F5G Use Cases for Industrial Automation
The digital transformation of industrial automation is one of the most vibrant eco systems placing stringent requirements on the communication infrastructure. In this presentation we will highlight industry 4.0 applications, their requirements and initial results of proof-of-concept (PoC) experiments. We will also provide an outlook on currently emerging open lab infrastructures in Berlin that will enable collaborative work on future F5G and beyond industrial use cases and PoCs.
Automated Dataset Generation for QoT Estimation in Coherent Optical Communication Systems.
We demonstrate sophisticated laboratory automation and data pipeline capable of generating large, diverse, and high-quality public datasets. The demo covers the full workflow from setup reconfiguration to data monitoring and storage, represented on a digital replica of the setup and updated in near real-time.
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
