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HeteroSwitch: Characterizing and Taming System-Induced Data Heterogeneity in Federated Learning
Such fragmentation introduces a new type of data heterogeneity in FL, namely \textit{system-induced data heterogeneity}, as each device generates distinct data depending on its hardware and software configurations.
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