Towards Enabling IoT Systems with Edge Intelligence

Nada GabAllah, Ibrahim Farrag, Omar El Nawawy, Ramy Khalil,Hossam Sharara, Tamer ElBatt

2021 IEEE International Conference on Smart Internet of Things (SmartIoT)（2021）

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摘要

In this paper, we design, prototype and evaluate the performance of a novel IoT system with an intelligent edge. Our proposed design spans a modular three-tier IoT system architecture including the edge, gateway and cloud tiers. The proposed system leverages the local data acquired at the edge to build a distributed machine learning framework for local predictions and real-time responses at the ed...

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关键词

Performance evaluation,Transfer learning,Prototypes,Systems architecture,Logic gates,Predictive models,Data models

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