1 option
Guide to DataFlow Supercomputing : Basic Concepts, Case Studies, and a Detailed Example / by Veljko Milutinović, Jakob Salom, Nemanja Trifunovic, Roberto Giorgi.
- Format:
- Book
- Author/Creator:
- Milutinović, Veljko, author.
- Salom, Jakob, author.
- Trifunovic, Nemanja (Writer on computing), author.
- Giorgi, Roberto (Computer engineer), author.
- Series:
- Computer Science (Springer-11645)
- Computer communications and networks 1617-7975
- Computer Communications and Networks, 1617-7975
- Language:
- English
- Subjects (All):
- Computer input-output equipment.
- Data mining.
- Software engineering.
- Computer architecture.
- Input/Output and Data Communications.
- Data Mining and Knowledge Discovery.
- Software Engineering.
- Computer System Implementation.
- Local Subjects:
- Input/Output and Data Communications.
- Data Mining and Knowledge Discovery.
- Software Engineering.
- Computer System Implementation.
- Physical Description:
- 1 online resource (IX, 129 pages) : 94 illustrations.
- Edition:
- First edition 2015.
- Contained In:
- Springer eBooks
- Place of Publication:
- Cham : Springer International Publishing : Imprint: Springer, 2015.
- System Details:
- text file PDF
- Summary:
- 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, Incorporated 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 Draws from the authors' extensive experience in both academic teaching and industrial research Students, lecturers, and researchers in industry will find this concise book to be an ideal supplementary text for courses and seminars on VLSI, multi-core systems, and DataFlow computing. Dr. Veljko Milutinović is a Professor in the Department of Computer Engineering at the University of Belgrade, Serbia. His publications include the Springer title Application and Multidisciplinary Aspects of Wireless Sensor Networks. Dr. Jakob Salom is a member of the Mathematical Institute of the Serbian Academy of Sciences and Arts. Nemanja Trifunovic is a Project Manager at Maxeler Technologies, Palo Alto, CA, USA. Dr. Roberto Giorgi is an Associate Professor of Computer Engineering at the University of Siena, Italy.
- Contents:
- The DataFlow Paradigm
- Selected Case Studies
- An Example Application: Fourier Transform
- Using the WebIDE.
- Other Format:
- Printed edition:
- ISBN:
- 978-3-319-16229-4
- 9783319162294
- Access Restriction:
- Restricted for use by site license.
The Penn Libraries is committed to describing library materials using current, accurate, and responsible language. If you discover outdated or inaccurate language, please fill out this feedback form to report it and suggest alternative language.