A Federated Machine Learning Protocol for Fog Networks

IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)（2021）

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摘要

In this paper, we present a federated learning (FL) protocol for fog networking applications. The fog networking architecture is compatible with the Internet of Things (IoT) edge computing concept of the Internet Engineering Task Force (IETF). The FL protocol is designed and specified for constrained IoT devices extended to the cloud through the edge. The proposed distributed edge intelligence sol...

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关键词

Performance evaluation,Protocols,Conferences,Force,Machine learning,Computer architecture,Internet of Things

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