Communication-Efficient Federated Deep Learning with Asynchronous Model Update and Temporally Weighted Aggregation

Yang Chen, Xiaoyan Sun, Yaochu Jin

Federated learning obtains a central model on the server by aggregating models trained locally on clients. As a result, federated learning does not require clients to upload their…