The Optimized Reinforcement Learning Approach to Run-Time Scheduling in Data Center.
Wei YanChuang LinShanchen PangPublished in: GCC (2010)
Keyphrases
- data center
- reinforcement learning
- cloud computing
- cost effective
- function approximation
- virtual machine
- scheduling problem
- power management
- data placement
- machine learning
- energy consumption
- energy efficiency
- power consumption
- scheduling algorithm
- carbon dioxide
- optimal policy
- state space
- mission critical
- learning algorithm
- markov decision processes
- resource allocation
- service providers
- data analysis
- information systems
- business continuity
- electrical energy