Data management techniques for Internet of Things

被引:87
作者
Diene, Bassirou [1 ]
Rodrigues, Joel J. P. C. [2 ,3 ,4 ]
Diallo, Ousmane [1 ]
Malick Ndoye, El Hadji [1 ]
Korotaev, Valery V. [4 ]
机构
[1] Univ Assane Seck, Dept Informat, Ziguinchor, Senegal
[2] Fed Univ Piaui UFPI, Teresina, PI, Brazil
[3] Inst Telecomunicacoes, Aveiro, Portugal
[4] ITMO Univ, St Petersburg, Russia
关键词
Data management; Internet of Things; IoT applications; Big data; Industrial Internet of Things; DATA-STORAGE; IOT; TAXONOMY; FUTURE; WEB;
D O I
10.1016/j.ymssp.2019.106564
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
Internet of Things (IoT) is a network paradigm in which physical, digital, and virtual objects are equipped with identification, detection, networking, and processing functions to communicate with each other and with other devices and services on the Internet in order to perform the users' required tasks. Many IoT applications are provided to bring comfort and facilitate the human life. In addition, the application of IoT technologies in the automotive industry has given rise to the concept of Industrial Internet of Things (IoT) which facilitated using of Cyber Physic Systems, in which machines and humans interact. Due to the diversity, heterogeneity, and large volume of data generated by these entities, the use of traditional database management systems is not suitable in general. In the design of IoT data management systems, many distinctive principles should be considered. These different principles allowed the proposal of several approaches for IoT data management. Some middleware or architecture-oriented solutions facilitate the integration of generated data. Other available solutions provide efficient storage and indexing structured and unstructured data as well as the support to the NoSQL language. Thus, this paper identifies the most relevant concepts of data management in IoT, surveys the current solutions proposed for IoT data management, discusses the most promising solutions, and identifies relevant open research issues on the topic providing guidelines for further contributions. (C) 2019 Elsevier Ltd. All rights reserved.
引用
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页数:19
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