Efficient Enumeration of the Complete Join Search Space

Join plan enumeration is a critical step in query optimization, impacting the performance of queries by orders of magnitude. Many queries contain complex non-inner joins, such as outer joins and semi joins, which make the efficient enumeration of all valid join plans difficult. There are existing solutions, but they are either incomplete or expensive. We improve the state-of-the-art join plan enumeration, efficiently handling all cases, including outer joins. Our approach is both complete and efficient by exploiting the properties of relational join transformations.

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Published
2025-06-22
DOI
https://doi.org/10.1145/3735106.3736536
Primary Topic
Data Management and Algorithms
Type
article
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article

Efficient Enumeration of the Complete Join Search Space

Altan Birler, Thomas Neumann
Data Management and Algorithms
article

Efficient Enumeration of the Complete Join Search Space

Altan Birler, Thomas Neumann
article en

Abstract

Join plan enumeration is a critical step in query optimization, impacting the performance of queries by orders of magnitude. Many queries contain complex non-inner joins, such as outer joins and semi joins, which make the efficient enumeration of all valid join plans difficult. There are existing solutions, but they are either incomplete or expensive. We improve the state-of-the-art join plan enumeration, efficiently handling all cases, including outer joins. Our approach is both complete and efficient by exploiting the properties of relational join transformations.

Technical University of Munich (DE)
Openalex Percentile: Top 83%
Data Management and Algorithms
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Efficient Enumeration of the Complete Join Search Space — Altan Birler, Thomas Neumann · (2025) | TGRS Research Map | TGRS