Skip to content

Instantly share code, notes, and snippets.

View zanmato1984's full-sized avatar

Rossi Sun zanmato1984

View GitHub Profile
@zanmato1984
zanmato1984 / proposal_tidb_collocated_optimization.md
Last active February 19, 2024 06:30
Proposal: TiDB Collocated Optimization (TiDB Hackathon 2022)
@zanmato1984
zanmato1984 / using_a_gpu_boosts_tidb_analytics_performance_by_10_to_150_times.md
Last active April 19, 2021 18:03
Using a GPU Boosts TiDB Analytics Performance by 10 to 150 Times

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.

@zanmato1984
zanmato1984 / tidb_2020_hackathon_rfc.md
Last active March 5, 2021 07:51
TiDB 2020 Hackathon RFC