GPTuner: A Manual-Reading Database Tuning System via GPT-Guided Bayesian Optimization.
Jiale LaoYibo WangYufei LiJianping WangYunjia ZhangZhiyuan ChengWanghu ChenMingjie TangJianguo WangPublished in: Proc. VLDB Endow. (2024)
Keyphrases
- database
- databases
- database systems
- relational databases
- optimization methods
- global optimization
- database management systems
- efficient optimization
- optimization method
- monte carlo sampling
- optimization model
- database applications
- optimization problems
- data structure
- maximum likelihood
- data driven
- data management
- database management
- support vector
- data mining