PRINCIPLES OF PARALLEL PROGRAMMING

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Principles Of Parallel Programming

Author : Yun Calvin Lin
ISBN : UCSC:32106019346656
Genre : Computers
File Size : 84.65 MB
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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 emphasizes 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. "...the first basic book on the subject that I've ever seen that seems to have the pulse on the true issues of parallelism that are relevant for students." -- Alan Edelman, MIT "Principles of Parallel Programming is a wonderful book and I plan to use it in our new parallel programming course..." -- Peiyi Tang, University of Arkansas, Little Rock "I like [Principles of Parallel Programming] very much for a few specific reasons: it's concise, covers the most relevant topics but does not take thousand pages to do it, it is hands on and it covers...recent developments with multi-core and GPGPU." -- Edin Hodzic, Santa Clara University www.pearsonhighered.com/lin
Category: Computers

Parallel Programming With Mpi

Author : Peter S. Pacheco
ISBN : 1558603395
Genre : Computers
File Size : 62.28 MB
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Mathematics of Computing -- Parallelism.
Category: Computers

High Performance Computing And The Art Of Parallel Programming

Author : Stan Openshaw
ISBN : 9781134729722
Genre : Computers
File Size : 35.50 MB
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This book provides a non-technical introduction to High Performance Computing applications together with advice about how beginners can start to write parallel programs. The authors show what HPC can offer geographers and social scientists and how it can be used in GIS. They provide examples of where it has already been used and suggestions for other areas of application in geography and the social sciences. Case studies drawn from geography explain the key principles and help to understand the logic and thought processes that lie behind the parallel programming.
Category: Computers

The Data Parallel Programming Model

Author : Guy-Rene Perrin
ISBN : 3540617361
Genre : Computers
File Size : 64.39 MB
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This monograph-like book assembles the thorougly revised and cross-reviewed lectures given at the School on Data Parallelism, held in Les Menuires, France, in May 1996. The book is a unique survey on the current status and future perspectives of the currently very promising and popular data parallel programming model. Much attention is paid to the style of writing and complementary coverage of the relevant issues throughout the 12 chapters. Thus these lecture notes are ideally suited for advanced courses or self-instruction on data parallel programming. Furthermore, the book is indispensable reading for anybody doing research in data parallel programming and related areas.
Category: Computers

Foundations Of Parallel Programming

Author : D. B. Skillicorn
ISBN : 0521018560
Genre : Computers
File Size : 20.44 MB
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The major reason for the lack of use of parallel computing is the mismatch between the complexity and variety of parallel hardware, and the software development tools to program it. The cost of developing software needs to be amortised over decades, but the platforms on which it executes change every few years, requiring complete rewrites. The evident cost-effectiveness of parallel computation has not been realized because of this mismatch. This book presents an integrated approach to parallel software development by addressing both software and performance issues together. It presents a methodology for software construction that produces architecture-independent and intellectually abstract software. The software can execute efficiently on a range of existing and potential hardware configurations. The approach is based on the construction of categorical data types, a generalization of abstract data types, and of objects. Categorical data types abstract both from the representation of a data type, and also from the detailed control flow necessary to perform operations on it. They thus impose a strong separation between the semantics, on which programs can depend, and the implementation, which is therefore free to hide the parallel machine properties that are used.
Category: Computers

Principles Of Concurrent And Distributed Programming

Author : M. Ben-Ari
ISBN : 032131283X
Genre : Computers
File Size : 32.52 MB
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Award for Outstanding Contribution to Computer Science Education. Software today is inherently concurrent or distributed - from event-based GUI designs to operating and real-time systems to Internet applications. The new edition of this classic introduction to concurrency has been completely revised in view of the growing importance of concurrency constructs embedded in programming languages and of formal methods such as model checking that are widely used in industry.
Category: Computers

Using Mpi

Author : William D.. Gropp
ISBN : 0262571323
Genre : Computers
File Size : 44.97 MB
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Using MPI is a completely up-to-date version of the authors' 1994 introduction to the core functions of MPI. It adds material on the new C++ and Fortran 90 bindings for MPI throughout the book.
Category: Computers

Introduction To Parallel Computing

Author : Ananth Grama
ISBN : 0201648652
Genre : Computers
File Size : 22.30 MB
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A complete source of information on almost all aspects of parallel computing from introduction, to architectures, to programming paradigms, to algorithms, to programming standards. It covers traditional Computer Science algorithms, scientific computing algorithms and data intensive algorithms.
Category: Computers

Structured Parallel Programming

Author : Michael McCool
ISBN : 9780123914439
Genre : Computers
File Size : 29.1 MB
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Structured Parallel Programming offers the simplest way for developers to learn patterns for high-performance parallel programming. Written by parallel computing experts and industry insiders Michael McCool, Arch Robison, and James Reinders, this book explains how to design and implement maintainable and efficient parallel algorithms using a composable, structured, scalable, and machine-independent approach to parallel computing. It presents both theory and practice, and provides detailed concrete examples using multiple programming models. The examples in this book are presented 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. Software developers, computer programmers, and software architects will find this book extremely helpful. 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
Category: Computers

The Art Of Parallel Programming

Author : Bruce P. Lester
ISBN : 0130459232
Genre : Computers
File Size : 56.12 MB
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Covers data parallelism, multiprocessor architecture, data sharing, message-passing programs, replicated workers, and the impact of shared-memory multiprocessors and distributed-memory minicomputers
Category: Computers