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

Shuangyi Yan,Faisal Nadeem Khan,Alex Mavromatis,Qirui Fan,Hilary Frank,Reza Nejabati,Alan Pak Tao Lau,Dimitra Simeonidou

2019 Optical Fiber Communications Conference and Exhibition (OFC)（2019）

引用 10|浏览22

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摘要

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.

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关键词

optical network management,machine-learning-assisted machine-learning-assisted,sdn-based

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