Presentation Information
[ThG1-3]Multi-modal Data Fusion with Knowledge Graph for Alarm Root Cause Analysis in Optical Networks
○Mofan Wang, Chunyu Zhang, Min Zhang, Danshi Wang (Beijing Univ. of Posts and Telecommunications)
Keywords:
Artificial intelligence and machine learning for optical network design,control,and management
We propose a multi-modal data method for alarm root cause analysis in optical networks, achieving accuracy of 0.926 and F1-score of 0.916 in eight concurrent root alarms identification, along with precise analysis of root causes.