cxlssd-traces / README.md
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metadata
license: cc-by-nc-4.0
task_categories:
  - other
language:
  - en
tags:
  - cxl-ssd
  - recommendation-system
  - kvcache
  - mqsim
  - dlrm
  - paper-archive
  - cxlssd-archetype-routing
size_categories:
  - 10G<n<100G
pretty_name: CXL-SSD Archetype Routing  Generated Traces

CXL-SSD Archetype Routing — Generated Traces

Stage-00 snapshot (2026-05-02) of processed access traces used in the CXL-SSD page-oriented embedding lookup paper.

These are MQSim/MaxEmbed-format traces derived from public recommendation datasets (MovieLens, Criteo, Avazu, Taobao, Amazon, Yelp, …) and the Qwen KV-Cache traces. They feed into the Cylon (FEMU) and MQSim simulators.

Companion repos

Layout

Each subdirectory corresponds to one source dataset and contains traces of the form <layout>_<ratio>.trace plus the matching MQSim workload.xml / config snippets.

The trace ASCII format (per MQSim convention):

<arrival_time_ns> <device_num=0> <LSN_byte_addr> <size_sectors=8> <type 0=W|1=R>

Page-oriented variant: LSN is the byte address of a 4 KB page; size = 8 sectors (4 KB).

Provenance

Generated from /research_data/raw/<dataset>/ via the pipelines in MERCI_page_aware/analysis/, trace_converter/, and MaxEmbed/scripts/. See MANIFEST.md for per-dataset preprocessing parameters.

License

Trace files derived from each upstream dataset inherit the upstream licence. This collection (the bundle layout + associated metadata) is released CC-BY-NC-4.0 for academic reproducibility.

Do not redistribute Criteo/Avazu/Taobao/Amazon raw fields outside academic context.