Numerical Linear Algebra On High Performance Computers

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Numerical Linear Algebra On High Performance Computers

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Author : Jack J. Dongarra
language : en
Publisher: SIAM
Release Date : 1998-01-01

Numerical Linear Algebra On High Performance Computers written by Jack J. Dongarra and has been published by SIAM this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998-01-01 with Computers categories.

Provides a rapid introduction to the world of vector and parallel processing for these linear algebra applications.

Numerical Linear Algebra For High Performance Computers

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Author : Jack J. Dongarra
language : en
Publisher: SIAM
Release Date : 1998-01-01

Numerical Linear Algebra For High Performance Computers written by Jack J. Dongarra and has been published by SIAM this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998-01-01 with Computers categories.

This book presents a unified treatment of recently developed techniques and current understanding about solving systems of linear equations and large scale eigenvalue problems on high-performance computers. It provides a rapid introduction to the world of vector and parallel processing for these linear algebra applications. Topics include major elements of advanced-architecture computers and their performance, recent algorithmic development, and software for direct solution of dense matrix problems, direct solution of sparse systems of equations, iterative solution of sparse systems of equations, and solution of large sparse eigenvalue problems.

The Art Of High Performance Computing For Computational Science Vol 1

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Author : Masaaki Geshi
language : en
Publisher: Springer
Release Date : 2019-05-14

The Art Of High Performance Computing For Computational Science Vol 1 written by Masaaki Geshi and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-05-14 with Computers categories.

This book provides basic and practical techniques of parallel computing and related methods of numerical analysis for researchers who conduct numerical calculation and simulation. Although the techniques provided in this book are field-independent, these methods can be used in fields such as physics, chemistry, biology, earth sciences, space science, meteorology, disaster prevention, and manufacturing. In particular, those who develop software code in these areas will find this book useful. The contents are suitable for graduate students and researchers in computational science rather than novices at programming or informed experts in computer science. Starting with an introduction to the recent trends in computer architecture and parallel processing, Chapter 1 explains the basic knowledge of speedup programs with simple examples of numerical computing. Chapters 2 – 4 detail the basics of parallel programming, the message passing interface (MPI), and OpenMP and discuss hybrid parallelization techniques. Showing an actual example of adaptation, Chapter 5 gives an overview of performance tuning and communication optimizations. To deal with dense matrix calculations, Chapter 6 details the basics and practice of linear algebra calculation libraries BLAS and LAPACK, including some examples that can be easily reproduced by readers using free software. Focusing on sparse matrix calculations, Chapter 7 explains high performance algorithms for numerical linear algebra. Chapter 8 introduces the fast Fourier transform in large-scale systems from the basics. Chapter 9 explains optimization and related topics such as debug methods and version control systems. Chapter 10 discusses techniques for increasing computation accuracy as an essential topic in numerical calculation. This is the first of the two volumes that grew out of a series of lectures in the K computer project in Japan. The second volume will focus on advanced techniques and examples of applications in materials science.

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 For Computational Science Vecpar 2016

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Author : Inês Dutra
language : en
Publisher: Springer
Release Date : 2017-07-13

High Performance Computing For Computational Science Vecpar 2016 written by Inês Dutra and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-07-13 with Computers categories.

This book constitutes the thoroughly refereed post-conference proceedings of the 12fth International Conference on High Performance Computing in Computational Science, VECPAR 2016, held in Porto, Portugal, in June 2016. The 20 full papers presented were carefully reviewed and selected from 36 submissions. The papers are organized in topical sections on applications; performance modeling and analysis; low level support; environments/libraries to support parallelization.

High Performance Computing

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Author : Philippe Navaux
language : en
Publisher: Springer Nature
Release Date : 2022-12-20

High Performance Computing written by Philippe Navaux and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-12-20 with Computers categories.

This book constitutes the proceedings of the 9th Latin American Conference on High Performance Computing, CARLA 2022, held in Porto Alegre, Brazil, in September 2022. The 16 full papers presented in this volume were carefully reviewed and selected from 56 submissions. CARLA, the Latin American High Performance Computing Conference, is an international academic meeting aimed at providing a forum to foster the growth and strength of the High Performance Computing (HPC) community in Latin America and the Caribbean through the exchange and dissemination of new ideas, techniques, and research in HPC and its application areas.

Numerical Linear Algebra Algorithms On Vector And Parallel Computers

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Author : Lars Eldén
language : en
Publisher:
Release Date : 1993

Numerical Linear Algebra Algorithms On Vector And Parallel Computers written by Lars Eldén and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993 with Algebras, Linear categories.

Handbook Of Parallel Computing And Statistics

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Author : Erricos John Kontoghiorghes
language : en
Publisher: CRC Press
Release Date : 2005-12-21

Handbook Of Parallel Computing And Statistics written by Erricos John Kontoghiorghes and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-12-21 with Computers categories.

Technological improvements continue to push back the frontier of processor speed in modern computers. Unfortunately, the computational intensity demanded by modern research problems grows even faster. Parallel computing has emerged as the most successful bridge to this computational gap, and many popular solutions have emerged based on its concepts

The Fourth International Conference Exhibition On High Performance Computing In The Asia Pacific Region Beijing China May 14 17 2000

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Author :
language : en
Publisher:
Release Date : 2000

The Fourth International Conference Exhibition On High Performance Computing In The Asia Pacific Region Beijing China May 14 17 2000 written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000 with High performance computing categories.

High Performance Computing

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Author : Gary Sabot
language : en
Publisher: Addison Wesley Longman
Release Date : 1995

High Performance Computing written by Gary Sabot and has been published by Addison Wesley Longman this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995 with Computers categories.

This book shows by example how to solve complex scientific problems with programs that run on high-performance computers. Combining case studies from a variety of problem domains, it shows how to map or transform an abstract problem into concrete solutions that execute rapidly and efficiently on available high-performance hardware.