Optical Network Diagnostics Using Graph Neural Networks and Natural Language Processing

被引：0

作者：

Xu, Xiaonan

Chen, Haoshuo ^{[1
]}

Simsarian, Jesse E. ^{[1
]}

Ryf, Roland ^{[1
]}

Mazur, Mikael ^{[1
]}

Dallachiesa, Lauren ^{[1
]}

Fontaine, Nicolas K. ^{[1
]}

Neilson, David T. ^{[1
]}

机构：

[1] Nokia Bell Labs, 600 Mt Ave, Murray Hill, NJ 07974 USA

来源：

2023 OPTICAL FIBER COMMUNICATIONS CONFERENCE AND EXHIBITION, OFC | 2023年

关键词：

D O I：

10.1364/OFC.2023.M3G.5

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

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. (c) 2023 The Author(s)

引用

页数：3

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