A Hierarchical Framework of Cloud Resource Allocation and Power Management Using Deep Reinforcement Learning.
Ning LiuZhe LiZhiyuan XuJielong XuSheng LinQinru QiuJian TangYanzhi WangPublished in: CoRR (2017)
Keyphrases
- resource allocation
- reinforcement learning
- power management
- resource allocation problems
- resource management
- optimal resource allocation
- data center
- power consumption
- transfer learning
- combinatorial auctions
- allocate resources
- dynamic resource allocation
- scarce resources
- quality of service
- resource requirements
- multi agent
- cloud computing environment
- allocation strategies
- database