Role of Big Data in Internet of Things Networks

Author:

Saravanan Vijayalakshmi1,Hussain Fatima2,Kshirasagar Naik1

Affiliation:

1. University of Waterloo, Canada

2. Ryerson University, Canada

Abstract

With recent advancement in cyber-physical systems and technological revolutions, internet of things is the focus of research in industry as well as in academia. IoT is not only a research and technological revolution but in fact a revolution in our daily life. It is considered a new era of smart lifestyle and has a deep impact on everyday errands. Its applications include but are not limited to smart home, smart transportation, smart health, smart security, and smart surveillance. A large number of devices connected in all these application networks generates an enormous amount of data. This leads to problems in data storage, efficient data processing, and intelligent data analytics. In this chapter, the authors discuss the role of big data and related challenges in IoT networks and various data analytics platforms, used for the IoT domain. In addition to this, they present and discuss the architectural model of big data in IoT along with various future research challenges. Afterward, they discuss smart health and smart transportation as a case study to supplement the presented architectural model.

Publisher

IGI Global

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Role of Big Data Analytics in the Internet of Things: A Comprehensive Survey;2023 3rd International Conference on Emerging Smart Technologies and Applications (eSmarTA);2023-10-10

2. Improved policy mechanisms for the promotion of future digital business economy during covid-19 pandemic;Electronic Commerce Research;2021-04-21

3. Open Education in Digital Era With Avatar-Based Control and Estimation;Advances in Finance, Accounting, and Economics;2020

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