An Important Discussion on Federated Learning Methodologies
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This paper is available on arxiv under CC 4.0 license. The authors aim to minimize the size of the data exchanged during model updates, reducing overhead. Real-world deployment of FL on sensing devices introduces additional challenges, including communication constraints, privacy concerns, and device heterogeneity.