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SQL Server Query Tuning and Optimization

You're reading from   SQL Server Query Tuning and Optimization Optimize Microsoft SQL Server 2022 queries and applications

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Product type Paperback
Published in Aug 2022
Publisher Packt
ISBN-13 9781803242620
Length 446 pages
Edition 1st Edition
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Author (1):
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Benjamin Nevarez Benjamin Nevarez
Author Profile Icon Benjamin Nevarez
Benjamin Nevarez
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Table of Contents (14) Chapters Close

Preface 1. Chapter 1: An Introduction to Query Tuning and Optimization 2. Chapter 2: Troubleshooting Queries FREE CHAPTER 3. Chapter 3: The Query Optimizer 4. Chapter 4: The Execution Engine 5. Chapter 5: Working with Indexes 6. Chapter 6: Understanding Statistics 7. Chapter 7: In-Memory OLTP 8. Chapter 8: Understanding Plan Caching 9. Chapter 9: The Query Store 10. Chapter 10: Intelligent Query Processing 11. Chapter 11: An Introduction to Data Warehouses 12. Chapter 12: Understanding Query Hints 13. Other Books You May Enjoy

The Memo

The Memo structure was originally defined in The Volcano Optimizer Generator by Goetz Graefe and William McKenna in 1993. In the same way, the SQL Server Query Optimizer is based on the Cascades Framework, which was, in fact, a descendent of the Volcano Optimizer.

The Memo is a search data structure used to store the alternatives generated and analyzed by the Query Optimizer. These alternatives can be logical or physical operators and are organized into groups of equivalent alternatives, such that each alternative in the same group produces the same results. Alternatives in the same group also share the same logical properties, and in the same way that operators can reference other operators on a relational tree, groups can also reference other groups in the Memo structure.

A new Memo structure is created for each optimization. The Query Optimizer first copies the original query tree’s logical expressions into the Memo structure, placing each operator from the...

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