Towards Federated Learning at Scale: System Design

Keith Bonawitz, Hubert Eichner, Wolfgang Grieskamp, Dzmitry Huba, Alex Ingerman, Vladimir Ivanov, Chloé Kiddon, Jakub Konecný, Stefano Mazzocchi, Brendan McMahan, Timon Van Overveldt, David Petrou, Daniel Ramage, Jason Roselander. Towards Federated Learning at Scale: System Design. In Ameet Talwalkar, Virginia Smith, Matei Zaharia, editors, Proceedings of Machine Learning and Systems 2019, MLSys 2019, Stanford, CA, USA, March 31 - April 2, 2019. mlsys.org, 2019. [doi]

Authors

Keith Bonawitz

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Hubert Eichner

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Wolfgang Grieskamp

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Dzmitry Huba

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Alex Ingerman

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Vladimir Ivanov

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Chloé Kiddon

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Jakub Konecný

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Stefano Mazzocchi

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Brendan McMahan

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Timon Van Overveldt

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David Petrou

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Daniel Ramage

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Jason Roselander

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