JobPruner: A machine learning assistant for exploring parameter spaces in HPC applications.
Bruno SilvaMarco A. S. NettoRenato Luiz de Freitas CunhaPublished in: Future Gener. Comput. Syst. (2018)
Keyphrases
- parameter space
- machine learning
- starting points
- pattern recognition
- high performance computing
- high dimensional
- machine learning methods
- test bed
- parameter values
- natural language
- computational biology
- knowledge acquisition
- search space
- learning problems
- machine learning algorithms
- computational intelligence
- natural language processing
- learning algorithm
- knowledge representation
- fault tolerance
- computer vision
- feature selection
- inductive learning
- support vector machine
- riemannian manifolds
- reinforcement learning
- data sets
- text mining
- computer science
- search algorithm
- support vector
- decision trees