The ASI GPU trace fact tables are hosted separately from GitHub:
https://tre-clusterdata.oss-cn-hangzhou.aliyuncs.com/cluster-trace-gpu-v2026/data/
Download the four ZIP archives into cluster-trace-gpu-v2026/data/:
| Archive | Size | Contents |
|---|---|---|
asi_opensource_pod_hourly.zip |
351,803,513,445 bytes | asi_opensource_pod_hourly/ |
asi_opensource_server_hourly.zip |
3,080,121,387 bytes | asi_opensource_server_hourly/ |
asi_opensource_network_hourly.zip |
203,904,100 bytes | asi_opensource_network_hourly/ |
asi_opensource_job_execution_summary.zip |
1,188,295,031 bytes | asi_opensource_job_execution_summary/ |
Example:
mkdir -p data
cd data
curl -fL -O https://tre-clusterdata.oss-cn-hangzhou.aliyuncs.com/cluster-trace-gpu-v2026/data/asi_opensource_pod_hourly.zip
curl -fL -O https://tre-clusterdata.oss-cn-hangzhou.aliyuncs.com/cluster-trace-gpu-v2026/data/asi_opensource_server_hourly.zip
curl -fL -O https://tre-clusterdata.oss-cn-hangzhou.aliyuncs.com/cluster-trace-gpu-v2026/data/asi_opensource_network_hourly.zip
curl -fL -O https://tre-clusterdata.oss-cn-hangzhou.aliyuncs.com/cluster-trace-gpu-v2026/data/asi_opensource_job_execution_summary.zip
unzip asi_opensource_pod_hourly.zip
unzip asi_opensource_server_hourly.zip
unzip asi_opensource_network_hourly.zip
unzip asi_opensource_job_execution_summary.zip
cd ..After extraction, the release directory should look like:
cluster-trace-gpu-v2026/
data/
asi_opensource_pod_hourly/day=<day>/hour=<hour>/part-000.parquet
asi_opensource_server_hourly/day=<day>/hour=<hour>/part-000.parquet
asi_opensource_network_hourly/day=<day>/hour=<hour>/part-000.parquet
asi_opensource_job_execution_summary/part-000.parquet
After the local data/ directory is ready, follow
figure_reproduction.md to build aggregates and
generate figures.