%s)
+elapsed=$((t1 - t0))
+
+# Verify output
+for f in sequential_remap.json seedexpand_remap.json maxembed_remap.json; do
+    if [[ ! -s "$OUT/$f" ]]; then
+        echo "[d${D}] FAIL: $f missing or empty" | tee -a "$LOG"
+        exit 1
+    fi
+done
+
+echo "[d${D}] done $(date -Is)  elapsed=${elapsed}s" | tee -a "$LOG"