Control of Air Free-Cooled Data Centers in Tropics via Deep Reinforcement Learning.
Duc Van LeYingbo LiuRongrong WangRui TanYew-Wah WongYonggang WenPublished in: BuildSys@SenSys (2019)
Keyphrases
- data center
- reinforcement learning
- cloud computing
- control problems
- electrical energy
- optimal control
- power consumption
- robot control
- cost effective
- energy efficiency
- action selection
- state space
- data placement
- virtual machine
- control system
- carbon dioxide
- high density
- energy consumption
- energy aware
- multi tenant
- data sets
- markov decision processes
- real time
- optimal policy
- learning algorithm
- data analysis
- business continuity
- database