An Efficient Transfer Learning Based Configuration Adviser for Database Tuning.
Xinyi ZhangHong WuYang LiZhengju TangJian TanFeifei LiBin CuiPublished in: Proc. VLDB Endow. (2023)
Keyphrases
- transfer learning
- database
- learning tasks
- knowledge transfer
- labeled data
- cross domain
- databases
- reinforcement learning
- active learning
- machine learning
- domain adaptation
- collaborative filtering
- database systems
- semi supervised learning
- transfer knowledge
- multi task
- manifold alignment
- text categorization
- text mining
- semi supervised
- learning algorithm
- machine learning algorithms
- unlabeled data
- target domain
- structure learning
- cross domain learning
- data sets