Demonstration of Machine-Intelligent Soft-Failure Localization Using SDN Telemetry
Rossano Pablo Pinto, Kayol S. Mayer, Jonathan Aguiar Soares, Dalton S. Arantes, Darli A. A. Mello, Vinicius Cavalcante, Leonardo Luis Santos, Filipe D. Moraes, Christian Esteve Rothenberg · 2021
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.