68 citations · 71 across the 3 of their papers we have counts for
3 papers
DeepALM: Holistic Optical Network Monitoring based on Machine Learning
Joo Yeon Cho, Jose-Juan Pedreno-Manresa, Sai Kireet Patri +4
We demonstrate a machine learning-based optical network monitoring system which can integrate fiber monitoring, predictive maintenance of optical hardware, and security information…
ML-based Anomaly Detection in Optical Fiber Monitoring
Khouloud Abdelli, Joo Yeon Cho, Carsten Tropschug
Secure and reliable data communication in optical networks is critical for high-speed internet. We propose a data driven approach for the anomaly detection and faults identificatio…
Automatic Intent-Based Secure Service Creation Through a Multilayer SDN Network Orchestration
Thomas Szyrkowiec, Michele Santuari, Mohit Chamania +5
Growing traffic demands and increasing security awareness are driving the need for secure services. Current solutions require manual configuration and deployment based on the custo…