Scaling Optical Network Fault Management with Decentralized Graph Learning
- Resource Type
- Conference
- Authors
- Lin, Qunzhi; Chen, Xiaokang; Ouyang, Zhenlin; Gao, Hanyu; Chen, Xiaoliang; Li, Zhaohui
- Source
- 2024 Optical Fiber Communications Conference and Exhibition (OFC) Optical Fiber Communications Conference and Exhibition (OFC), 2024. :1-3 Mar, 2024
- Subject
- Communication, Networking and Broadcast Technologies
Photonics and Electrooptics
Performance evaluation
Location awareness
Fault diagnosis
Optical fiber networks
- Language
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.