Declarative Recursive Computation on an RDBMS: or, Why You Should Use a Database For Distributed Machine Learning.
Dimitrije JankovShangyu LuoBinhang YuanZhuhua CaiJia ZouChris JermaineZekai J. GaoPublished in: SIGMOD Rec. (2020)
Keyphrases
- database
- machine learning
- knowledge representation
- relational database systems
- relational database management systems
- databases
- distributed environment
- distributed systems
- learning tasks
- pattern recognition
- relational dbms
- heterogeneous databases
- database queries
- peer to peer
- relational databases
- data analysis
- artificial intelligence
- cooperative
- database systems
- high level
- computer science
- data sets
- learning algorithm
- sql queries
- feature selection
- decision trees
- knowledge discovery
- data model
- text classification
- knowledge acquisition
- database management systems
- xml data
- machine learning algorithms
- mobile agents
- text mining
- metadata
- object oriented
- computer vision
- query language
- active learning
- pre computed