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Big data challenge: a data management perspective

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There is a trend that,virtually everyone,ranging from big Web companies to traditional enterprisers to physical science researchers to social scientists,is either already experiencing or anticipating unprecedented growth in the amount of data available in their world,as well as new opportunities and great untapped value.This paper reviews big data challenges from a data management respective.In particular,we discuss big data diversity,big data reduction,big data integration and cleaning,big data indexing and query,and finally big data analysis and mining.Our survey gives a brief overview about big-data-oriented research and problems.

big dataperformancedatabases

Jinchuan CHEN、Yueguo CHEN、Xiaoyong DU、Cuiping LI、Jiaheng LU、Suyun ZHAO、Xuan ZHOU

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Key Laboratory of Data Engineering and Knowledge Engineering, School of Information,Renmin University of China, Beijing 100872, China

Chinese National "111" Project北京市自然科学基金国家自然科学基金China National Social Security Foundation

41120306117001112&ZD220

2013

计算机科学前沿
高等教育出版社

计算机科学前沿

CSCDSCIEI
影响因子:0.303
ISSN:2095-2228
年,卷(期):2013.7(2)
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