Published in
Optical Fiber Communication Conference (OFC) 2021, 2021
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Demonstration of Machine-Intelligent Soft-Failure Localization Using SDN Telemetry
Proceedings article published in 2021 by
Rossano P. Pinto,
Kayol S. Mayer,
Jonathan A. Soares,
Dalton S. Arantes,
Darli A. A. Mello 
,
Vinicius Cavalcante,
Leonardo L. Santos,
Filipe D. Moraes,
Christian E. Rothenberg
,
Vinicius Cavalcante,
Leonardo L. Santos,
Filipe D. Moraes,
Christian E. Rothenberg
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Abstract
We demonstrate a soft-failure localization framework using SDN-based network-wide telemetry. Soft failures are generated in a small-scale laboratory environment and collected in an SDN architecture. Failure localization is accomplished by ML algorithms.