Confidentiality-Preserving Real-Time Soft-Failure Localization in Optical Networks
This paper introduces a real-time, confidentiality-preserving method for failure detection and localization in optical networks, leveraging PCA for data transformation. Results show its effectiveness in monitoring short-term data while ensuring minimal data exposure to third-party services.
Authors
- Luca Valcarenghi (ORCID: https://orcid.org/0000-0002-6695-5032)
- Andrea Sgambelluri (ORCID: https://orcid.org/0000-0001-7435-0458)
- Emilio Paolini (ORCID: https://orcid.org/0000-0001-7486-9268)
- Moisés Silva
- Azarm Yeganehfallah
Institutions
- Los Alamos National Laboratory (US)
- Scuola Superiore Sant'Anna (IT)
Publication Details
- Published
- 2025-06-29
- DOI
- https://doi.org/10.23919/oecc/psc62146.2025.11110697
- Primary Topic
- Integrated Circuits and Semiconductor Failure Analysis
- Type
- article
- Field-Weighted Citation Impact
- 0.00