FlashR: parallelize and scale R for machine learning using SSDs.
Da ZhengDisa MhembereJoshua T. VogelsteinCarey E. PriebeRandal C. BurnsPublished in: PPOPP (2018)
Keyphrases
- machine learning
- parallel processing
- learning algorithm
- parallel algorithm
- machine learning methods
- buffer management
- pattern recognition
- knowledge representation
- flash memory
- inductive logic programming
- text mining
- machine learning algorithms
- supervised learning
- information extraction
- inductive learning
- active learning
- artificial intelligence
- scale space
- text classification
- learning systems
- reinforcement learning
- statistical methods
- learning tasks
- decision trees
- high performance computing