Adaptive edge service deployment in burst load scenarios using deep reinforcement learning.
Jin XuHuiqun YuGuisheng FanJiayin ZhangZengpeng LiQifeng TangPublished in: J. Supercomput. (2024)
Keyphrases
- reinforcement learning
- web services
- service providers
- edge detection
- edge information
- service discovery
- traffic load
- learning capabilities
- load balancing
- optimal policy
- learning process
- multi agent
- end users
- mobile robot
- edge detector
- computing environments
- service composition
- service quality
- multi agent systems
- adaptive control
- reinforcement learning algorithms
- multiscale
- neural network