Introduction to Parallel Computing: From Algorithms to Programming on State-of-the-Art Platforms (Undergraduate Topics in Computer Science) - Softcover

Trobec, Roman; Slivnik, Boštjan; Bulić, Patricio; Robič, Borut

Softcover

ISBN 10: 3319988328 ISBN 13: 9783319988320

Verlag: Springer, 2018

Inhaltsangabe

<P>ADVANCEMENTS IN MICROPROCESSOR ARCHITECTURE, INTERCONNECTION TECHNOLOGY, AND SOFTWARE DEVELOPMENT HAVE FUELED RAPID GROWTH IN PARALLEL AND DISTRIBUTED COMPUTING. HOWEVER, THIS DEVELOPMENT IS ONLY OF PRACTICAL BENEFIT IF IT IS ACCOMPANIED BY PROGRESS IN THE DESIGN, ANALYSIS AND&NBSP;PROGRAMMING&NBSP;OF PARALLEL ALGORITHMS.</P> <P>THIS CONCISE TEXTBOOK PROVIDES, IN ONE PLACE, THREE MAINSTREAM PARALLELIZATION APPROACHES, OPEN MPP, MPI AND OPENCL, FOR MULTICORE COMPUTERS, INTERCONNECTED COMPUTERS AND GRAPHICAL PROCESSING UNITS.&NBSP;AN OVERVIEW OF PRACTICAL PARALLEL COMPUTING AND PRINCIPLES WILL ENABLE THE READER TO DESIGN EFFICIENT PARALLEL PROGRAMS FOR SOLVING VARIOUS COMPUTATIONAL PROBLEMS ON STATE-OF-THE-ART&NBSP;PERSONAL&NBSP;COMPUTERS&NBSP;AND COMPUTING CLUSTERS.<BR></P> TOPICS COVERED RANGE FROM PARALLEL&NBSP;ALGORITHMS, PROGRAMMING TOOLS, OPENMP, MPI AND OPENCL, FOLLOWED BY EXPERIMENTAL MEASUREMENTS OF PARALLEL PROGRAMS’ RUN-TIMES, AND BY ENGINEERING ANALYSIS OF OBTAINED RESULTS FOR IMPROVED PARALLEL EXECUTION PERFORMANCES.<BR><P></P> <P>MANY&NBSP;EXAMPLES AND EXERCISES SUPPORT THE EXPOSITION.</P><P></P><P></P>

Über diesen Titel

Reseña del editor

Advancements in microprocessor architecture, interconnection technology, and software development have fueled rapid growth in parallel and distributed computing. However, this development is only of practical benefit if it is accompanied by progress in the design, analysis and programming of parallel algorithms.

This concise textbook provides, in one place, three mainstream parallelization approaches, Open MPP, MPI and OpenCL, for multicore computers, interconnected computers and graphical processing units. An overview of practical parallel computing and principles will enable the reader to design efficient parallel programs for solving various computational problems on state-of-the-art personal computers and computing clusters.

Topics covered range from parallel algorithms, programming tools, OpenMP, MPI and OpenCL, followed by experimental measurements of parallel programs’ run-times, and by engineering analysis of obtained results for improved parallel execution performances.

Many examples and exercises support the exposition.

Biografía del autor

Roman Trobec is Head of the Parallel and Distributed Computing Laboratory at the Jožef Stefan Institute, Ljubljana, Slovenia, and an Associate Professor in the Faculty of Computer and Information Science at the University of Ljubljana. Boštjan Slivnik is an Assistant Professor in the Faculty of Computer and Information Science at the University of Ljubljana. Patricio Bulić is an Associate Professor, and Borut Robič is a Full Professor, at the same institution.

Other Springer titles by the same authors include The Foundations of Computability Theory, Application and Multidisciplinary Aspects of Wireless Sensor Networks: Concepts, Integration, and Case Studies, and Parallel Computing: Numerics, Applications, and Trends.

Details zur Ausgabe

• Verlag: Springer
• Erscheinungsdatum: 2018
• ISBN 10: 3319988328
• ISBN 13: 9783319988320
• Einband: Tapa blanda
• Sprache: Englisch
• Auflage: 1
• Anzahl der Seiten: 268