Auxo: Efficient Federated Learning via Scalable Client Clustering

no code implementations • 29 Oct 2022 • Jiachen Liu, Fan Lai, Yinwei Dai, Aditya Akella, Harsha Madhyastha, Mosharaf Chowdhury

In this paper, we explore an additional layer of complexity to mitigate such heterogeneity by grouping clients with statistically similar data distributions (cohorts).

Clustering Federated Learning