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DataFlow Supercomputing Essentials

Algorithms, Applications and Implementations

Produktform: E-Buch Text Elektronisches Buch in proprietärem

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.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. weiterlesen

Dieser Artikel gehört zu den folgenden Serien

Elektronisches Format: PDF

Sprache(n): Englisch

ISBN: 978-3-319-66125-4 / 978-3319661254 / 9783319661254

Verlag: Springer International Publishing

Erscheinungsdatum: 11.12.2017

Seiten: 150

Autor(en): Veljko Milutinovic, Nemanja Trifunovic, Milos Kotlar, Marko Stojanovic, Igor Dundic, Zoran Babovic

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