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Distributed Data Management Using MapReduce

delete2014-01-01
delete109
delete
OA
AI
F
Feng Li *
B
Beng Chin Ooi
M
M. TAMER ÖZSU
伍
伍赛 (Sai Wu)
DOI：10.1145/2503009delete
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摘要

摘要

En 中文
MapReduce是一种用于在分布式集群中处理和管理大规模数据集的框架，该框架已用于诸如生成搜索索引，文档聚类，访问日志分析以及各种其他形式的数据分析等应用。MapReduce采用灵活的计算模型，其简单的接口由map和reduce函数组成，其实现可以由应用程序开发人员定制。自引入以来，大量的研究工作都致力于使其更可用，更高效地支持以数据库为中心的操作。在本文中，我们旨在对广泛的建议和系统进行全面的回顾，这些建议和系统从根本上关注使用MapReduce框架对分布式数据管理和处理的支持。
Keyword:
Algorithms
Performance
MapReduce
scalability
Hadoop

期刊

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ACM Computing Surveys
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28
论文数:
2.5K
被引数:
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National University of Singapore
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zhejiang university
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17.7W
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