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)
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页数：3
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