基于物联网的云计算监测与管理应用
The monitoring and managing application of cloud computing based on Internet of Things.
作者信息
Luo Shiliang, Ren Bin
机构信息
School of Mathematics & Computer Science, Gannan Normal University, Key Laboratory of Jiangxi Province for Numerical Simulation and Emulation Technique, China.
School of Electronic Engineering, Dongguan University of Technology, China.
出版信息
Comput Methods Programs Biomed. 2016 Jul;130:154-61. doi: 10.1016/j.cmpb.2016.03.024. Epub 2016 Apr 1.
Cloud computing and the Internet of Things are the two hot points in the Internet application field. The application of the two new technologies is in hot discussion and research, but quite less on the field of medical monitoring and managing application. Thus, in this paper, we study and analyze the application of cloud computing and the Internet of Things on the medical field. And we manage to make a combination of the two techniques in the medical monitoring and managing field. The model architecture for remote monitoring cloud platform of healthcare information (RMCPHI) was established firstly. Then the RMCPHI architecture was analyzed. Finally an efficient PSOSAA algorithm was proposed for the medical monitoring and managing application of cloud computing. Simulation results showed that our proposed scheme can improve the efficiency about 50%.
云计算和物联网是互联网应用领域的两大热点。这两项新技术的应用正处于热烈的讨论和研究中，但在医疗监测与管理应用领域的研究却相当少。因此，在本文中，我们研究并分析了云计算和物联网在医疗领域的应用。并且我们致力于将这两种技术在医疗监测与管理领域进行结合。首先建立了医疗保健信息远程监测云平台（RMCPHI）的模型架构。然后对RMCPHI架构进行了分析。最后针对云计算的医疗监测与管理应用提出了一种高效的PSOSAA算法。仿真结果表明，我们提出的方案可以提高效率约50%。
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