@inproceedings{382a2dcfb95141e0a1ca1c667c9dd2be,
title = "Quality of Transmission Prediction with Machine Learning for Dynamic Operation of Optical WDM Networks",
abstract = "We propose a cognitive scalable method based on neural networks to address dynamic and agile provisioning of optical physical layer without prior knowledge of network specifications. Experimental demonstrations on a mesh network achieve 90th percentile OSNR prediction of 0.25dB Root-Mean-Squared-Error.",
author = "Payman Samadi and Djamel Amar and Catherine Lepers and Mounia Lourdiane and Keren Bergman",
note = "Publisher Copyright: {\textcopyright} 2017 IEEE.; 43rd European Conference on Optical Communication, ECOC 2017 ; Conference date: 17-09-2017 Through 21-09-2017",
year = "2017",
month = sep,
day = "21",
doi = "10.1109/ECOC.2017.8346216",
language = "English",
series = "European Conference on Optical Communication, ECOC",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "1--3",
booktitle = "43rd European Conference on Optical Communication, ECOC 2017",
}