Topics in Parallel and Distributed Computing: Enhancing the Undergraduate Curriculum: Performance, Concurrency, and Programming on Modern Platforms
暫譯: 平行與分散計算主題:提升本科課程:現代平台上的效能、併發與程式設計

  • 出版商: Springer
  • 出版日期: 2018-10-15
  • 售價: $2,610
  • 貴賓價: 9.5$2,480
  • 語言: 英文
  • 頁數: 337
  • 裝訂: Hardcover
  • ISBN: 3319931083
  • ISBN-13: 9783319931081
  • 海外代購書籍(需單獨結帳)

商品描述

This book introduces beginning undergraduate students of computing and computational disciplines to modern parallel and distributed programming languages and environments, including map-reduce, general-purpose graphics processing units (GPUs), and graphical user interfaces (GUI) for mobile applications. The book also guides instructors via selected essays on what and how to introduce parallel and distributed computing topics into the undergraduate curricula, including quality criteria for parallel algorithms and programs, scalability, parallel performance, fault tolerance, and energy efficiency analysis. The chapters designed for students serve as supplemental textual material for early computing core courses, which students can use for learning and exercises. The illustrations, examples, and sequences of smaller steps to build larger concepts are also tools that could be inserted into existing instructor material. The chapters intended for instructors are written at a teaching level and serve as a rigorous reference to include learning goals, advice on presentation and use of the material, within early and advanced undergraduate courses. 

Since Parallel and Distributed Computing (PDC) now permeates most computing activities, imparting a broad-based skill set in PDC technology at various levels in the undergraduate educational fabric woven by Computer Science (CS) and Computer Engineering (CE) programs as well as related computational disciplines has become essential. This book and others in this series aim to address the need for lack of suitable textbook support for integrating PDC-related topics into undergraduate courses, especially in the early curriculum. The chapters are aligned with the curricular guidelines promulgated by the NSF/IEEE-TCPP Curriculum Initiative on Parallel and Distributed Computing for CS and CE students and with the CS2013 ACM/IEEE Computer Science Curricula.


商品描述(中文翻譯)

這本書介紹了計算和計算學科的初學本科生現代的平行和分散式程式設計語言及環境,包括 map-reduce、通用圖形處理單元 (GPUs) 和用於行動應用程式的圖形使用者介面 (GUI)。本書還通過選定的文章指導教師如何將平行和分散式計算主題引入本科課程,包括平行演算法和程式的質量標準、可擴展性、平行性能、容錯性和能效分析。為學生設計的章節作為早期計算核心課程的補充文本材料,學生可以用來學習和練習。插圖、範例以及構建更大概念的小步驟序列也是可以插入現有教學材料的工具。為教師編寫的章節以教學層級撰寫,並作為嚴謹的參考,包含學習目標、對材料的呈現和使用建議,適用於早期和進階的本科課程。

由於平行和分散式計算 (PDC) 現在滲透到大多數計算活動中,因此在計算機科學 (CS) 和計算機工程 (CE) 課程以及相關計算學科的本科教育中,傳授廣泛的 PDC 技術技能已變得至關重要。本書及本系列的其他書籍旨在解決將 PDC 相關主題整合到本科課程中,特別是在早期課程中缺乏合適教科書支持的需求。這些章節與 NSF/IEEE-TCPP 平行和分散式計算課程倡議為 CS 和 CE 學生頒布的課程指導方針以及 CS2013 ACM/IEEE 計算機科學課程相一致。

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