Guide to DataFlow Supercomputing: Basic Concepts, Case Studies, and a Detailed Example by Veljko MilutinoviGuide to DataFlow Supercomputing: Basic Concepts, Case Studies, and a Detailed Example by Veljko Milutinovi

Guide to DataFlow Supercomputing: Basic Concepts, Case Studies, and a Detailed Example

byVeljko Milutinovi, Jakob Salom, Nemanja Trifunovic

Hardcover | May 12, 2015

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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; draws from the authors' extensive experience in both academic teaching and industrial research.

Students, lecturers, and researchers in industry will find this concise book to be an ideal supplementary text for courses and seminars on VLSI, multi-core systems, and DataFlow computing.

Veljko MilutinoviÄ is a Professor in the Department of Computer Engineering at the University of Belgrade, Serbia. He is a member of the Scientific Advisory Board of Maxeler Technologies, and a coauthor of two seminal DataFlow-oriented papers: "Moving from Petaflops (on Simple Benchmarks) to Petadata per Unit of Time and Power (on Soph...
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Title:Guide to DataFlow Supercomputing: Basic Concepts, Case Studies, and a Detailed ExampleFormat:HardcoverDimensions:129 pages, 23.5 × 15.5 × 0.01 inPublished:May 12, 2015Publisher:Springer-Verlag/Sci-Tech/TradeLanguage:English

The following ISBNs are associated with this title:

ISBN - 10:3319162284

ISBN - 13:9783319162287

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Table of Contents

The DataFlow Paradigm

Selected Case Studies

An Example Application: Fourier Transform

Using the WebIDE