RLScheduler: an automated HPC batch job scheduler using reinforcement learning.
Di ZhangDong DaiYoubiao HeForrest Sheng BaoBing XiePublished in: SC (2020)
Keyphrases
- reinforcement learning
- batch processing
- state space
- high performance computing
- semi automated
- model free
- scheduling algorithm
- multi agent
- dynamic programming
- temporal difference
- processing times
- robotic control
- machine learning
- batch mode
- single machine scheduling problem
- fully automated
- fault tolerance
- optimal policy
- learning algorithm
- markov decision processes
- response time
- multi agent systems
- information systems
- policy search