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数据仓库技术的研究现状和未来方向 被引量:2

Current Situation and the Future Direction of Data Warehousing Research
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摘要 数据仓库 (Data Warehouse)和联机分析处理 (On- L ine Analytical Processing,OL AP)是信息技术新兴的研究领域。国际上对数据仓库体系结构、数据组织、视图维护、多维数据库建模、数据立方体计算等问题进行了广泛和深入的研究。阐述了斯坦福大学、IBM Almaden研究中心、威斯康辛大学以及微软和 AT& T公司在该领域近几年的研究 ,以此描述数据仓库技术的研究状况和发展方向。 Data Warehouse as well as On-Line Analytical Processing is an emerging research field in Information Technology International researchers studied broadly and deeply in Data Warehouse architecture, data organization, view maintenance multidimensional database modeling, data cube computation and other issues This paper describes the latest developments of the research in Stanford University, IBM Almaden Research Center, Wisconsin University, Microsoft and AT&T, through which depicts the current state of the art and points out the future research directions
出处 《现代电子技术》 2002年第6期6-9,共4页 Modern Electronics Technique
关键词 数据仓库 实视图 多维数据库 联机分析处理 数据立方体 信息技术 data warehouse, materialized view, multidimensional data, OLAP, data cube
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参考文献11

  • 1Joachim Hammer, Hector Garcia-Molina, Jennifer Widom, Wilburt Labio, Yue Zhuge. Computer Science Department, Stanford University, The Stanford Data Warehousing Project
  • 2Yue Zhuge, Hector Garcia-Molina, Janet Wiener L. The Strobe Algorithms for Multi-Source Warehouse Consistency. http://db. stanford. edu/warehouse
  • 3Yue Zhuge, Hector Garcia-Molina, and Janet Wiener L. Consistency Algorithms for Multi-Source Warehouse View Maintenance. http://www-db. stanford. edu/warehousing
  • 4Nam Huyn. Efficient Self-Maintenance of Materialized Views. Stanford University
  • 5Inderpal Singh Mumick, AT&T Laboratories, Dallan Quass, Barinderpal Singh Mumick, Lucent Techno logies. Stanford University. Maintenance of Data Cubes and Summary Tables in a Warehouse
  • 6Nam Huyn. Multiple-View Self-Maintenance in Data Warehousing Environments. Stanford University
  • 7Dallan Quass, Jennifer Widom. On-Line Warehouse View Maintenance. Stanford University
  • 8Yue Zhuge, Hector Garcia-Molina, Joachim Hammer, Jennifer Widom. View Maintenance in a Warehousing Environment. Stanford University
  • 9IBM, QUEST Data Mining Project. http://www. almaden. ibm. com/cs/quest/index. html
  • 10Jim Gray, Adam Bosworth , Andrew Layman, Hamid Pirahesh, Data Cube. A Relational Aggregation Operator Generalizing Group-By, Cross-Tab, SubTotals

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