AlarmGPT: an intelligent operation assistant for optical network alarm analysis using ChatGPT
Yan Wang, Jingye Li, Yanbo Pang, Yue Song, Leiming Zhang, Min Zhang, Dong Wang
Abstract
The AlarmGPT, utilizing professional alarm knowledge and Embeddings API on ChatGPT, has been proposed for processing and analysing optical network alarms. AlarmGPT can complete professional alarm Q&A and achieve high accuracy in alarm compression and fault analysis.
Topics & Concepts
ALARMComputer scienceFault (geology)Real-time computingEngineeringElectrical engineeringGeologySeismologySoftware System Performance and ReliabilityAnomaly Detection Techniques and ApplicationsSmart Grid Security and Resilience