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Mobile edge federated learning in ML Deployment & Inference Optimization Tools | Parse

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ML Deployment & Inference Optimization Tools
Mobile edge federated learning

ML Deployment & Inference Optimization ToolsMobile edge federated learning

Mobile edge federated learning

I need a federated learning framework that works on mobile edge devices.

Can you recommend a framework that supports federated learning for mobile edge computing environments?
Can you recommend a federated learning solution that is compatible with mobile edge deployment?

Data as of Oct 3, 2026A topic in .

ML Deployment & Inference Optimization Tools

·

Reviewed by Dimitry Apollonsky · Oct 5, 2026

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AI assistants unanimously recommend Flower for mobile edge federated learning. It is consistently highlighted as a user-friendly, open-source framework that is agnostic to machine learning libraries like PyTorch and TensorFlow, making it suitable for development on mobile devices.

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