Using Deep Learning Models to Replace Large Materialized Views in Relational Database.
Jia ZouPublished in: CIDR (2021)
Keyphrases
- learning models
- materialized views
- physical database design
- relational databases
- xml databases
- xml documents
- data warehouse
- xml views
- learning algorithm
- database management systems
- loss function
- machine learning
- query processing
- view maintenance
- view selection
- data warehousing
- learning tasks
- machine learning algorithms
- information sources
- learning problems
- databases
- xml data
- semi supervised learning
- conditional random fields
- database
- data sets
- data sources
- classification models
- decision support
- xml schema
- historical data
- object oriented
- xml queries
- relational data
- database systems
- real world