
Parallel Programming with Co-arrays
Parallel Programming in Fortran
Robert W. Numrich(Author)
Chapman & Hall/CRC (Publisher)
1st Edition
Published on 18. September 2018
Book
Hardback
210 pages
978-1-4398-4004-7 (ISBN)
Description
Parallel Programming with Co-Arrays describes the basic techniques used to design parallel algorithms for high-performance, scientific computing. It is intended for upper-level undergraduate students and graduate students who need to develop parallel codes with little or no previous introduction to parallel computing. It is also intended as a reference manual for researchers active in the field of scientific computing. All the algorithms in the book are based on partition operators. These operators provide a unifying principle that fits seemingly disparate techniques into an overall framework for algorithm design. The book uses the co-array programming model to illustrate how to write code for concrete examples, but it emphasizes that the important concepts for algorithm design are independent of the programming model. With these concepts in mind, the reader can write algorithms in different programming models based on personal taste and comfort.
More details
Series
Language
English
Place of publication
Boca Raton
United States
Publishing group
Taylor & Francis Inc
Target group
College/higher education
Computational scientists and engineers; researchers and students in high performance computing and parallel computing.
Illustrations
35 s/w Abbildungen, 1 s/w Tabelle
1 Tables, black and white; 35 Illustrations, black and white
Dimensions
Height: 234 mm
Width: 156 mm
Weight
440 gr
ISBN-13
978-1-4398-4004-7 (9781439840047)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Classification
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Robert W. Numrich
Parallel Programming with Co-arrays
Book
06/2020
1st Edition
Chapman & Hall/CRC
€69.20
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Robert W. Numrich
Parallel Programming with Co-arrays
E-Book
09/2018
1st Edition
Chapman & Hall/CRC
€62.99
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Robert W. Numrich
Parallel Programming with Co-arrays
E-Book
09/2018
1st Edition
Chapman & Hall/CRC
€62.99
Available for download
Person
Robert Numrich's professional career has been a study of computational methods for high-performance, scientific computing, starting with his PhD. thesis in theoretical chemistry at the University of Minnesota, continuing at Control Data Corporation designing vector algorithms for the Cyber-205, then at Cray Research developing performance models for the Cray-2 and Cray-3 computers. As a member of the core design team for the Cray-T3D and Cray-T3E, he developed the co-array parallel programming model. After Cray, he held a senior research position at the Minnesota Supercomputing Institute, where he continued work on parallel algorithms and developed performance models using the methods of dimensional analysis. He continued this work as Senior Scientist at the High-Performance Computing Center, City University of New York, and currently holds a position as Adjunct Professor of Computer Science at the CUNY Graduate Center. This book is a summary of the important ideas he has learned, developed, and used throughout his career.
Content
1. The co-array programming model 2. Partition operators 3. Reverse partition operators 4. Collective operations 5. Performance modeling 6. Partitioned matrix classes 7. Iterative solvers for sparse matrices 8. Blocked matrices 9. The matrix-transpose operation 10. The halo-exchange operation 11. Sub-partition operators 12. Blocked linear algebra 13. The finite element method 14. Graph algorithms A. A brief reference manual for the co-array model