Big data and IoT-based applications in smart environments: A systematic review

Hajjaji, Yosra; Boulila, Wadii; Farah, Imed Riadh; Romdhani, Imed; Hussain, Amir

Abstract

This paper reviews big data and Internet of Things (IoT)-based applications in smart environments. The aim is to identify key areas of application, current trends, data architectures, and ongoing challenges in these fields. To the best of our knowledge, this is a first systematic review of its kind, that reviews academic documents published in peer-reviewed venues from 2011 to 2019, based on a four-step selection process of identification, screening, eligibility, and inclusion for the selection process. In order to examine these documents, a systematic review was conducted and six main research questions were answered. The results indicate that the integration of big data and IoT technologies creates exciting opportunities for real-world smart environment applications for monitoring, protection, and improvement of natural resources. The fields that have been investigated in this survey include smart environment monitoring, smart farming/agriculture, smart metering, and smart disaster alerts. We conclude by summarizing the methods most commonly used in big data and IoT, which we posit to serve as a starting point for future multi-disciplinary research in smart cities and environments.

Citation

Hajjaji, Y., Boulila, W., Farah, I. R., Romdhani, I., & Hussain, A. (2021). Big data and IoT-based applications in smart environments: A systematic review. Computer Science Review, 39, Article 100318. https://doi.org/10.1016/j.cosrev.2020.100318

• Journal Article Type: Review
• Acceptance Date: Nov 14, 2020
• Online Publication Date: Nov 26, 2020
• Publication Date: 2021-02
• Deposit Date: Mar 18, 2021
• Publicly Available Date: Nov 27, 2021
• Journal: Computer Science Review
• Print ISSN: 1574-0137
• Publisher: Elsevier
• Peer Reviewed: Peer Reviewed
• Volume: 39
• Article Number: 100318
• DOI: https://doi.org/10.1016/j.cosrev.2020.100318
• Keywords: Systematic review, Internet of Things (IoT), Big data, Smart environment applications, Deep Learning
• Public URL: http://researchrepository.napier.ac.uk/Output/2753866