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- 13:54, 29 March 2025 Idvsrevanth talk contribs created page Federated Learning (Created page with "== Federated Learning in Edge Computing == === 1. Overview and Fundamentals === '''Federated Learning (FL)''' is a decentralized machine learning paradigm where edge devices (clients) collaboratively train a global model under the orchestration of a central or distributed aggregator, while retaining all local data on-device. This approach aligns closely with edge computing goals of privacy, efficiency, and low-latency intelligence. Key benefits include: * Preserving u...")