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一类近似查询提纲的小波方法的应用研究

WAVELET-BASED SYNOPSES APPLICATION RESEARCH ON APPROXIMATE QUERY COMPUTATION
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摘要 在数据仓库以及联机分析处理等许多领域中 ,聚集数据的处理是一个非常重要的核心问题。本文分析了聚集数据查询的特点 ,引入了基于聚集数据的近似查询计算模型 ,并针对该计算模型的提纲构建问题 ,给出了一类近似查询提纲的Haar小波方法 ,来实现对聚集数据和聚集视图的快速查询计算。 The manipulation of aggregate data is now a fundamental issue in many areas such as data warehousing ,OLAP systems,etc.We show the characteristic of aggregate data query,introducing a kind of approximate query computation plan with which query aggregate data and views could be query rapidly.For improve the efficiency of aggregate query,we give a wavelet based synopses on approximate query computation.
出处 《计算机应用与软件》 CSCD 北大核心 2004年第4期25-26,83,共3页 Computer Applications and Software
关键词 聚集查询 近似查询计算 查询提纲 HAAR小波 数据仓库 联机分析处理 Aggregate query Approximate query computation Query synopses Haar wavelet
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参考文献4

  • 1[1]M.Rafanelli,A.Bezenchek,and L.Tininini,The aggregate data problem:a system for their definition and management,ACM Sigmod Record,25(4):8~13,December 1996.
  • 2[2]S.Grumbach,and L.Tininini,On the content of materialized aggregate views.In Proceedings of the Nineteenth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database System,2000.
  • 3[3]S.Chaudhuri,G.Das,and V.Narasayya,"A Robust,Optimization-Based Approach for Approximate Answering of Aggregate Queries".ACM SIGMOD 2001.
  • 4[4]G.Cormode,P.Indyk,N.Koudas,and S.Muthukrishnan.Fast mining of tabular data via approximate distance computations.IEEE ICDE,2002.

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