JobPruner: A Machine Learning Assistant for Exploring Parameter Spaces in HPC Applications.
Bruno SilvaMarco A. S. NettoRenato Luiz de Freitas CunhaPublished in: CoRR (2018)
Keyphrases
- parameter space
- machine learning
- starting points
- high dimensional
- high performance computing
- text mining
- parameter values
- information extraction
- decision trees
- learning algorithm
- fault tolerance
- machine learning methods
- knowledge acquisition
- machine learning algorithms
- pattern recognition
- test bed
- search space
- feature selection
- data mining
- statistical methods
- reinforcement learning
- artificial intelligence
- learning tasks
- learning systems
- response time
- natural language processing
- maximum likelihood
- computer vision
- expert systems
- data analysis
- inductive learning
- computer science
- computational biology
- explanation based learning
- feature extraction
- information retrieval
- scientific computing