Parallel Programming For Modern High Performance Computing Systems

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Parallel Programming For Modern High Performance Computing Systems

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Author : Pawel Czarnul
language : en
Publisher: CRC Press
Release Date : 2018-03-05

Parallel Programming For Modern High Performance Computing Systems written by Pawel Czarnul and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-03-05 with Business & Economics categories.

In view of the growing presence and popularity of multicore and manycore processors, accelerators, and coprocessors, as well as clusters using such computing devices, the development of efficient parallel applications has become a key challenge to be able to exploit the performance of such systems. This book covers the scope of parallel programming for modern high performance computing systems. It first discusses selected and popular state-of-the-art computing devices and systems available today, These include multicore CPUs, manycore (co)processors, such as Intel Xeon Phi, accelerators, such as GPUs, and clusters, as well as programming models supported on these platforms. It next introduces parallelization through important programming paradigms, such as master-slave, geometric Single Program Multiple Data (SPMD) and divide-and-conquer. The practical and useful elements of the most popular and important APIs for programming parallel HPC systems are discussed, including MPI, OpenMP, Pthreads, CUDA, OpenCL, and OpenACC. It also demonstrates, through selected code listings, how selected APIs can be used to implement important programming paradigms. Furthermore, it shows how the codes can be compiled and executed in a Linux environment. The book also presents hybrid codes that integrate selected APIs for potentially multi-level parallelization and utilization of heterogeneous resources, and it shows how to use modern elements of these APIs. Selected optimization techniques are also included, such as overlapping communication and computations implemented using various APIs. Features: Discusses the popular and currently available computing devices and cluster systems Includes typical paradigms used in parallel programs Explores popular APIs for programming parallel applications Provides code templates that can be used for implementation of paradigms Provides hybrid code examples allowing multi-level parallelization Covers the optimization of parallel programs

A Practical Approach To High Performance Computing

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Author : Sergei Kurgalin
language : en
Publisher: Springer Nature
Release Date : 2019-11-10

A Practical Approach To High Performance Computing written by Sergei Kurgalin and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-11-10 with Computers categories.

The book discusses the fundamentals of high-performance computing. The authors combine visualization, comprehensibility, and strictness in their material presentation, and thus influence the reader towards practical application and learning how to solve real computing problems. They address both key approaches to programming modern computing systems: multithreading-based parallelizing in shared memory systems, and applying message-passing technologies in distributed systems. The book is suitable for undergraduate and graduate students, and for researchers and practitioners engaged with high-performance computing systems. Each chapter begins with a theoretical part, where the relevant terminology is introduced along with the basic theoretical results and methods of parallel programming, and concludes with a list of test questions and problems of varying difficulty. The authors include many solutions and hints, and often sample code.

High Performance Computing

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Author : Thomas Sterling
language : en
Publisher: Morgan Kaufmann
Release Date : 2024-09-19

High Performance Computing written by Thomas Sterling and has been published by Morgan Kaufmann this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-19 with Computers categories.

Performance Computing: Modern Systems and Practices is a fully comprehensive and easily accessible treatment of high performance computing, covering fundamental concepts and essential knowledge while also providing key skills training. With this book, students will begin their careers with an understanding of possible directions for future research and development in HPC, domain scientists will learn how to use supercomputers as a key tool in their quest for new knowledge, and practicing engineers will discover how supercomputers can employ HPC systems and methods to the design and simulation of innovative products.This new edition has been fully updated, and has been reorganized and restructured to improve accessibility for undergraduate students while also adding trending content such as machine learning and a new chapter on CUDA. - Covers enabling technologies, system architectures and operating systems, parallel programming languages and algorithms, scientific visualization, correctness and performance debugging tools and methods, GPU accelerators, and big data problems - Provides numerous examples that explore the basics of supercomputing while also providing practical training in the real use of high-end computers - Helps users with informative and practical examples that build knowledge and skills through incremental steps - Features sidebars of background and context to present a live history and culture of this unique field

High Performance Computing In Engineering

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Author : H. Power
language : en
Publisher:
Release Date : 1995

High Performance Computing In Engineering written by H. Power and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995 with Computers categories.

A consideration of the use and the applications of supercomputers and parallel architectures for engineering purposes. Topics covered include: visco-elastic finite element analysis performance; convective heat transfer; and integrated grid generation and viscous flow simulation.

Acm Transactions On Computer Systems

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Author :
language : en
Publisher:
Release Date : 2004

Acm Transactions On Computer Systems written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004 with Computer architecture categories.

Computer Performance Evaluation

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Author : Gu nter Haring
language : en
Publisher: Springer
Release Date : 1994

Computer Performance Evaluation written by Gu nter Haring and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with Computers categories.

"Performance evaluation, reliability, and performability are key factors in the development and improvement of computer systems and computer networks. This volume contains the 25 accepted and invited papers presented at the 7th International Conference on Modelling Techniques and Tools for Computer Performance Evaluation. The papers focus on new techniques and the extension of existing techniques for performance and reliability analysis. Tools to support performance and reliability modelling and measurement in all kinds of applications and environments are presented, and the practicability and generality of the approaches are emphasized. The volume summarizes the state of the art and points out future demands and challenges, and will interest both scientists and practitioners."--PUBLISHER'S WEBSITE.

High Performance Computing In Engineering Applications To Partial Differential Equations

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Author : H. Power
language : en
Publisher:
Release Date : 1995

High Performance Computing In Engineering Applications To Partial Differential Equations written by H. Power and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995 with Computers categories.

Moscow University Computational Mathematics And Cybernetics

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Author : Moskovskiĭ gosudarstvennyĭ universitet im. M.V. Lomonosova
language : en
Publisher:
Release Date : 1999

Moscow University Computational Mathematics And Cybernetics written by Moskovskiĭ gosudarstvennyĭ universitet im. M.V. Lomonosova and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with Cybernetics categories.

High Performance Parallel Computing

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Author : Satyadhyan Chickerur
language : en
Publisher: BoD – Books on Demand
Release Date : 2019-03-13

High Performance Parallel Computing written by Satyadhyan Chickerur and has been published by BoD – Books on Demand this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-03-13 with Computers categories.

This edited book aims to present the state of the art in research and development of the convergence of high-performance computing and parallel programming for various engineering and scientific applications. The book has consolidated algorithms, techniques, and methodologies to bridge the gap between the theoretical foundations of academia and implementation for research, which might be used in business and other real-time applications in the future.The book outlines techniques and tools used for emergent areas and domains, which include acceleration of large-scale electronic structure simulations with heterogeneous parallel computing, characterizing power and energy efficiency of a data-centric high-performance computing runtime and applications, security applications of GPUs, parallel implementation of multiprocessors on MPI using FDTD, particle-based fused rendering, design and implementation of particle systems for mesh-free methods with high performance, and evolving topics on heterogeneous computing. In the coming days the need to converge HPC, IoT, cloud-based applications will be felt and this volume tries to bridge that gap.

Proceedings Of The Acm Sigplan Symposium On Principles Practice Of Parallel Programming

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Author :
language : en
Publisher:
Release Date : 2007

Proceedings Of The Acm Sigplan Symposium On Principles Practice Of Parallel Programming written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with Parallel programming (Computer science) categories.