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CORR
2011
Springer

Provenance for Aggregate Queries

8 years 8 months ago
Provenance for Aggregate Queries
We study in this paper provenance information for queries with aggregation. Provenance information was studied in the context of various query languages that do not allow for aggregation, and recent work has suggested to capture provenance by annotating the different database tuples with elements of a commutative semiring and propagating the annotations through query evaluation. We show that aggregate queries pose novel challenges rendering this approach inapplicable. Consequently, we propose a new approach, where we annotate with provenance information not just tuples but also the individual values within tuples, using provenance to describe the values computation. We realize this approach in a concrete construction, first for “simple” queries where the aggregation operator is the last one applied, and then for arbitrary (positive) relational algebra queries with aggregation; the latter queries are shown to be more challenging in this context. Finally, we use aggregation to enc...
Yael Amsterdamer, Daniel Deutch, Val Tannen
Added 13 May 2011
Updated 13 May 2011
Type Journal
Year 2011
Where CORR
Authors Yael Amsterdamer, Daniel Deutch, Val Tannen
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