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ESync: Accelerating Intra-Domain Federated Learning in Heterogeneous Data Centers

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0 Published in 2020 at "IEEE Transactions on Services Computing"

DOI: 10.1109/tsc.2020.3044043

Abstract: Federated Learning (FL) serves privacy-preserving collaborative learning among multiple isolated parties, while retaining their privacy data locally. Cross-device and cross-silo FL have achieved great success in cross-domain applications, in which the scarce communication resource is… read more here.

Keywords: intra domain; domain federated; federated learning; accelerating intra ... See more keywords