农业智能水管理物联网平台的可扩展性

Ivan D. Zyrianoff, Alexandre Heideker, Dener Silva, C. Kamienski
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引用次数: 19

摘要

新型智能应用程序的出现需要中间件平台来实现基于物联网的解决方案的快速开发,这些解决方案可以部分托管在雾节点中,也可以托管在传统的云数据中心中。目前,还没有可扩展的开放式物联网平台,但欧盟委员会正在推动FIWARE来填补这一空白。我们分析了FIWARE在不同平台配置下的性能,比较了智能农业中精准灌溉的雾/云和纯云场景。我们的结果揭示了有趣而非直观的发现,例如雾计算并不总是提高整体系统性能,在某些情况下甚至会使其变得更糟。此外,农场和云数据中心之间的网络会导致不同场景之间出现一些意想不到的差异。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Scalability of an Internet of Things Platform for Smart Water Management for Agriculture
The emergence of a new breed of smart applications requires middleware platforms that enable the rapid development of IoT-based solutions, which can be hosted partially in fog nodes, as well as in a traditional cloud datacenter. Currently, there is no scalable de facto open IoT platform but the European Commission is pushing FIWARE to fill this gap. We analyzed the performance of FIWARE under different platform configurations comparing fog/cloud and cloud-only scenarios for precision irrigation in smart farming. Our results reveal interesting and non-intuitive findings, such as that fog computing does not always improve the overall system performance and in some cases it even makes it worse. Also, the network between the farm and the cloud datacenter causes some unexpected differences between different scenarios.
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