On self-adaptive 5G network slice QoS management system: a deep reinforcement learning approach.
Sheng-Tzong ChengChang Yu HeYa-Jin LyuDer-Jiunn DengPublished in: Wirel. Networks (2023)
Keyphrases
- management system
- reinforcement learning
- network conditions
- real time
- network resources
- resource utilization
- resource management
- quality of service
- next generation networks
- web services
- decision support system
- peer to peer
- dynamic programming
- congestion control
- network structure
- communication networks
- function approximation
- multi agent
- network model
- cross layer
- transmission rate
- application level
- network traffic
- network design
- computer networks
- markov decision processes
- optimal policy
- response time
- wireless sensor networks
- learning algorithm