Multi-Dimensional Resource Allocation in Distributed Data Centers Using Deep Reinforcement Learning.
Wenting WeiHuaxi GuKun WangJianjia LiXuan ZhangNing WangPublished in: IEEE Trans. Netw. Serv. Manag. (2023)
Keyphrases
- learning agents
- distributed resource allocation
- data center
- multi dimensional
- reinforcement learning
- resource allocation
- multi agent
- cloud computing
- energy efficiency
- power consumption
- energy consumption
- virtual machine
- multi tenant
- carbon dioxide
- cost effective
- grid environment
- optimal resource allocation
- markov decision processes
- distributed systems
- smarter planet
- databases
- resource allocation and scheduling
- allocation problems
- reinforcement learning algorithms
- distributed computing
- distributed environment
- learning algorithm