This document describes two reference architectures that help you create a federated learning platform on Google Cloud. The reference architectures and associated resources that are described in this document support the following:

• Cross-silo federated learning
• Cross-device federated learning, building upon the cross-silo architecture

The intended audiences for this document are cloud architects and AI and ML engineers who want to implement federated learning use cases on Google Cloud. It's also intended for decision-makers who are evaluating whether to implement federated learning on Google Cloud.

Cross-silo and cross-device federated learning on Google Cloud  |  Cloud Architecture Center