Joint Optimization of Packet and Optical Layers of a Core Network using SDN Controller, CD ROADMs and Machine-Learning-Based Traffic Prediction.
Gagan L. ChoudhuryGaurav ThakurSimon TsePublished in: OFC (2019)
Keyphrases
- joint optimization
- packet switching
- internet traffic
- machine learning
- network traffic
- network devices
- ip traffic
- packet size
- network layer
- wavelength division multiplexing
- switched networks
- network conditions
- packet loss
- intermediate nodes
- traffic light
- quality of service
- network management
- network resources
- optical networks
- network congestion
- telecommunication networks
- internet service providers
- ip addresses
- normal traffic
- ip address
- traffic flow
- traffic load
- packet forwarding
- pattern recognition
- feature selection
- active queue management
- differentiated services
- sparse representation
- multiple description coding
- congestion control
- traffic data
- traffic signal
- data sets
- packet delay
- ip networks
- computer vision
- video quality