Machine-Learning-Assisted Routing in SDN-Based Optical Networks
Sebastian Troìa, Alberto Rodríguez, Ignacio Martín, José Alberto Hernández, Óscar González de Dios, Rodolfo Alvizu, Francesco Musumeci, Guido Alberto Maier · 2018
We demonstrate a Machine-Learning-based routing module for software-defined networks. By training with the optimal routing solutions of historical traffic traces, the module can classify traffic matrices to provide real-time routing decisions.