[WF2] Enhanced Optical Network Operations

11:45 AM - 12:00 PM JST(2:45 AM - 3:00 AM UTC)

[WF2-3] Confidentiality-Preserving Real-Time Soft-Failure Localization in Optical Networks

○Azarm Yeganehfallah¹, Andrea Sgambelluri¹, Emilio Paolini¹, Moises Felipe Silva², Luca Valcarenghi¹ (1. Scuola Superiore Sant'anna Pisa (Italy), 2. Engineering Institute, Los Alamos National Laboratory (United States of America))

Keywords:

Artificial intelligence and machine learning for optical network design,control,and management,Optical network design,control,management,and security,Machine learning in optical communication networks

This paper introduces a method for failure detection and localization in optical networks that ensures data confidentiality. It effectively operates in real-time on short-term monitored data, enhancing network reliability without exposing sensitive information.