Principles Of Parallel Programming

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Principles Of Parallel Programming

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Author : Yun Calvin Lin
language : en
Publisher: Pearson
Release Date : 2008

Principles Of Parallel Programming written by Yun Calvin Lin and has been published by Pearson this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008 with Parallel programming (Computer science). categories.

With the rise of multi-core architecture, parallel programming is an increasingly important topic for software engineers and computer system designers. Written by well-known researchers Larry Snyder and Calvin Lin, this highly anticipated first edition emphasises the principles underlying parallel computation, explains the various phenomena, and clarifies why these phenomena represent opportunities or barriers to successful parallel programming. Ideal for an advanced upper-level undergraduate course, Principles of Parallel Programming supplies enduring knowledge that will outlive the current hardware and software, aiming to inspire future researchers to build tomorrow's solutions.

Parallel Computing

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Author : T. J. Fountain
language : en
Publisher: Cambridge University Press
Release Date : 1994-11-03

Parallel Computing written by T. J. Fountain and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994-11-03 with Computers categories.

This book sets out the principles of parallel computing, including coverage of both conventional and neural computers.

Parallel Computing Hits The Power Wall

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Author : Arthur Francisco Lorenzon
language : en
Publisher: Springer Nature
Release Date : 2019-11-05

Parallel Computing Hits The Power Wall written by Arthur Francisco Lorenzon and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-11-05 with Computers categories.

This book describes several approaches to adaptability that are applied for the optimization of parallel applications, such as thread-level parallelism exploitation and dynamic voltage and frequency scaling on multicore systems. This book explains how software developers can apply a novel technique to adapt the number of threads at runtime without any modification in the source code nor recompilation. This book is useful for software developers in general since it offers realistic examples throughout to demonstrate various techniques presented.

Parallel Processing

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Author : E. V. Krishnamurthy
language : en
Publisher: Addison Wesley Publishing Company
Release Date : 1989

Parallel Processing written by E. V. Krishnamurthy 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 1989 with Computers categories.

Mathematics of Computing -- Parallelism.

Principles Of Parallel Scientific Computing

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Author : Tobias Weinzierl
language : en
Publisher: Springer Nature
Release Date : 2022-02-09

Principles Of Parallel Scientific Computing written by Tobias Weinzierl and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-02-09 with Computers categories.

New insight in many scientific and engineering fields is unthinkable without the use of numerical simulations running efficiently on modern computers. The faster we get new results, the bigger and accurate are the problems that we can solve. It is the combination of mathematical ideas plus efficient programming that drives the progress in many disciplines. Future champions in the area thus will have to be qualified in their application domain, they will need a profound understanding of some mathematical ideas, and they need the skills to deliver fast code. The present textbook targets students which have programming skills already and do not shy away from mathematics, though they might be educated in computer science or an application domain. It introduces the basic concepts and ideas behind applied mathematics and parallel programming that we need to write numerical simulations for today’s multicore workstations. Our intention is not to dive into one particular application domain or to introduce a new programming language – we lay the generic foundations for future courses and projects in the area. The text is written in an accessible style which is easy to digest for students without years and years of mathematics education. It values clarity and intuition over formalism, and uses a simple N-body simulation setup to illustrate basic ideas that are of relevance in various different subdomains of scientific computing. Its primary goal is to make theoretical and paradigmatic ideas accessible to undergraduate students and to bring the fascination of the field across.

Introduction To Parallel Computing

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Author : Roman Trobec
language : en
Publisher: Springer
Release Date : 2018-09-27

Introduction To Parallel Computing written by Roman Trobec and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-09-27 with Computers categories.

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.

Parallel Computers Architecture And Programming

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Author : V. Rajaraman,
language : en
Publisher: PHI Learning Pvt. Ltd.
Release Date : 2016-03-11

Parallel Computers Architecture And Programming written by V. Rajaraman, and has been published by PHI Learning Pvt. Ltd. this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-03-11 with Computers categories.

Today all computers, from tablet/desktop computers to super computers, work in parallel. A basic knowledge of the architecture of parallel computers and how to program them, is thus, essential for students of computer science and IT professionals. In its second edition, the book retains the lucidity of the first edition and has added new material to reflect the advances in parallel computers. It is designed as text for the final year undergraduate students of computer science and engineering and information technology. It describes the principles of designing parallel computers and how to program them. This second edition, while retaining the general structure of the earlier book, has added two new chapters, ‘Core Level Parallel Processing’ and ‘Grid and Cloud Computing’ based on the emergence of parallel computers on a single silicon chip popularly known as multicore processors and the rapid developments in Cloud Computing. All chapters have been revised and some chapters are re-written to reflect the emergence of multicore processors and the use of MapReduce in processing vast amounts of data. The new edition begins with an introduction to how to solve problems in parallel and describes how parallelism is used in improving the performance of computers. The topics discussed include instruction level parallel processing, architecture of parallel computers, multicore processors, grid and cloud computing, parallel algorithms, parallel programming, compiler transformations, operating systems for parallel computers, and performance evaluation of parallel computers.

Parallel Computers

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Author : V. RAJARAMAN
language : en
Publisher: PHI Learning Pvt. Ltd.
Release Date : 2008-07-25

Parallel Computers written by V. RAJARAMAN and has been published by PHI Learning Pvt. Ltd. this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-07-25 with Computers categories.

Today, parallel computing arouses enormous interest among students and professionals as it is clear that, as the new millennium progresses, all computers will work in parallel. A basic knowledge of the design and use of parallel computers is, therefore, essential for both students of computing and users of computers.Designed as an introductory-level textbook for the final year undergraduate students of computer science and engineering, this well-organized book covers state-of-the-art principles and techniques for designing and programming parallel computers. In the process, Professor Rajaraman and Dr. Siva Ram Murthy, with their wealth of knowledge and years of teaching and research experience, give a masterly analysis of the various aspects of parallel computing.The book begins with an introduction to the current state and developments in parallel computing, then it goes on to give a detailed discussion on such topics as instruction level parallel processing, architecture of parallel computers, parallel algorithms and parallel programming. Besides, the book gives an in-depth coverage of compiler transformations and operating systems for parallel computers. The text concludes with a chapter on performance evaluation of parallel computers.Interspersed with copious examples and numerous exercises, this timely book should prove to be a handy and treasured volume for students as well as professionals.

Introduction To Parallel Processing

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Author : M. Sasikumar
language : en
Publisher: PHI Learning Pvt. Ltd.
Release Date : 2014-09-02

Introduction To Parallel Processing written by M. Sasikumar and has been published by PHI Learning Pvt. Ltd. this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-09-02 with Computers categories.

Written with a straightforward and student-centred approach, this extensively revised, updated and enlarged edition presents a thorough coverage of the various aspects of parallel processing including parallel processing architectures, programmability issues, data dependency analysis, shared memory programming, thread-based implementation, distributed computing, algorithms, parallel programming languages, debugging, parallelism paradigms, distributed databases as well as distributed operating systems. The book, now in its second edition, not only provides sufficient practical exposure to the programming issues but also enables its readers to make realistic attempts at writing parallel programs using easily available software tools. With all the latest information incorporated and several key pedagogical attributes included, this textbook is an invaluable learning tool for the undergraduate and postgraduate students of computer science and engineering. It also caters to the students pursuing master of computer application. What’s New to the Second Edition • A new chapter named Using Parallelism Effectively has been added covering a case study of parallelising a sorting program, and introducing commonly used parallelism models. • Sections describing the map-reduce model, top-500.org initiative, Indian efforts in supercomputing, OpenMP system for shared memory programming, etc. have been added. • Numerous sections have been updated with current information. • Several questions have been incorporated in the chapter-end exercises to guide students from examination and practice points of view.

Elements Of Parallel Computing

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Author : Eric Aubanel
language : en
Publisher: Chapman & Hall/CRC
Release Date : 2016-12-06

Elements Of Parallel Computing written by Eric Aubanel and has been published by Chapman & Hall/CRC this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-12-06 with Parallel processing (Electronic computers) categories.

5.2.2 Communication Analysis -- 5.3 BARRIERS TO PERFORMANCE -- 5.4 MEASURING AND REPORTING PERFORMANCE -- 5.5 FURTHER READING -- 5.6 EXERCISES -- CHAPTER 6 Single Source Shortest Path -- 6.1 SEQUENTIAL ALGORITHMS -- 6.1.1 Data Structures -- 6.1.2 Bellman-Ford Algorithm -- 6.1.3 Dijkstra's Algorithm -- 6.1.4 Delta-Stepping Algorithm -- 6.2 PARALLEL DESIGN EXPLORATION -- 6.3 PARALLEL ALGORITHMS -- 6.3.1 Shared Memory Delta-Stepping -- 6.3.2 SIMD Bellman-Ford for GPU -- 6.3.3 Message Passing Algorithm -- 6.4 CONCLUSION -- 6.5 FURTHER READING -- 6.6 EXERCISES -- CHAPTER 7 The Eikonal Equation -- 7.1 NUMERICAL SOLUTION -- 7.1.1 Fast Sweeping Method -- 7.1.2 Fast Marching Method -- 7.2 PARALLEL DESIGN EXPLORATION -- 7.2.1 Parallel Fast Sweeping Methods -- 7.2.2 Parallel Fast Marching Methods -- 7.3 PARALLEL ALGORITHMS -- 7.3.1 Parallel Fast Sweeping Methods -- 7.3.2 Parallel Fast Marching Methods -- 7.4 FURTHER READING -- 7.5 EXERCISES -- CHAPTER 8 Planar Convex Hull -- 8.1 SEQUENTIAL ALGORITHMS -- 8.2 PARALLEL DESIGN EXPLORATION -- 8.2.1 Parallel Hull Merge -- 8.3 PARALLEL ALGORITHMS -- 8.3.1 SIMD QuickHull -- 8.3.2 Coarse-Grained Shared Memory MergeHull -- 8.3.3 Distributed Memory MergeHull -- 8.4 CONCLUSION -- 8.5 FURTHER READING -- 8.6 EXERCISES -- Bibliography -- Index