Tracing the lineage of view data in a warehousing environment
We consider the view data lineageproblem 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...
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Veröffentlicht in: | ACM transactions on database systems 2000-06, Vol.25 (2), p.179-227 |
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Hauptverfasser: | , , |
Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | We consider the view data lineageproblem 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 result 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. |
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ISSN: | 0362-5915 1557-4644 |
DOI: | 10.1145/357775.357777 |