AWS Partner Network (APN) Blog

Kristopher Kersten

Author: Kristopher Kersten

NVIDIA-APN-Blog-110822

Privacy-Preserving Federated Learning on AWS with NVIDIA FLARE

Federated learning (FL) addresses the need of preserving privacy while having access to large datasets for machine learning model training. The NVIDIA FLARE (which stands for Federated Learning Application Runtime Environment) platform provides an open-source Python SDK for collaborative computation and offers privacy-preserving FL workflows at scale. NVIDIA is an AWS Competency Partner that has pioneered accelerated computing to tackle challenges in AI and computer graphics.