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Conferences > OFC > 2023 > M3G > M3G.5

Optical Network Diagnostics Using Graph Neural Networks and Natural Language Processing

Xiaonan Xu, Haoshuo Chen, Jesse E. Simsarian, Roland Ryf, Mikael Mazur, Lauren Dallachiesa, Nicolas K. Fontaine, and David T. Neilson

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Abstract

We propose an AI-powered network diagnostic strategy including alarm clustering and fault localization with >98% accuracy for up-to 16-degree ROADMs and demonstrate the advantages of using NLP in encoding.

© 2023 The Author(s)

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