Explainable AI for DBA: Bridging the DBA's experience and machine learning in tuning database systems.
Abdelkader OuaredMoussa AmraniPierre-Yves SchobbensPublished in: Concurr. Comput. Pract. Exp. (2023)
Keyphrases
- machine learning
- database design
- physical design
- database systems
- database administrators
- database administration
- query optimization
- database server
- artificial intelligence
- design methodology
- database technology
- database applications
- oracle database
- pattern recognition
- expert systems
- data model
- databases
- stored procedures
- database
- case based reasoning
- computational intelligence
- database management
- index selection
- sql server
- machine learning methods
- machine learning algorithms
- learning algorithm
- data mining
- high availability
- data modeling
- backup and recovery
- knowledge acquisition
- knowledge representation
- design tools
- feature selection
- decision trees
- query processing
- knowledge discovery
- information extraction
- data management
- text classification
- intelligent systems
- database management systems
- application development
- text mining
- support vector machine
- data types
- machine intelligence
- data integrity
- ai systems
- information technology
- user experience
- knowledge base