Joint Optimization of Packet and Optical Layers of a Core Network using SDN Controller, CD ROADMs and Machine-Learning-Based Traffic Prediction

We show significant cost savings and improved robustness by combining machine learning with joint global optimization of IP and optical layers in a core network through the use of SDN, CD ROADMs and DFCC devices.