Resource Allocation for Heterogeneous Service in Green Mobile Edge Networks Using Deep Reinforcement Learning.
Siyuan SunYing ZhengJunhua ZhouJiuxing XingYifei WeiXiaojun WangPublished in: KSII Trans. Internet Inf. Syst. (2021)
Keyphrases
- scheduling algorithm
- grid environment
- resource allocation
- reinforcement learning
- grid resource
- mobile devices
- allocate resources
- multimedia services
- mobile services
- resource usage
- computing environments
- allocation problems
- grid computing environment
- resource management
- model free
- resource allocation problems
- resource consumption
- optimal resource allocation
- scarce resources
- dynamic resource allocation
- network resources
- learning algorithm
- multi agent
- markov decision processes
- service providers
- learning process
- allocation strategies
- flow network
- cellular networks
- virtual organization
- resource allocation decisions
- distributed resource allocation
- state space