Parallel Programming: For Multicore and Cluster Systems, 2/e(Hardcover)
暫譯: 平行程式設計:針對多核心與叢集系統,第二版(精裝本)
Thomas Rauber, Gudula Rünger
- 出版商: Springer
- 出版日期: 2013-06-25
- 售價: $4,200
- 貴賓價: 9.5 折 $3,990
- 語言: 英文
- 頁數: 516
- 裝訂: Hardcover
- ISBN: 3642378005
- ISBN-13: 9783642378003
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商品描述
Innovations in hardware architecture, like hyper-threading or multicore processors, mean that parallel computing resources are available for inexpensive desktop computers. In only a few years, many standard software products will be based on concepts of parallel programming implemented on such hardware, and the range of applications will be much broader than that of scientific computing, up to now the main application area for parallel computing.
Rauber and Rünger take up these recent developments in processor architecture by giving detailed descriptions of parallel programming techniques that are necessary for developing efficient programs for multicore processors as well as for parallel cluster systems and supercomputers. Their book is structured in three main parts, covering all areas of parallel computing: the architecture of parallel systems, parallel programming models and environments, and the implementation of efficient application algorithms. The emphasis lies on parallel programming techniques needed for different architectures. For this second edition, all chapters have been carefully revised. The chapter on architecture of parallel systems has been updated considerably, with a greater emphasis on the architecture of multicore systems and adding new material on the latest developments in computer architecture. Lastly, a completely new chapter on general-purpose GPUs and the corresponding programming techniques has been added.
The main goal of the book is to present parallel programming techniques that can be used in many situations for a broad range of application areas and which enable the reader to develop correct and efficient parallel programs. Many examples and exercises are provided to show how to apply the techniques. The book can be used as both a textbook for students and a reference book for professionals. The material presented has been used for courses in parallel programming at different universities for many years.
商品描述(中文翻譯)
硬體架構的創新,例如超執行緒技術(hyper-threading)或多核心處理器,使得平行計算資源可以在廉價的桌上型電腦上使用。在短短幾年內,許多標準軟體產品將基於在這類硬體上實現的平行程式設計概念,而應用範圍將比目前平行計算的主要應用領域——科學計算,廣泛得多。
Rauber 和 Rünger 針對處理器架構的這些最新發展,詳細描述了為了開發高效能的多核心處理器程式以及平行叢集系統和超級電腦所需的平行程式設計技術。他們的書籍分為三個主要部分,涵蓋平行計算的所有領域:平行系統的架構、平行程式設計模型和環境,以及高效應用演算法的實現。重點在於不同架構所需的平行程式設計技術。在這第二版中,所有章節都經過仔細修訂。平行系統架構的章節已大幅更新,更加強調多核心系統的架構,並新增有關最新計算機架構發展的材料。最後,還新增了一個完全新的章節,介紹通用 GPU 及其相應的程式設計技術。
本書的主要目標是介紹可以在多種情況下使用的平行程式設計技術,適用於廣泛的應用領域,並使讀者能夠開發正確且高效的平行程式。書中提供了許多範例和練習,以展示如何應用這些技術。本書可作為學生的教科書和專業人士的參考書。所呈現的材料已在多所大學的平行程式設計課程中使用多年。