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Data management techniques for Internet of Things

机译:物联网的数据管理技术

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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 (IIoT) 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.
机译:物联网(IoT)是一种网络范例,其中物理,数字和虚拟对象配备有标识,检测,联网和处理功能,以彼此之间以及与Internet上的其他设备和服务进行通信,从而执行用户的必需任务。提供了许多物联网应用程序,以带来舒适感并促进人类生活。此外,物联网技术在汽车工业中的应用引起了工业物联网(IIoT)的概念,该概念促进了机器和人互动的网络物理系统的使用。由于这些实体所产生的多样性,异构性和大量数据,因此通常不适合使用传统的数据库管理系统。在物联网数据管理系统的设计中,应考虑许多独特的原则。这些不同的原则允许提出几种用于物联网数据管理的方法。一些面向中间件或面向体系结构的解决方案有助于集成生成的数据。其他可用的解决方案提供有效的存储和索引结构化和非结构化数据,以及对NoSQL语言的支持。因此,本文确定了物联网中数据管理中最相关的概念,调查了当前为物联网数据管理提出的解决方案,讨论了最有希望的解决方案,并确定了与该主题相关的开放研究问题,为进一步的贡献提供了指导。

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