Parallel Programming With Co Arrays
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Parallel Programming With Co Arrays
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Author : Robert W. Numrich
language : en
Publisher: CRC Press
Release Date : 2018-09-06
Parallel Programming With Co Arrays written by Robert W. Numrich and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-09-06 with Computers categories.
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.
Coarrays
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Author : Robert W. Numrich
language : en
Publisher:
Release Date : 2012
Coarrays written by Robert W. Numrich and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012 with categories.
Principles Of Parallel Programming
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Author : Calvin Lin
language : en
Publisher: Pearson Education India
Release Date : 2008
Principles Of Parallel Programming written by Calvin Lin and has been published by Pearson Education India this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008 with categories.
Parallel Programming With Co Arrays
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Author : Robert W. Numrich
language : en
Publisher: CRC Press
Release Date : 2018-09-06
Parallel Programming With Co Arrays written by Robert W. Numrich and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-09-06 with Computers categories.
Parallel algorithms mapped to the co-array programming model Collective operations Performance analysis: weak scaling versus strong scaling Object-oriented design using co-arrays Sparse matrices and iterative solvers Blocked matrices and dense linear algebra operations The finite element method and graph algorithms
Parallel Programming
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Author : Ronald H. Perrott
language : en
Publisher: Addison Wesley Publishing Company
Release Date : 1987
Parallel Programming written by Ronald H. Perrott and has been published by Addison Wesley Publishing Company this book supported file pdf, txt, epub, kindle and other format this book has been release on 1987 with Computers categories.
Mathematics of Computing -- Parallelism.
Sourcebook Of Parallel Computing
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Author : J. J. Dongarra
language : en
Publisher: Morgan Kaufmann Pub
Release Date : 2003
Sourcebook Of Parallel Computing written by J. J. Dongarra and has been published by Morgan Kaufmann Pub this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with Computers categories.
Parallel Computing is a compelling vision of how computation can seamlessly scale from a single processor to virtually limitless computing power. Unfortunately, the scaling of application performance has not matched peak speed, and the programming burden for these machines remains heavy. This book represents the collected knowledge and experience of over 30 leading parallel computing researchers. They offer readers a complete sourcebook with solid coverage of parallel comuting hardware, programming considerations, algorithms, software and enabling technologies, as well as several parallel application case studies. (Midwest).
Structured Parallel Programming
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Author : Michael McCool
language : en
Publisher: Elsevier
Release Date : 2012-06-25
Structured Parallel Programming written by Michael McCool and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-06-25 with Computers categories.
Programming is now parallel programming. Much as structured programming revolutionized traditional serial programming decades ago, a new kind of structured programming, based on patterns, is relevant to parallel programming today. Parallel computing experts and industry insiders Michael McCool, Arch Robison, and James Reinders describe how to design and implement maintainable and efficient parallel algorithms using a pattern-based approach. They present both theory and practice, and give detailed concrete examples using multiple programming models. Examples are primarily given using two of the most popular and cutting edge programming models for parallel programming: Threading Building Blocks, and Cilk Plus. These architecture-independent models enable easy integration into existing applications, preserve investments in existing code, and speed the development of parallel applications. Examples from realistic contexts illustrate patterns and themes in parallel algorithm design that are widely applicable regardless of implementation technology. The patterns-based approach offers structure and insight that developers can apply to a variety of parallel programming models Develops a composable, structured, scalable, and machine-independent approach to parallel computing Includes detailed examples in both Cilk Plus and the latest Threading Building Blocks, which support a wide variety of computers
Automatic Parallelization
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Author : Samuel P. Midkiff
language : en
Publisher: Morgan & Claypool Publishers
Release Date : 2012
Automatic Parallelization written by Samuel P. Midkiff and has been published by Morgan & Claypool Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012 with Computers categories.
Compiling for parallelism is a longstanding topic of compiler research. This book describes the fundamental principles of compiling regular numerical programs for parallelism. We begin with an explanation of analyses that allow a compiler to understand the interaction of data reads and writes in different statements and loop iterations during program execution. These analyses include dependence analysis, use-def analysis and pointer analysis. Next, we describe how the results of these analyses are used to enable transformations that make loops more amenable to parallelization, and discuss transformations that expose parallelism to target shared memory multicore and vector processors. We then discuss some problems that arise when parallelizing programs for execution on distributed memory machines. Finally, we conclude with an overview of solving Diophantine equations and suggestions for further readings in the topics of this book to enable the interested reader to delve deeper into the field. Table of Contents: Introduction and overview / Dependence analysis, dependence graphs and alias analysis / Program parallelization / Transformations to modify and eliminate dependences / Transformation of iterative and recursive constructs / Compiling for distributed memory machines / Solving Diophantine equations / A guide to further reading
High Performance Parallelism Pearls Volume Two
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Author : Jim Jeffers
language : en
Publisher: Morgan Kaufmann
Release Date : 2015-07-28
High Performance Parallelism Pearls Volume Two written by Jim Jeffers and has been published by Morgan Kaufmann this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-07-28 with Computers categories.
High Performance Parallelism Pearls Volume 2 offers another set of examples that demonstrate how to leverage parallelism. Similar to Volume 1, the techniques included here explain how to use processors and coprocessors with the same programming – illustrating the most effective ways to combine Xeon Phi coprocessors with Xeon and other multicore processors. The book includes examples of successful programming efforts, drawn from across industries and domains such as biomed, genetics, finance, manufacturing, imaging, and more. Each chapter in this edited work includes detailed explanations of the programming techniques used, while showing high performance results on both Intel Xeon Phi coprocessors and multicore processors. Learn from dozens of new examples and case studies illustrating "success stories" demonstrating not just the features of Xeon-powered systems, but also how to leverage parallelism across these heterogeneous systems. Promotes write-once, run-anywhere coding, showing how to code for high performance on multicore processors and Xeon Phi Examples from multiple vertical domains illustrating real-world use of Xeon Phi coprocessors Source code available for download to facilitate further exploration
Parallel Matlab For Multicore And Multinode Computers
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Author : Jeremy Kepner
language : en
Publisher: SIAM
Release Date : 2009-07-23
Parallel Matlab For Multicore And Multinode Computers written by Jeremy Kepner and has been published by SIAM this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-07-23 with Computers categories.
The first book on parallel MATLAB and the first parallel computing book focused on quickly producing efficient parallel programs.