Live Demonstration of Autonomous Link-Capacity Adjustment in Optical Metro-Aggregation Networks (M3Z.3)
Presenter: Mihail Balanici, Fraunhofer HHI
We demonstrate a real-time ML-assisted network automation pipeline for dynamic, autonomous link-capacity allocation based on traffic-flow forecasting for optical metro aggregation networks. Its performance is compared to that of a classic, static bandwidth provisioning scheme.
Authors:Mihail Balanici, Fraunhofer HHI / Pooyan Safari, Fraunhofer HHI / Behnam Shariati, Fraunhofer HHI / Aydin Jafari, Fraunhofer HHI / Johannes Fischer, Fraunhofer HHI / Ronald Freund, Fraunhofer HHI