DeepEdge: A New QoE-Based Resource Allocation Framework Using Deep Reinforcement Learning for Future Heterogeneous Edge-IoT Applications.
Ismail AlQermJianli PanPublished in: IEEE Trans. Netw. Serv. Manag. (2021)
Keyphrases
- resource allocation
- reinforcement learning
- allocation strategies
- management system
- resource management
- scarce resources
- dynamic resource allocation
- allocation problems
- resource allocation problems
- machine learning
- reinforcement learning algorithms
- resource consumption
- markov decision processes
- cloud computing
- resource availability
- learning process
- web services
- learning algorithm