Charting the future of optical access networks: an operator's perspective

JS Wey, DA Khotimsky, MT Watts… - Journal of Optical …, 2023 - opg.optica.org
When an end customer praises or complains about “Internet,” the chances are the subject of
the conversation is specifically the access network. Yet network operators were relatively …

Flexible and scalable ML-based diagnosis module for optical networks: a security use case

C Natalino, L Gifre, FJ Moreno-Muro… - Journal of Optical …, 2023 - opg.optica.org
To support the pervasive digital evolution, optical network infrastructures must be able to
quickly and effectively adapt to changes arising from traffic dynamicity or external factors …

Scalable and efficient pipeline for ml-based optical network monitoring

C Natalino, L Gifre, R Muñoz, R Vilalta… - 2023 Optical Fiber …, 2023 - ieeexplore.ieee.org
Scalable and Efficient Pipeline for ML-based Optical Network Monitoring Page 1 Scalable and
Efficient Pipeline for ML-based Optical Network Monitoring Carlos Natalino,1,* Lluis Gifre2 …

Telemetry Framework with Data Sovereignty Features

B Shariati, H Qarawlus, S Biehs… - Optical Fiber …, 2023 - opg.optica.org
Conference title, upper and lower case, bolded, 18 point type, centered Page 1 Telemetry
Framework with Data Sovereignty Features B. Shariati1, H. Qarawlus2, S. Biehs2, J.-J …

Demonstration of data-sovereign telemetry broker for open and disaggregated optical networks

H Qarawlus, S Biehs, B Shariati… - Optical Fiber …, 2023 - opg.optica.org
Demonstration of Data-Sovereign Telemetry Broker for Open and Disaggregated Optical
Networks Page 1 Demonstration of Data-Sovereign Telemetry Broker for Open and …

Autonomous Capacity Adjustment with Dynamic Margin Allocation for Optical Enterprise Links

M Balanici, B Shariati, P Safari, G Bergk… - Optical Fiber …, 2024 - opg.optica.org
Conference title, upper and lower case, bolded, 18 point type, centered Page 1 * Geronimo
Bergk is now with Horváth AG, Rotebühlstraße 100, 70178 Stuttgart, Germany. Autonomous …

Live Demonstration of Autonomous Link-Capacity Adjustment in Optical Metro-Aggregation Networks

M Balanici, P Safari, B Shariati, A Jafari… - 2024 Optical Fiber …, 2024 - ieeexplore.ieee.org
We demonstrate a real-time ML-assisted network automation pipeline for dynamic,
autonomous link-capacity allocation based on traffic-flow forecasting for optical metro …

Unified Monitoring and Telemetry Platform for Future Intelligent Optical Networks

S Shen, J Han, H Li, Y Teng, S Yan… - 2024 24th …, 2024 - ieeexplore.ieee.org
With the advancement of machine learning (ML) in network automation, the importance of
telemetry and monitoring across entire optical networks is paramount. Traditional, localized …

F5G OpenLab: Enabling Twin Transition through Ubiquitous Fiber Connectivity

M Balanici, B Shariati, P Safari… - 2023 23rd …, 2023 - ieeexplore.ieee.org
The paper introduces a new open laboratory, the F5G OpenLab, which aims at fostering the
advancement of fiber-based solutions for everything. F5G OpenLab intends to aid in creating …