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zanmato1984 / using_a_gpu_boosts_tidb_analytics_performance_by_10_to_150_times.md
Last active Apr 19, 2021
Using a GPU Boosts TiDB Analytics Performance by 10 to 150 Times
View using_a_gpu_boosts_tidb_analytics_performance_by_10_to_150_times.md

Authors:

  • Ruoxi Sun (Tech Lead of Analytical Computing Team at PingCAP)
  • Fei Xu (Software Engineer at PingCAP)

Editors: Tom Dewan, Caitin Chen

GPU vs. CPU performance

TiDB is a Hybrid Transaction/Analytical Processing (HTAP) database that can efficiently process analytical queries. However, when large amounts of data are involved, the CPU becomes the bottleneck for processing queries that include JOIN statements and/or aggregation functions.

View tidb_2020_hackathon_rfc.md