A Practical Approach to High-Performance Computing
暫譯: 高效能計算的實用方法
Kurgalin, Sergei, Borzunov, Sergei
- 出版商: Springer
- 出版日期: 2020-11-19
- 售價: $2,190
- 貴賓價: 9.5 折 $2,081
- 語言: 英文
- 頁數: 206
- 裝訂: Quality Paper - also called trade paper
- ISBN: 3030275604
- ISBN-13: 9783030275600
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商品描述
The book discusses the fundamentals of high-performance computing. The authors combine visualization, comprehensibility, and strictness in their material presentation, and thus influence the reader towards practical application and learning how to solve real computing problems. They address both key approaches to programming modern computing systems: multithreading-based parallelizing in shared memory systems, and applying message-passing technologies in distributed systems.
The book is suitable for undergraduate and graduate students, and for researchers and practitioners engaged with high-performance computing systems. Each chapter begins with a theoretical part, where the relevant terminology is introduced along with the basic theoretical results and methods of parallel programming, and concludes with a list of test questions and problems of varying difficulty. The authors include many solutions and hints, and often sample code.
商品描述(中文翻譯)
本書討論高效能計算的基本原理。作者在材料呈現上結合了可視化、可理解性和嚴謹性,從而引導讀者朝向實際應用,學習如何解決真實的計算問題。他們探討了編程現代計算系統的兩個關鍵方法:基於多執行緒的共享記憶體系統平行化,以及在分散式系統中應用訊息傳遞技術。
本書適合本科生和研究生,以及從事高效能計算系統的研究人員和實務工作者。每一章節都以理論部分開始,介紹相關術語以及平行編程的基本理論結果和方法,並以不同難度的測試問題和練習題結束。作者提供了許多解答和提示,並經常附上範例程式碼。
作者簡介
作者簡介(中文翻譯)
謝爾蓋·庫爾加林(Sergei Kurgalin)和謝爾蓋·博爾祖諾夫(Sergei Borzunov)在沃羅涅什國立大學(Voronezh State University)多年來教授相關課程,包括平行程式設計(Parallel Programming)、平行計算技術(Technologies of Parallel Computing)、平行與網格技術(Parallel and Grid Technologies)以及平行數據處理演算法(Parallel Data Processing Algorithms),涵蓋學士和碩士層級。