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Personalized Federated Learning for Intelligent IoT Applications: A Cloud-Edge Based Framework

Personalized Federated Learning for Intelligent IoT Applications: A Cloud-Edge Based Framework

Internet of Things (IoT) have widely penetrated in different aspects of modern life and many intelligent IoT services and applications are emerging. Recently, federated learning is proposed to train a globally shared model by exploiting a massive amount of user-generated data samples on IoT devices while preventing data leakage. However, …