Tracing the lineage of view data in a warehousing environment

被引:192
作者
Cui, YW [1 ]
Widom, J
Wiener, JL
机构
[1] Stanford Univ, Dept Comp Sci, Stanford, CA 94305 USA
[2] Compaq Syst Res Ctr, Palo Alto, CA 94301 USA
来源
ACM TRANSACTIONS ON DATABASE SYSTEMS | 2000年 / 25卷 / 02期
关键词
algorithms; design; data warehouse; derivation; lineage; materialized views;
D O I
10.1145/357775.357777
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We consider the view data lineage problem in a warehousing environment: For a given data item in a materialized warehouse view, we want to identify the set of source data items that produced the view item. We formally define the lineage problem, develop lineage tracing algorithms for relational views with aggregation, and propose mechanisms for performing consistent lineage tracing in a multisource data warehousing environment. Our results can form the basis of a tool that allows analysts to browse warehouse data, select view tuples of interest, and then "drill-through" to examine the exact source tuples that produced the view tuples of interest.
引用
收藏
页码:179 / 227
页数:49
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