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Quality of transmission estimation and performance prediction of lightpaths using machine learning

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Tremblay, Christine, Allogba, Stéphanie et Aladin, Sandra. 2019. « Quality of transmission estimation and performance prediction of lightpaths using machine learning ». In The 45th European Conference on Optical Communication (ECOC) (Dublin, Ireland, Sept. 22-26, 2019)

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Abstract

We show how the quality of transmission can be estimated before lightpath establishment using support vector machine and synthetic data and we illustrate how the long short term memory method can be used for performance prediction after lightpath establishment using field bit error rate data.

Item Type: Conference proceeding
Professor:
Professor
Tremblay, Christine
Affiliation: Génie électrique
Date Deposited: 09 Mar 2020 14:16
Last Modified: 09 Mar 2020 20:04
URI: https://espace2.etsmtl.ca/id/eprint/20381

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