An Optimal Transport-Based Federated Reinforcement Learning Approach for Resource Allocation in Cloud-Edge Collaborative IoT.
Deqiao GanXiaohu GeQiang LiPublished in: IEEE Internet Things J. (2024)
Keyphrases
- resource allocation
- reinforcement learning
- cloud computing
- power allocation
- optimal resource allocation
- resource allocation problems
- resource management
- dynamic programming
- cloud computing environment
- resource requirements
- game theory
- scarce resources
- allocation strategies
- reinforcement learning algorithms
- allocate resources
- management system
- learning algorithm
- allocation problems
- combinatorial auctions
- worst case
- distributed resource allocation
- resource consumption
- dynamic resource allocation
- state space
- optimal solution
- resource allocation decisions
- distributed computing