IEEE - Institute of Electrical and Electronics Engineers, Inc. - Evaluating Machine Learning Models for QoT Estimation

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

Author(s): Rui Manuel Morais ; Joao Pedro
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.2018.8473941
Regular:

This work evaluates the effectiveness of various machine learning (ML) models when used to predict the Quality of Transmission (QoT) of an unestablished lightpath, speeding up the process of... View More

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