Using AI-enabled Edge Cloud Technologies to Strengthen Europe’s...
Talkat Open Source Summit Europe 2023 · on Tuesday, 2023-09-19· at 11:37· Room 3F (3JAUREGIA - Floor 3), Abandoibarra Etorb., 4, 48011 Bilbao, Bizkaia, Spain·
summary
IKERLAN describes deployed systems that keep raw factory data local while building a global model via federated learning with Flower and MLflow, applied to predictive maintenance, visual defect detection and time‑series on rolling machines; a production platform manages MLOps lifecycle, concept‑drift triggers and model deployment across sites; the COGNIT project builds a COGNIT distributed FaaS so IoT devices can offload tasks to the cloud‑edge continuum and a shared data space with open‑source connector enables exchanging models and data across Mondragon partners.
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chapters (5)
- 0:00AI-enabled Edge Cloud intro
- 2:06Open source for AI deployment
- 3:54Federated learning for industry
- 5:59Sovereign Cloud Continuum for IoT
- 8:09Q&A on data trust
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