Comparative Evaluation of Data Decoupling Techniques for Federated Machine Learning with Database as a Service

no code implementations • 15 Mar 2023 • Muhammad Jahanzeb Khan, Rui Hu, Mohammad Sadoghi, Dongfang Zhao

To evaluate this approach, the authors develop a framework called Data-Decoupling Federated Learning (DDFL) and compare it with state-of-the-art FL systems that tightly couple data management and computation.

Federated Learning Management