Machine-Learning-based Performance Heuristics for Runtime CPU/GPU Selection.
Akihiro HayashiKazuaki IshizakiGita KoblentsVivek SarkarPublished in: PPPJ (2015)
Keyphrases
- machine learning
- graphics processing units
- gpu implementation
- graphics processors
- machine learning algorithms
- real time
- heterogeneous computing
- decision trees
- data mining
- information extraction
- search algorithm
- machine learning methods
- pattern recognition
- learning problems
- data transfer
- text mining
- selection algorithm
- machine learning approaches
- general purpose
- artificial intelligence
- graphics hardware
- model selection
- reinforcement learning
- computer science
- statistical methods
- learning tasks
- inductive logic programming
- selection strategies
- induction algorithms
- optimal solution
- feature selection
- gpu accelerated
- active learning
- explanation based learning
- parallel implementation
- inductive learning
- heuristic search
- knowledge acquisition
- text classification
- computational intelligence
- data analysis
- knowledge representation