Vertica-ML: Distributed Machine Learning in Vertica Database.
Arash FardAnh LeGeorge LarionovWaqas DhillonChuck BearPublished in: SIGMOD Conference (2020)
Keyphrases
- database
- machine learning
- database systems
- distributed systems
- databases
- maximum likelihood
- decision trees
- distributed database systems
- data mining
- learning algorithm
- cooperative
- distributed environment
- database applications
- database management systems
- peer to peer
- computing environments
- machine learning methods
- active learning
- data management
- explanation based learning
- knowledge representation
- data analysis
- pattern recognition
- reinforcement learning
- feature selection
- computer vision
- information retrieval
- data sets
- computational intelligence
- text mining
- computer science
- lightweight
- learning tasks
- computer networks
- artificial intelligence