Federated Learning with Workload Reduction through Partial Training of Client Models and Entropy-Based Data Selection

Hongrui Shi, Valentin Radu, Po Yang

With the rapid expansion of edge devices, such as IoT devices, where crucial data needed for machine learning applications is generated, it becomes essential to promote their parti…