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The Art of Writing Efficient Programs: An advanced programmer's guide to efficient hardware utilization and compiler optimizations using C++ examples
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- Become a better programmer with performance improvement techniques such as concurrency, lock-free programming, atomic operations, parallelism, and memory managementKey FeaturesLearn proven techniques from a heavyweight and recognized expert in C++ and high-performance computingUnderstand the limitations of modern CPUs and their performance impactFind out how you can avoid writing inefficient code and get the best optimizations from the compilerLearn the tradeoffs and costs of writing high-performance programsBook DescriptionThe great free lunch of performance taking care of itself is over. Until recently, programs got faster by themselves as CPUs were upgraded, but that doesn't happen anymore. The clock frequency of new processors has almost peaked, and while new architectures provide small improvements to existing programs, this only helps slightly. To write efficient software, you now have to know how to program by making good use of the available computing resources, and this book will teach you how to do that.The Art of Efficient Programming covers all the major aspects of writing efficient programs, such as using CPU resources and memory efficiently, avoiding unnecessary computations, measuring performance, and how to put concurrency and multithreading to good use. You'll also learn about compiler optimizations and how to use the programming language (C++) more efficiently. Finally, you'll understand how design decisions impact performance.By the end of this book, you'll not only have enough knowledge of processors and compilers to write efficient programs, but you'll also be able to understand which techniques to use and what to measure while improving performance. At its core, this book is about learning how to learn.What you will learnDiscover how to use the hardware computing resources in your programs effectivelyUnderstand the relationship between memory order and memory barriersFamiliarize yourself with the performance implications of different data structures and organizationsAssess the performance impact of concurrent memory accessed and how to minimize itDiscover when to use and when not to use lock-free programming techniquesExplore different ways to improve the effectiveness of compiler optimizationsDesign APIs for concurrent data structures and high-performance data structures to avoid inefficienciesWho this book is forThis book is for experienced developers and programmers who work on performance-critical projects and want to learn new techniques to improve the performance of their code. Programmers in algorithmic trading, gaming, bioinformatics, computational genomics, or computational fluid dynamics communities will get the most out of the examples in this book, but the techniques are fairly universal. Although this book uses the C++ language, the concepts demonstrated in the book can be easily transferred or applied to other compiled languages such as C, Java, Rust, Go, and more.Table of ContentsIntroduction to Performance and ConcurrencyPerformance MeasurementsCPU Architecture, Resources, and Performance ImplicationsMemory Architecture and PerformanceThreads, Memory, and ConcurrencyConcurrency and PerformanceData Structures for ConcurrencyConcurrency in C++High-Performance C++Compiler Optimizations in C++Undefined Behavior and PerformanceDesign for Performance
| Publisher | Packt Publishing |
| Publication date | October 22, 2021 |
| Language | English |
| Print length | 464 pages |
| ISBN-10 | 1800208111 |
| ISBN-13 | 978-1800208117 |
| Item Weight | 7.4 ounces (209.79 grams) |
| Dimensions | 7.5 x 1.05 x 9.25 inches (19.1 x 2.7 x 23.5 cm) |
Voor wie is dit geschikt?
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Advanced Programmers
Experienced programmers looking to deepen their understanding of efficient coding practices and compiler optimizations will benefit significantly.
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System Developers
Developers working on hardware-constrained systems need efficient programming techniques to maximize resource utilization and performance.
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Compiler Engineers
Professionals involved in compiler design and optimization will gain insights into practical examples and optimization techniques using C++.
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Beginners
Novice programmers may struggle with advanced concepts, making this book too complex for them to grasp effectively.
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Software Development Editorial Review
In "The Art of Writing Efficient Programs," readers will find a useful guide to system programming with performance concerns in mind. The book offers a mix of philosophical discussions on efficient programming and practical examples written in C. One reader with over 30 years of experience noted that the book has many open-eyed techniques and teaches beginners new subjects. The branch prediction articles were most beneficial to them. The book is also "fun to read" with humor, like "Dune" for developers. The reader recommended the book to any level of serious software developers/engineers. Another reader noted that the book is advanced but totally enjoyable. Although there were a couple of typos, the book examines the subject clearly and thoroughly from a modern perspective, making it a joy to read. One issue with the book mentioned by readers was the quality of printing, as the code snippets were zebra-striped and some terminal output looked like Ubuntu screenshots instead of being typeset. Overall, the general Consensus is that the book is a valuable resource for learning about efficient programming, despite some issues with its presentation.
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- Offers a mix of philosophical discussions and practical examples
- Provides useful techniques for both beginners and experienced developers
- Clear and thorough examination of the subject
- Plenty of humor to make reading fun
Nadelen
- Poor quality of printing, including zebra-striped code snippets and terminal output that looks like screenshots
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