Benchmark Environments

Cluster information for the ETL benchmarks used for the qualification estimation model. Note that all benchmarks were run using the NDS benchmark at SF3K (3 TB scale).

Environment	CPU Cluster	GPU Cluster
On-prem	8x 128-core	8x 128-core + 8x A100 40 GB
Dataproc (T4)	4x n1-standard-32	4x n1-standard-32 + 8x T4 16GB
Dataproc (L4)	8x n1-standard-16	8x g2-standard-16
EMR	8x m5d.8xlarge	4x g4dn.12xlarge
Databricks AWS	8x m6gd.8xlage	8x g5.8xlarge
Databricks Azure	8x E8ds_v4	8x NC8as_T4_v3