We propose a confidentiality-preserving approach based on distributed principal component analysis (PCA) and telemetry data scrambling to detect hard-failures in optical networks. Experiments in a real optical testbed show the suitability of the proposed disaggregated solution.
Disaggregated Confidentiality-Preserving Scheme for Fault Detection in Optical Networks
Silva M. F.;Sgambelluri A.;Valcarenghi L.;
2024-01-01
Abstract
We propose a confidentiality-preserving approach based on distributed principal component analysis (PCA) and telemetry data scrambling to detect hard-failures in optical networks. Experiments in a real optical testbed show the suitability of the proposed disaggregated solution.File in questo prodotto:
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