FedScale: Benchmarking Model and System Performance of Federated Learning at Scale

3 code implementations • 24 May 2021 • Fan Lai, Yinwei Dai, Sanjay S. Singapuram, Jiachen Liu, Xiangfeng Zhu, Harsha V. Madhyastha, Mosharaf Chowdhury

We present FedScale, a federated learning (FL) benchmarking suite with realistic datasets and a scalable runtime to enable reproducible FL research.

Benchmarking Federated Learning +6