Real-World Federated Learning

This section shows how to use NVIDIA FLARE to deploy and operate an FL system. A reference application will be used here to show provisioning and basic operation of the system through the FLARE console and FLARE API. To deploy on the cloud, see Cloud Deployment.

For instructions on how to set up the NVFLARE Dashboard UI to help gather information to provision a project and distribute startup kits, see Dashboard in NVIDIA FLARE.

For more details on what you can do with apps with custom components and the flexibility that the Controller and Worker APIs bring, see the Programming Guide.

For setting up authorization policies, see federated authorization.

You can also see some example applications integrating with Clara Train and MONAI to see the capabilities of the system and how it can be operated.