Scaling Federated Learning Across Docker, Kubernetes, and Slurm with NVIDIA FLARE

NVIDIA FLARE (Federated Learning Application Runtime Environment) is a software toolkit for developing federated learning applications. As federated learning projects grow from initial single-server, few-client setups to larger deployments, FLARE supports deployment across Docker containers, Kubernetes clusters, and Slurm workload managers. This scalability enables organizations to adapt federated learning workflows to their existing computational infrastructure.