AIDB: a Sparsely Materialized Database for Queries using Machine Learning.
Tengjun JinAkash MittalChenghao MoJiahao FangChengsong ZhangTimothy DaiDaniel KangPublished in: DEEM@SIGMOD (2024)
Keyphrases
- database
- machine learning
- query language
- database queries
- view maintenance
- databases
- materialized views
- database systems
- answering queries
- data sources
- database management systems
- relational database systems
- query processing
- query plan
- access methods
- database objects
- complex queries
- vertical partitioning
- web search engines
- database applications
- query evaluation
- relational databases
- machine learning algorithms
- response time
- data warehouse
- query interface
- relational database management systems
- data model
- query patterns
- pre computed
- indexing techniques
- efficient processing
- learning algorithm
- data mining
- web databases
- statistical databases
- data integration
- data analysis
- stored data
- feature selection
- view selection
- summary tables