Operational Management of Data Centers Energy Efficiency by Dynamic Optimization -Based on a Vector Autoregressive Model- Reinforcement Learning(VAR-RL) Approach.
Yang HaiTruong Van NguyenYoungseok ChoiMohammed BahjaHabin LeePublished in: CERC (2020)
Keyphrases
- energy efficiency
- data center
- reinforcement learning
- dynamic optimization
- autoregressive model
- power consumption
- cloud computing
- energy consumption
- nature inspired
- power management
- function approximation
- state space
- cost effective
- high performance computing
- autoregressive
- decision making
- wireless sensor networks
- energy saving
- data management
- smarter planet
- energy aware
- management system
- feature vectors
- learning algorithm
- multi agent
- machine learning
- transfer learning
- sensor networks
- wavelet decomposition
- network management
- wavelet domain
- portfolio management
- database systems
- neural network
- smart home
- data sets