Research on Materialized View Selection in the Data Warehouse

被引:0
作者
Zhou Li-juan [1 ]
Geng Hai-jun [1 ]
Xu Ming-sheng [1 ]
机构
[1] Capital Normal Univ, Informat Engn Coll, Beijing 100037, Peoples R China
来源
RECENT TRENDS IN MATERIALS AND MECHANICAL ENGINEERING MATERIALS, MECHATRONICS AND AUTOMATION, PTS 1-3 | 2011年 / 55-57卷
关键词
Data warehouse; Materialized view selection; Genetic algorithm;
D O I
10.4028/www.scientific.net/AMM.55-57.361
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
Materialized view is an effective method for improving the efficiency of queries in data warehouse system, and the problem of materialized view selection is one of the most important decisions. In this paper, an algorithm was proposed to select a set of materialized views under maintenance cost constraints for the purpose of minimizing the total query processing cost; the algorithm adopts the dynamic penalty function to solve the resource constraints view selection. The experimental study shows that the algorithm has better solutions and high efficiency.
引用
收藏
页码:361 / 366
页数:6
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