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newsDatabricks·July 26, 2023

Determining When to Use GPU for Your ETL Pipelines at Scale

Summary

The video teaches how to use the open-source Spark Rapids qualification tool to evaluate Apache Spark event logs and identify which ETL pipeline jobs are suitable for GPU acceleration. It demonstrates an automated workflow developed by AT&T that analyzes job logs at scale, calculates projected speedups and cost savings, and prioritizes conversions based on job execution frequency.

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