[2606.14354v1] MUFFLe: Efficient Model Update Compression via Generalized Deduplication for Federated Learning
Xiaobo ZhaoDaniel E. LucaniView a PDF of the paper titled MUFFLe: Efficient Model Update Compression via Generalized Deduplication for Federated Learning, by Xiaob... compared with 75~MB for 8-bit quantization, 86~MB for Top-$k$ sparsification, and 310~MB for uncompressed FedAvg. These results demonstrate the feasibility of applying...