论文标题

Deepalm:基于机器学习的整体光学网络监视

DeepALM: Holistic Optical Network Monitoring based on Machine Learning

论文作者

Cho, Joo Yeon, Pedreno-Manresa, Jose-Juan, Patri, Sai Kireet, Abdelli, Khouloud, Tropschug, Carsten, Zou, Jim, Rydlichowski, Piotr

论文摘要

我们演示了一个基于机器学习的光网络监控系统,该系统可以在单个解决方案中整合光纤监视,光学硬件的预测维护以及安全信息管理。

We demonstrate a machine learning-based optical network monitoring system which can integrate fiber monitoring, predictive maintenance of optical hardware, and security information management in a single solution.

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