Dynamic Task Allocation and Service Migration in Edge-Cloud IoT System Based on Deep Reinforcement Learning.
Yan ChenYanjing SunChenyang WangTarik TalebPublished in: IEEE Internet Things J. (2022)
Keyphrases
- cloud computing
- reinforcement learning
- service providers
- management system
- cloud services
- private cloud
- cloud platform
- multi tenant
- service level agreements
- service quality
- function approximation
- service oriented
- edge detector
- real time
- markov decision processes
- data management
- edge detection
- state space
- web services
- data center
- big data
- service discovery
- model free
- end users
- computing environments
- service composition
- temporal difference
- dynamic programming
- learning algorithm