High Performance Parallel Runtimes

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High Performance Parallel Runtimes

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Author : Michael Klemm
language : en
Publisher: Walter de Gruyter GmbH & Co KG
Release Date : 2021-02-08

High Performance Parallel Runtimes written by Michael Klemm and has been published by Walter de Gruyter GmbH & Co KG this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-02-08 with Computers categories.

This book focuses on the theoretical and practical aspects of parallel programming systems for today's high performance multi-core processors and discusses the efficient implementation of key algorithms needed to implement parallel programming models. Such implementations need to take into account the specific architectural aspects of the underlying computer architecture and the features offered by the execution environment. This book briefly reviews key concepts of modern computer architecture, focusing particularly on the performance of parallel codes as well as the relevant concepts in parallel programming models. The book then turns towards the fundamental algorithms used to implement the parallel programming models and discusses how they interact with modern processors. While the book will focus on the general mechanisms, we will mostly use the Intel processor architecture to exemplify the implementation concepts discussed but will present other processor architectures where appropriate. All algorithms and concepts are discussed in an easy to understand way with many illustrative examples, figures, and source code fragments. The target audience of the book is students in Computer Science who are studying compiler construction, parallel programming, or programming systems. Software developers who have an interest in the core algorithms used to implement a parallel runtime system, or who need to educate themselves for projects that require the algorithms and concepts discussed in this book will also benefit from reading it. You can find the source code for this book at https://github.com/parallel-runtimes/lomp.

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.

High Performance Computing

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Author :
language : en
Publisher:
Release Date : 2004

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 2004 with High performance computing categories.

Parallel And High Performance Computing

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Author : Robert Robey
language : en
Publisher: Simon and Schuster
Release Date : 2021-08-24

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 2021-08-24 with Computers categories.

Parallel and High Performance Computing offers techniques guaranteed to boost your code’s effectiveness. Summary 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 Write fast, powerful, energy efficient programs that scale to tackle huge volumes of data. Using parallel programming, your code spreads data processing tasks across multiple CPUs for radically better performance. With a little help, you can create software that maximizes both speed and efficiency. About the book Parallel and High Performance Computing offers techniques guaranteed to boost your code’s effectiveness. You’ll learn to evaluate hardware architectures and work with industry standard tools such as OpenMP and MPI. You’ll master the data structures and algorithms best suited for high performance computing and learn techniques that save energy on handheld devices. You’ll even run a massive tsunami simulation across a bank of GPUs. What's inside Planning a new parallel project Understanding differences in CPU and GPU architecture Addressing underperforming kernels and loops Managing applications with batch scheduling About the reader For experienced programmers proficient with a high-performance computing language like C, C++, or Fortran. About the author Robert Robey works at Los Alamos National Laboratory and has been active in the field of parallel computing for over 30 years. Yuliana Zamora is currently a PhD student and Siebel Scholar at the University of Chicago, and has lectured on programming modern hardware at numerous national conferences. Table of Contents PART 1 INTRODUCTION TO PARALLEL COMPUTING 1 Why parallel computing? 2 Planning for parallelization 3 Performance limits and profiling 4 Data design and performance models 5 Parallel algorithms and patterns PART 2 CPU: THE PARALLEL WORKHORSE 6 Vectorization: FLOPs for free 7 OpenMP that performs 8 MPI: The parallel backbone PART 3 GPUS: BUILT TO ACCELERATE 9 GPU architectures and concepts 10 GPU programming model 11 Directive-based GPU programming 12 GPU languages: Getting down to basics 13 GPU profiling and tools PART 4 HIGH PERFORMANCE COMPUTING ECOSYSTEMS 14 Affinity: Truce with the kernel 15 Batch schedulers: Bringing order to chaos 16 File operations for a parallel world 17 Tools and resources for better code

Proceedings Of The Third Ieee International Symposium On High Performance Distributed Computing

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Author :
language : en
Publisher: Institute of Electrical & Electronics Engineers(IEEE)
Release Date : 1994

Proceedings Of The Third Ieee International Symposium On High Performance Distributed Computing written by and has been published by Institute of Electrical & Electronics Engineers(IEEE) this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with Computers categories.

The proceedings of HPDC-3 comprise three invited papers and 34 contributed papers in technical sessions devoted to software tools and environments; high-speed networks and applications; HPDC applications; mapping and scheduling; distributed shared-memory systems; partitioning and load balancing; fau

High Performance Computing In Computational Dynamics

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Author : Kumar K. Tamma
language : en
Publisher:
Release Date : 1994

High Performance Computing In Computational Dynamics written by Kumar K. Tamma and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with Technology & Engineering categories.

4th International Symposium On Fluid Structure Interactions Aeroelasticity Flow Induced Vibration And Noise

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Author :
language : en
Publisher:
Release Date : 1997

4th International Symposium On Fluid Structure Interactions Aeroelasticity Flow Induced Vibration And Noise written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997 with Aeroelasticity categories.

Proceedings Of The Iopads Workshop On I O In Parallel And Distributed Systems

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Author :
language : en
Publisher:
Release Date : 1999

Proceedings Of The Iopads Workshop On I O In Parallel And Distributed 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 1999 with Computer input-output equipment categories.

Active Threads Towards Efficient Fine Grained Parallelism In Object Oriented Systems

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Author : Boris Weissman
language : en
Publisher:
Release Date : 1998

Active Threads Towards Efficient Fine Grained Parallelism In Object Oriented Systems written by Boris Weissman and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998 with categories.

13th International Parallel Processing Symposium 10th Symposium On Parallel And Distributed Processing

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Author : IEEE Computer Society. Technical Committee on Parallel Processing
language : en
Publisher: Institute of Electrical & Electronics Engineers(IEEE)
Release Date : 1999

13th International Parallel Processing Symposium 10th Symposium On Parallel And Distributed Processing written by IEEE Computer Society. Technical Committee on Parallel Processing and has been published by Institute of Electrical & Electronics Engineers(IEEE) this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with Computers categories.

Contains 113 papers presented at the April 1999 meetings. Arrangement is in 21 sections covering such topics as: algorithmic paradigms and primitives; latency tolerance and performance modeling; communication, run-time systems; scalable computing; communication and protocols for clusters; communication libraries; routing and broadcasting; miscellaneous architecture; advanced software for applications support; scientific engineering systems; signal processing; data mining and databases; and biological and discrete systems. Also included are abstracts of the panel discussions and the two keynote addresses from each of the symposiums. No subject index. Annotation copyrighted by Book News, Inc., Portland, OR