An adaptive overload threshold selection process using Markov decision processes of virtual machine in cloud data center.
Zhihua LiPublished in: Clust. Comput. (2019)
Keyphrases
- virtual machine
- data center
- markov decision processes
- cloud computing
- threshold selection
- distributed computing
- operating system
- finite state
- state space
- optimal policy
- power consumption
- computing resources
- cloud computing environment
- planning under uncertainty
- cost effective
- energy consumption
- decision theoretic planning
- reinforcement learning
- reachability analysis
- database
- transition matrices
- smart grid
- reward function
- data management
- low cost
- average reward
- dynamic programming
- databases
- real time