Joint Service Migration and Resource Allocation in Edge IoT System Based on Deep Reinforcement Learning.
Fangzheng LiuHao YuJiwei HuangTarik TalebPublished in: IEEE Internet Things J. (2024)
Keyphrases
- resource allocation
- reinforcement learning
- management system
- grid environment
- resource management
- resource sharing
- allocate resources
- resource usage
- optimal resource allocation
- resource allocation and scheduling
- grid resource
- service providers
- resource allocation problems
- grid computing environment
- allocation problems
- service oriented
- machine learning
- web services
- resource requirements
- reinforcement learning algorithms
- markov decision processes
- resource allocation decisions
- cloud computing
- scarce resources
- model free
- information services
- directed graph
- allocation strategies
- response time
- dynamic resource allocation
- market equilibrium
- combinatorial auctions