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The C++ Programmer's Mindset

The C++ Programmer's Mindset

By : Sam Morley
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The C++ Programmer's Mindset

The C++ Programmer's Mindset

By: Sam Morley

Overview of this book

Solve complex problems in C++ by learning how to think like a computer scientist. This book introduces computational thinking—a framework for solving problems using decomposition, abstraction, and pattern recognition—and shows you how to apply it using modern C++ features. You'll learn how to break down challenges, choose the right abstractions, and build solutions that are both maintainable and efficient. Through small examples and a large case study, this book guides you from foundational concepts to high-performance applications. You’ll explore reusable templates, algorithms, modularity, and even parallel computing and GPU acceleration. With each chapter, you’ll not only expand your C++ skillset, but also refine the way you approach and solve real-world problems. Written by a seasoned research engineer and C++ developer, this book combines practical insight with academic rigor. Whether you're designing algorithms or profiling production code, this book helps you deliver elegant, effective solutions with confidence.
Table of Contents (19 chapters)
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18
Index

Identifying slow computation

There are many reasons why a particular piece of code might be slower than expected. Most of the time, this is because of memory bottlenecks and suboptimal cache performance. However, one can also run into other problems, such as instruction cache overflows and branch prediction failures. Instruction cache overflows occur when your program contains too many instructions for the processor to keep in cache at any given time. For instance, this might occur if one unrolls a loop into too many steps. Each time the outer loop returns to the beginning, this will cause an instruction cache miss and greatly reduce the ability of the instruction decode to feed instructions to the core itself. perf sometimes refers to issues involving instruction decoding and branching as being frontend-bound.

In Chapter 4, we discussed in detail how speculative execution is one of the reasons modern processors can perform so well, and gave an example of where speculative execution...

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