Distributed Data Service for Data Management in Internet of Things Middleware

被引:27
|
作者
Huacarpuma, Ruben Cruz [1 ]
de Sousa Junior, Rafael Timoteo [1 ]
de Holanda, Maristela Terto [2 ]
Albuquerque, Robson de Oliveira [1 ]
Garcia Villalba, Luis Javier [3 ]
Kim, Tai-Hoon [4 ]
机构
[1] Univ Brasilia UnB, Technol Coll, Decis Technol Lab LATITUDE,Cybersecur INCT Unit 6, Elect Engn Dept ENE, BR-70910900 Brasilia, DF, Brazil
[2] Univ Brasilia UnB, Dept Comp Sci, BR-70910900 Brasilia, DF, Brazil
[3] Univ Complutense Madrid, GASS, Dept Software Engn & Artificial Intelligence DISI, Fac Comp Sci & Engn, Off 431,Calle Prof Jose Garcia Santesmases 9, E-28040 Madrid, Spain
[4] Sungshin Womens Univ, Dept Convergence Secur, 249-1 Dongseon Dong 3-ga, Seoul 136742, South Korea
来源
SENSORS | 2017年 / 17卷 / 05期
关键词
Internet of Things (IoT); IoT middleware; data collection; data aggregation; real time; NoSQL; REAL-TIME; BIG DATA;
D O I
10.3390/s17050977
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
The development of the Internet of Things (IoT) is closely related to a considerable increase in the number and variety of devices connected to the Internet. Sensors have become a regular component of our environment, as well as smart phones and other devices that continuously collect data about our lives even without our intervention. With such connected devices, a broad range of applications has been developed and deployed, including those dealing with massive volumes of data. In this paper, we introduce a Distributed Data Service (DDS) to collect and process data for IoT environments. One central goal of this DDS is to enable multiple and distinct IoT middleware systems to share common data services from a loosely-coupled provider. In this context, we propose a new specification of functionalities for a DDS and the conception of the corresponding techniques for collecting, filtering and storing data conveniently and efficiently in this environment. Another contribution is a data aggregation component that is proposed to support efficient real-time data querying. To validate its data collecting and querying functionalities and performance, the proposed DDS is evaluated in two case studies regarding a simulated smart home system, the first case devoted to evaluating data collection and aggregation when the DDS is interacting with the UIoT middleware, and the second aimed at comparing the DDS data collection with this same functionality implemented within the Kaa middleware.
引用
收藏
页数:25
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