NEWS · CODING · #87
Scaling federated learning across Docker, Kubernetes, and Slurm with NVIDIA FLARE
An NVIDIA Developer article describes how NVIDIA FLARE can be used to run and scale federated learning workloads across common orchestration environments — Docker, Kubernetes, and Slurm — offering guidance for moving beyond single-server, few-client setups to larger deployments.
KEY POINTS
- An NVIDIA Developer article describes how NVIDIA FLARE can be used to run and scale federated learning workloads across common orchestration environments — Docker, Kubernetes, and Slurm — offering guidance for moving beyond single-server, few-client setups to larger deployments.
- Practical guidance and tooling support for running federated learning on Docker, Kubernetes, and Slurm address a key operational barrier to deploying FL at scale and can reduce infrastructure friction for practitioners.
- Scaling Federated Learning Across Docker, Kubernetes, and Slurm with NVIDIA FLARE
WHY IT MATTERS
Practical guidance and tooling support for running federated learning on Docker, Kubernetes, and Slurm address a key operational barrier to deploying FL at scale and can reduce infrastructure friction for practitioners.