Joint Optimization of Packet and Optical layers of a Core Network Using SDN Controller, CD ROADMs and machine-learning-based traffic prediction
Gagan L. Choudhury, Gaurav Thakur, Simon Tse · 2019
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.