This textbook covers the new development in processor architecture
and parallel hardware. It provides detailed descriptions of
parallel programming techniques that are necessary for developing
efficient programs for multicore processors as well as for parallel
cluster systems and supercomputers. The book is structured in three
main parts, covering all areas of parallel computing: the
architecture of parallel systems, parallel programming models and
environments, and the implementation of efficient application
algorithms. The emphasis lies on parallel programming techniques
needed for different architectures. In particular, this third
edition includes an extended update of the chapter on computer
architecture and performance analysis taking new developments such
as the aspect of energy consumption into consideration. The
description of OpenMP has been extended and now also captures the
task concept of OpenMP. The chapter on message-passing programming
has been extended and updated to include new features of MPI such
as extended reduction operations and non-blocking collective
communication operations. The chapter on GPU programming also has
been updated. All other chapters also have been revised carefully.
The main goal of this book is to present parallel programming
techniques that can be used in many situations for many application
areas and to enable the reader to develop correct and efficient
parallel programs. Many example programs and exercises are provided
to support this goal and to show how the techniques can be applied
to further applications. The book can be used as a textbook for
students as well as a reference book for professionals. The
material of the book has been used for courses in parallel
programming at different universities for many years.
General
Imprint: |
Springer International Publishing AG
|
Country of origin: |
Switzerland |
Release date: |
April 2023 |
First published: |
2023 |
Authors: |
Thomas Rauber
• Gudula Rünger
|
Dimensions: |
235 x 155mm (L x W) |
Pages: |
554 |
Edition: |
3rd ed. 2023 |
ISBN-13: |
978-3-03-128923-1 |
Subtitles: |
German
|
Categories: |
Books
|
LSN: |
3-03-128923-4 |
Barcode: |
9783031289231 |
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