HeteroSwitch: Characterizing and Taming System-Induced Data Heterogeneity in Federated Learning.

Mon, 01 Jan 2024 00:00:00 +0100

Gyudong Kim, Mehdi Ghasemi, Soroush Heidari, Seungryong Kim, Young Geun Kim, Sarma B. K. Vrudhula, Carole-Jean Wu:
HeteroSwitch: Characterizing and Taming System-Induced Data Heterogeneity in Federated Learning. MLSys 2024