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Automation of Fast Configuration Error Diagnosis in Optical Transport Networks — Natural Language Processing is All You Need | IEEE Conference Publication | IEEE Xplore

Automation of Fast Configuration Error Diagnosis in Optical Transport Networks — Natural Language Processing is All You Need


Abstract:

We train language models to automate the diagnosis of OTN configuration errors, and the diagnostic accuracy is up to 97.56%. We additionally demonstrate the effectiveness...Show More

Abstract:

We train language models to automate the diagnosis of OTN configuration errors, and the diagnostic accuracy is up to 97.56%. We additionally demonstrate the effectiveness of the models on a real OTN system.
Date of Conference: 05-09 March 2023
Date Added to IEEE Xplore: 19 May 2023
Print on Demand(PoD) ISBN:979-8-3503-1229-4
Conference Location: San Diego, CA, USA

References

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