HierRL: Hierarchical Reinforcement Learning for Task Scheduling in Distributed Systems.
Yanxia GuanYunTao LiuYuan LiXinhai XuPublished in: IJCNN (2022)
Keyphrases
- distributed systems
- hierarchical reinforcement learning
- distributed computing
- reinforcement learning
- grid computing
- load balancing
- fault tolerant
- distributed environment
- scheduling algorithm
- fault tolerance
- resource management
- geographically distributed
- mobile agents
- distributed database systems
- model free
- concurrent systems
- state abstraction
- real time systems
- learning algorithm
- reward function
- data availability
- search space
- computing environments
- fixed point