Measuring Data Similarity for Efficient Federated Learning: A Feasibility Study

Fernanda Famá, Charalampos Kalalas, Sandra Lagen +1

In multiple federated learning schemes, a random subset of clients sends in each round their model updates to the server for aggregation. Although this client selection strategy ai…