Google BigQuery Large Shuffling

December 4, 2025

Analyze Large Data Shuffling in ‪Google‬ BigQuery

BigQuery Take control of your BigQuery performance with Revefi’s AI Agent. Watch this Revefi RADEN video to see how to identify pipelines that shuffle enormous amounts of data across zones driving up costs, slowing job run times, and straining network and processing resources in your BigQuery environment.

It helps you to:

  • Detect high-shuffle pipelines across key projects and jobs by analyzing slot usage, activity levels, and shuffle-heavy stages
  • Identify inefficient benchmark queries, DBT transformations, and information-schema operations that trigger cross-zone data movement
  • Receive actionable recommendations to optimize join strategies, partition large tables, apply clustering, and improve reservation efficiency for predictable workloads

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