Guide to Dataflow Supercomputing: Basic Concepts, Case Studies, and a Detailed Example Softcover Repri Edition Contributor(s): Milutinovic, Veljko (Author), Salom, Jakob (Author), Trifunovic, Nemanja (Author) |
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ISBN: 3319367587 ISBN-13: 9783319367583 Publisher: Springer
Binding Type: Paperback - See All Available Formats & Editions Published: October 2016 Click for more in this series: Computer Communications and Networks |
Additional Information |
BISAC Categories: - Computers | Databases - Data Mining - Computers | Software Development & Engineering - General |
Dewey: 003.3 |
Series: Computer Communications and Networks |
Physical Information: 0.3" H x 6.14" W x 9.21" L (0.45 lbs) 129 pages |
Descriptions, Reviews, Etc. |
Publisher Description: 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. |
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