Machine Learning Based Performance Analysis and Prediction of Jobs on a HPC Cluster.
Zhengxiong HouShuxin ZhaoChao YinYunlan WangJianhua GuXingshe ZhouPublished in: PDCAT (2019)
Keyphrases
- machine learning
- prediction accuracy
- prediction algorithm
- processing times
- learning algorithm
- machine learning approaches
- computational intelligence
- hierarchical clustering
- machine learning algorithms
- data points
- machine learning methods
- predictive modeling
- artificial intelligence
- high performance computing
- computer vision
- clustering algorithm
- decision trees
- learning tasks
- statistical methods
- pattern recognition
- knowledge acquisition
- data mining
- text mining
- scheduling problem
- reinforcement learning
- special case
- model selection
- prediction error
- natural language processing
- information extraction