On estimating the cardinality of the projection of a database relation

Author:

Ahad Rafiul1,Bapa K. V.2,McLeod Dennis2

Affiliation:

1. Univ. of Maryland, College Park

2. Univ. of Southern California, Los Angeles

Abstract

We present an analytical formula for estimating the cardinality of the projection on certain attributes of a subset of a relation in a relational database. This formula takes into account a priori knowledge of the semantics of the real-world objects and relationships that the database is intended to represent. Experimental testing of the formula shows that it has an acceptably low percentage error, and that its worst-case error is smaller than the best-known formula. Furthermore, the formula presented here has the advantage that it does not require a scan of the relation.

Publisher

Association for Computing Machinery (ACM)

Subject

Information Systems

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