Guide to DataFlow Supercomputing
Basic Concepts, Case Studies, and a Detailed Example
Seiten
2015
|
2015
Springer International Publishing (Verlag)
978-3-319-16228-7 (ISBN)
Springer International Publishing (Verlag)
978-3-319-16228-7 (ISBN)
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.
Erscheint lt. Verlag | 12.5.2015 |
---|---|
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 |
Informatik ► Weitere Themen ► Hardware | |
Schlagworte | control flow • Dataflow • Software engineering • Software Engineering / Softwareentwicklung • Softwareentwicklung • Supercomputing • Supercomputing / HPC (High-Performance-Computing) • VLSI • Wireless Flow |
ISBN-10 | 3-319-16228-4 / 3319162284 |
ISBN-13 | 978-3-319-16228-7 / 9783319162287 |
Zustand | Neuware |
Haben Sie eine Frage zum Produkt? |
Mehr entdecken
aus dem Bereich
aus dem Bereich
entwickle, drucke und baue deine DIY-Objekte
Buch | Hardcover (2023)
Hanser, Carl (Verlag)
34,99 €