no code implementations • 28 Sep 2022 • Ping Luo, Jieren Cheng, Zhenhao Liu, N. Xiong, Jie Wu
However, the clients' Non-Independent and Identically Distributed (Non-IID) data negatively affect the trained model, and clients with different numbers of local updates may cause significant gaps to the local gradients in each communication round.
no code implementations • 14 Nov 2019 • Muhammad Alrabeiah, Andrew Hredzak, Zhenhao Liu, Ahmed Alkhateeb
It is developed to be a parametric, systematic, and scalable data generation framework.