Federated Learning on a cluster of Raspberry Pis and Jetson Orin

Federated Learning on a cluster of Raspberry Pis and Jetson Orin

2026-10-19 Categories: Python Machine Learning Edge Computing

A detailed guide to building a federated learning testbed from Raspberry Pi 5 boards and NVIDIA Jetson Orin modules with the Flower framework, covering the theory behind FedAvg, hardware selection, networking, non-IID data, heterogeneous clients, security, monitoring and a complete PyTorch example.

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