At ScaDS.AI Dresden/Leipzig, we focus on composable scalable agile, and secure computing architectures, investigated with a focus on the overall system architecture. We are working on scalable and secure software architectures and online workflows. Furthermore, we are exploring the benefits of our agile and scalable hardware/software computing platform for a variety of applications. We closely collaborate with the federated learning group.