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.
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Wang et al. (2023) studied this question.