An Inquiry into Machine Learning-based Automatic Configuration Tuning Services on Real-World Database Management Systems.
Dana Van AkenDongsheng YangSebastien BrillardAri FiorinoBohan ZhangChristian BillianAndrew PavloPublished in: Proc. VLDB Endow. (2021)
Keyphrases
- database management systems
- machine learning
- real world
- data management systems
- data management
- database applications
- database
- database systems
- data model
- data storage
- management system
- data mining
- database technology
- database management
- main memory
- concurrency control
- database operations
- ubiquitous computing
- data types
- data sets
- data formats
- index structure
- data independence
- commercial systems
- distributed database systems
- relational database systems
- transaction processing
- context aware
- data centric
- end users
- databases
- relational dbms
- native xml
- database design
- data warehouse
- relational database management systems
- transaction management
- learning environment