Microservice-Based Unsupervised Anomaly Detection Loop for Optical Networks

Carlos Natalino,Carlos Manso,Lluis Gifre,Raul Munoz,Ricard Vilalta,Marija Furdek,Paolo Monti

2022 OPTICAL FIBER COMMUNICATIONS CONFERENCE AND EXHIBITION (OFC)（2022）

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摘要

Unsupervised learning (UL) is a technique to detect previously unseen anomalies without needing labeled datasets. We propose the integration of a scalable UL-based inference component in the monitoring loop of an SDN-controlled optical network. (C) 2022 The Author(s)

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关键词

unsupervised anomaly detection loop,optical networks,microservice-based

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