Extreme-Scale Computing : A Practical Introduction with C++

Lingua: inglese

Editore: Springer, 2025

3031890329 / 9783031890321

Serie: Libro 6 di 6 - CMS/CAIMS Books in Mathematics

Da: AHA-BUCH GmbH, Einbeck, GermaniaAHA-BUCH GmbH

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Venditore AbeBooks dal 14 agosto 2006

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Druck auf Anfrage Neuware - Printed after ordering - Scientific computing is essential for tackling complex problems across many domains but how can scientists develop high-performance and high-quality software that scales efficiently This book serves as an accessible introduction to extreme-scale computing, specifically designed for domain scientists who may not have formal computer science training but need to harness the power of C++ and parallel computing for large-scale applications.The book begins by covering the fundamentals of scientific computing software management, including essential tools like Linux, Git, and CMake, before diving into a detailed exploration of C++ for extreme-scale computing. Readers familiar with languages like Python will gain the necessary skills to transition to C++ and build scalable, efficient software. Beyond basic programming, this book delves into hardware-aware computing, teaching readers how to optimize software performance by understanding the underlying architecture of modern computational systems. It then introduces parallel computing techniques, covering MPI for distributed memory parallelism, shared memory parallelism, CUDA for GPU programming, and Kokkos for performance portability.Further chapters focus on efficient I/O, debugging, and profiling, which all address aspects of the critical challenge of performance optimization in extreme-scale computing. The book concludes with an overview of popular libraries for extreme-scale computing, equipping readers with the tools they need to solve real-world computational problems. With a balance of theory, practical applications, and illustrative case studies, this book provides domain scientists with a comprehensive roadmap to mastering extreme-scale computing and developing highly parallel and performant software.

Codice articolo 9783031890321

Titolo
Extreme-Scale Computing : A Practical Introduction with C++
Autore
Raymond J. Spiteri
Editore
Springer
Anno di pubblicazione
2025
Condizione
Neu
Rilegatura
Buch
Lingua
inglese
ISBN 10
3031890329
ISBN 13
9783031890321
Peso dell'articolo
774 grammi
Dimensioni
241x160x28 mm
Serie
Libro 6 di 6: CMS/CAIMS Books in Mathematics

AHA-BUCH GmbH

Einbeck, Germania

Venditore con 5 stelle

Venditore AbeBooks dal 14 agosto 2006

Tariffe di spedizione da Germania a U.S.A.

ArticoloDa 5 a 7 giorni lavorativiDa 7 a 10 giorni lavorativi
Primo articoloEUR 30,50EUR 30,50
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