Multi-Resource Network Slicing with Deep Reinforcement Learning for an Optimal QoS Satisfaction Ratio.
Yuancheng LaiHuichu YangChuankai YangPublished in: ICACI (2024)
Keyphrases
- reinforcement learning
- network resources
- network conditions
- resource management
- resource utilization
- optimal control
- quality of service
- dynamic programming
- network model
- computer networks
- user perceived
- bandwidth allocation
- multimedia services
- function approximation
- application level
- real time
- complex networks
- peer to peer
- optimal solution
- web services
- communication networks
- network traffic
- network structure
- network management
- model free
- resource allocation
- response time
- congestion control
- wireless sensor networks
- traffic engineering
- transmission rate
- machine learning