DataFlow Supercomputing Essentials (eBook)

Research, Development and Education

Veljko Milutinovic, Jakob Salom, Dragan Veljovic, Nenad Korolija, Dejan Markovic, Luka Petrovic (Autoren)

eBook Download: PDF

2017 | 1st ed. 2017
XI, 150 Seiten
Springer International Publishing (Verlag)
978-3-319-66128-5 (ISBN)

Infos

This informative text/reference highlights the potential of DataFlow computing in research requiring high speeds, low power requirements, and high precision, while also benefiting from a reduction in the size of the equipment. The cutting-edge research and implementation case studies provided in this book will help the reader to develop their practical understanding of the advantages and unique features of this methodology.

This work serves as a companion title to DataFlow Supercomputing Essentials: Algorithms, Applications and Implementations, which reviews the key algorithms in this area, and provides useful examples.

Topics and features: reviews the library of tools, applications, and source code available to support DataFlow programming; discusses the enhancements to DataFlow computing yielded by small hardware changes, different compilation techniques, debugging, and optimizing tools; examines when a DataFlow architecture is best applied, and for which types of calculation; describes how converting applications to a DataFlow representation can result in an acceleration in performance, while reducing the power consumption; explains how to implement a DataFlow application on Maxeler hardware architecture, with links to a video tutorial series available online.

This enlightening volume will be of great interest to all researchers investigating supercomputing in general, and DataFlow computing in particular. Advanced undergraduate and graduate students involved in courses on Data Mining, Microprocessor Systems, and VLSI Systems, will also find the book to be a helpful reference.

Inhalt

Part I Research Maxeler AppGallery Revisited

Discrepancy Reduction Between the Topology of DataFlow Graph and the Topology of FPGA Structure

Part II Development

Polynomial and Rational Functions

Transforming Applications from the Control Flow to the DataFlow Paradigm

Part III Education

Mini Tutorial

Produkt-Details

• Erscheint lt. Verlag: 30.10.2017
• Reihe/Serie: Computer Communications and Networks
• Reihe/Serie: Computer Communications and Networks
• Zusatzinfo: XI, 150 p. 71 illus., 63 illus. in color.
• Verlagsort: Cham
• Sprache: englisch
• Themenwelt: Mathematik / Informatik ► Informatik ► Betriebssysteme / Server
• Themenwelt: Mathematik / Informatik ► Informatik ► Datenbanken
• Schlagworte: Big Data • Dataflow • Field-Programmable Gate Array • Neural networks • Supercomputing
• ISBN-10: 3-319-66128-0 / 3319661280
• ISBN-13: 978-3-319-66128-5 / 9783319661285