Runtime prediction of high-performance computing jobs based on ensemble learning.
Xiaomeng ChenHui ZhangHanli BaiChunming YangXujian ZhaoBo LiPublished in: HP3C (2020)
Keyphrases
- ensemble learning
- high performance computing
- ensemble classifier
- prediction accuracy
- ensemble methods
- generalization ability
- computational science
- massively parallel
- parallel computing
- computing systems
- grid computing
- random forest
- energy efficiency
- computing resources
- base classifiers
- parallel machines
- computing environments
- concept drift
- fault tolerance
- flowshop
- prediction model
- management system
- feature selection
- artificial intelligence
- data mining