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oaioai:iris.polito.it:11583/2917842

A Data-Driven Approach to Autonomous Management of Photonic Switching System

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Publication date
1 January 2021
Publisher
IEEE
Doi

    Abstract

    We propose a data-driven approach based on Machine Learning (ML) to predict control signals of a photonic switching system. The proposed ML agent is trained and tested in a completely topological and technological agnostic way and we envision its application in real-time control-planes

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    PORTO@iris (Publications Open Repository TOrino - Politecnico di Torino)

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    Last time updated on 15/07/2022

    This paper was published in PORTO@iris (Publications Open Repository TOrino - Politecnico di Torino).

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