Parallel computing optimization (39 Ergebnisse)
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Taschenbuch. Zustand: Neu. Neuware - A practical guide to high-performance CUDA development for engineers, researchers, and developers who need more than introductory examples. This book focuses on the full workflow of GPU computing, from understanding how streaming multiprocessors execute warps to building maintainable, testabl…e, and scalable applications for real scientific workloads.The chapters move from core architecture and programming fundamentals into profiling, memory tuning, numerical accuracy, and multi-GPU scaling. You will see how to turn a correct kernel into an efficient one, how to measure bottlenecks with Nsight tools, and how to make informed tradeoffs between occupancy, bandwidth, latency, and precision.What this book covers- GPU architecture and execution behavior, including warps, scheduling, memory hierarchy, and data movement costs.- CUDA kernel design, with launch configuration, indexing, synchronization, debugging, and reusable interfaces.- Performance engineering, using profiling metrics and iterative optimization based on measured results.- Memory optimization, including coalescing, shared memory tiling, register pressure, cache behavior, and data layout.- Common scientific patterns, such as stencils, reductions, scans, sparse formats, and batched linear algebra.- Numerical correctness, with floating point behavior, stable summation, boundary handling, and CPU validation.- Advanced coordination techniques, such as warp and block level operations, streams, events, and asynchronous overlap.- Host and multi-GPU engineering, covering pinned memory, unified memory, partitioning strategies, NCCL, halo exchange, and scaling studies.Why it stands out- Engineering-first approach, centered on real optimization decisions rather than isolated syntax.- Workflow oriented, with profiling, testing, benchmarking, and regression tracking built into the discussion.- Useful for scientific computing, especially stencil solvers, sparse methods, reductions, and iterative pipelines.- Built for maintainability, with guidance on project structure, code reuse, and repeatable validation.Ideal for anyone who wants to write CUDA code that is not only correct, but also fast, traceable, and ready for production-scale workloads.
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Taschenbuch. Zustand: Neu. Bees Swarm Optimization for Association Rule Mining on CUDA | Enactment of Bio Inspired Bees Swarm Intelligence for Association Rule Mining using Parallel Computing Platform | Alankar Shelar | Taschenbuch | 64 S. | Englisch | 2018 | LAP LAMBERT Academic Publishing | EAN 9786139836338 | Verantwortliche…Person für die EU: BoD - Books on Demand, In de Tarpen 42, 22848 Norderstedt, info[at]bod[dot]de | Anbieter: preigu.
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Taschenbuch. Zustand: Neu. Towards Parallel Computing by Patterns, Algorithms and Optimization | Mohammad Sultan Mahmud (u. a.) | Taschenbuch | 52 S. | Englisch | 2017 | LAP LAMBERT Academic Publishing | EAN 9783330028197 | Verantwortliche Person für die EU: preigu GmbH & Co. KG, Lengericher Landstr. 19, 49078 Osnabrück, mail[at…]preigu[dot]de | Anbieter: preigu.
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Taschenbuch. Zustand: Neu. Neuware - Have you ever wondered how modern software achieves extraordinary performance when processing massive datasets, running complex simulations, powering intelligent applications, or solving computational problems that would overwhelm traditional systems Have you wanted to move beyond basic progr…amming and learn how professional developers build high-performance applications that fully utilize modern hardware This book was written for that journey.Whether you are a software developer, systems programmer, computer science student, researcher, engineer, or technology enthusiast, this guide provides a practical and structured path toward mastering modern high-performance software development using advanced programming techniques and accelerated computing principles.Performance is no longer optional. It is a competitive advantage.Modern applications must process more data, respond faster, scale efficiently, and make better use of available computing resources. This book explains not only how these systems work, but also why specific design decisions lead to better performance, reliability, and scalability.Inside, you will learn how to build a strong foundation in modern systems programming, understand concurrent and parallel execution models, optimize memory usage, improve computational efficiency, and design software that can take advantage of large-scale parallel processing environments.Learn the principles behind high-performance computing.Rather than focusing solely on theory, this book connects core concepts with practical implementation strategies. You will explore memory architecture, workload distribution, synchronization techniques, optimization methodologies, accelerated processing workflows, large-scale data handling, scientific computing applications, machine learning acceleration, simulation systems, and enterprise-grade software engineering practices.Turn complex concepts into practical skills.Every major topic is presented in a clear and progressive manner, allowing you to build knowledge step by step while developing an understanding of how modern computational systems are designed and optimized.By the end of this book, you will be able to think like a performance-focused software engineer, identify bottlenecks with confidence, design scalable solutions, and apply advanced programming techniques to demanding real-world workloads.Build faster. Scale smarter. Compute more efficiently.If your goal is to move beyond conventional application development and gain the knowledge needed to create high-performance software for data-intensive, compute-intensive, and future-ready systems, this book provides the knowledge, techniques, and practical insights to help you get there.The next level of software performance starts here.
Sprache: Englisch
Verlag: Independently Published Jun 2026, 2026
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Taschenbuch. Zustand: Neu. Neuware - Have you ever wondered how modern AI systems process massive amounts of data in seconds Curious about how high-performance applications achieve extraordinary speed and efficiency Interested in harnessing the power of GPUs without sacrificing the safety and reliability of modern software devel…opment If those questions have crossed your mind, then Modern GPU Programming with Rust and CUDA 13 was written for you.What if you could combine the memory safety and performance of Rust with the immense computational power of CUDA-enabled GPUs What if you could develop applications capable of handling complex parallel workloads, accelerating AI systems, optimizing memory usage, and solving computational challenges at scale This book takes you beyond theory and into the practical world of modern GPU programming.Whether you're a software developer looking to expand your expertise, a systems programmer seeking greater performance, an AI engineer building accelerated applications, or a technology enthusiast eager to understand parallel computing, you'll discover the concepts, tools, and techniques needed to work confidently with Rust and CUDA.Have you struggled to understand parallel programming models Wondered how GPU architectures differ from traditional CPUs Asked yourself how professional developers optimize memory transfers, manage thousands of concurrent threads, and unlock maximum hardware performance You'll find clear explanations, practical guidance, and real-world insights designed to help you bridge the gap between understanding and implementation.As you progress through the book, you'll explore the foundations of GPU computing, learn how Rust enhances reliability and safety in high-performance environments, understand CUDA programming principles, master memory optimization strategies, and develop the skills required to build scalable, efficient, and responsive applications.You'll also gain valuable knowledge about performance tuning, concurrency management, GPU acceleration techniques, AI-oriented workloads, and modern development practices used in today's demanding computing environments.The future of computing is increasingly parallel, accelerated, and performance-driven. Are your skills ready for that future Whether your goal is to accelerate machine learning workflows, process large datasets, build high-performance software, or simply become a more capable developer, this book provides the knowledge and practical understanding needed to move forward with confidence.Don't just learn about GPU programming-master the skills that power the next generation of intelligent and high-performance applications.Get your copy today and start building faster, smarter, and more powerful software with Rust and CUDA 13.
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Taschenbuch. Zustand: Neu. Advanced optimization techniques for MT simulation on GPUs | Using massively parallel devices for scientific computing | Eyad Hailat | Taschenbuch | 132 S. | Englisch | 2014 | LAP LAMBERT Academic Publishing | EAN 9783659554636 | Verantwortliche Person für die EU: preigu GmbH & Co. KG, Lengericher Land…str. 19, 49078 Osnabrück, mail[at]preigu[dot]de | Anbieter: preigu.
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Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - Massively parallel processing is currently the most promising answer to the quest for increased computer performance. This has resulted in the development of new programming languages and programming environments and has stimulated the design and pro…duction of massively parallel supercomputers. The efficiency of concurrent computation and input/output essentially depends on the proper utilization of specific architectural features of the underlying hardware. This book focuses on development of runtime systems supporting execution of parallel code and on supercompilers automatically parallelizing code written in a sequential language. Fortran has been chosen for the presentation of the material because of its dominant role in high-performance programming for scientific and engineering applications.
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Sprache: Englisch
Verlag: Springer, 2008
Serie: Buch 13 von 176 - Springer Optimization and Its Applications
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Sprache: Englisch
Verlag: Wiley-Interscience, 2006
Serie: Buch 3 von 32 - Wiley Series on Parallel and Distributed Computing
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Parallel Scientific Computing and Optimization: Advances and Applications
Ciegis, Raimondas (Editor) / Henty, David (Editor) / Kågström, Bo (Editor) / ilinskas, Julius (Editor)
Sprache: Englisch
Verlag: Springer New York, 2008
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Weitere BilderSprache: Englisch
Verlag: Springer, 2010
Serie: Buch 13 von 176 - Springer Optimization and Its Applications
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Taschenbuch. Zustand: Neu. Parallel Scientific Computing and Optimization | Advances and Applications | Raimondas Ciegis (u. a.) | Taschenbuch | Springer Optimization and Its Applications | xxiv | Englisch | 2010 | Springer | EAN 9781441918840 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 He…idelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu.
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Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - This special volume contains the Proceedings of a Workshop on 'Parallel Algorithms and Transputers for Optimization' which was held at the University of Siegen, on November 9, 1990. The purpose of the Workshop was to bring together those doing resear…ch on 2.lgorithms for parallel and distributed optimization and those representatives from industry and business who have an increasing demand for computing power and who may be the potential users of nonsequential approaches. In contrast to many other conferences, especially North-American, on parallel processing and supercomputers the main focus of the contributions and discussion was 'problem oriented'. This view reflects the following philosophy: How can the existing computing infrastructure (PC's, workstations, local area networks) of an institution or a company be used for parallel and/or distributed problem solution in optimization. This volume of the LECfURE NOTES ON ECONOMICS AND MA THEMA TICAL SYSTEMS contains most of the papers presented at the workshop, plus some additional invited papers covering other important topics related to this workshop. The papers appear here grouped according to four general areas. (1) Solution of optimization problems using massive parallel systems (data parallelism). The authors of these papers are: Lootsma; Gehne. (II) Solution of optimization problems using coarse-grained parallel approaches on multiprocessor systems (control parallelism). The authors of these papers are: Bierwirth, Mattfeld, and Stoppler; Schwartz; Boden, Gehne, and Grauer; and Taudes and Netousek.
Sprache: Englisch
Verlag: Springer, Springer, 2010
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Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - Parallel Scientific Computing and Optimization introduces new developments in the construction, analysis, and implementation of parallel computing algorithms. This book presents 23 self-contained chapters,including surveys,written by distinguished re…searchers in the field of parallel computing. Each chapter is devoted to some aspects of the subject: parallel algorithms for matrix computations, parallel optimization, management of parallel programming models and data, with the largest focus on parallel scientific computing in industrial applications.Key features include:\* construction and analysis of parallel algorithms for linear algebra and optimization problems;\* different aspects of parallel architectures, including distributed memory computers with multicore processors;\* a wide range of industrial applications: parallel simulation of flows through oil filters as well as in porous and gas media, jet aerodynamics, heat conduction in electrical cables, nonlinear optics processes in tapered lasers, and molecular and cell dynamics.This volume is intended for scientists and graduate students specializing in computer science and applied mathematics who are engaged in parallel scientific computing.
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Buch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - Parallel Scientific Computing and Optimization introduces new developments in the construction, analysis, and implementation of parallel computing algorithms. This book presents 23 self-contained chapters,including surveys,written by distinguished researche…rs in the field of parallel computing. Each chapter is devoted to some aspects of the subject: parallel algorithms for matrix computations, parallel optimization, management of parallel programming models and data, with the largest focus on parallel scientific computing in industrial applications.Key features include:\* construction and analysis of parallel algorithms for linear algebra and optimization problems;\* different aspects of parallel architectures, including distributed memory computers with multicore processors;\* a wide range of industrial applications: parallel simulation of flows through oil filters as well as in porous and gas media, jet aerodynamics, heat conduction in electrical cables, nonlinear optics processes in tapered lasers, and molecular and cell dynamics.This volume is intended for scientists and graduate students specializing in computer science and applied mathematics who are engaged in parallel scientific computing.
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Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book constitutes the refereed proceedings of the Third International Workshop on Applied Parallel Computing, PARA'96, held in Lyngby, Denmark, in August 1996.The volume presents revised full versions of 45 carefully selected contributed papers t…ogether with 31 invited presentations. The papers address all current aspects of applied parallel computing relevant for industrial computations. The invited papers review the most important numerical algorithms and scientific applications on several types of parallel machines.
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Zustand: Gut. Zustand: Gut | Sprache: Englisch | Produktart: Bücher | This special volume contains the Proceedings of a Workshop on "Parallel Algorithms and Transputers for Optimization" which was held at the University of Siegen, on November 9, 1990. The purpose of the Workshop was to bring together those doing research on 2.lg…orithms for parallel and distributed optimization and those representatives from industry and business who have an increasing demand for computing power and who may be the potential users of nonsequential approaches. In contrast to many other conferences, especially North-American, on parallel processing and supercomputers the main focus of the contributions and discussion was "problem oriented". This view reflects the following philosophy: How can the existing computing infrastructure (PC's, workstations, local area networks) of an institution or a company be used for parallel and/or distributed problem solution in optimization. This volume of the LECfURE NOTES ON ECONOMICS AND MA THEMA TICAL SYSTEMS contains most of the papers presented at the workshop, plus some additional invited papers covering other important topics related to this workshop. The papers appear here grouped according to four general areas. (1) Solution of optimization problems using massive parallel systems (data parallelism). The authors of these papers are: Lootsma; Gehne. (II) Solution of optimization problems using coarse-grained parallel approaches on multiprocessor systems (control parallelism). The authors of these papers are: Bierwirth, Mattfeld, and Stoppler; Schwartz; Boden, Gehne, and Grauer; and Taudes and Netousek.
Sprache: Englisch
Verlag: Springer New York, 2008
Serie: Buch 13 von 176 - Springer Optimization and Its Applications
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Zustand: Sehr gut. Zustand: Sehr gut | Seiten: 274 | Sprache: Englisch | Produktart: Bücher | Keine Beschreibung verfügbar.
Sprache: Englisch
Verlag: Wiley-Interscience, 2006
Serie: Buch 3 von 32 - Wiley Series on Parallel and Distributed Computing
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Advances in Randomized Parallel Computing (Combinatorial Optimization)
Rajasekaran, Sanguthevar (Editor) / Pardalos, Panos M. (Editor)
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