FedLess Architecture Diagram

FedLess is a Serverless Federated Learning framework I built for my master’s thesis. It facilitates private and secure training of deep neural networks across large numbers of remote clients and multiple commercial and self-hosted FaaS platforms. For more information have a look at the paper we presented at IEEE BigData 2021.

Andreas Grafberger
Andreas Grafberger
Software and ML Engineer