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Hands-On Design Patterns and Best Practices with Julia

You're reading from   Hands-On Design Patterns and Best Practices with Julia Proven solutions to common problems in software design for Julia 1.x

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Product type Paperback
Published in Jan 2020
Publisher Packt
ISBN-13 9781838648817
Length 532 pages
Edition 1st Edition
Languages
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Author (1):
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Tom Kwong Tom Kwong
Author Profile Icon Tom Kwong
Tom Kwong
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Toc

Table of Contents (19) Chapters Close

Preface 1. Section 1: Getting Started with Design Patterns
2. Design Patterns and Related Principles FREE CHAPTER 3. Section 2: Julia Fundamentals
4. Modules, Packages, and Data Type Concepts 5. Designing Functions and Interfaces 6. Macros and Metaprogramming Techniques 7. Section 3: Implementing Design Patterns
8. Reusability Patterns 9. Performance Patterns 10. Maintainability Patterns 11. Robustness Patterns 12. Miscellaneous Patterns 13. Anti-Patterns 14. Traditional Object-Oriented Patterns 15. Section 4: Advanced Topics
16. Inheritance and Variance 17. Assessments 18. Other Books You May Enjoy

The struct of arrays pattern

In recent years, modern CPU architecture has got fancier to meet today's demands. Due to various physical constraints, it is a lot more difficult to attain higher processor speed. Many Intel processors now support a technology called Single Instruction, Multiple Data (SIMD). By utilizing Streaming SIMD Extension (SSE) and Advanced Vector Extensions (AVX) registers, several mathematical operations can be executed within a single CPU cycle. 

That is nice, but one of the pre-requisites of utilizing these fancy CPU instructions is to make sure that the data is located in a contiguous memory block in the first place. That brings us to our topic here. How do we orient our data in a contiguous memory block? You may find the solution in this section.

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