Archivio Istituzionale della RicercaWe demonstrate an open-source real-time telemetry plane unifying SOP-based fiber s ensing w ith o ptical t elemetry a nd n etwork o rchestration. Q ueue-backed streaming feeds an ML-aided classifier for early alerts, enabling proactive restoration.
Open-Source Telemetry Plane for Integrating Optical Sensing with Network Orchestration: ML-Aided Alerts for Proactive Restoration / Ambrosone, R., Malik, G., Schips, R., Straullu, S., Aquilino, F., Nespola, A., Virgillito, E., Curri, V.. - (2026). (2026 Optical Fiber Communications Conference and Exhibition (OFC) Los Angeles (USA) 15–19 March 2026) [10.1364/ofc.2026.m3z.2].
Open-Source Telemetry Plane for Integrating Optical Sensing with Network Orchestration: ML-Aided Alerts for Proactive Restoration
Ambrosone, Renato;Malik, Gulmina;Schips, Riccardo;Straullu, Stefano;Nespola, Antonino;Virgillito, Emanuele;Curri, Vittorio
2026
Abstract
We demonstrate an open-source real-time telemetry plane unifying SOP-based fiber s ensing w ith o ptical t elemetry a nd n etwork o rchestration. Q ueue-backed streaming feeds an ML-aided classifier for early alerts, enabling proactive restoration.
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Utilizza questo identificativo per citare o creare un link a questo documento:
https://hdl.handle.net/11583/3011719