Guide to DataFlow Supercomputing
Autor: | Giorgi, Roberto Milutinovi¿, Veljko Salom, Jakob Trifunovic, Nemanja |
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EAN: | 9783319162287 |
Sachgruppe: | Informatik, EDV |
Sprache: | Englisch |
Seitenzahl: | 140 |
Produktart: | Gebunden |
Veröffentlichungsdatum: | 12.05.2015 |
Untertitel: | Basic Concepts, Case Studies, and a Detailed Example |
Schlagworte: | Data Mining (EDV) EDV / Theorie / Software-Entw. / Software Engineering |
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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.