Edge computing is a key-enabling technology that meets continuously increasing
requirements for the intelligent Internet-of-Things (IoT) applications. To cope
with the increasing privacy leakages of machine learning while benefiting from
unbalanced data distributions, federated learning has been wildly adopted as a
novel intelligent edge computing framework with a localized training mechanism.
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