Learn about memory models, atomics, and synchronization primitives in C++ and how to use them to write correct, efficient, and high-performance concurrent programs. This intermediate-level course is designed for experienced C++ developers who want to deepen their understanding of concurrency and memory models in C++. You will learn about the C++ memory model, including the Sequential Consistency-Data Race Free (SC-DRF) guarantee, and how to use it to reason about the behavior of concurrent programs. You will also learn about different memory barriers and how to use them to enforce ordering constraints between memory accesses. In addition, you will learn about atomics and how to use them to implement efficient synchronization mechanisms in your programs. You will explore the different types of atomics available in C++, including lock-free and wait-free algorithms, and learn how to use them effectively. The course also covers false sharing in caches, which can lead to significant performance degradation in multi-threaded programs. You will learn how to identify and avoid false sharing in your code. This course will help you dive deep into designing and implementing efficient concurrent data structures using the latest C++ features and best practices. These are skills that tools like ChatGPT will take years to develop. The course expects the students to implement the discussed code independently. The course targets self-starters and intermediate-skilled programmers who are interested in nuances of design beyond copy-pasting assignments. Concurrency is crucial in today’s software development landscape, and creating data structures that multiple threads can safely and efficiently access is essential. In this course, you’ll: By the end of this course, you’ll be well-equipped to design and implement high-performance concurrent data structures in C++ that can scale on multi-core systems and handle high levels of concurrency. Discover the benefits of learning concurrency with C++20: Finally, the course provides an overview of performance analysis tools such as perf, Valgrind, Intel Vtune, Google Orbit, and gdb, which can be used to profile, debug, and optimize your code. Throughout the course, you will work on practical examples and can pursue hands-on exercises independently to reinforce your understanding of the material. By the end of this course, you will have solid experience with memory models and concurrency in C++ and be able to write correct, efficient, high-performance concurrent programs. Tags: ConcurrencyDevelopmentProgramming Languages
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