Integrating deep reinforcement learning with pointer networks for service request scheduling in edge computing.
Yuqi ZhaoBing LiJian WangDelun JiangDuantengchuan LiPublished in: Knowl. Based Syst. (2022)
Keyphrases
- reinforcement learning
- service requests
- network resources
- scheduling problem
- social networks
- differentiated services
- admission control
- user requests
- function approximation
- data structure
- service providers
- edge detection
- capacity allocation
- scheduling algorithm
- service oriented
- network structure
- state space
- traffic engineering
- service systems
- physical location
- multimedia services
- service quality
- edge information
- service discovery
- mobile devices
- web services
- learning algorithm
- semantic web services
- access points
- service description
- scheduling policies
- machine learning
- service composition
- computer networks
- resource allocation
- load balancing
- call admission control
- grid resource