DeepALM: Holistic Optical Network Monitoring based on Machine Learning

6-10 March 2022, OFC, paper M3Z.11.

Cho, J. Y., Pedreno-Manresa, J. J., Patri, S., Abdelli, K., Tropschug, C., Zou, J. & Rydlichowski, P.

Keywords: Optical fibers, Integrated optics, Machine learning, Optical fiber networks, Hardware, Information management, Security

Under a Creative Commons license

Open Acces

Abstract:

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. © 2022 The Author(s)