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Conferences > ECEOC > 2022 > Tu2 > Tu2.5
  • European Conference on Optical Communication (ECOC) 2022
  • Technical Digest Series (Optica Publishing Group, 2022),
  • paper Tu2.5

Demonstration of a Real-Time ML Pipeline for Traffic Forecasting in AI-Assisted F5G Optical Access Networks

Mihail Balanici, Geronimo Bergk, Pooyan Safari, Behnam Shariati, Johannes Karl Fischer, and Ronald Freund

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Abstract

We showcase a proof-of-concept demonstration of a ML pipeline for real-time traffic forecasting deployed on a passive optical access network using an XGS-PON compatible telemetry framework. The demonstration reveals the benefits of fine-granular telemetry streaming for QoS monitoring and adaptive capacity adjustment of end-customers.

© 2022 The Author(s)

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