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Siobhán O'Malley
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Siobhán O'Malley

A Senior Writer who dissects the latent logic of predicate pushdown and the complexities of view merging. She is passionate about helping readers visualize the cascading application of rules within execution plans to optimize intermediate result sets.

20 Articles
Articles by Siobhán O'Malley
A Few Lessons on Flow and Finding the Best Path Execution Plan Analysis and Visualization All rights reserved to analyzequery.com

A Few Lessons on Flow and Finding the Best Path

Siobhán O'Malley - Jun 8, 2026
The Invisible Brain Inside Your Database: How Query Optimization Works Join Ordering and Execution Algorithms All rights reserved to analyzequery.com

The Invisible Brain Inside Your Database: How Query Optimization Works

Siobhán O'Malley - Jun 8, 2026
Why Your App is Slow: The Math of SQL Plans Indexing Strategies and Physical Access Paths All rights reserved to analyzequery.com

Why Your App is Slow: The Math of SQL Plans

Siobhán O'Malley - Jun 7, 2026
The Invisible Traffic Controller in Your Favorite App Join Ordering and Execution Algorithms All rights reserved to analyzequery.com

The Invisible Traffic Controller in Your Favorite App

Siobhán O'Malley - May 31, 2026
Solving the SQL Puzzle: Why Some Queries Fly and Others Crawl Indexing Strategies and Physical Access Paths All rights reserved to analyzequery.com

Solving the SQL Puzzle: Why Some Queries Fly and Others Crawl

Siobhán O'Malley - May 26, 2026
Why Databases Need a GPS to Find Your Data Algebraic Transformations and Query Rewriting All rights reserved to analyzequery.com

Why Databases Need a GPS to Find Your Data

Siobhán O'Malley - May 23, 2026
Why SQL Engines are Like Master Chefs Statistics and Cardinality Estimation All rights reserved to analyzequery.com

Why SQL Engines are Like Master Chefs

Siobhán O'Malley - May 19, 2026
The Guessing Game: How Databases Predict the Future Statistics and Cardinality Estimation All rights reserved to analyzequery.com

The Guessing Game: How Databases Predict the Future

Siobhán O'Malley - May 14, 2026
Why Databases Are the Fastest Accountants You'll Never Meet Statistics and Cardinality Estimation All rights reserved to analyzequery.com

Why Databases Are the Fastest Accountants You'll Never Meet

Siobhán O'Malley - May 7, 2026
Distributed Database Architectures Force Re-Evaluation of Join Ordering and Predicate Pushdown Mechanics Join Ordering and Execution Algorithms All rights reserved to analyzequery.com

Distributed Database Architectures Force Re-Evaluation of Join Ordering and Predicate Pushdown Mechanics

Siobhán O'Malley - May 5, 2026
Machine Learning Integration Redefines SQL Execution Plan Accuracy Execution Plan Analysis and Visualization All rights reserved to analyzequery.com

Machine Learning Integration Redefines SQL Execution Plan Accuracy

Siobhán O'Malley - May 4, 2026
Sustainability Initiatives Target SQL Efficiency to Reduce Data Center Carbon Footprints Cost-Based Optimization Models All rights reserved to analyzequery.com

Sustainability Initiatives Target SQL Efficiency to Reduce Data Center Carbon Footprints

Siobhán O'Malley - May 3, 2026
The Evolution of Cost-Based Optimization in Distributed Relational Engines Algebraic Transformations and Query Rewriting All rights reserved to analyzequery.com

The Evolution of Cost-Based Optimization in Distributed Relational Engines

Siobhán O'Malley - Apr 26, 2026
The Evolution of Cost-Based Optimization in Distributed Relational Databases Statistics and Cardinality Estimation All rights reserved to analyzequery.com

The Evolution of Cost-Based Optimization in Distributed Relational Databases

Siobhán O'Malley - Apr 25, 2026
The Evolution of Distributed Query Optimization in Cloud-Native Relational Databases Indexing Strategies and Physical Access Paths All rights reserved to analyzequery.com

The Evolution of Distributed Query Optimization in Cloud-Native Relational Databases

Siobhán O'Malley - Apr 24, 2026
Optimizing Distributed SQL: The Challenge of Query Mechanics in Cloud-Native Environments Cost-Based Optimization Models All rights reserved to analyzequery.com

Optimizing Distributed SQL: The Challenge of Query Mechanics in Cloud-Native Environments

Siobhán O'Malley - Apr 19, 2026
The Transition from Rule-Based to Cost-Based Optimization: Oracle Case Study Algebraic Transformations and Query Rewriting All rights reserved to analyzequery.com

The Transition from Rule-Based to Cost-Based Optimization: Oracle Case Study

Siobhán O'Malley - Apr 3, 2026
Evolution of Predicate Pushdown: From Algebraic Rules to Distributed Execution Algebraic Transformations and Query Rewriting All rights reserved to analyzequery.com

Evolution of Predicate Pushdown: From Algebraic Rules to Distributed Execution

Siobhán O'Malley - Mar 5, 2026
Heuristics vs. Genetics: The Join Order Problem in PostgreSQL GEQO Cost-Based Optimization Models All rights reserved to analyzequery.com

Heuristics vs. Genetics: The Join Order Problem in PostgreSQL GEQO

Siobhán O'Malley - Feb 4, 2026
From System R to Modern CBO: The Legacy of Pat Selinger's 1979 Framework Execution Plan Analysis and Visualization All rights reserved to analyzequery.com

From System R to Modern CBO: The Legacy of Pat Selinger's 1979 Framework

Siobhán O'Malley - Dec 14, 2025
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