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
2018-01-01
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.File in questo prodotto:
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