High Performance Computing In C
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High Performance Computing
Performance Computing: Modern Systems and Practices is a fully comprehensive and easily accessible treatment of high performance computing, covering fundamental concepts and essential knowledge while also providing key skills training. With this book, students will begin their careers with an understanding of possible directions for future research and development in HPC, domain scientists will learn how to use supercomputers as a key tool in their quest for new knowledge, and practicing engineers will discover how supercomputers can employ HPC systems and methods to the design and simulation of innovative products.This new edition has been fully updated, and has been reorganized and restructured to improve accessibility for undergraduate students while also adding trending content such as machine learning and a new chapter on CUDA. - Covers enabling technologies, system architectures and operating systems, parallel programming languages and algorithms, scientific visualization, correctness and performance debugging tools and methods, GPU accelerators, and big data problems - Provides numerous examples that explore the basics of supercomputing while also providing practical training in the real use of high-end computers - Helps users with informative and practical examples that build knowledge and skills through incremental steps - Features sidebars of background and context to present a live history and culture of this unique field
C++ and C # Building High-Performance Applications and Algorithms
Author: Ethan C Miles
language: en
Publisher: Independently Published
Release Date: 2024-12-21
C++ and C#: Building High-Performance Applications and Algorithms By Ethan C. Miles Unlock the full potential of C++ and C# to build cutting-edge, high-performance applications and algorithms! Whether you're a student eager to learn advanced programming techniques or an educator seeking a comprehensive resource, this book is your ultimate guide to mastering High-Performance Computing (HPC). Why Choose This Book? Comprehensive Coverage: From the basics of HPC to the future trends shaping the industry, this book offers a complete learning journey. Practical Techniques: Explore actionable strategies for writing efficient code, optimizing data structures, and parallel programming. Hands-On Examples: Real-world case studies and step-by-step examples ensure you can apply these techniques in real projects. Comparison Focus: Learn the strengths and unique techniques of C++ vs. C#, enabling you to choose the right tools for every scenario. Student-Friendly: Clear explanations, concise chapters, and a structured approach make it ideal for classroom or individual study. What You'll Learn Set up your development environment for maximum performance. Optimize algorithms and data structures for speed and efficiency. Harness the power of parallel programming and SIMD. Profile and fine-tune your applications with advanced performance optimization tools. Build scalable, high-performance applications ready for real-world deployment. Perfect for: Students in computer science, engineering, or software development courses. Educators looking for a comprehensive textbook for high-performance computing classes. Developers seeking to deepen their expertise in writing fast, efficient, and reliable code. Equip yourself with the skills and knowledge to excel in high-performance computing. C++ and C#: Building High-Performance Applications and Algorithms is more than a book-it's your gateway to creating software that is faster, more efficient, and future-proof. Don't wait-start your journey into high-performance computing today!