High Performance Computing In C
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Techniques For Optimizing Applications
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Author : Rajat P. Garg
language : en
Publisher: Prentice Hall PTR
Release Date : 2002
Techniques For Optimizing Applications written by Rajat P. Garg and has been published by Prentice Hall PTR this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002 with Computers categories.
Software -- Programming Techniques.
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
C And C Building High Performance Applications And Algorithms
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Author : Ethan C Miles
language : en
Publisher: Independently Published
Release Date : 2024-12-21
C And C Building High Performance Applications And Algorithms written by Ethan C Miles and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-21 with Computers categories.
C++ and C#: Building High-Performance Applications and Algorithms By Ethan C. Miles Unlock the full potential of C++ and C# to build cutting-edge, high-performance applications and algorithms! Whether you're a student eager to learn advanced programming techniques or an educator seeking a comprehensive resource, this book is your ultimate guide to mastering High-Performance Computing (HPC). Why Choose This Book? Comprehensive Coverage: From the basics of HPC to the future trends shaping the industry, this book offers a complete learning journey. Practical Techniques: Explore actionable strategies for writing efficient code, optimizing data structures, and parallel programming. Hands-On Examples: Real-world case studies and step-by-step examples ensure you can apply these techniques in real projects. Comparison Focus: Learn the strengths and unique techniques of C++ vs. C#, enabling you to choose the right tools for every scenario. Student-Friendly: Clear explanations, concise chapters, and a structured approach make it ideal for classroom or individual study. What You'll Learn Set up your development environment for maximum performance. Optimize algorithms and data structures for speed and efficiency. Harness the power of parallel programming and SIMD. Profile and fine-tune your applications with advanced performance optimization tools. Build scalable, high-performance applications ready for real-world deployment. Perfect for: Students in computer science, engineering, or software development courses. Educators looking for a comprehensive textbook for high-performance computing classes. Developers seeking to deepen their expertise in writing fast, efficient, and reliable code. Equip yourself with the skills and knowledge to excel in high-performance computing. C++ and C#: Building High-Performance Applications and Algorithms is more than a book-it's your gateway to creating software that is faster, more efficient, and future-proof. Don't wait-start your journey into high-performance computing today!
High Performance Computing In C
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Author : Nate Phoetean
language : en
Publisher: Independently Published
Release Date : 2024-04-07
High Performance Computing In C written by Nate Phoetean and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-04-07 with Computers categories.
Dive into the world of high-performance computing (HPC) with "High-Performance Computing in C++: Concurrency, Multithreading, and Parallel Programming," a comprehensive guide crafted to elevate your C++ programming to new heights. Whether you're an intermediate programmer keen on expanding your knowledge or an experienced developer aiming to optimize your applications, this book offers a treasure trove of insights into leveraging C++ for unparalleled efficiency and speed. Explore the foundational concepts of HPC and understand the critical role of C++ in developing scalable and robust applications. Master the art of concurrency, threading, and parallel programming as you navigate through meticulously structured chapters, each equipped with code snippets, practical examples, and case studies. From the basics of thread management to advanced topics like GPU programming and MPI for distributed computing, this book covers the vast landscape of HPC in C++. Unlock the potential of modern C++ standards and the latest features to simplify concurrent programming, ensuring your applications are not only fast but also future-proof. Tackle real-world challenges with confidence as you learn to debug and profile concurrent and parallel C++ programs, optimizing for performance and reliability. "High-Performance Computing in C++" stands as an essential guide for programmers, researchers, and engineers, providing the tools and knowledge to push the boundaries of computational performance. Embrace the power of C++ and transform the way you think about and approach high-performance applications.
Introduction To High Performance Computing For Scientists And Engineers
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Author : Georg Hager
language : en
Publisher: CRC Press
Release Date : 2010-07-02
Introduction To High Performance Computing For Scientists And Engineers written by Georg Hager and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-07-02 with Computers categories.
Written by high performance computing (HPC) experts, Introduction to High Performance Computing for Scientists and Engineers provides a solid introduction to current mainstream computer architecture, dominant parallel programming models, and useful optimization strategies for scientific HPC. From working in a scientific computing center, the author
High Performance Computing
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Author :
language : en
Publisher:
Release Date : 1999
High Performance Computing written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with High performance computing categories.
Current Trends In High Performance Computing And Its Applications
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Author : Wu Zhang
language : en
Publisher: Springer Science & Business Media
Release Date : 2005-06-16
Current Trends In High Performance Computing And Its Applications written by Wu Zhang and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-06-16 with Computers categories.
This volume contains 88 research articles written by prominent researchers. The articles are chosen from a large international conference on high performance computing and its applications held in Shanghai, China. Topics covered include a variety of subjects in modern high performance computing and its applications, such as the design and analysis of high performance computing algorithms, tools and platforms, and their scientific, engineering, medical, and industrial applications. The book serves as an excellent reference work for graduate students and researchers working with high performance computing for problems in science and engineering.
Parallel And High Performance Computing
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Author : Robert Robey
language : en
Publisher: Simon and Schuster
Release Date : 2021-06-22
Parallel And High Performance Computing written by Robert Robey and has been published by Simon and Schuster this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-06-22 with Computers categories.
Complex calculations, like training deep learning models or running large-scale simulations, can take an extremely long time. Efficient parallel programming can save hours--or even days--of computing time. Parallel and High Performance Computing shows you how to deliver faster run-times, greater scalability, and increased energy efficiency to your programs by mastering parallel techniques for multicore processor and GPU hardware. about the technology Modern computing hardware comes equipped with multicore CPUs and GPUs that can process numerous instruction sets simultaneously. Parallel computing takes advantage of this now-standard computer architecture to execute multiple operations at the same time, offering the potential for applications that run faster, are more energy efficient, and can be scaled to tackle problems that demand large computational capabilities. But to get these benefits, you must change the way you design and write software. Taking advantage of the tools, algorithms, and design patterns created specifically for parallel processing is essential to creating top performing applications. about the book Parallel and High Performance Computing is an irreplaceable guide for anyone who needs to maximize application performance and reduce execution time. Parallel computing experts Robert Robey and Yuliana Zamora take a fundamental approach to parallel programming, providing novice practitioners the skills needed to tackle any high-performance computing project with modern CPU and GPU hardware. Get under the hood of parallel computing architecture and learn to evaluate hardware performance, scale up your resources to tackle larger problem sizes, and deliver a level of energy efficiency that makes high performance possible on hand-held devices. When you''re done, you''ll be able to build parallel programs that are reliable, robust, and require minimal code maintenance. This book is unique in its breadth, with discussions of parallel algorithms, techniques to successfully develop parallel programs, and wide coverage of the most effective languages for the CPU and GPU. The programming paradigms include MPI, OpenMP threading, and vectorization for the CPU. For the GPU, the book covers OpenMP and OpenACC directive-based approaches and the native-based CUDA and OpenCL languages. what''s inside Steps for planning a new parallel project Choosing the right data structures and algorithms Addressing underperforming kernels and loops The differences in CPU and GPU architecture about the reader For experienced programmers with proficiency in a high performance computing language such as C, C++, or Fortran. about the authors Robert Robey has been active in the field of parallel computing for over 30 years. He works at Los Alamos National Laboratory, and has previously worked at the University of New Mexico, where he started up the Albuquerque High Performance Computing Center. Yuliana Zamora has lectured on efficient programming of modern hardware at national conferences, based on her work developing applications running on tens of thousands of processing cores and the latest GPU architectures.
High Performance Computing And Applications
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Author : Wu Zhang
language : en
Publisher: Springer
Release Date : 2010-03-10
High Performance Computing And Applications written by Wu Zhang and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-03-10 with Computers categories.
The Second International Conference on High-Performance Computing and Appli- tions (HPCA 2009) was a follow-up event of the successful HPCA 2004. It was held in Shanghai, a beautiful, active, and modern city in China, August 10–12, 2009. It served as a forum to present current work by researchers and software developers from around the world as well as to highlight activities in the high-performance c- puting area. It aimed to bring together research scientists, application pioneers, and software developers to discuss problems and solutions and to identify new issues in this area. This conference emphasized the development and study of novel approaches for high-performance computing, the design and analysis of high-performance - merical algorithms, and their scientific, engineering, and industrial applications. It offered the conference participants a great opportunity to exchange the latest research results, heighten international collaboration, and discuss future research ideas in HPCA. In addition to 24 invited presentations, the conference received over 300 contr- uted submissions from over ten countries and regions worldwide, about 70 of which were accepted for presentation at HPCA 2009. The conference proceedings contain some of the invited presentations and contributed submissions, and cover such research areas of interest as numerical algorithms and solutions, high-performance and grid c- puting, novel approaches to high-performance computing, massive data storage and processing, hardware acceleration, and their wide applications.
High Performance Computing Using Fpgas
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Author : Wim Vanderbauwhede
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-08-23
High Performance Computing Using Fpgas written by Wim Vanderbauwhede and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-08-23 with Technology & Engineering categories.
High-Performance Computing using FPGA covers the area of high performance reconfigurable computing (HPRC). This book provides an overview of architectures, tools and applications for High-Performance Reconfigurable Computing (HPRC). FPGAs offer very high I/O bandwidth and fine-grained, custom and flexible parallelism and with the ever-increasing computational needs coupled with the frequency/power wall, the increasing maturity and capabilities of FPGAs, and the advent of multicore processors which has caused the acceptance of parallel computational models. The Part on architectures will introduce different FPGA-based HPC platforms: attached co-processor HPRC architectures such as the CHREC’s Novo-G and EPCC’s Maxwell systems; tightly coupled HRPC architectures, e.g. the Convey hybrid-core computer; reconfigurably networked HPRC architectures, e.g. the QPACE system, and standalone HPRC architectures such as EPFL’s CONFETTI system. The Part on Tools will focus on high-level programming approaches for HPRC, with chapters on C-to-Gate tools (such as Impulse-C, AutoESL, Handel-C, MORA-C++); Graphical tools (MATLAB-Simulink, NI LabVIEW); Domain-specific languages, languages for heterogeneous computing(for example OpenCL, Microsoft’s Kiwi and Alchemy projects). The part on Applications will present case from several application domains where HPRC has been used successfully, such as Bioinformatics and Computational Biology; Financial Computing; Stencil computations; Information retrieval; Lattice QCD; Astrophysics simulations; Weather and climate modeling.