Reinforcement Learning based Fragment-Aware Scheduling for High Utilization HPC Platforms.
Lung-Pin ChenI-Chen WuYen-Ling ChangPublished in: TAAI (2019)
Keyphrases
- reinforcement learning
- scheduling problem
- high performance computing
- learning algorithm
- scheduling algorithm
- multi agent
- resource utilization
- function approximation
- resource constraints
- multi agent reinforcement learning
- machine learning
- wide range
- markov decision processes
- supervised learning
- parallel processors
- reinforcement learning algorithms
- real time
- wireless sensor networks
- learning process
- neural network