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Undergraduate Topics in Computer Science
RomanTrobec· BoštjanSlivnik
PatricioBulić· BorutRobič
Introduction
to Parallel
Computing
From Algorithms to Programming on
State-of-the-Art Platforms

Undergraduate Topics in Computer
Science
Series editor
Ian Mackie
Advisory Board
Samson Abramsky, University of Oxford, Oxford, UK
Chris Hankin, Imperial College London, London, UK
Mike Hinchey, University of Limerick, Limerick, Ireland
Dexter C. Kozen, Cornell University, Ithaca, USA
Andrew Pitts, University of Cambridge, Cambridge, UK
Hanne Riis Nielson, Technical Unive rsity of Denmark, Kongens Lyngby, Denmark
Steven S. Skiena, Stony Brook University, Stony Brook, USA
Iain Stewart, University of Durham, Durham, UK

Undergraduate Topics in Computer Science (UTiCS) delivers high-quality
instructional content for undergraduates studying in all areas of computing and
information science. From core foundational and theoretical material to final-year
topics and applications, UTiCS books take a fresh, concise, and modern approach
and are ideal for self-study or for a one- or two-semester course. The texts are all
authored by established experts in their fields, reviewed by an international advisory
board, and contain numerous examples and problems. Many include fully worked
solutions.
More information about this series at http://www.springer.com/series/7592

Roman Trobec
•
Boštjan Slivnik
Patricio Bulić
•
Borut Robič
Introduction to Parallel
Computing
From Algorithms to Programming
on State-of-the-Art Platforms
123

Roman Trobec
Jožef Stefan Institute
Ljubljana, Slovenia
Boštjan Slivnik
University of Ljubljana
Ljubljana, Slovenia
Patricio Bulić
University of Ljubljana
Ljubljana, Slovenia
Borut Robič
University of Ljubljana
Ljubljana, Slovenia
ISSN 1863-7310 ISSN 2197-1781 (electronic)
Undergraduate Topics in Computer Science
ISBN 978-3-319-98832-0 ISBN 978-3-319-98833-7 (eBook)
https://doi.org/10.1007/978-3-319-98833-7
Library of Congress Control Number: 2018951197
© Springer Nature Switzerland AG 2018
This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part
of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations,
recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission
or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar
methodology now known or hereafter developed.
The use of general descriptive names, registered names, trademarks, service marks, etc. in this
publication does not imply, even in the absence of a specific statement, that such names are exempt from
the relevant protective laws and regulations and therefore free for general use.
The publisher, the authors and the editors are safe to assume that the advice and information in this
book are believed to be true and accurate at the date of publication. Neither the publisher nor the
authors or the editors give a warranty, express or implied, with respect to the material contained herein or
for any errors or omissions that may have been made. The publisher remains neutral with regard to
jurisdictional claims in published maps and institutional affiliations.
This Springer imprint is published by the registered company Springer Nature Switzerland AG
The registered company address is: Gewerbestrasse 11, 6330 Cham, Switzerland
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