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C++ High Performance

You're reading from   C++ High Performance Master the art of optimizing the functioning of your C++ code

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Product type Paperback
Published in Dec 2020
Publisher Packt
ISBN-13 9781839216541
Length 544 pages
Edition 2nd Edition
Languages
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Authors (2):
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Viktor Sehr Viktor Sehr
Author Profile Icon Viktor Sehr
Viktor Sehr
Björn Andrist Björn Andrist
Author Profile Icon Björn Andrist
Björn Andrist
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Table of Contents (17) Chapters Close

Preface 1. A Brief Introduction to C++ 2. Essential C++ Techniques FREE CHAPTER 3. Analyzing and Measuring Performance 4. Data Structures 5. Algorithms 6. Ranges and Views 7. Memory Management 8. Compile-Time Programming 9. Essential Utilities 10. Proxy Objects and Lazy Evaluation 11. Concurrency 12. Coroutines and Lazy Generators 13. Asynchronous Programming with Coroutines 14. Parallel Algorithms 15. Other Books You May Enjoy
16. Index

Some performance considerations

We have now covered the three major container categories: sequence containers, associative containers, and container adaptors. This section will provide you with some general performance advice to consider when working with containers.

Balancing between complexity guarantees and overhead

Knowing the time and memory complexity of data structures is important when choosing between containers. But it's equally important to remember that each container is afflicted with an overhead cost, which has a bigger impact on the performance for smaller datasets. The complexity guarantees only become interesting for sufficiently large datasets. It's up to you, though, to decide what sufficiently large means in your use cases. Here, again, you need to measure your program while executing it to gain insights.

In addition, the fact that computers are equipped with memory caches makes the use of data structures that are friendly to the cache more...

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