seniorT-SQL

What is SQL Server internal parallel query partitioning strategy (hash, range, round robin)?

Updated May 17, 2026

Short answer

SQL Server distributes parallel work using partitioning strategies like hash, round robin, and range distribution.

Deep explanation

During parallel execution, SQL Server distributes rows among worker threads using different strategies. Round robin distributes evenly but ignores data locality. Hash partitioning ensures same keys go to same thread, improving aggregation efficiency. Range partitioning is used when ordered processing is required. Poor partitioning leads to skew and uneven CPU utilization.

Unlock with a Pro subscription to view this section.

View pricing

Real-world example

No real-world example available yet.

Unlock with a Pro subscription to view this section.

Upgrade to Pro

Common mistakes

No common mistakes listed yet.

Unlock with a Pro subscription to view this section.

Upgrade to Pro

Follow-up questions

No follow-up questions available yet.

Unlock with a Pro subscription to view this section.

Upgrade to Pro

More T-SQL interview questions

View all →