Programming Models For Massively Parallel Computers

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Programming Models for Parallel Computing

Author : Pavan Balaji
Publisher : MIT Press
ISBN 13 : 0262528819
Total Pages : 488 pages
Book Rating : 4.2/5 (625 download)

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Book Synopsis Programming Models for Parallel Computing by : Pavan Balaji

Download or read book Programming Models for Parallel Computing written by Pavan Balaji and published by MIT Press. This book was released on 2015-11-06 with total page 488 pages. Available in PDF, EPUB and Kindle. Book excerpt: An overview of the most prominent contemporary parallel processing programming models, written in a unique tutorial style. With the coming of the parallel computing era, computer scientists have turned their attention to designing programming models that are suited for high-performance parallel computing and supercomputing systems. Programming parallel systems is complicated by the fact that multiple processing units are simultaneously computing and moving data. This book offers an overview of some of the most prominent parallel programming models used in high-performance computing and supercomputing systems today. The chapters describe the programming models in a unique tutorial style rather than using the formal approach taken in the research literature. The aim is to cover a wide range of parallel programming models, enabling the reader to understand what each has to offer. The book begins with a description of the Message Passing Interface (MPI), the most common parallel programming model for distributed memory computing. It goes on to cover one-sided communication models, ranging from low-level runtime libraries (GASNet, OpenSHMEM) to high-level programming models (UPC, GA, Chapel); task-oriented programming models (Charm++, ADLB, Scioto, Swift, CnC) that allow users to describe their computation and data units as tasks so that the runtime system can manage computation and data movement as necessary; and parallel programming models intended for on-node parallelism in the context of multicore architecture or attached accelerators (OpenMP, Cilk Plus, TBB, CUDA, OpenCL). The book will be a valuable resource for graduate students, researchers, and any scientist who works with data sets and large computations. Contributors Timothy Armstrong, Michael G. Burke, Ralph Butler, Bradford L. Chamberlain, Sunita Chandrasekaran, Barbara Chapman, Jeff Daily, James Dinan, Deepak Eachempati, Ian T. Foster, William D. Gropp, Paul Hargrove, Wen-mei Hwu, Nikhil Jain, Laxmikant Kale, David Kirk, Kath Knobe, Ariram Krishnamoorthy, Jeffery A. Kuehn, Alexey Kukanov, Charles E. Leiserson, Jonathan Lifflander, Ewing Lusk, Tim Mattson, Bruce Palmer, Steven C. Pieper, Stephen W. Poole, Arch D. Robison, Frank Schlimbach, Rajeev Thakur, Abhinav Vishnu, Justin M. Wozniak, Michael Wilde, Kathy Yelick, Yili Zheng

Programming Massively Parallel Processors

Author : David B. Kirk
Publisher : Newnes
ISBN 13 : 0123914183
Total Pages : 519 pages
Book Rating : 4.1/5 (239 download)

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Book Synopsis Programming Massively Parallel Processors by : David B. Kirk

Download or read book Programming Massively Parallel Processors written by David B. Kirk and published by Newnes. This book was released on 2012-12-31 with total page 519 pages. Available in PDF, EPUB and Kindle. Book excerpt: Programming Massively Parallel Processors: A Hands-on Approach, Second Edition, teaches students how to program massively parallel processors. It offers a detailed discussion of various techniques for constructing parallel programs. Case studies are used to demonstrate the development process, which begins with computational thinking and ends with effective and efficient parallel programs. This guide shows both student and professional alike the basic concepts of parallel programming and GPU architecture. Topics of performance, floating-point format, parallel patterns, and dynamic parallelism are covered in depth. This revised edition contains more parallel programming examples, commonly-used libraries such as Thrust, and explanations of the latest tools. It also provides new coverage of CUDA 5.0, improved performance, enhanced development tools, increased hardware support, and more; increased coverage of related technology, OpenCL and new material on algorithm patterns, GPU clusters, host programming, and data parallelism; and two new case studies (on MRI reconstruction and molecular visualization) that explore the latest applications of CUDA and GPUs for scientific research and high-performance computing. This book should be a valuable resource for advanced students, software engineers, programmers, and hardware engineers. New coverage of CUDA 5.0, improved performance, enhanced development tools, increased hardware support, and more Increased coverage of related technology, OpenCL and new material on algorithm patterns, GPU clusters, host programming, and data parallelism Two new case studies (on MRI reconstruction and molecular visualization) explore the latest applications of CUDA and GPUs for scientific research and high-performance computing

Programming Models for Massively Parallel Computers

Author :
Publisher :
ISBN 13 :
Total Pages : 240 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Programming Models for Massively Parallel Computers by :

Download or read book Programming Models for Massively Parallel Computers written by and published by . This book was released on 1998 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Programming Models for Massively Parallel Computers, 1993

Author : Wolfgang Giloi
Publisher :
ISBN 13 :
Total Pages : 232 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Programming Models for Massively Parallel Computers, 1993 by : Wolfgang Giloi

Download or read book Programming Models for Massively Parallel Computers, 1993 written by Wolfgang Giloi and published by . This book was released on 1993 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: Proceedings -- Parallel Computing.

Programming Models for Massively Parallel Computers

Author :
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (637 download)

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Book Synopsis Programming Models for Massively Parallel Computers by :

Download or read book Programming Models for Massively Parallel Computers written by and published by . This book was released on 1993 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Proceedings 1995

Author : Wolfgang Giloi
Publisher : Institute of Electrical & Electronics Engineers(IEEE)
ISBN 13 : 9780818671777
Total Pages : 244 pages
Book Rating : 4.6/5 (717 download)

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Book Synopsis Proceedings 1995 by : Wolfgang Giloi

Download or read book Proceedings 1995 written by Wolfgang Giloi and published by Institute of Electrical & Electronics Engineers(IEEE). This book was released on 1995 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt: The conference was called to address the difficulty of programming distributed memory machines, which is inhibiting the spread of scalable parallel computers; the goal is high-level, application-oriented programming models that assign to the compiler the burdensome, low-level mechanisms of parallel

Proceedings 1995

Author : Wolfgang Giloi
Publisher : Institute of Electrical & Electronics Engineers(IEEE)
ISBN 13 :
Total Pages : 264 pages
Book Rating : 4.:/5 (318 download)

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Book Synopsis Proceedings 1995 by : Wolfgang Giloi

Download or read book Proceedings 1995 written by Wolfgang Giloi and published by Institute of Electrical & Electronics Engineers(IEEE). This book was released on 1995 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt: The conference was called to address the difficulty of programming distributed memory machines, which is inhibiting the spread of scalable parallel computers; the goal is high-level, application-oriented programming models that assign to the compiler the burdensome, low-level mechanisms of parallel

High-Level Parallel Programming Models and Supportive Environments

Author : Frank Mueller
Publisher : Springer
ISBN 13 : 3540454012
Total Pages : 146 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis High-Level Parallel Programming Models and Supportive Environments by : Frank Mueller

Download or read book High-Level Parallel Programming Models and Supportive Environments written by Frank Mueller and published by Springer. This book was released on 2003-05-15 with total page 146 pages. Available in PDF, EPUB and Kindle. Book excerpt: On the 23rd of April, 2001, the 6th Workshop on High-Level Parallel P- gramming Models and Supportive Environments (LCTES’98) was held in San Francisco. HIPShas been held over the past six years in conjunction with IPDPS, the Internation Parallel and Distributed Processing Symposium. The HIPSworkshop focuses on high-level programming of networks of wo- stations, computing clusters and of massively-parallel machines. Its goal is to bring together researchers working in the areas of applications, language design, compilers, system architecture and programming tools to discuss new devel- ments in programming such systems. In recent years, several standards have emerged with an increasing demand of support for parallel and distributed processing. On one end, message-passing frameworks, such as PVM, MPI and VIA, provide support for basic commu- cation. On the other hand, distributed object standards, such as CORBA and DCOM, provide support for handling remote objects in a client-server fashion but also ensure certain guarantees for the quality of services. The key issues for the success of programming parallel and distributed en- ronments are high-level programming concepts and e?ciency. In addition, other quality categories have to be taken into account, such as scalability, security, bandwidth guarantees and fault tolerance, just to name a few. Today’s challenge is to provide high-level programming concepts without s- ri?cing e?ciency. This is only possible by carefully designing for those concepts and by providing supportive programming environments that facilitate program development and tuning.

Optimizing Programming Models for Massively Parallel Computers

Author : Montse Farreras Esclusa
Publisher :
ISBN 13 :
Total Pages : 194 pages
Book Rating : 4.:/5 (84 download)

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Book Synopsis Optimizing Programming Models for Massively Parallel Computers by : Montse Farreras Esclusa

Download or read book Optimizing Programming Models for Massively Parallel Computers written by Montse Farreras Esclusa and published by . This book was released on 2008 with total page 194 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Programming Models for Massively Parallel Computers, 1993 Symposium

Author :
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (133 download)

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Book Synopsis Programming Models for Massively Parallel Computers, 1993 Symposium by :

Download or read book Programming Models for Massively Parallel Computers, 1993 Symposium written by and published by . This book was released on 1993 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Programming Environments for Massively Parallel Distributed Systems

Author : Karsten M. Decker
Publisher : Birkhäuser
ISBN 13 : 3034885342
Total Pages : 417 pages
Book Rating : 4.0/5 (348 download)

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Book Synopsis Programming Environments for Massively Parallel Distributed Systems by : Karsten M. Decker

Download or read book Programming Environments for Massively Parallel Distributed Systems written by Karsten M. Decker and published by Birkhäuser. This book was released on 2013-04-17 with total page 417 pages. Available in PDF, EPUB and Kindle. Book excerpt: Massively Parallel Systems (MPSs) with their scalable computation and storage space promises are becoming increasingly important for high-performance computing. The growing acceptance of MPSs in academia is clearly apparent. However, in industrial companies, their usage remains low. The programming of MPSs is still the big obstacle, and solving this software problem is sometimes referred to as one of the most challenging tasks of the 1990's. The 1994 working conference on "Programming Environments for Massively Parallel Systems" was the latest event of the working group WG 10.3 of the International Federation for Information Processing (IFIP) in this field. It succeeded the 1992 conference in Edinburgh on "Programming Environments for Parallel Computing". The research and development work discussed at the conference addresses the entire spectrum of software problems including virtual machines which are less cumbersome to program; more convenient programming models; advanced programming languages, and especially more sophisticated programming tools; but also algorithms and applications.

Associative Computing

Author : Jerry L. Potter
Publisher : Springer Science & Business Media
ISBN 13 : 1461533007
Total Pages : 291 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis Associative Computing by : Jerry L. Potter

Download or read book Associative Computing written by Jerry L. Potter and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 291 pages. Available in PDF, EPUB and Kindle. Book excerpt: Integrating associative processing concepts with massively parallel SIMD technology, this volume explores a model for accessing data by content rather than abstract address mapping.

Programming Models for Massively Parallel Computers, 1993, Berlin, Germany

Author : IEEE Computer Society
Publisher :
ISBN 13 :
Total Pages : 211 pages
Book Rating : 4.:/5 (657 download)

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Book Synopsis Programming Models for Massively Parallel Computers, 1993, Berlin, Germany by : IEEE Computer Society

Download or read book Programming Models for Massively Parallel Computers, 1993, Berlin, Germany written by IEEE Computer Society and published by . This book was released on 1993 with total page 211 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Massively Parallel Processing Applications and Development

Author : L. Dekker
Publisher : Elsevier
ISBN 13 : 1483290433
Total Pages : 996 pages
Book Rating : 4.4/5 (832 download)

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Book Synopsis Massively Parallel Processing Applications and Development by : L. Dekker

Download or read book Massively Parallel Processing Applications and Development written by L. Dekker and published by Elsevier. This book was released on 2013-10-22 with total page 996 pages. Available in PDF, EPUB and Kindle. Book excerpt: The contributions of a diverse selection of international hardware and software specialists are assimilated in this book's exploration of the development of massively parallel processing (MPP). The emphasis is placed on industrial applications and collaboration with users and suppliers from within the industrial community consolidates the scope of the publication. From a practical point of view, massively parallel data processing is a vital step to further innovation in all areas where large amounts of data must be processed in parallel or in a distributed manner, e.g. fluid dynamics, meteorology, seismics, molecular engineering, image processing, parallel data base processing. MPP technology can make the speed of computation higher and substantially reduce the computational costs. However, to achieve these features, the MPP software has to be developed further to create user-friendly programming systems and to become transparent for present-day computer software. Application of novel electro-optic components and devices is continuing and will be a key for much more general and powerful architectures. Vanishing of communication hardware limitations will result in the elimination of programming bottlenecks in parallel data processing. Standardization of the functional characteristics of a programming model of massively parallel computers will become established. Then efficient programming environments can be developed. The result will be a widespread use of massively parallel processing systems in many areas of application.

Industrial Strength Parallel Computing

Author : Alice Evelyn Koniges
Publisher : Morgan Kaufmann
ISBN 13 : 1558605401
Total Pages : 660 pages
Book Rating : 4.5/5 (586 download)

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Book Synopsis Industrial Strength Parallel Computing by : Alice Evelyn Koniges

Download or read book Industrial Strength Parallel Computing written by Alice Evelyn Koniges and published by Morgan Kaufmann. This book was released on 2000 with total page 660 pages. Available in PDF, EPUB and Kindle. Book excerpt: High performance computers.

Introduction to Parallel Programming

Author : Subodh Kumar
Publisher : Cambridge University Press
ISBN 13 : 1009276301
Total Pages : pages
Book Rating : 4.0/5 (92 download)

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Book Synopsis Introduction to Parallel Programming by : Subodh Kumar

Download or read book Introduction to Parallel Programming written by Subodh Kumar and published by Cambridge University Press. This book was released on 2022-07-31 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: In modern computer science, there exists no truly sequential computing system; and most advanced programming is parallel programming. This is particularly evident in modern application domains like scientific computation, data science, machine intelligence, etc. This lucid introductory textbook will be invaluable to students of computer science and technology, acting as a self-contained primer to parallel programming. It takes the reader from introduction to expertise, addressing a broad gamut of issues. It covers different parallel programming styles, describes parallel architecture, includes parallel programming frameworks and techniques, presents algorithmic and analysis techniques and discusses parallel design and performance issues. With its broad coverage, the book can be useful in a wide range of courses; and can also prove useful as a ready reckoner for professionals in the field.

MPPM-97

Author : Fujitsu European Centre for Information Technology
Publisher : Institute of Electrical & Electronics Engineers(IEEE)
ISBN 13 :
Total Pages : 246 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis MPPM-97 by : Fujitsu European Centre for Information Technology

Download or read book MPPM-97 written by Fujitsu European Centre for Information Technology and published by Institute of Electrical & Electronics Engineers(IEEE). This book was released on 1998 with total page 246 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text on programming models for massively parallel computers covers such topics as: programming methodology; compilers; optimizations; implementations; experiences; programming languages; tools and environments; and theory.