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Heterogeneous Computing With Opencl 2 0

Author: David R. Kaeli
Publisher: Morgan Kaufmann
ISBN: 0128016493
Size: 27.52 MB
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Heterogeneous Computing with OpenCL 2.0 teaches OpenCL and parallel programming for complex systems that may include a variety of device architectures: multi-core CPUs, GPUs, and fully-integrated Accelerated Processing Units (APUs). This fully-revised edition includes the latest enhancements in OpenCL 2.0 including: • Shared virtual memory to increase programming flexibility and reduce data transfers that consume resources • Dynamic parallelism which reduces processor load and avoids bottlenecks • Improved imaging support and integration with OpenGL Designed to work on multiple platforms, OpenCL will help you more effectively program for a heterogeneous future. Written by leaders in the parallel computing and OpenCL communities, this book explores memory spaces, optimization techniques, extensions, debugging and profiling. Multiple case studies and examples illustrate high-performance algorithms, distributing work across heterogeneous systems, embedded domain-specific languages, and will give you hands-on OpenCL experience to address a range of fundamental parallel algorithms. Updated content to cover the latest developments in OpenCL 2.0, including improvements in memory handling, parallelism, and imaging support Explanations of principles and strategies to learn parallel programming with OpenCL, from understanding the abstraction models to thoroughly testing and debugging complete applications Example code covering image analytics, web plugins, particle simulations, video editing, performance optimization, and more

Heterogeneous Computing With Opencl

Author: Benedict Gaster
Publisher: Elsevier
ISBN: 0123877660
Size: 38.41 MB
Format: PDF, Mobi
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"Heterogeneous Computing with OpenCL teaches OpenCL and parallel programming for complex systems that may include different types of hardware: Central Processing Units (CPUs), Digital Signal Processors (DSPs), Graphic Processing Units (GPUs) and Accelerated Processing Units (APUs). Designed to work on multiple platforms and with wide industry support, OpenCL will help you more effectively program for a heterogeneous future.

Exam Prep For Heterogeneous Computing With Opencl

Author: David Mason
Publisher: Rico Publications
ISBN:
Size: 17.94 MB
Format: PDF, Docs
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5,600 Exam Prep questions and answers. Ebooks, Textbooks, Courses, Books Simplified as questions and answers by Rico Publications. Very effective study tools especially when you only have a limited amount of time. They work with your textbook or without a textbook and can help you to review and learn essential terms, people, places, events, and key concepts.

Programming Massively Parallel Processors

Author: David B. Kirk
Publisher: Newnes
ISBN: 0123914183
Size: 51.21 MB
Format: PDF, Mobi
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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

Parallel Programming With Intel Parallel Studio Xe

Author: Stephen Blair-Chappell
Publisher: John Wiley & Sons
ISBN: 0470891653
Size: 28.26 MB
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Annotation Almost all computerssold todaysupport parallel programmingdue to the advances in multicore architechture. This meansprogramming for multicoreprocessors has become amust have skill for todays programmers. Many program developers know they must'go parallel', but don't knowthe best steps to take. This book is a 'standalone, ' teach-yourself, hands-on tutorial for Windows CC++ programmers. Althoughsome theory is briefly covered, much of the book covershow to apply tools, techniques and language extensions to implement parallelism. The bookteaches the programmer how to write programs for multicore andhelps CC++ windows programmers to leverage the power of multicore in their programs. The book alsoincludes several use-cases based on real-world examples. The authorwill highlight the challenges of the particular project, and how the developer can overcome these issues. Specific examples covered are: Conversion of serial code to parallel Implementing Intel Parallel studio Benefits of using parallel code Error tuning and performance optimization of code Features 6 hands on case studies illustrating techniques of advanced parallel programming situations.

Network And Parallel Computing

Author: Xuanhua Shi
Publisher: Springer
ISBN: 3319682105
Size: 49.16 MB
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This book constitutes the proceedings of the 14th IFIP WG 10.3 International Conference on Network and Parallel Computing, NPC 2017, held in Hefei, China, in October 2017.The 9 full papers and 10 short papers presented in this book were carefully reviewed and selected from 88 submissions. The papers cover traditional areas of network and parallel computing including parallel applications, distributed algorithms, software environments, and distributed tools.​

Supercomputing

Author: Julian M. Kunkel
Publisher: Springer
ISBN: 3642387500
Size: 55.82 MB
Format: PDF, Mobi
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This book constitutes the refereed proceedings of the 28th International Supercomputing Conference, ISC 2013, held in Leipzig, Germany, in June 2013. The 35 revised full papers presented together were carefully reviewed and selected from 89 submissions. The papers cover the following topics: scalable applications with 50K+ cores; performance improvements in algorithms; accelerators; performance analysis and optimization; library development; administration and management of supercomputers; energy efficiency; parallel I/O; grid and cloud.

Architecture Of Computing Systems Arcs 2019

Author: Martin Schoeberl
Publisher: Springer
ISBN: 3030186563
Size: 54.14 MB
Format: PDF, ePub
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This book constitutes the proceedings of the 32nd International Conference on Architecture of Computing Systems, ARCS 2019, held in Copenhagen, Denmark, in May 2019. The 24 full papers presented in this volume were carefully reviewed and selected from 40 submissions. ARCS has always been a conference attracting leading-edge research outcomes in Computer Architecture and Operating Systems, including a wide spectrum of topics ranging from embedded and real-time systems all the way to large-scale and parallel systems. The selected papers are organized in the following topical sections: Dependable systems; real-time systems; special applications; architecture; memory hierarchy; FPGA; energy awareness; NoC/SoC. The chapter 'MEMPower: Data-Aware GPU Memory Power Model' is open access under a CC BY 4.0 license at link.springer.com.

Signal And Information Processing Networking And Computers

Author: Songlin Sun
Publisher: Springer
ISBN: 9811075212
Size: 20.51 MB
Format: PDF, ePub, Docs
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This proceedings book presents the latest research in the fields of information theory, communication system, computer science and signal processing, as well as other related technologies. Collecting selected papers from the 3rd Conference on Signal and Information Processing, Networking and Computers (ICSINC), held in Chongqing, China on September 13-15, 2017, it is of interest to professionals from academia and industry alike.