Reinforcement Learning on Computational Resource Allocation of Cloud-based Wireless Networks.
Beiran ChenYi ZhangGeorge IosifidisMingming LiuPublished in: WF-IoT (2020)
Keyphrases
- resource allocation
- wireless networks
- reinforcement learning
- wireless communication
- resource allocation problems
- resource management
- packet scheduling
- ad hoc networks
- base station
- multi hop
- mobile networks
- resource allocation decisions
- optimal resource allocation
- cellular networks
- allocation problems
- scarce resources
- cloud computing
- resource allocation and scheduling
- cooperative
- learning process
- cross layer
- combinatorial auctions
- state space
- network coding
- allocation strategies
- wired networks
- resource consumption
- reinforcement learning algorithms
- end to end