FedDES: Discrete Event Based Performance Simulation for Federated Learning Systems

Jan 1, 2025·
Zhonghao Chen
Zhonghao Chen
,
Weicong Chen
,
Duo Zhang
,
Kibaek Kim
,
Guanpeng Li
,
Sheng Di
,
Xiaoyi Lu
· 1 min read
Type
Publication
In The Tenth ACM/IEEE Symposium on Edge Computing (SEC ‘25)

FedDES models federated learning training, communication, and aggregation as lightweight events, enabling systematic performance analysis of complex FL workflows under diverse networking conditions.