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NVIDIA cuDF plugin for Apache Spark Benchmarks

A repo for Spark related benchmark sets and utilities using the NVIDIA cuDF plugin for Apache Spark.

Benchmark sets:

Please see README in each benchmark set for more details including building instructions and usage descriptions.

Utilities

  • Portable YARN resource cost attributes Spark application worker consumption from Spark and YARN logs across EMR, Dataproc, and on-premises deployments.