Rover: An online Spark SQL tuning service via generalized transfer learning.
Yu ShenXinyuyang RenYupeng LuHuaijun JiangHuanyong XuDi PengYang LiWentao ZhangBin CuiPublished in: CoRR (2023)
Keyphrases
- transfer learning
- learning tasks
- knowledge transfer
- labeled data
- machine learning
- active learning
- collaborative filtering
- cross domain
- reinforcement learning
- semi supervised learning
- domain adaptation
- multi task
- structure learning
- machine learning algorithms
- text classification
- learning algorithm
- transferring knowledge
- multi task learning
- transfer knowledge
- manifold alignment
- databases
- target domain
- text categorization
- unlabeled data
- neural network
- probabilistic model
- data sets
- cross domain learning