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Technology of Network & Communication
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App. Res. of Comp. Printed Article
Vol. 37, 2020 No. 10
3121-3126

Big data processing method using improved SDN-WISE in WSN

Li Yunfei1
Li Xue2
Xing Qiudan2
1. Xijing University, Xi'an 710123, China
2. Shaanxi Normal University, Xi'an 710119, China
DOI: 10.19734/j.issn.1001-3695.2019.05.0228

Abstract

Aiming at the problem of large amount of data and high processing cost in WSN. This paper proposed a large data technology based on SDN and multicast data stream routing technology. The method implemented the large data technology in WSN and calculated its communication cost. Firstly, it loaded the MapReduce interface dynamically into the appropriate nodes of the WSN. Secondly, it implemented map and reduced functions in the network by embedding the enhanced SDN-WISE protocol in the controller and sensor nodes. Then, it evaluated the optimal deployment scheme of MapReduce by the multicast routing technology in the network. Next, it integrated the above functions and components through the operating system Contiki, implemented large data technology in WSN and calculated the corresponding cost. Finally, this paper verified the proposed method by implementing large data processing in WSN under different constraints and calculating communication cost. The results show that the proposed method is economical.

Foundation Support

国家自然科学基金资助项目(71401092)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2019.05.0228
Publish at: Application Research of Computers Printed Article, Vol. 37, 2020 No. 10
Section: Technology of Network & Communication
Pages: 3121-3126
Serial Number: 1001-3695(2020)10-049-3121-06

Publish History

[2020-10-05] Printed Article

Cite This Article

李云飞, 李雪, 邢丘丹. 无线传感器网络中利用改进型SDN-WISE协议的大数据处理方法 [J]. 计算机应用研究, 2020, 37 (10): 3121-3126. (Li Yunfei, Li Xue, Xing Qiudan. Big data processing method using improved SDN-WISE in WSN [J]. Application Research of Computers, 2020, 37 (10): 3121-3126. )

About the Journal

  • Application Research of Computers Monthly Journal
  • Journal ID ISSN 1001-3695
    CN  51-1196/TP

Application Research of Computers, founded in 1984, is an academic journal of computing technology sponsored by Sichuan Institute of Computer Sciences under the Science and Technology Department of Sichuan Province.

Aiming at the urgently needed cutting-edge technology in this discipline, Application Research of Computers reflects the mainstream technology, hot technology and the latest development trend of computer application research at home and abroad in a timely manner. The main contents of the journal include high-level academic papers in this discipline, the latest scientific research results and major application results. The contents of the columns involve new theories of computer discipline, basic computer theory, algorithm theory research, algorithm design and analysis, blockchain technology, system software and software engineering technology, pattern recognition and artificial intelligence, architecture, advanced computing, parallel processing, database technology, computer network and communication technology, information security technology, computer image graphics and its latest hot application technology.

Application Research of Computers has many high-level readers and authors, and its readers are mainly senior and middle-level researchers and engineers engaged in the field of computer science, as well as teachers and students majoring in computer science and related majors in colleges and universities. Over the years, the total citation frequency and Web download rate of Application Research of Computers have been ranked among the top of similar academic journals in this discipline, and the academic papers published are highly popular among the readers for their novelty, academics, foresight, orientation and practicality.

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