IEEE - Institute of Electrical and Electronics Engineers, Inc. - Supervised Machine Learning Techniques for Quality of Transmission Assessment in Optical Networks

2018 20th International Conference on Transparent Optical Networks (ICTON)

Author(s): Javier Mata ; Ignacio de Miguel ; Ramon J. Duran ; Juan Carlos Aguado ; Noemi Merayo ; Lidia Ruiz ; Patricia Fernandez ; Ruben M. Lorenzo ; Evaristo J. Abril ; Ioannis Tomkos
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 July 2018
Conference Location: Bucharest, Romania, Romania
Conference Date: 1 July 2018
Page(s): 1 - 4
ISBN (Electronic): 978-1-5386-6605-0
ISBN (USB): 978-1-5386-6604-3
ISSN (Electronic): 2161-2064
DOI: 10.1109/ICTON.2018.8473819
Regular:

We propose and compare a number of machine learning models to classify unestablished lightpaths into high or low quality of transmission (QoT) categories in impairment-aware wavelength-routed... View More

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