Machine Learning Predictions for Underestimation of Job Runtime on HPC System.
Jian GuoAkihiro NomuraRyan BartonHaoyu ZhangSatoshi MatsuokaPublished in: SCFA (2018)
Keyphrases
- machine learning
- high performance computing
- machine learning methods
- information extraction
- data mining
- explanation based learning
- inductive learning
- pattern recognition
- machine learning algorithms
- text mining
- job scheduling
- learning problems
- learning algorithm
- artificial intelligence
- support vector machine
- natural language processing
- active learning
- computational intelligence
- knowledge acquisition
- scientific computing
- computer science
- single machine scheduling problem
- computer vision
- data sets
- batch processing
- genetic algorithm
- machine learning approaches
- flowshop
- fault tolerance
- feature selection
- load balancing
- model selection
- supervised learning
- knowledge discovery