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Publication - Mr Alex Mavromatis

    Field Trial of Machine-Learning-Assisted and SDN-Based Optical Network Management

    Citation

    Yan, S, Khan, FN, Mavromatis, A, Fan, Q, Frank, H, Nejabati, R, Lau, APT & Simeonidou, D, 2019, ‘Field Trial of Machine-Learning-Assisted and SDN-Based Optical Network Management’. in: 2019 Optical Fiber Communications Conference and Exhibition, OFC 2019 - Proceedings. Optical Society of America (OSA)

    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.

    Full details in the University publications repository