Towards a Hands-Free Query Optimizer through Deep Learning.
Ryan MarcusOlga PapaemmanouilPublished in: CoRR (2018)
Keyphrases
- deep learning
- query optimizer
- hands free
- query optimization
- database systems
- database management systems
- user interface
- object oriented databases
- cost model
- user friendly
- query processing
- optimization process
- eye gaze
- unsupervised learning
- query evaluation
- query execution
- machine learning
- text entry
- data management
- mental models
- continuous queries
- query plan
- data sources
- eye tracking
- expectation maximization
- management system
- weakly supervised
- data model
- database
- xml data
- information extraction
- materialized views
- object recognition