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Conferences > OFC > 2023 > M3Z > M3Z.12

Scalable and Efficient Pipeline for ML-based Optical Network Monitoring

Carlos Natalino, Lluis Gifre, Raul Muñoz, Ricard Vilalta, Marija Furdek, and Paolo Monti

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Abstract

We demonstrate a scalable processing of OPM data using ML to detect anomalies in optical services at run time. A dashboard will show operational SDN controller metrics, raw OPM data, and the ML assessment results.

© 2023 The Author(s)

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