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7 册 图书

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检索条件"丛书名=Advances in Parallel Computing Ser."

共 7 条记录，以下是1-10 订阅

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parallel computing Is Everywhere 1

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丛书名： advances in parallel computing ser.

2018年

作者： S. Bassini M. Danelutto P. Dazzi

ISBN: (数字)9781614998433

ISBN: (纸本)9781614998426

The most powerful computers work by harnessing the combined computational power of millions of processors, and exploiting the full potential of such large-scale systems is something which becomes more difficult with each succeeding generation of parallel computers. Alternative architectures and computer paradigms are increasingly being investigated in an attempt to address these difficulties. Added to this, the pervasive presence of heterogeneous and parallel devices in consumer products such as mobile phones, tablets, personal computers and ser.ers also demands efficient programming environments and applications aimed at small-scale parallel systems as opposed to large-scale *** book presents a selection of papers presented at the conference: parallel computing (ParCo2017), held in Bologna, Italy, on 12 to 15 September 2017. The conference included contributions about alternative approaches to achieving High Performance computing (HPC) to potentially surpass exa- and zetascale performances, as well as papers on the application of quantum computers and FPGA processors. These developments are aimed at making available systems better capable of solving intensive computational scientific/engineering problems such as climate models, security applications and classic NP-problems, some of which cannot currently be managed by even the most powerful supercomputers available. New areas of application, such as robotics, AI and learning systems, data science, the Internet of Things (IoT), and in-car systems and autonomous vehicles were also *** always, ParCo2017 attracted a large number of notable contributions covering present and future developments in parallel computing, and the book will be of interest to all those working in the field.

关键词： parallel processing (Electronic computers)

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Co-Scheduling of HPC Applications 1

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丛书名： advances in parallel computing ser.

2017年

作者： C. Trinitis and J. Weidendorfer

ISBN: (数字)9781614997306

ISBN: (纸本)9781614997290

High-performance computing (HPC) has become an essential tool in the modern world. However, systems frequently run well below theoretical peak performance, with only 5% being reached in many cases. In addition, costly components often remain idle when not required for specific programs, as parts of the HPC systems are reser.ed and used exclusively for applications.A project was started in 2013, funded by the German Ministry of Education and Research (BMBF), to find ways of improving system utilization by compromising on dedicated reser.ations for HPC codes and applying co-scheduling of applications instead. The need was recognized for international discussion to find the best solutions to this HPC utilization issue, and a workshop on co-scheduling in HPC, open to international participants - the COSH workshop - was held for the first time at the European HiPEAC conference, in Prague, Czech Republic, in January *** book presents extended versions of papers submitted to the workshop, reviewed for the second time to ensure scientific quality. It also includes an introduction to the main challenges of co-scheduling and a foreword by Arndt Bode, head of LRZ, one of Europe's leading computer centers, as well as a chapter corresponding to the invited keynote speech by Intel, whose recent extensions to their processors allow for better control of co-scheduling.

关键词： Computer scheduling. High performance computing

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parallel computing: on the Road to Exascale 1

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丛书名： advances in parallel computing ser.

2016年

作者： G. R. Joubert H. Leather M. Parsons

ISBN: (数字)9781614996217

ISBN: (纸本)9781614996200

As predicted by Gordon E. Moore in 1965, the performance of computer processors increased at an exponential rate. Nevertheless, the increases in computing speeds of single processor machines were eventually curtailed by physical constraints. This led to the development of parallel computing, and whilst progress has been made in this field, the complexities of parallel algorithm design, the deficiencies of the available software development tools and the complexity of scheduling tasks over thousands and even millions of processing nodes represent a major challenge to the construction and use of more powerful parallel *** book presents the proceedings of the biennial International Conference on parallel computing (ParCo2015), held in Edinburgh, Scotland, in September 2015. Topics covered include computer architecture and performance, programming models and methods, as well as applications. The book also includes two invited talks and a number of *** computing holds enormous promise in terms of increasing scientific knowledge acquisition and thus contributing to the future well-being and prosperity of mankind. A number of innovative approaches to the development and use of future high-performance and high-throughput systems are to be found in this book, which will be of interest to all those whose work involves the handling and processing of large amounts of data.

关键词： parallel programming (Computer science)--Congresses parallel processing (Electronic computers)--Congresses

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Big Data and High Performance computing 1

引用

丛书名： advances in parallel computing ser.

2015年

作者： L. Grandinetti G. R. Joubert M. Kunze

ISBN: (数字)9781614995838

ISBN: (纸本)9781614995821

Big Data has been much in the news in recent years, and the advantages conferred by the collection and analysis of large datasets in fields such as marketing, medicine and finance have led to claims that almost any real world problem could be solved if sufficient data were available. This is of course a very simplistic view, and the usefulness of collecting, processing and storing large datasets must always be seen in terms of the communication, processing and storage capabilities of the computing platforms *** book presents papers from the International Research Workshop, Advanced High Performance computing Systems, held in Cetraro, Italy, in July 2014. The papers selected for publication here discuss fundamental aspects of the definition of Big Data, as well as considerations from practice where complex datasets are collected, processed and stored. The concepts, problems, methodologies and solutions presented are of much more general applicability than may be suggested by the particular application areas considered. As a result the book will be of interest to all those whose work involves the processing of very large data sets, exascale computing and the emerging fields of data science

关键词： Big data High performance computing

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Using OpenCL : Programming Massively parallel Computers 1

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丛书名： advances in parallel computing ser.

2012年

作者： J. Kowalik T. Puźniakowski

ISBN: (数字)9781614990307

ISBN: (纸本)9781614990291

In 2011 many computer user. were exploring the opportunities and the benefits of the massive parallelism offered by heterogeneous computing. In 2000 the Khronos Group, a not-for-profit industry consortium, was founded to create standard open APIs for parallel computing, graphics and dynamic media. Among them has been OpenCL, an open system for programming heterogeneous computers with components made by multiple manufacturers. This publication explains how heterogeneous computers work and how to program them using OpenCL. It also describes how to combine OpenCL with OpenGL for displaying graphical effects in real time. Chapter 1 describes briefly two older de facto standard and highly successful parallel programming systems: MPI and OpenMP. Collectively, the MPI, OpenMP, and OpenCL systems cover programming of all major parallel architectures: clusters, shared-memory computers, and the newest heterogeneous computers. Chapter 2, the technical core of the book, deals with OpenCL fundamentals: programming, hardware, and the interaction between them. Chapter 3 adds important information about such advanced issues as double-versus-single arithmetic precision, efficiency, memory use, and debugging. Chapters 2 and 3 contain several examples of code and one case study on genetic algorithms. These examples are related to linear algebra operations, which are very common in scientific, industrial, and business applications. Most of the book's examples can be found on the enclosed CD, which also contains basic projects for Visual Studio, MinGW, and GCC. This supplementary material will assist the reader in getting a quick start on OpenCL projects.

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High Performance computing: from Grids and Clouds to Exascale 1

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丛书名： advances in parallel computing ser.

2011年

作者： I. T. Foster W. Gentzsch L. Grandinetti

ISBN: (数字)9781607508038

ISBN: (纸本)9781607508021

In the last decade, parallel computing technologies have transformed high-performance computing. Two trends have emerged: massively parallel computing leading to exascale on the one hand and moderately parallel applications, which have opened up high-performance computing for the masses, on the other. The availability of commodity hardware components, a wide spectrum of parallel applications in research and industry and user.friendly management and development tools have enabled access to parallel and high-performance computing for a wide spectrum of end user. from research and academia to mid-market industries. This book presents the proceedings of the biennial High Performance computing workshop held in Cetraro, Italy, in June 2010. It is divided into four sections: state-of-the-art and future scenarios, grids and clouds, technologies and systems, and lastly, applications. The conference addressed the problems associated with the efficient and effective use of large systems. The papers included cover a wide range of topics from algorithms and architectures through grid and cloud technologies to applications and infrastructures for e-science.

关键词： High performance computing

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High Performance computing and Grids in Action 1

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丛书名： advances in parallel computing ser.

2008年

作者： L. Grandinetti

ISBN: (数字)9781607503132

ISBN: (纸本)9781586038397

Advancement of science and technology and its impact on real life applications is more and more strictly related to the progress and availability of high performance parallel computer systems and grids, the novel networked infrastructures aimed to organize and optimize the use of a huge amount of distributed data processing and computing resources. This book collects in four chapters single monographs related to the fundamental advances in parallel computer systems and their future developments from different points of view (from computer scientists, computer manufacturers, end user.) and related to the establishment and evolution of grids fundamentals, implementation and deployment. The aim is to cover different points of view in the field by actors playing different roles, to orchestrate and correlate their interconnection and coherence, and - above all - to show behaviors, impacts, performances of architectures, systems, ser.ices and organizations in action. Accordingly, the expected audience would be broad, mainly made up by computer scientists, Ph.D. students, post-doc researchers, specialists of computing and data centers, computer engineers and architects, project leaders, information system planners and professional technologists.

关键词： High performance computing Computational grids (Computer systems)

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