Adaptive Service Function Chain Scheduling in Mobile Edge Computing via Deep Reinforcement Learning.
Tianfeng WangJiachen ZuGuyu HuDongyang PengPublished in: IEEE Access (2020)
Keyphrases
- reinforcement learning
- mobile services
- computing environments
- mobile environments
- service providers
- function approximators
- scheduling problem
- value added services
- function approximation
- mobile phone
- admission control
- mobile devices
- state space
- control policy
- service management
- context aware services
- web services
- learning capabilities
- reinforcement learning algorithms
- learning algorithm
- model free
- service composition
- mobile applications
- machine learning
- mobile learning
- mobile users
- dynamic programming
- wireless internet
- telecommunications industry
- edge strength
- multiscale
- learning process
- multimedia services
- np hard
- edge detection
- markov decision processes
- service oriented
- information services
- service quality