Comparison of Deep Reinforcement Learning Algorithms in Data Center Cooling Management: A Case Study.
Tianyang HuaJianxiong WanShan JaffryZeeshan RasheedLeixiao LiZhiqiang MaPublished in: SMC (2021)
Keyphrases
- data center
- reinforcement learning algorithms
- business continuity
- reinforcement learning
- electrical energy
- cloud computing
- mission critical
- model free
- markov decision processes
- state space
- cost effective
- disaster recovery
- power consumption
- reinforcement learning problems
- function approximation
- virtual machine
- eligibility traces
- reinforcement learning methods
- learning algorithm
- data management
- temporal difference
- cloud storage
- energy consumption
- reward function
- carbon dioxide
- smarter planet
- real time
- dynamic programming
- reward shaping