An Autonomous Materialized View Management System with Deep Reinforcement Learning.
Yue HanGuoliang LiHaitao YuanJi SunPublished in: ICDE (2021)
Keyphrases
- management system
- materialized views
- reinforcement learning
- database management systems
- incremental maintenance
- efficient incremental
- autonomous learning
- data warehouse
- data warehousing
- query processing
- update propagation
- view maintenance
- disk space
- view selection
- incremental view maintenance
- decision support system
- xml databases
- information sources
- data sets
- data sources
- cost model
- data management
- query optimization
- historical data
- index structure
- decision support
- machine learning