Multi-Attribute Selectivity Estimation Using Deep Learning.
Shohedul HasanSaravanan ThirumuruganathanJees AugustineNick KoudasGautam DasPublished in: CoRR (2019)
Keyphrases
- deep learning
- multi attribute
- selectivity estimation
- query optimization
- utility function
- xml queries
- machine learning
- unsupervised learning
- query processing
- spatial join
- multi dimensional
- range queries
- database systems
- cost model
- mental models
- neural network
- attribute values
- weakly supervised
- supervised learning
- xml documents
- relational databases
- image segmentation
- reinforcement learning
- feature selection