HBase-based storage system for large-scale data in wireless sensor network

doi:10.3724/SP.J.1087.2012.01920

Journal of Computer Applications ›› 2012, Vol. 32 ›› Issue (07): 1920-1923.DOI: 10.3724/SP.J.1087.2012.01920

• Network and distributed techno • Previous Articles Next Articles

HBase-based storage system for large-scale data in wireless sensor network

CHEN Qing-kui,ZHOU Li-zhen

School of Optical-Electrical and Computer Engineering, University of Shanghai for Science and Technology, Shanghai 200093, China

Received:2011-12-13 Revised:2012-02-07 Online:2012-07-05 Published:2012-07-01
Contact: ZHOU Li-zhen
Supported by:
the National Natural Science Foundation of China under Grant

基于HBase的大规模无线传感网络数据存储系统

陈庆奎,周利珍

上海理工大学光电信息与计算机工程学院，上海200093

通讯作者: 周利珍
作者简介:陈庆奎(1966-)，男，上海人，教授，博士生导师，主要研究方向：集群计算、并行计算；周利珍(1987-)，女，安徽安庆人，硕士研究生，主要研究方向：物联网。
基金资助:
国家自然科学基金资助项目(60970012；61003031);上海信息技术领域重点科技攻关项目(09511501000）;上海重点科技项目（09220502800);上海市重点学科建设项目(S30501)

Abstract

Abstract: Wireless Sensor Network (WSN) spreads widely, and with the expansion of WSNs there will be a large number of sensors which produce massive sensor data. To store the data from large-scale WSNs, this paper proposed a two-tier storage architecture based on HBase storing sensor data from different regions and global data management directory, which achieved a near real-time storage system. The experimental results show that this system with high scalability, storage and query efficiency can solve the massive sensor data storage.

Key words: cloud computing, HBase, distributed storage, Wireless Sensor Network (WSN), Internet of Things (IoT)

摘要： 无线传感网络(WSN)存在分布的跨区域性，随着无线传感网络的扩张，传感器数目增多，将产生大规模的传感数据。针对存储大规模无线传感网络数据的问题，提出了一个两层分布式存储架构，使用分布式数据库HBase存储跨区域的无线传感网络数据和全局数据存储管理目录，实现一个近实时的存储系统。实验结果证明，该系统有良好的扩展性、存储和查询效率。

关键词: 云计算, HBase, 分布式存储, 无线传感网络, 物联网

CLC Number:

CHEN Qing-kui ZHOU Li-zhen. HBase-based storage system for large-scale data in wireless sensor network[J]. Journal of Computer Applications, 2012, 32(07): 1920-1923.

陈庆奎周利珍. 基于HBase的大规模无线传感网络数据存储系统[J]. 计算机应用, 2012, 32(07): 1920-1923.

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HBase-based storage system for large-scale data in wireless sensor network

基于HBase的大规模无线传感网络数据存储系统

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