物联网与大数据分析综述

Abu Fuad Ahmad, Md. Shohel Sayeed, Choo Peng Tan, K. Tan, Md Ahsanul Bari, Ferdous Hossain
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引用次数: 6

摘要

物联网(IoT)是物理和数字技术世界融合的强大变革性力量。物联网正在实时、大规模地连接事物、企业和人。物联网是由相互连接的设备组成的网络,其中包含执行器、传感器、电子设备、软件和连接,使这些设备能够连接、交互和传输数据。连接的设备和软件以产生大量数据的方式工作,大数据就出现了。大数据这个术语代表了本质上非常庞大和复杂的各种信息集。大数据为管理和使用大量数据提供了更好的方式,并有机会进行更深入、更丰富的分析。尽管已经进行了大量的大数据分析和物联网研究,但这两个研究领域的重叠为物联网环境中蓬勃发展的数据分析创造了各种可能性。本文全面回顾了物联网在大数据和分析方面的最新进展。我们还对这些领域之间的关系作了回顾。我们将讨论物联网和大数据分析的应用领域,以及在物联网系统中启用分析所创造的机会。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Review on IoT with Big Data Analytics
The Internet of Things (IoT) is a powerful and transformative force for the convergence of the physical and digital world of technology. The IoT is connecting things, businesses, and people in real-time and on a massive scale. The IoT is the network of interconnected devices that contains actuators, sensors, electronics, software and connectivity which lets these things connect, interact and transfer data. Connected devices and software work in ways that produce massive amounts of data where Big Data comes into the picture. The terminology of Big Data represents diverse sets of information that are both very large and complex in nature. Big data offers a better way of managing and using a large amount of data with the opportunity to conduct deeper and richer analysis. Although the extensive number of big data analytics and IoT studies has been performed, the overlapping of the two fields of study creates various possibilities for thriving data analysis in the IoT environment. This paper presents a thorough review of the recent advancement of IoT with big data and analytics. We also make a review of the relationship between these fields. We present a discussion on the application area of IoT and big data analytics as well as the opportunities created by enabling analytics in an IoT system.
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