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Author Milutinović, Veljko, author.

Title Guide to dataflow supercomputing : basic concepts, case studies, and a detailed example / Veljko Milutinović, Jakob Salom, Nemanja Trifunovic, Roberto Giori
Published Cham : Springer, [2015]


Description 1 online resource : illustrations (chiefly color)
Series Computer communications and networks, 2197-8433
Computer communications and networks.
Contents The DataFlow Paradigm -- Selected Case Studies -- An Example Application: Fourier Transform -- Using the WebIDE
Summary 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. Dr. Veljko Milutinović is a Professor in the Department of Computer Engineering at the University of Belgrade, Serbia. His publications include the Springer title Application and Multidisciplinary Aspects of Wireless Sensor Networks. Dr. Jakob Salom is a member of the Mathematical Institute of the Serbian Academy of Sciences and Arts. Nemanja Trifunovic is a Project Manager at Maxeler Technologies, Palo Alto, CA, USA. Dr. Roberto Giorgi is an Associate Professor of Computer Engineering at the University of Siena, Italy
Bibliography Includes bibliographical references and index
Notes English
Online resource; title from PDF title page (Ebsco, viewed May 5, 2015)
Subject High performance computing.
Data flow computing.
Data mining.
Software Engineering.
Systems analysis & design.
Computer networking & communications.
COMPUTERS -- Computer Science.
COMPUTERS -- Data Processing.
COMPUTERS -- Information Technology.
COMPUTERS -- Machine Theory.
COMPUTERS -- Reference.
Data flow computing.
High performance computing.
Form Electronic book
Author Salom, Jakob, author
Trifunovic, Nemanja (Writer on computing), author.
Giorgi, Roberto (Computer engineer), author.
ISBN 9783319162294
Other Titles Guide to data flow supercomputing