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Conferences > OFC > 2024 > Th3I > Th3I.2

Scaling Optical Network Fault Management with Decentralized Graph Learning

Qunzhi Lin, Xiaokang Chen, Zhenlin Ouyang, Hanyu Gao, Xiaoliang Chen, and Zhaohui Li

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Abstract

We propose a decentralized graph learning framework for scaling cognitive fault management in optical networks. Results show the proposed design achieves > 96% fault identification and localization accuracy.

© 2024 The Author(s)

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