Create your first FeatureCloud app

Using FeatureCloud (FC) pip package, we can quickly develop federated apps that can be run on the FeatureCloud platform. This story will discuss how beginners can create apps using the FC pip package.

Communicate data across clients

FeatureCloud platform Supports a wide variety of federated applications that can handle various federated scenarios. Such applications’ flexibility demands multiple communication methods to transfer data across the platform. This story covers four supported communication…

Run a FeatureCloud app in the testbed

Federated Learning is the collaborative training of models on private data without moving or…

Executing Federated Machine Learning Workflows in FeatureCloud

Federated machine learning as a…

FeatureCloud App Store: Publish your applications

Once Developers implement their app and successfully test it, they can make it available to the FeatureCloud community. For facilitating app publication and access for developers and end-users, respectively, FC provides the app store, where…

FeatureCloud in practice

FeatureCloud as a federated platform uses docker for containerization in the app and the controller. The controller…

Run FeatureCloud applications with GPU acceleration

FeatureCloud supports GPU acceleration, and in this story, we are going to explain how you can run your application with GPU access using the FeatureCloud platform. For running applications with GPU accelerations, some pre-steps should be…