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FedLess: Secure and Scalable Federated Learning Using Serverless Computing
We present FedLess, a Serverless Federated Learning system and framework that facilitates scalable and secure training of Deep Neural Networks across large numbers of clients and multiple commercial and self-hosted FaaS platforms.
Andreas Grafberger, Mohak Chadha, Anshul Jindal, Jianfeng Gu, Michael Gerndt
Automating large-scale data quality verification
Sebastian Schelter, Dustin Lange, Philipp Schmidt, Meltem Celikel, Felix Biessmann, Andreas Grafberger