An Interpretable Alarm Multi-Root-Cause Localization Method based on Graph Structure in Optical Networks

Konferenz: ECOC 2024 - 50th European Conference on Optical Communication
22.09.2024-26.09.2024 in Frankfurt, Germany

Tagungsband: ITG-Fb. 317: ECOC 2024

Seiten: 4Sprache: EnglischTyp: PDF

Autoren:
Wang, Yidi; Pang, Yue; Song, Yuchen; Zhang, Chunyu; Zhang, Lifang; Zhang, Min; Wang, Danshi

Inhalt:
The proposed interpretable alarm multi-root-cause localization method, based on graph structures, rapidly synthesizes existing experience and outputs results with robust traceability and verification. It maintains an accuracy above 86% for alarm localization with up to three root causes.