Joins: Difference between revisions

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== Parameters ==  
== Parameters ==  


<pre>n, m: sizes of input tables</pre>
n, m: sizes of input tables


== Table of Algorithms ==  
== Table of Algorithms ==  

Revision as of 12:02, 15 February 2023

Description

An SQL join clause - corresponding to a join operation in relational algebra - combines columns from one or more tables in a relational database.

Parameters

n, m: sizes of input tables

Table of Algorithms

Name Year Time Space Approximation Factor Model Reference
Nested loop join 1960 $O(nm)$ $O({1})$ Exact Deterministic
Sort merge join 1960 $O(nlogn + mlogm)$ $O(n+m)$? Exact Deterministic
Hash join 1960 $O(n+m)$ $O(n+m)$? Exact Deterministic

Time Complexity graph

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Space Complexity graph

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Pareto Decades graph

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