seniorT-SQL

What is SQL Server parallel execution exchange operators (distribute, repartition, gather)?

Updated May 17, 2026

Short answer

Exchange operators coordinate data movement between parallel threads.

Deep explanation

SQL Server uses exchange operators to enable parallel query execution. Distribute streams data into worker threads, repartition reshuffles rows based on keys, and gather consolidates results into a single stream. Improper distribution leads to skew and performance bottlenecks.

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