Geographical Node Clustering and Grouping to Guarantee Data IIDness in Federated Learning

Minkwon Lee, Hyoil Kim, Changhee Joo

Federated learning (FL) is a decentralized AI mechanism suitable for a large number of devices like in smart IoT. A major challenge of FL is the non-IID dataset problem, originatin…