Guide to DataFlow Supercomputing: Basic Concepts, Case Studies, and a Detailed Example (Computer Communications and Networks)
暫譯: 數據流超級計算指南:基本概念、案例研究及詳細範例(計算機通信與網絡)

Veljko Milutinović, Jakob Salom, Nemanja Trifunovic, Roberto Giorgi

  • 出版商: Springer
  • 出版日期: 2015-05-12
  • 售價: $2,420
  • 貴賓價: 9.5$2,299
  • 語言: 英文
  • 頁數: 129
  • 裝訂: Hardcover
  • ISBN: 3319162284
  • ISBN-13: 9783319162287
  • 海外代購書籍(需單獨結帳)

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商品描述

This unique text/reference describes an exciting and novel approach to supercomputing in the DataFlow paradigm. The major advantages and applications of this approach are clearly described, and a detailed explanation of the programming model is provided using simple yet effective examples. The work is developed from a series of lecture courses taught by the authors in more than 40 universities across more than 20 countries, and from research carried out by Maxeler Technologies, Inc. Topics and features: presents a thorough introduction to DataFlow supercomputing for big data problems; reviews the latest research on the DataFlow architecture and its applications; introduces a new method for the rapid handling of real-world challenges involving large datasets; provides a case study on the use of the new approach to accelerate the Cooley-Tukey algorithm on a DataFlow machine; includes a step-by-step guide to the web-based integrated development environment WebIDE.

商品描述(中文翻譯)

這本獨特的文本/參考書描述了一種在資料流(DataFlow)範式下進行超級計算的令人興奮且新穎的方法。這種方法的主要優勢和應用被清楚地描述,並提供了使用簡單而有效的範例來詳細解釋程式設計模型。該作品源自作者在超過20個國家的40多所大學教授的一系列講座課程,以及Maxeler Technologies, Inc.所進行的研究。主題和特點包括:對於大數據問題的資料流超級計算進行徹底介紹;回顧資料流架構及其應用的最新研究;介紹一種快速處理涉及大型數據集的現實挑戰的新方法;提供一個案例研究,展示如何在資料流機器上使用新方法加速Cooley-Tukey演算法;包括一個逐步指南,介紹基於網頁的整合開發環境WebIDE。