Guide to DataFlow Supercomputing
Basic Concepts, Case Studies, and a Detailed Example
(Sprache: Englisch)
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...
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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.
Inhaltsverzeichnis zu „Guide to DataFlow Supercomputing “
The DataFlow Paradigm.- Selected Case Studies.- An Example Application: Fourier Transform.- Using the WebIDE.
Autoren-Porträt von Veljko Milutinovic, Jakob Salom, Nemanja Trifunovic, Roberto Giorgi
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".
Bibliographische Angaben
- Autoren: Veljko Milutinovic , Jakob Salom , Nemanja Trifunovic , Roberto Giorgi
- 2016, Softcover reprint of the original 1st ed. 2015, IX, 129 Seiten, Masse: 15,5 x 23,4 cm, Kartoniert (TB), Englisch
- Verlag: Springer, Berlin
- ISBN-10: 3319367587
- ISBN-13: 9783319367583
Sprache:
Englisch
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