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The Art of Writing Efficient Programs

The Art of Writing Efficient Programs

By : Fedor G. Pikus
4.3 (24)
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The Art of Writing Efficient Programs

The Art of Writing Efficient Programs

4.3 (24)
By: Fedor G. Pikus

Overview of this book

The 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.
Table of Contents (18 chapters)
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1
Section 1 – Performance Fundamentals
7
Section 2 – Advanced Concurrency
11
Section 3 – Designing and Coding High-Performance Programs

What is a thread-safe data structure?

Before we begin learning about thread-safe data structures, we have to know what they are. If this seems like a simple question – data structures that can be used by multiple threads at once – you have not given the question enough thought. I cannot overstate how important it is to ask this question every time you start designing a new data structure or an algorithm to be used in a concurrent program. If this sentence puts you on guard and gives you pause, there is a good reason for it: I have just implied that the thread-safe data structure has no single definition that suits every need and every application. This is indeed the case, and is a very important point to understand.

The best kind of thread safety

Let's start with something that should be obvious but is often forgotten in practice: a very general principle of designing for high performance is that doing zero work is always faster than doing some work. For the...

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