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.

Machine-Learning-Assisted Routing in SDN-based Optical Networks

TROIA, SEBASTIAN;RODRÍGUEZ BLÁZQUEZ, ALBERTO;Rodolfo Alvizu;Francesco Musumeci;Guido Maier
2018

Abstract

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.
Proceedings of ECOC 2018
978-153864862-9
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Utilizza questo identificativo per citare o creare un link a questo documento: http://hdl.handle.net/11311/1065479
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