Aergia: Leveraging Heterogeneity in Federated Learning Systems

Bart Cox, Lydia Y. Chen, Jérémie Decouchant

Federated Learning (FL) is a popular approach for distributed deep learning that prevents the pooling of large amounts of data in a central server. FL relies on clients to update a…