Traffic Measurement Optimization Based on Reinforcement Learning in Large-Scale IP Backbone Networks.
Huizhi WangLaisen NieZhaolong NingMohammad S. ObaidatRunze ShangPublished in: GLOBECOM (2019)
Keyphrases
- reinforcement learning
- ip addresses
- packet forwarding
- label switching
- traffic engineering
- telecommunication networks
- optimization algorithm
- ip address
- internet traffic
- traffic network
- transportation networks
- internet protocol
- state space
- metro ethernet
- network layer
- network resources
- network traffic
- ad hoc networks
- function approximation
- real time
- real world
- traffic patterns
- cellular networks
- model free
- traffic flow
- road network
- differentiated services
- quality of service
- social networks
- wdm networks
- ip traffic
- wireless access networks
- ip networks
- heterogeneous networks
- network design
- computer networks
- complex networks
- network structure
- markov decision processes
- optimization problems
- multi agent
- learning algorithm
- machine learning