Disaggregated Confidentiality-Preserving Scheme for Fault Detection in Optical Networks

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.