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Simplified swarm optimization for optimal deployment of fog computing system of industry 4.0 smart factory
Conference paper   Open access   Peer reviewed

Simplified swarm optimization for optimal deployment of fog computing system of industry 4.0 smart factory

Wei-Chang Yeh, Chyh-Ming Lai and Jr-Yu Tsai
Journal of Physics: Conference Series, Vol.1411(1), 012005
12/2019

Abstract

Physics and Astronomy (all)
Fog computing is an emerging technology that can reduce the load on cloud system and decentralize computing resource, thus increasing response speed and reducing time delay. More and More environments in order to achieve intelligence, collect massive amounts of data though IOT devices. Considering deploying fog computing system in these environments can make system faster and more robust. This work creates a simulated factory consisting of a cloud center, gateways, fog devices, edge devices, and different types of sensors. We build an integer programming model and apply metaheuristic method for determining the layout of above devices except of cloud center and all sensors so that can find the cost minimization deployment of the smart factory.
url
https://doi.org/10.1088/1742-6596/1411/1/012005View
Published (Version of record) Open

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