Machine Learning Algorithms for Prediction of the Quality of Transmission in Optical Networks

Machine Learning Algorithms for Prediction of the Quality of Transmission in Optical Networks

Increasing demand in the backbone Dense Wavelength Division (DWDM) Multiplexing network traffic prompts an introduction of new solutions that allow increasing the transmission speed without significant increase of the service cost. In order to achieve this objective simpler and faster, DWDM network...

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Bibliographic Details
Main Authors: Stanisław Kozdrowski, Paweł Cichosz, Piotr Paziewski, Sławomir Sujecki
Format: Article
Language:English
Published: MDPI AG 2020-12-01
Series:Entropy
Subjects:
artificial intelligence
machine learning
optical networks
quality of transmission
machine learning classifiers
Online Access:https://www.mdpi.com/1099-4300/23/1/7

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