Optimization and evaluation of disjunctive queries

Jens Claussen, Alfons Kemper, Guido Moerkotte, Klaus Peithner, Michael Steinbrunn

Research output: Contribution to journalArticlepeer-review

22 Scopus citations

Abstract

It is striking that the optimization of disjunctive queries - i.e., those which contain at least one or-connective in the query predicate - has been vastly neglected in the literature, as well as in commercial systems. In this paper, we propose a novel technique, called bypass processing, for evaluating such disjunctive queries. The bypass processing technique is based on new selection and join operators that produce two output streams: the true-stream with tuples satisfying the selection (join) predicate and the false-stream with tuples not satisfying the corresponding predicate. Splitting the tuple streams in this way enables us to `bypass' costly predicates whenever the `fate' of the corresponding tuple (stream) can be determined without evaluating this predicate. In the paper, we show how to systematically generate bypass evaluation plans utilizing a bottom-up building block approach. We show that our evaluation technique allows to incorporate the standard SQL semantics of null values. For this, we devise two different approaches: One is based on explicitly incorporating three-valued logic into the evaluation plans; the other one relies on two-valued logic by `moving' all negations to atomic conditions of the selection predicate. We describe how to extend an iterator-based query engine to support bypass evaluation with little extra overhead. This query engine was used to quantitatively/evaluate the bypass evaluation plans against the traditional evaluation techniques utilizing a CNF- or DNF-based query predicate.

Original languageEnglish
Pages (from-to)238-260
Number of pages23
JournalIEEE Transactions on Knowledge and Data Engineering
Volume12
Issue number2
DOIs
StatePublished - 2000
Externally publishedYes

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