Noise-aware Client Selection for carbon-efficient Federated Learning via Gradient Norm Thresholding

Patrick Wilhelm, Inese Yilmaz, Odej Kao

Training large-scale Neural Networks requires substantial computational power and energy. Federated Learning enables distributed model training across geospatially distributed data…