| 云计算环境下大规模数据处理的研究与初步实现 |
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| 引用本文： | 张兴旺,李晨晖,秦晓珠.云计算环境下大规模数据处理的研究与初步实现[J].现代图书情报技术,2011(4). |
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| 作者姓名： | 张兴旺 李晨晖 秦晓珠 |
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| 作者单位： | 桂林理工大学图书馆;桂林理工大学现代教育技术中心; |
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| 基金项目： | 2010年度广西教育厅科研项目“基于云计算的数字化信息资源建设模型及服务体系的研究”(项目编号:201010LX180)的研究成果之一 |
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| 摘 要： | 将云计算技术引入到大规模数据处理过程中,提出在集中或分布管理的大量廉价计算机集群上构建动态的、可扩展的、高性价比的、易使用的高性能计算平台,创建一种基于云计算的大规模数据处理的框架模型。论述在这一环境下的大规模数据处理的方法和应用,通过搭建相应的计算平台,验证计算机集群及框架模型的可行性。
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| 关 键 词： | 云计算 大规模数据 廉价计算平台 Hadoop MapReduce |
Research and Initial Implementation of Large-scale Data Processing Based on Cloud Computing |
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| Zhang Xingwang Li Chenhui Qin Xiaozhu.Research and Initial Implementation of Large-scale Data Processing Based on Cloud Computing[J].New Technology of Library and Information Service,2011(4). |
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| Authors: | Zhang Xingwang Li Chenhui Qin Xiaozhu |
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| Institution: | Zhang Xingwang1 Li Chenhui2 Qin Xiaozhu11(Guilin University of Technology Library,Guilin 541004,China)2(Modern Education Technology Center,Guilin University of Technology,China) |
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| Abstract: | This paper introduces a large-scale data processing method based on cloud computing,builds a dynamic,scalable,cost-effective,easy to use and high-performance computing platform on a large of centralized or distributed inexpensive computer cluster,and creates a cloud computing-based framework for large-scale data processing model.It also discusses the methods and applications in this large-scale data processing environment.The computing platform is set up to verify the computing cluster and the feasibility o... |
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| Keywords: | Cloud computing Large-scale data Low-cost computing platform Hadoop MapReduce |
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