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商品詳細
DataFlow Supercomputing Essentials: Algorithms, Applications and Implementations. 1st ed. 2017
・ISBN 978-3-319-66124-7 hard EUR 49.99
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| 著者・編者 | Milutinovic, Veljko / Kotlar, Milos / Stojanovic, Marko / Dundic, Igor / Trifunovic, Nemanja / Babovic, Zoran, |
|---|---|
| シリーズ | (Computer Communications and Networks) |
| 出版社 | (Springer International Publishing AG, SZ) |
| 出版年月 | 2017 |
| ページ数 | 150 pp. |
| 言語 | ENG |
| ニュース番号 | <A02-55539> |
解説
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.