At the Chair of Computer Architecture and Parallel Systems, Mohak Chadha, Anshul Jindal, and Michael Gerndt are working on the development of a framework called FedLess that leverages serverless computing technologies to enable Federated Learning (FL) across a heterogeneous fabric of Function-as-a-Service Platforms.
The credits for Google Cloud will help to (i) improve and extend Fedless to enable high-performance FL using serverless computing technologies and (ii) to demonstrate the viability of using serverless for FL through a comprehensive comparison of FedLess with traditional stateful FL systems hosted on virtual machines.
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