Guide to DataFlow Supercomputing

Basic Concepts, Case Studies, and a Detailed Example

Veljko Milutinović, Jakob Salom, Nemanja Trifunovic, Roberto Giorgi (Autoren)

Buch | Softcover

IX, 129 Seiten

2016 | Softcover reprint of the original 1st ed. 2015
Springer International Publishing (Verlag)
978-3-319-36758-3 (ISBN)

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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.

Veljko Milutinovic 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 Sophisticated Benchmarks)" and "FPGA Accelerator for Floating-Point Matrix Multiplication".

The DataFlow Paradigm.- Selected Case Studies.- An Example Application: Fourier Transform.- Using the WebIDE.

Erscheinungsdatum	14.10.2016
Reihe/Serie	Computer Communications and Networks
Zusatzinfo	IX, 129 p. 94 illus.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Mathematik / Informatik ► Informatik ► Netzwerke
Themenwelt	Informatik ► Weitere Themen ► Hardware
Schlagworte	Computer networking and communications • Computer Science • Computer System Implementation • control flow • Dataflow • Data Mining • data mining and knowledge discovery • Distributed Databases • Expert systems / knowledge-based systems • Input/Output and Data Communications • Software engineering • Supercomputing • systems analysis and design • VLSI • Wireless Flow
ISBN-10	3-319-36758-7 / 3319367587
ISBN-13	978-3-319-36758-3 / 9783319367583
Zustand	Neuware