Detection and root cause analysis of performance degradation in optical networks using machine learning

Tremblay, Christine, Mahmoudialami, Ali, Ngani Sigue, Philippe Alain, Pei, Yinqing, Côté, David, Boertjes, David, Demeter, Dacian and Desrosiers, Christian. 2023. « Detection and root cause analysis of performance degradation in optical networks using machine learning ». In 49th European Conference on Optical Communications (ECOC) (Glasgow, Scotland, Oct. 01-05, 2023)

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Abstract

In this paper, we show how multiclass classifiers based on supervised learning can be used for identifying the root cause of performance degradations observed in a production optical network. ©2023 The Author(s)

Item Type:	Conference proceeding
Professor:	Professor Tremblay, Christine Desrosiers, Christian
Affiliation:	Génie électrique, Génie logiciel et des technologies de l'information
Date Deposited:	19 Oct 2023 13:52
Last Modified:	25 Oct 2023 19:33
URI:	https://espace2.etsmtl.ca/id/eprint/27934

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