Tuning Database Parameters Using Query Perception and Evolutionary Reinforcement Learning.
Zunhan ZhaoWen YePeiyu DuanPublished in: CCEAI (2024)
Keyphrases
- database
- reinforcement learning
- database queries
- response time
- databases
- answering queries
- database systems
- parameter settings
- parameter tuning
- access methods
- database applications
- query evaluation
- maximum likelihood
- fine tuning
- heterogeneous databases
- query execution
- query interface
- query processing
- data structure
- physical design
- indexing structure
- complex queries
- query patterns
- database schema
- parameter values
- tuning parameters
- access path
- query plan
- web databases
- indexing techniques
- range queries
- evolutionary computation
- markov decision processes
- optimal policy