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Computer Communications and Networks
cover

DataFlow Supercomputing Essentials

Algorithms, Applications and Implementations

Authors: Milutinovic, V., Kotlar, M., Stojanovic, M., Dundic, I., Trifunovic, N., Babovic, Z.

  • Reviews the advantages of the DataFlow paradigm for supercomputing
  • Introduces the DataFlow programming model
  • Provides a selection of algorithm examples that illuminate the DataFlow paradigm
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eBook 64,19 €
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  • ISBN 978-3-319-66125-4
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Hardcover 80,07 €
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  • ISBN 978-3-319-66124-7
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
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Softcover 80,07 €
price for Spain (gross)
  • ISBN 978-3-319-88183-6
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • Usually dispatched within 3 to 5 business days.
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About this book

This illuminating text/reference reviews the fundamentals of programming for effective DataFlow computing. The DataFlow paradigm enables considerable increases in speed and reductions in power consumption for supercomputing processes, yet the programming model requires a distinctly different approach. The algorithms and examples showcased in this book will help the reader to develop their understanding of the advantages and unique features of this methodology.

This work serves as a companion title to DataFlow Supercomputing Essentials: Research, Development and Education, which analyzes the latest research in this area, and the training resources available.

Topics and features: presents an implementation of Neural Networks using the DataFlow paradigm, as an alternative to the traditional ControlFlow approach; discusses a solution to the three-dimensional Poisson equation, using the Fourier method and DataFlow technology; examines how the performance of the Binary Search algorithm can be improved through implementation on a DataFlow architecture; reviews the different way of thinking required to best configure the DataFlow engines for the processing of data in space flowing through the devices; highlights how the DataFlow approach can efficiently support applications in big data analytics, deep learning, and the Internet of Things.

This indispensable volume will benefit all researchers interested in 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 an invaluable resource.

Table of contents (5 chapters)

Table of contents (5 chapters)
  • Implementing Neural Networks by Using the DataFlow Paradigm

    Pages 3-44

    Milutinovic, Veljko (et al.)

  • Solving the Poisson Equation by Using DataFlow Technology

    Pages 47-92

    Milutinovic, Veljko (et al.)

  • Binary Search in the DataFlow Paradigm

    Pages 93-107

    Milutinovic, Veljko (et al.)

  • Introductory Overview on Implementation Tools

    Pages 111-126

    Milutinovic, Veljko (et al.)

  • DataFlow Systems: From Their Origins to Future Applications in Data Analytics, Deep Learning, and the Internet of Things

    Pages 127-148

    Milutinovic, Veljko (et al.)

Buy this book

eBook 64,19 €
price for Spain (gross)
  • ISBN 978-3-319-66125-4
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 80,07 €
price for Spain (gross)
  • ISBN 978-3-319-66124-7
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
Softcover 80,07 €
price for Spain (gross)
  • ISBN 978-3-319-88183-6
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
DataFlow Supercomputing Essentials
Book Subtitle
Algorithms, Applications and Implementations
Authors
Series Title
Computer Communications and Networks
Copyright
2017
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG
eBook ISBN
978-3-319-66125-4
DOI
10.1007/978-3-319-66125-4
Hardcover ISBN
978-3-319-66124-7
Softcover ISBN
978-3-319-88183-6
Series ISSN
1617-7975
Edition Number
1
Number of Pages
XI, 150
Number of Illustrations
2 b/w illustrations, 50 illustrations in colour
Topics

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