Distributed Autonomous Virtual Resource Management in Datacenters Using Finite-Markov Decision Process.
Liuhua ChenHaiying ShenKaran SapraPublished in: SoCC (2014)
Keyphrases
- resource management
- markov decision process
- resource allocation
- management system
- state space
- grid systems
- markov decision processes
- cooperative
- distributed systems
- optimal policy
- grid computing
- computing resources
- resource utilization
- reinforcement learning
- intelligent agents
- resource manager
- infinite horizon
- quality of service
- multi agent
- reward function
- peer to peer
- network resources
- initial state
- end to end quality of service
- real time
- markov models
- finite number
- computing environments
- open source
- search algorithm