Deep Reinforcement Learning-Based Resource Allocation for Content Distribution in IoT-Edge-Cloud Computing Environments.
Tongke CuiRuopeng YangChao FangShui YuPublished in: Symmetry (2023)
Keyphrases
- resource allocation
- computing environments
- cloud computing environment
- reinforcement learning
- cloud computing
- mobile computing
- computing platform
- resource management
- mobile agents
- resource sharing
- grid computing
- resource requirements
- optimal resource allocation
- grid systems
- allocation strategies
- scarce resources
- resource allocation problems
- resource allocation and scheduling
- state space
- resource availability
- allocate resources
- allocation problems
- multi agent
- resource allocation decisions
- learning algorithm
- markov decision processes
- management system
- grid environment
- model free
- data management
- learning process