Jongmyeong Lee

Sparsification on Different Federated Learning Schemes: Comparative Analysis

2022 · 2022 13th International Conference on Information and Communication Technology Convergence (ICTC)

High communication overhead is a major bottleneck in federated learning (FL). To overcome this issue, sparsification is utilized in various compression frameworks. Generally, local clients upload the updated weights to the server. However, in sparsification, …