Reinforcement Learning Assisted Bandwidth Aware Virtual Network Resource Allocation.
Peiying ZhangYu SuJingjing WangChunxiao JiangChing-Hsien HsuShigen ShenPublished in: IEEE Trans. Netw. Serv. Manag. (2022)
Keyphrases
- resource allocation
- optimal resource allocation
- bandwidth allocation
- reinforcement learning
- resource management
- allocation problems
- network resources
- network bandwidth
- dynamic resource allocation
- resource requirements
- learning algorithm
- congestion control
- scarce resources
- allocation strategies
- resource allocation problems
- distributed resource allocation
- resource allocation decisions
- wireless sensor networks
- allocate resources
- resource availability
- resource consumption
- flow network
- resource allocation and scheduling
- state space
- communication networks
- network model
- grid environment
- resource usage
- social welfare
- resource utilization
- markov decision processes
- dynamic environments