Materialized Views Selection of Multi-Dimensional Data in Real-Time Active Data Warehouses
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    Abstract:

    In this paper, data mining based on the log of active decision engine is introduced to find the CUBE using pattern of analysis rules, which can be used as important reference information for materialized views selection. Based on it, a 3A probability model is designed, and the greedy algorithm, called PGreedy (probability greedy), is proposed, which takes into account the probability distribution of CUBE. Also view keeping rule is adopted to achieve better performance for dynamic view adjusting. Experimental results show that PGreedy algorithm can achieve better performance than BPUS (benefit per unit space) algorithm in real-time active data warehouses environment.

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林子雨,杨冬青,宋国杰,王腾蛟,唐世渭.实时主动数据仓库中多维数据实视图的选择.软件学报,2008,19(2):301-313

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  • Received:February 01,2007
  • Revised:June 29,2007
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