Power Management Policy for Heterogeneous Data Center Based on Histogram and Discrete-Time MDP.
Marziyeh BayatiPublished in: Electron. Notes Theor. Comput. Sci. (2018)
Keyphrases
- data center
- power management
- optimal policy
- markov decision process
- finite state
- markov decision processes
- cloud computing
- energy efficiency
- power consumption
- cost effective
- markov decision problems
- state space
- reward function
- virtual machine
- energy consumption
- stationary policies
- policy iteration
- reinforcement learning
- infinite horizon
- partially observable markov decision processes
- average reward
- markov chain
- carbon dioxide
- average cost
- dynamic power management
- partially observable
- mission critical
- long run
- business continuity
- wireless sensor networks