计算机与现代化 ›› 2013, Vol. 1 ›› Issue (5): 138-141,.doi: 10.3969/j.issn.1006-2475.2013.05.033

• 网络与通信 • 上一篇    下一篇

Hadoop关键技术的研究与应用

夏大文1,荣卓波2   

  1. 1.贵州民族大学,贵州贵阳550025;2.西南大学计算机与信息科学学院,重庆400715
  • 收稿日期:2013-01-16 修回日期:1900-01-01 出版日期:2013-05-28 发布日期:2013-05-28

Research and Application of Key Technology of Hadoop

XIA Da-wen1, RONG Zhuo-bo2   

  1. 1. Guizhou Minzu University, Guiyang 550025, China; 2.College of Computer and Information Sciences, Southwest University, Chongqing 400715, China
  • Received:2013-01-16 Revised:1900-01-01 Online:2013-05-28 Published:2013-05-28

摘要: 针对开源通用云平台的现实需求,简要分析云计算的体系结构和基本架构,深入研究Hadoop的关键技术,提出基于Hadoop的开源通用云平台构建模型,实例搭建并成功实现此平台的应用。实验表明,该平台具有良好的海量数据分布式计算和处理性能,能满足中小型企业或学者从事云计算应用和研发的需要。

关键词: 云计算, Hadoop, HDFS, MapReduce

Abstract: According to actual demand of the opensource general cloud platform, this paper briefly analyzes cloud computing system structure and basic architecture, and researches on the key technology of Hadoop in-depth, proposes a Hadoop-based cloud computing model, builds a platform and successfully realizes its application. Experiments show that the platform has good massive data distributed computing and processing performance and can meet the needs of cloud computing application and research for the small and medium-sized enterprises or scholars.

Key words: cloud computing, Hadoop, HDFS, MapReduce

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