A Reinforcement Learning Based Resource Management Approach for Time-critical Workloads in Distributed Computing Environment.
Zixia LiuHong ZhangBingBing RaoLiqiang WangPublished in: IEEE BigData (2018)
Keyphrases
- resource management
- distributed computing environment
- reinforcement learning
- distributed computing systems
- distributed computing
- distributed environment
- distributed processing
- resource allocation
- management system
- grid computing
- intelligent agents
- computing environments
- resource utilization
- resource discovery
- learning algorithm
- quality of service
- access patterns
- database systems
- multi agent
- computer systems
- machine learning
- mobile agents
- virtual machine
- peer to peer
- distributed systems
- data processing
- service discovery
- multimedia
- java platform