@inproceedings{ae16b0d8b74e44dabc9d4be528c2a79d,
title = "Field Trial of Machine-Learning-Assisted and SDN-Based Optical Network Management",
abstract = "In this paper, we reported machine-learning based network dynamic abstraction over a field-trial testbed. The implemented network-scale NCMDB allows the ML-based quality-of-transmission predictor abstract dynamic link parameters for further network planning.",
author = "Shuangyi Yan and Khan, {Faisal Nadeem} and Alex Mavromatis and Qirui Fan and Hilary Frank and Reza Nejabati and Lau, {Alan Pak Tao} and Dimitra Simeonidou",
year = "2019",
month = apr,
day = "22",
doi = "10.1364/OFC.2019.M2E.1",
language = "English",
series = "2019 Optical Fiber Communications Conference and Exhibition, OFC 2019 - Proceedings",
publisher = "Optical Society of America (OSA)",
booktitle = "2019 Optical Fiber Communications Conference and Exhibition, OFC 2019 - Proceedings",
address = "United States",
note = "2019 Optical Fiber Communications Conference and Exhibition, OFC 2019 ; Conference date: 03-03-2019 Through 07-03-2019",
}