Toward Reinforcement-Learning-Based Service Deployment of 5G Mobile Edge Computing with Request-Aware Scheduling.
Yanlong ZhaiTianhong BaoLiehuang ZhuMeng ShenXiaojiang DuMohsen GuizaniPublished in: IEEE Wirel. Commun. (2020)
Keyphrases
- reinforcement learning
- mobile services
- mobile environments
- edge detection
- service requests
- user requests
- edge detector
- mobile devices
- value added services
- scheduling problem
- scheduling algorithm
- mobile phone
- service oriented
- function approximation
- telecommunications industry
- service composition
- context aware services
- mobile networks
- resource allocation
- service management
- scheduling policies
- edge information
- multimedia services
- service discovery
- grid environment
- admission control
- service systems
- physical location
- mobile computing
- service providers
- optimal policy
- markov decision processes
- information services
- smart phones
- learning algorithm
- internet services
- network infrastructure
- mobile applications
- end to end
- load balancing
- parallel machines
- end users
- dynamic programming
- multi agent
- wireless internet
- capacity allocation