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 admin client. You will find information here about setting up the system with all the available components and the Admin API for operating FL. For instructions on how to set up the NVFLARE Dashboard UI added in 2.2.1 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.

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.

• Overview
• Operating NVFLARE - Admin Client, Commands, FLAdminAPI
• NVIDIA FLARE Application
• Jobs: Defining Jobs and Multi-Job Execution
• NVIDIA FLARE Workspace
• Federated Authorization