Federated Learning

FeatureCloud in practice

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

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…

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…

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.