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Predictive analytics on IoT

机译:物联网的预测分析

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摘要

The next technological disruption in the field of Internet of Things (IoT) is the predictive analytics on IoT. The predictive analytics on IoT not only helps us in achieving the goal of smart IoT devices but also reduces the time required to configure the IOT appliances. The branch of predictive analytics came into existence very recently after extensive research in the field of Data Analytics. Although the IOT process generates enormous amount of data it is of no use until properly analyses and reviewed. After the analysis process the next step in the process is to implement the result in achieving higher efficiency. The process involves use of proper classification and clustering tool which helps us in managing big dataset generated by the IoT appliances. In this paper we have covered value points and challenges faced while applying predictive analytics on IoT so that the huge dataset generated by the IoT devices can be utilized to make life easier and accomplish the goal of smart automation.
机译:物联网(IoT)领域的下一个技术突破是对物联网的预测分析。物联网的预测分析不仅可以帮助我们实现智能物联网设备的目标,还可以减少配置物联网设备所需的时间。在数据分析领域进行了广泛的研究之后,预测分析的分支才刚刚出现。尽管物联网过程产生了大量数据,但只有经过适当的分析和审查,它才有用。在分析过程之后,过程的下一步是实施结果以实现更高的效率。该过程涉及使用适当的分类和聚类工具,可帮助我们管理由IoT设备生成的大型数据集。在本文中,我们涵盖了将预测分析应用于物联网时所面临的价值点和挑战,从而可以利用物联网设备生成的庞大数据集来简化生活并实现智能自动化的目标。

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