• Technical Conference:  30 March – 03 April 2025
  • Exhibition: 01 – 03 April 2025
  • Moscone Center, San Francisco, California, USA
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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

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