Federated deep reinforcement learning-based online task offloading and resource allocation in harsh mobile edge computing environment.
Hui XiangMeiyu ZhangChengfeng JianPublished in: Clust. Comput. (2024)
Keyphrases
- computing environments
- resource allocation
- reinforcement learning
- mobile computing
- resource management
- resource allocation problems
- pervasive computing
- service discovery
- cloud computing environment
- mobile agents
- optimal resource allocation
- grid computing
- allocation problems
- scarce resources
- resource usage
- context awareness
- distributed resource allocation
- learning algorithm
- online learning
- trading agents
- reinforcement learning algorithms
- computing platform
- combinatorial auctions
- optimal policy
- resource allocation decisions
- allocate resources
- context aware
- dynamic resource allocation
- pervasive computing environments
- sensor networks
- distributed systems
- allocation strategies
- wireless networks
- markov decision processes