Modern-CPP-Programming/README.md

# Modern C++ Programming

<p align="center">
<img src="other/cpp_logo.png" />
</p>
<p align="center">
    <a href="https://github.com/federico-busato/Modern-CPP-Programming/releases" alt="Release">
        <img src="https://img.shields.io/github/v/release/federico-busato/Modern-CPP-Programming?style=for-the-badge"/>
    </a>
</p>

<p align="center">
    <a alt="Stars">
        <img src="https://img.shields.io/github/stars/federico-busato/Modern-CPP-Programming?style=for-the-badge"/>
    </a>
    <a href="https://github.com/federico-busato/Modern-CPP-Programming/network/members" alt="Forks">
        <img src="https://img.shields.io/github/forks/federico-busato/Modern-CPP-Programming?style=for-the-badge"/>
    </a>
</p>
<p align="center">
    <a href="https://github.com/federico-busato/Modern-CPP-Programming/commits/master" alt="Commits">
        <img src="https://badgen.net/github/commits/federico-busato/Modern-CPP-Programming?style=for-the-badge&scale=1.2"/>
    </a>
</p>
<p align="center">
    <a href="https://github.com/federico-busato/Modern-CPP-Programming-Material/issues" alt="Issues">
        <img src="https://badgen.net/github/closed-issues/federico-busato/Modern-CPP-Programming?style=for-the-badge&scale=1.2"/>
    </a>
</p>

## C++11  /  C++14  /  C++17  / C++20 / (C++23)

This *open-access* course is directed at those who are already familiar with C and object-oriented programming towards a proficiency level of C++ programming. The course covers the basics of C++ programming and moves on to advanced C++ semantics and concepts.

**Key features**:

- *Free and frequently updated*
- *22 lectures, ~1500 slides*
- Include the *last language standard* concepts and features
- *Practical teaching*: non-verbose, short structured descriptions associated with code
- *Minimal code examples* for showing just a specific feature or issue without digressing
- *Complementary language aspects*: tools, coding conventions, project organization, and code optimization
- *Experience-based*: many aspects, examples, and problems come from real-world cases faced during my work as software engineer

If you enjoy the course or you find it useful, please add a **Star**

 [![stars - Modern-CPP-Programming](https://img.shields.io/github/stars/federico-busato/Modern-CPP-Programming?style=social)](https://github.com/federico-busato/Modern-CPP-Programming)

## CHAPTERS

| #      | TITLE                                                                                                                                                                                                                                                                                          | MAIN FOCUS                                                                                |
| ------ | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ----------------------------------------------------------------------------------------- |
| **1**  | [**Introduction**](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/01.Introduction.pdf) ([html](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/htmls/01.Introduction.html))                                                                       | History of C/C++, Areas of Applications, Course introduction                              |
| **2**  | [**Basic Concepts I - Fundamental Types**](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/02.Basic_Concepts_I.pdf) ([html](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/htmls/02.Basic_Concepts_I.html))                                       | Types overview, operators, and conversion                                                 |
| **3**  | [**Basic Concepts II - Integral and Floating-point Types**](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/03.Basic_Concepts_II.pdf) ([html](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/htmls/03.Basic_Concepts_II.html))                    | Integral and floating-point types and their arithmetic                                    |
| **4**  | [**Basic Concepts III - Entities and Control Flow**](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/04.Basic_Concepts_III.pdf) ([html](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/htmls/04.Basic_Concepts_III.html))                         | Enumerators, structures, control flow statements                                          |
| **5**  | [**Basic Concepts IV - Memory Management**](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/05.Basic_Concepts_IV.pdf) ([html](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/htmls/05.Basic_Concepts_IV.html))                                    | Heap, Stack, pointers, references, const properties, conversion operators                 |
| **6**  | [**Basic Concepts V - Functions and Preprocessing**](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/06.Basic_Concepts_V.pdf) ([html](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/htmls/06.Basic_Concepts_V.html))                             | Functions, lambda expressions, preprocessing directives                                   |
| **7**  | [**Object Oriented Programming I - Class Concepts**](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/07.Object_Oriented_I.pdf) ([html](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/htmls/07.Object_Oriented_I.html))                           | Class hierarchy, constructor, destructor, class keywords                                  |
| **8**  | [**Object Oriented Programming II - Polymorphism and Operator Overloading**](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/08.Object_Oriented_II.pdf) ([html](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/htmls/08.Object_Oriented_II.html)) | Polymorphism, operators overloading                                                       |
| **9**  | [**Templates and Meta-programming I - Function Templates and Compile-Time Utilities**](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/09.Templates_I.pdf) ([html](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/htmls/09.Templates_I.html))     | Function template, type traits                                                            |
| **10** | [**Templates and Meta-programming II - Class Templates and SFINAE**](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/10.Templates_II.pdf) ([html](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/htmls/10.Templates_II.html))                     | Class template, SFINAE                                                                    |
| **11** | [**Translation Units I**](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/11.Translation_Units_I.pdf) ([html](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/htmls/1.Translation_Units_I.html))                                                   | Linkage and One Definition Rule                                                           |
| **12** | [**Translation Units II**](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/12.Translation_Units_II.pdf) ([html](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/htmls/12.Translation_Units_II.html))                                               | Dealing with multiple translation units and files,  `#include`, and modules               |
| **13** | [**Code Conventions**](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/13.Code_Convention.pdf) ([html](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/htmls/13.Code_Convention.html))                                                             | Project organization and main code conventions                                            |
| **14** | [**Ecosystem I**](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/14.Ecosystem_I.pdf) ([html](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/htmls/14.Ecosystem_I.html))                                                                          | Debugging, and testing                                                                    |
| **15** | [**Ecosystem II**](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/15.Ecosystem_II.pdf) ([html](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/htmls/15.Ecosystem_II.html))                                                                       | Cmake, documenting, and other Tools                                                       |
| **16** | [**Utilities**](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/16.Utilities.pdf) ([html](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/htmls/16.Utilities.html))                                                                                | Main `std` libraries                                                                      |
| **17** | [**Containers, Iterators, and Algorithms**](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/17.Iterators_Containers_Alg.pdf) ([html](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/htmls/17.Iterators_Containers_Alg.html))                      | Containers, iterators, algorithms, ranges                                                 |
| **18** | [**Advanced Topics I**](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/18.Advanced_Topics_I.pdf) ([html](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/htmls/18.Advanced_Topics_I.html))                                                        | Move semantics, universal reference, type deduction                                       |
| **19** | [**Advanced Topics II**](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/19.Advanced_Topics_II.pdf) ([html](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/htmls/19.Advanced_Topics_II.html))                                                     | Error handling, C++ idioms, smart pointers                                                |
| **20** | [**Optimization I - Basic Concepts**](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/20.Optimization_I.pdf) ([html](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/htmls/20.Optimization_I.html))                                                | Ahmdal Law, performance bounds, architecture concepts (ILP, SIMD, etc.), memory hierarchy |
| **21** | [**Optimization II - Code Optimization**](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/21.Optimization_II.pdf) ([html](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/htmls/21.Optimization_II.html))                                          | Arithmetic optimizations, memory optimizations, etc.                                      |
| **22** | [**Optimization III - Non-Coding Optimizations and Benchmarking**](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/22.Optimization_III.pdf) ([html](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/htmls/22.Optimization_III.html))               | Compiler optimizations, profiling and benchmarking tools                                  |

***ALL-IN-ONE BOOK***: [**modern-cpp.pdf**](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/modern-cpp.pdf) (could be a few commits behind), [html](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/htmls/modern-cpp.html)

## TOPICS IN DETAILS

**[1. Introduction](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/01.Introduction.pdf)**

* **A Little History of C/C++ Programming Languages**
* **Areas of Application and Popularity**
* **C++ Philosophy**
* **C++ Weakness**
* **Books and References**
* **The Course**

**[2. Basic Concepts I - Fundamental Types and Operations](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/02.Basic_Concepts_I.pdf)**

* **Preparation**: What compiler should I use?, What editor/IDE compiler should I use?, How to compile?
* **Hello World**: I/O Stream
* **C++ Fundamental Types Overview**: Arithmetic types, Non-standard arithmetic types, `void` type, Pointer type and `nullptr`
* **Conversion Rules**
* **`auto` declaration**
* **C++ Operators**: Operators precedence, Prefix/Postfix increment/decrement, Assignment, Compound , and Comma operators, Spaceship operator `<=>` , Safe Comparison Operators

**[3. Basic Concepts II - Integral and Floating-point Types](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/03.Basic_Concepts_II.pdf)**

* **Integral Data Types**: Fixed width integers, `size_t` and`ptrdiff_t`, Signed/Unsigned integer characteristics, Promotion, Truncation, Undefined behavior
* **Floating-point Types and Arithmetic**: IEEE Floating-point Standard and Other Representations, Normal/Denormal values, Infinity, Not a Number (`NaN`), Machine Epsilon, Units at the Last Place (ULP), Cheatsheet, Summary, Arithmetic Properties, Detect Floating-point Errors
* **Floating-point Issues**: Catastrophic cancellation, Floating-point comparison

**[4. Basic Concepts III - Entities and Control Flow](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/04.Basic_Concepts_III.pdf)**

* **Entities**
* **Declaration and Definition**
* **Enumerators**
* **`struct`, Bitfield, `union`**
* **Control Flow**: `if` Statement, `for` Loop, Range-base `for` loop, `switch`, `goto`, Avoid unused variable warning `[[maybe unused]]`

**[5. Basic Concepts IV - Memory Concepts](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/05.Basic_Concepts_IV.pdf)**

* **Heap and Stack**: Stack Memory, `new`, `delete`, Non-allocating placement allocation, Non-throwing allocation, Memory leak
* **Initialization**: Variable initialization, Uniform initialization, Fixed-size array initialization, Structure initialization, Dynamic memory initialization
* **Pointers and References**: Pointer Operations, Address-of operator `&`, Reference
* **Constant and Literals, `const`, `constexpr`, `consteval`, `constinit`**, `if constexpr`, `std::is constant evaluated()`, `if consteval`
* **`volatile` keyword**
* **Explicit Type Conversion**: `static_cast`, `const_cast`, `reinterpret_cast`, Type punning
* `sizeof` Operator

**[6. Basic Concepts V - Functions and Preprocessing](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/06.Basic_Concepts_V.pdf)**

* **Functions**: Pass by-value, Pass by-pointer, Pass by-reference, Function signature and Overloading, Overloading and `=delete`, Default parameters, Attributes `[[attributes]]`
* **Function Pointer and Function Objects** 
* **Lambda Expressions**: Capture list, Parameters, Composability, `constexpr/consteval`, `template`, `mutable`, `[[nodiscard]]`, Capture list and classes
* **Preprocessing**: Preprocessors, Common errors, Source location macros, Conditional compiling macros, Stringizing operator (`#`),  `#error` and `warning`, `#pragma`, Token-Pasting Operator (`##`), Variadic Macro

**[7. Object-Oriented Programming I - Class Concepts](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/07.Object_Oriented_I.pdf)**

* **C++ Classes**: RAII Idiom
* **Class Hierarchy**
* **Access specifiers**: Inheritance access specifiers, When use `public/protected/private` for data members?
* **Class Constructor**: Default constructor, Class initialization, Uniform initialization for objects, Delegate constructor, `explicit` keyword, `[[nodiscard]]` and classes
* **Copy Constructor**
* **Class Destructor**
* **Defaulted  Constructors, Destructor, and Operators** (`= default`)
* **Class Keywords**: `this`, `static`, `const`, `mutable`, `using`, `friend`, `delete`

**[8. Object-Oriented Programming II - Polymorphism and Operator Overloading](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/08.Object_Oriented_II.pdf)**

* **Polymorphism**: `virtual` methods, Virtual table, `override` keyword, `final` keyword, Common errors, Pure virtual method, Abstract class and interface
* **Inheritance Casting and Run-time Type Identification**
* **Operator Overloading**: Overview, Comparison operator `<`, Spaceship operator `<=>`, Subscript operator `[]`, Multidimensional Subscript operator `[]`, Function call operator `()`, static operator `[]` and operator `()`, Conversion operator `T()`, Return type overloading resolution, Increment and decrement operators `++`/`--`, Assignment operator `=`, Stream operator `<<`, Operator Notes
* **C++ Special Objects**: Aggregate, Trivial class, Standard-layout class, Plain old data (POD), Hierarchy

**[9. Templates and Meta-programming I - Function Templates and Compile-Time Utilities](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/09.Templates_I.pdf)**

* **Function Template**: Overview, Template parameters, Template parameter - default value, Overloading, Specialization
* **Template Variable**
* **Template Parameter Types**: Generic Type Notes, `auto` Placeholder, Class template parameter type, Array and pointer types, Function type 
* **Compile-Time Utilities**: `static_assert`, `decltype` Keyword, `using` Keyword
* **Type Traits**: Overview, Type traits library, Type manipulation

**[10. Templates and Meta-programming II -  Class Templates and SFINAE](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/10.Templates_II.pdf)**

* **Class Template**: Class specialization, Class template constructor, Constructor template automatic deduction (CTAD)
* **Class Template - Advanced Concepts**: Class + Function - Specialization, Dependent Names - `typename` and `template` Keywords, Class template hierarchy and `using`, `friend` Keyword, Template Template Arguments
* **Template Meta-Programming**
* **SFINAE: Substitution Failure Is Not An Error**: Function SFINAE, Class SFINAE, Class + Function SFINAE
* **Variadic Template**: Folding Expression, Variadic class template
* **C++20 Concepts**: Overview, `concept` Keyword, `requires` Clause, `requires` Expression, `requires` Expression + Clause, `requires` Clause + Expression, `requires` and `constexpr`, Nested `requires`

**[11. Translation Units I - Linkage and One Definition Rule](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/11.Translation_Units_I.pdf)**

* **Basic Concepts**: Translation unit, Local and global scope, Linkage
* **Storage Class and Duration**: Storage duration, Storage class, `static` and `extern` keywords, Internal/External linkage examples
* **Linkage of `const` and `constexpr`**: Static Initialization Order Fiasco
* **Linkage Summary**
* **Dealing with Multiple Translation Units**: Class in multiple translation units
* **One Definition Rule (ODR)**: Global variable issues, ODR - Point 3, `inline` functions/variables, `constexpr` and `inline`
* **ODR - Function Template**: Cases, `extern` keyword
* **ODR - Class Template**: Cases, `extern` keyword
* **ODR Undefined Behavior and Summary**

**[12. Translation Units II - Include, Module, and Namespace](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/12.Translation_Units_II.pdf)**

- **`#include` Issues**: Forward declaration, Include guard, Circular dependencies, Common linking errors
- **C++20 Modules**: Overview, Terminology, Visibility and Reachability, Module unit types, Keywords, Global module fragment, Private module fragment, Header module unit, Module partitions
- **Namespace**: Namespace functions vs. `static` methods, Namespace alias, Anonymous namespace, `inline` namespace, Attributes and namespace
- **Compiling Multiple Translation Units**: Fundamental compiler flags, Compile Methods, Deal with libraries, Build static/dynamic libraries, Find dynamic library dependencies, Analyze object/executable symbols

**[13. Code Conventions](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/13.Code_Convention.pdf)**

* **C++ Project Organization**: Project directories, Project files, “Common” Project Organization Notes, Alternative - “Canonical” project organization
* **Coding Styles and Conventions**
* **`#include`**
* **Macro and Preprocessing**
* **Namespace**
* **Variables and Arithmetic Types**
* **Functions**
* **Structs and Classes**
* **Control Flow**
* **Modern C++ Features**
* **Maintainability**
* **Naming**
* **Readability and Formatting**
* **Code Documentation**

**[14. Ecosystem I - Debugging](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/14.Ecosystem_I.pdf)**

* **Debugging**
* **Assertion**
* **Execution debugging**: Breakpoints, Watchpoints / Catchpoints, Control Flow, Stack and Info, Print, Disassemble
* **Memory Debugging**: `valgrind`, Stack protection
* **Sanitizers**: Address sanitizer, Leak sanitizer, Memory sanitizers, Undefined behavior sanitizer
* **Debugging Summary**
* **Compiler Warnings**
* **Static Analysis**
* **Code Testing**: Unit test, Test-Driven Development (TDD), Code coverage, Fuzz testing
* **Code Quality**: `clang-tidy`

**[15. Ecosystem II - Cmake and Other Tools](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/15.Ecosystem_II.pdf)**

- **CMake**: `cmake` and `ctest`
- **Code Documentation**: `doxygen`
- **Code Statistics**: Count lines of code, Cyclomatic complexity analyzer
- **Other Tools**: Code formatting - `clang-format`, `Compiler Explorer`, Code transformation - `CppInsights`, Code autocompletion - `GitHub Co-Pilot/TabNine/Kite`, Local code search - `ripgrep`, Code search engine - `searchcode/grep.app`, Code benchmarking - `Quick-Bench`, Font for Coding

**[16. Utilities](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/16.Utilities.pdf)**

* **I/O Stream**: Manipulator, `ofstream/ifstream`
* **Strings**: `std::string`, Conversion from/to numeric  values, `std::string_view`, `std::format`, `std::print`
* **Math Libraries**
* **Random Number**: Basic Concepts, C++ `<random>`, Seed, PRNG period and quality, Distribution, Quasi-random
* **Time Measuring**: Wall-Clock time, User time, System time
* **Std Class Templates**: `std::pair`, `std::tuple`, `std::variant`, `std::optional`, `std::any`, `std::stacktrace`
* **Filesystem Library**: Query methods, Modify methods

**[17. Containers, Iterators, and Algorithms](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/17.Iterators_Containers_Alg.pdf)**

* **Containers and Iterators**
* **Sequence Containers**: `std::array`, `std::vector`, `std::list`, `std::deque`, `std::forward_list`
* **Associative Containers**: `std::set`, `std::map`, `std::multiset`
* **Container Adaptors**: `std::stack`, `std::queue`, `std::priority_queue`
* **View**: `std::span`
* **Implement a Custom Iterator**: Semantic, Implement a simple Iterator
* **Iterator Utility Methods**: `std::advance`, `std::next`, `std::prev`, `std::distance`, Container access methods, Iterator traits
* **Algorithms Library**: `std::find_if`, `std::sort`, `std::accumulate`, `std::generate`, `std::remove_if`
* **C++20 Ranges**: Key concepts, Range view,  Range adaptor, Range factory, Range algorithms, Range actions

**[18. Advanced Topics I](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/18.Advanced_Topics_I.pdf)**

* **Move Semantic**: `lvalues` and `rvalues` references, Move semantic, `std::move`, Class Declaration Semantic
* **Universal Reference and Perfect Forwarding**: Universal reference, Reference collapsing rules, Perfect forwarding
* **Value Categories**
* **`&`, `&&` Ref-qualifiers and `volatile` Overloading**
* **Copy Elision and RVO**
* **Type Deduction**: Pass by-reference, Pass by-pointer, Pass by-value, `auto` deduction
* **`const` Correctness**

**[19. Advanced Topics II](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/19.Advanced_Topics_II.pdf)**

- **Undefined Behavior:** Common cases, Detecting undefined behavior
- **Error Handling**: C++ Exceptions, Defining custom exceptions, `noexcept` keyword, Memory allocation issues, Alternative error handling approaches
- **C++ Idioms**: Rule of zero/three/five, Singleton, PIMPL, CRTP, Template Virtual Functions
- **Smart pointers**: `std::unique_ptr`, `std::shared_ptr`, `std::weak_ptr`
- **Concurrency**: Thread Methods, Mutex, Atomic, Task-based parallelism

**[20. Optimization I - Basic Concepts](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/20.Optimization_I.pdf)**

* **Introduction**: Moore’s Law, Moore’s Law limitations, Reasons for Optimizing
* **Basic Concepts**: Asymptotic complexity, Time-Memory Trade-off, Developing Cycle, Ahmdal's law, Throughput, Bandwidth, Latency, Performance bounds, Arithmetic intensity
* **Basic Architecture Concepts**: Instruction-level parallelism (ILP), Little’s law, Data-level parallelism (SIMD), Thread-level parallelism (TLP), Single Instruction Multiple Threads (SIMT), RISC, CISC Instruction sets
* **Memory Hierarchy**: Memory hierarchy concepts, Memory locality

**[21. Optimization II - Code Optimization](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/21.Optimization_II.pdf)**

* **I/O Operations**: `printf`, Memory mapped I/O, Speed up raw data loading
* **Memory Optimizations**: Heap memory, Stack memory, Cache utilization, data alignment, Memory Prefetch
* **Arithmetic**: Data types, Operations, Conversion, Floating-point, Compiler intrinsic functions, Value in a range, Lookup table
* **Control Flow**: Loop hoisting, Loop unrolling, Branch hints `[[likely/unlikely]]`, Compiler hints `[[assume]]`, Recursion
* **Functions**: Function call cost, Argument passing, Function optimizations, Function inlining, Pointers aliasing
* **Object-Oriented Programming**
* **Std Library and Other Language Aspects**

**[22. Optimization III - Non-Coding Optimizations and Benchmarking](https://github.com/federico-busato/Modern-CPP-Programming/blob/master/22.Optimization_III.pdf)**

* **Compiler Optimizations**: About the compiler, Compiler optimization flags, Linker optimization flags, Architecture flags, Help the Compiler to produce better code, Profile guided optimization (PGO), Post-Processing Binary Optimizer
* **Compiler Transformation Techniques**: Basic Transformations, Loop unswitching, Loop fusion, Loop fission, Loop interchange, Loop tiling
* **Libraries and Data Structures**: External libraries
* **Performance Benchmarking**: What to test?, Workload/Dataset quality, Cache behavior, Stable CPU performance, Program, Multi-threads considerations, Program memory layout, Measurement overhead, Compiler optimizations, Metric evaluation
* **Profiling**: `gprof`, `uftrace`, `callgrind`, `cachegrind`, `perf` Linux profiler
* **Parallel Computing**: Concurrency vs. Parallelism, Performance scaling, Gustafson’s Law, Parallel programming languages

### Roadmap

1. Software Design Chapter
2. Build Aspects Chapter (e.g. reducing build time)

### Essential Tool

Online compiler and execution: [CompilerExplorer](https://godbolt.org/)

* for code execution: [Add new..] -> [execution only]

### Reporting bugs 🐛 and contributing

If you find any typo, conceptual error, or section to improve, please report them by using the `issue` panel.

## Author

`Federico Busato`, https://federico-busato.github.io/

- Twitter: [twitter.com/fedebusato](https://twitter.com/fedebusato)
- LinkedIn: [www.linkedin.com/in/federico-busato/](https://www.linkedin.com/in/federico-busato/)