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harry1332/ifuse-hpca2027-traces

I-Fuse HPCA 2027 Traces This dataset consolidates the final replay-ready SimPoint trace set used for the HPCA 2027 I-Fuse experiments: Agentic: AppWorld, CORE-Bench, MLGym, and Terminal-Bench Database and systems: ClickHouse, DuckDB, LevelDB, Masstree, RocksDB, Silo, and Zstd GAP: BC, BFS, DFS, PageRank, and SSSP CRONO: APSP and TSP Each workload preserves the same bundle structure used by the original trace repositories, including trace_clustering_info.json, SimPoint… See the full description on the dataset page: https://huggingface.co/datasets/harry1332/ifuse-hpca2027-traces.

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Dataset Card

I-Fuse HPCA 2027 Traces

This dataset consolidates the final replay-ready SimPoint trace set used for the HPCA 2027 I-Fuse experiments:

—Agentic: AppWorld, CORE-Bench, MLGym, and Terminal-Bench
—Database and systems: ClickHouse, DuckDB, LevelDB, Masstree, RocksDB, Silo, and Zstd
—GAP: BC, BFS, DFS, PageRank, and SSSP
—CRONO: APSP and TSP

Each workload preserves the same bundle structure used by the original trace repositories, including trace_clustering_info.json, SimPoint selections and weights, replay-ready ZIPs under traces_simp/trace, module metadata, fingerprints, release manifests, and validation evidence.

The five GAP bundles are intentionally preserved unchanged from the established GAP dataset. They are not equal-50M recollections: BC is roughly 60M instructions per selected trace, BFS/DFS/PageRank roughly 90M, and SSSP roughly 30M. Their original SimPoints and weights are retained.

ClickHouse, Masstree, Silo, and Zstd are fresh July 18 recollections. They use automatically selected SimPoints and contain at least 50M fetched instructions per selected trace. Rejected collection attempts and duplicate calibration windows are excluded from the published bundles.

Install all workloads

bash

python3 -m pip install -U huggingface_hub
hf download harry1332/ifuse-hpca2027-traces \
  --type dataset --include README.md FINAL_MANIFEST.json install.py \
  --local-dir ifuse-hpca2027-traces
python3 ifuse-hpca2027-traces/install.py \
  --output ifuse-hpca2027-traces

Install selected workloads

bash

python3 ifuse-hpca2027-traces/install.py \
  appworld core_bench clickhouse masstree silo zstd bfs apsp tsp \
  --output ifuse-hpca2027-traces

The installer creates stable workload paths such as ifuse-hpca2027-traces/appworld and ifuse-hpca2027-traces/bfs while retaining the canonical published directory structure.

Provenance

The four agentic bundles are copied byte-for-byte from revision 422ddf6ce6c0db80605553f1331fc8f7d1e7b69c of harry1332/hpca2027-agentic-validated-traces-20260711.

The three database bundles are copied byte-for-byte from revision 0015be3fe2d869190dfbd8d745ee72b5ab1c2116 of harry1332/hpca2027-database-validated-traces-20260711.

The ClickHouse, Masstree, Silo, and Zstd bundles were freshly profiled, clustered, and recollected on July 18, 2026. Their release manifests record the selected regions, normalized weights, instruction counts, executable hashes, and trace SHA-256 values.

The five GAP bundles are copied byte-for-byte from revision a06537aabef08dad6e58213022e740209cefdc80 of harry1332/ifuse-final-datacenter-traces-20260624.

APSP and TSP were freshly profiled, automatically clustered, and independently recollected from CRONO commit 00d2be6ea1aef8df8b71cfb82149d60d152b348a on July 29, 2026. Each selected archive ends with its representative 10M interval and retains up to 50M complete preceding warmup instructions. Segment 0 has no preceding warmup by construction. Exact boundaries and counts are recorded per SimPoint in each release manifest.

See FINAL_MANIFEST.json for canonical workload names, source revisions, and repository paths.