An Interpretable Alarm Multi-Root-Cause Localization Method based on Graph Structure in Optical Networks
Conference: ECOC 2024 - 50th European Conference on Optical Communication
09/22/2024 - 09/26/2024 at Frankfurt, Germany
Proceedings: ITG-Fb. 317: ECOC 2024
Pages: 4Language: englishTyp: PDF
Authors:
Wang, Yidi; Pang, Yue; Song, Yuchen; Zhang, Chunyu; Zhang, Lifang; Zhang, Min; Wang, Danshi
Abstract:
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.