A Reinforcement Learning Based Backfilling Strategy for HPC Batch Jobs.
Elliot Kolker-HicksDi ZhangDong DaiPublished in: SC Workshops (2023)
Keyphrases
- reinforcement learning
- batch size
- batch processing
- processing times
- high performance computing
- scheduling strategy
- state space
- batch mode
- sensor networks
- function approximation
- fault tolerance
- identical machines
- reinforcement learning algorithms
- machine learning
- markov decision processes
- special case
- learning process
- learning algorithm
- genetic algorithm