Book Image

The Art of Writing Efficient Programs

By : Fedor G. Pikus
3 (2)
Book Image

The Art of Writing Efficient Programs

3 (2)
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)
1
Section 1 – Performance Fundamentals
7
Section 2 – Advanced Concurrency
11
Section 3 – Designing and Coding High-Performance Programs

Technical requirements

First of all, you will need a C++ compiler. All examples in this chapter were compiled on a Linux system using GCC or Clang compilers. All major Linux distributions have GCC as a part of their regular install; newer versions may be available in the distribution's repositories. The Clang compiler is available through the LLVM project, http://llvm.org/, although several Linux distributions also maintain their own repositories. On Windows, Microsoft Visual Studio is the most common compiler, but both GCC and Clang are available as well.

Second, you will need a program profiling tool. In this chapter, we will use the Linux "perf" profiler. Again, it comes installed (or is available for installation) on most Linux distributions. The documentation can be found here: https://perf.wiki.kernel.org/index.php/Main_Page.

We will also demonstrate the use of another profiler, the CPU profiler from the set of Google Performance tools (GperfTools) found...