Distributed Autonomous Virtual Resource Management in Datacenters Using Finite-Markov Decision Process.
Haiying ShenLiuhua ChenPublished in: IEEE/ACM Trans. Netw. (2017)
Keyphrases
- resource management
- markov decision process
- resource allocation
- management system
- state space
- grid systems
- quality of service
- cooperative
- optimal policy
- grid computing
- markov decision processes
- intelligent agents
- resource utilization
- peer to peer
- reinforcement learning
- computing resources
- resource usage
- resource manager
- initial state
- multi agent
- infinite horizon
- distributed systems
- transition probabilities
- computing environments
- admission control
- stationary policies
- dynamic programming
- search space
- call admission control
- java platform
- end to end quality of service