Parallel Computing: Accelerating Computational Science and Engineering

Parallel Computing: Accelerating Computational Science and Engineering

F. Peters , G.R. Joubert , M. Bader
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Jan 1, 2014 · 英語 · 精裝書 (872 頁數)
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書籍詳情

格式 精裝書
頁數 872
語言 英語
已出版 Jan 1, 2014
出版商 IOS Press
ISBN-10 1614993807
ISBN-13 9781614993803

描述

The work delves into the vast and dynamic field of parallel computing, where multiple computations are carried out simultaneously to enhance efficiency and speed. It serves as an insightful resource for those engaged in computational science and engineering, providing a thorough examination of contemporary methods and techniques. The authors blend theory with practical applications, drawing on their extensive knowledge to illustrate how parallel computing solutions can be effectively integrated into various scientific and engineering disciplines.

Readers are introduced to a range of advanced concepts, including the architecture of parallel systems and algorithms that can exploit these systems for improved performance. The book emphasizes the importance of scalability and the ability to handle large datasets, which is becoming increasingly crucial in today's data-driven world. Real-world examples and case studies illustrate how these theoretical principles are applied in practice, making complex ideas more accessible.

Through collaborative efforts, the authors address key challenges faced in parallel computing, such as load balancing and resource management. The discussions reflect ongoing research and advancements in the field, encouraging readers to think critically about future developments. They underscore the impact of parallel computing on enhancing computational capabilities across various domains, from climate modeling to bioinformatics.

Ultimately, the work aims to inspire both seasoned practitioners and newcomers in computational science and engineering, equipping them with the knowledge to leverage parallel computing effectively. It stands as a testament to the collaborative spirit within the research community and the growing importance of accelerating scientific discoveries through innovative computing techniques.
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