期刊文献+

使用MapReduce提高多路数组聚集效率 被引量:1

Improve Efficiency of Multiway Array Aggregation by MapReduce
下载PDF
导出
摘要 多路数组聚集技术主要用于以高维数组为基础数据结构的数据立方体的完全立方体计算。随着大数据时代的到来,对数据高效的分析利用显得尤为重要,但同时海量的数据又使得计算变得富有挑战性。在这种背景下,论述了一种将大数据时代普遍使用的MapReduce技术与多路数组聚集技术相结合的方法,以提高完全立方体计算的效率。 Muhiway array aggregation technology is mainly used to calculate full data cube based on high-dimensional ar- rays.With the advent of the era of big data,it is important to efficiently analyze data,but it is also challenging as the amount of data is very large. In this context, this thesis is focus on the combination of muhiway array aggregation technology andMapReduce to Improvethe efficiency of muhiway array aggregation.
出处 《电脑编程技巧与维护》 2014年第10期24-25,共2页 Computer Programming Skills & Maintenance
关键词 MapReduce技术 多路数组聚集 完全立方体计算 MapReduce techonology multiway array aggregation full data cube
  • 相关文献

参考文献3

  • 1Jiawei Han,MichelineKamber,Jian Pei.数据挖掘概念与技术[M].范明,孟小峰,译.3版,北京:机械工业出版社,2013.
  • 2fumin.谷歌技术“三宝”之MapReduce[EB/OL].[2012-04-26].
  • 3冷芳玲,鲍玉斌,于戈,高伟.基于MapReduce的封闭数据立方[J].计算机研究与发展,2011,48(S3):232-238. 被引量:4

二级参考文献20

  • 1李盛恩,王珊.封闭数据立方体技术研究[J].软件学报,2004,15(8):1165-1171. 被引量:25
  • 2Li Xiaolei,Han Jiawei,Gonzalez H.High-dimensional OLAP:a minimal cubing approach. Proc of the30th Intl Conf on Very Large Data Bases . 2004
  • 3Jianzhong Li,Jaideep Srivastava.Efficient Aggregation Algorithms for Compressed Data Warehouses. IEEE Transactions on Knowledge and Data Engineering . 2002
  • 4Xin D,Han J,Li X. et al.Star-Cubing: Computing Iceberg Cubes by Top-Down and Bottom-Up Integration. Proceedings of VLDB . 2003
  • 5Wang W,Lu H,Feng J,et al.Condensed Cube: An Effective Approach to Reducing Data Cube Size. Proceedings of the 18th International Conference on Data Engineering . 2002
  • 6Y Sismanis,A Deligiannakis,Y Kotidis,et al.Hierarchical dwarfs for the rollup cube. Proc of ACM6th Int’l Workshop on Data Warehousing and OLAP . 2003
  • 7Brezany P,Hofer J,Tjoa A M,et al.Towards an openservice architecture for data mining on the grid. Proceedings of the Conference on Database and ExpertSystems Applications . 2003
  • 8YiHong Zhao,Prasad Deshpande,F Naughton.An array-based algorithm for simultaneous multidimensional aggregates. Proceedings of the 1997 ACM SIGMOD Conference on Management of Data . 1997
  • 9Harinarayan V,Rajaraman A,Ullman J D.Implementing data cubes efficiently. Proceedings of the ACM SIGMOD International Conference of Management of Data . 1996
  • 10Shukla A,Deshpande PM,Naughton JF.Materialized View Selection for Multidimensional Datasets. VLDB’98,Proceedings of the 24th International Conference on Very Large Data Bases . 1998

共引文献3

同被引文献5

引证文献1

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部