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Parallel Computing

Parallel Computing
Author: Christian Bischof
Publisher: IOS Press
Total Pages: 824
Release: 2008
Genre: Computers
ISBN: 158603796X

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ParCo2007 marks a quarter of a century of the international conferences on parallel computing that started in Berlin in 1983. The aim of the conference is to give an overview of the developments, applications and future trends in high-performance computing for various platforms.


Advances in Computers

Advances in Computers
Author: Marvin Zelkowitz
Publisher: Academic Press
Total Pages: 369
Release: 2009-06-12
Genre: Computers
ISBN: 0080880304

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This is volume 72 of Advances in Computers, a series that began back in 1960 and is the oldest continuing series chronicling the ever-changing landscape of information technology. Each year three volumes are produced, which present approximately 20 chapters that describe the latest technology in the use of computers today. In this volume 72, we present the current status in the development of a new generation of high-performance computers. The computer today has become ubiquitous with millions of machines being sold (and discarded) annually. Powerful machines are produced for only a few hundred U.S. dollars, and one of the problems faced by vendors of these machines is that, due to the continuing adherence to Moore’s law, where the speed of such machines doubles about every 18 months, we typically have more than enough computer power for our needs for word processing, surfing the web, or playing video games. However, the same cannot be said for applications that require large powerful machines. Applications such as weather and climate prediction, fluid flow for designing new airplanes or automobiles, or nuclear plasma flow require as much computer power as we can provide, and even that is not enough. Today’s machines operate at the teraflop level (trillions of floating point operations per second) and this book describes research into the petaflop region (1,015 FLOPS). The six chapters provide an overview of current activities that will provide for the introduction of these machines in the years 2011 through 2015.


Performance Analysis and Tuning for General Purpose Graphics Processing Units (GPGPU)

Performance Analysis and Tuning for General Purpose Graphics Processing Units (GPGPU)
Author: Hyesoon Kim
Publisher: Morgan & Claypool Publishers
Total Pages: 99
Release: 2012
Genre: Computers
ISBN: 1608459543

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General-purpose graphics processing units (GPGPU) have emerged as an important class of shared memory parallel processing architectures, with widespread deployment in every computer class from high-end supercomputers to embedded mobile platforms. Relative to more traditional multicore systems of today, GPGPUs have distinctly higher degrees of hardware multithreading (hundreds of hardware thread contexts vs. tens), a return to wide vector units (several tens vs. 1-10), memory architectures that deliver higher peak memory bandwidth (hundreds of gigabytes per second vs. tens), and smaller caches/scratchpad memories (less than 1 megabyte vs. 1-10 megabytes). In this book, we provide a high-level overview of current GPGPU architectures and programming models. We review the principles that are used in previous shared memory parallel platforms, focusing on recent results in both the theory and practice of parallel algorithms, and suggest a connection to GPGPU platforms. We aim to provide hints to architects about understanding algorithm aspect to GPGPU. We also provide detailed performance analysis and guide optimizations from high-level algorithms to low-level instruction level optimizations. As a case study, we use n-body particle simulations known as the fast multipole method (FMM) as an example. We also briefly survey the state-of-the-art in GPU performance analysis tools and techniques.


Distributed Computing

Distributed Computing
Author: Nancy A. Lynch
Publisher: Springer Science & Business Media
Total Pages: 547
Release: 2010-09
Genre: Computers
ISBN: 3642157629

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This book constitutes the refereed proceedings of the 24th International Symposium on Distributed Computing, DISC 2010, held in Cambridge, CT, USA, in September 2010. The 32 revised full papers, selected from 135 submissions, are presented together with 14 brief announcements of ongoing works; all of them were carefully reviewed and selected for inclusion in the book. The papers address all aspects of distributed computing, and were organized in topical sections on, transactions, shared memory services and concurrency, wireless networks, best student paper, consensus and leader election, mobile agents, computing in wireless and mobile networks, modeling issues and adversity, and self-stabilizing and graph algorithms.


Author:
Publisher: IOS Press
Total Pages: 4947
Release:
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ISBN:

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Transactional Memory

Transactional Memory
Author: Tim Harris
Publisher: Morgan & Claypool Publishers
Total Pages: 247
Release: 2010
Genre: Computers
ISBN: 1608452352

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The advent of multicore processors has renewed interest in the idea of incorporating transactions into the programming model used to write parallel programs. This approach, known as transactional memory, offers an alternative, and hopefully better, way to coordinate concurrent threads. The ACI (atomicity, consistency, isolation) properties of transactions provide a foundation to ensure that con-current reads and writes of shared data do not produce inconsistent or incorrect results. At a higher level, a computation wrapped in a transaction executes atomically---either it completes successfully and commits its result in its entirety or it aborts. In addition, isolation ensures the transaction produces the same result as if no other transactions were executing concurrently. Although transactions are not a parallel programming panacea, they shift much of the burden of synchronizing and co-ordinating parallel computations from a programmer to a compiler, to a language runtime system, or to hardware. The challenge for the system implementers is to build an efficient transactional memory infrastructure. This book presents an overview of the state of the art in the design and implementation of transactional memory systems, as of early spring 2010.


Algorithmic Aspects in Information and Management

Algorithmic Aspects in Information and Management
Author: Ming-Yang Kao
Publisher: Springer
Total Pages: 439
Release: 2007-06-26
Genre: Computers
ISBN: 3540728708

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This book constitutes the refereed proceedings of the Third International Conference on Algorithmic Aspects in Information and Management, AAIM 2007, held in Portland, OR, USA in June 2007. It covers graph algorithms, combinatorics, scheduling, graph theory, network algorithms, game theory, option theory, computational geometry, graph theory and combinatorics, as well as networks and data.


Graphs and Algorithms in Communication Networks

Graphs and Algorithms in Communication Networks
Author: Arie Koster
Publisher: Springer Science & Business Media
Total Pages: 442
Release: 2009-12-01
Genre: Computers
ISBN: 3642022502

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Algorithmic discrete mathematics plays a key role in the development of information and communication technologies, and methods that arise in computer science, mathematics and operations research – in particular in algorithms, computational complexity, distributed computing and optimization – are vital to modern services such as mobile telephony, online banking and VoIP. This book examines communication networking from a mathematical viewpoint. The contributing authors took part in the European COST action 293 – a four-year program of multidisciplinary research on this subject. In this book they offer introductory overviews and state-of-the-art assessments of current and future research in the fields of broadband, optical, wireless and ad hoc networks. Particular topics of interest are design, optimization, robustness and energy consumption. The book will be of interest to graduate students, researchers and practitioners in the areas of networking, theoretical computer science, operations research, distributed computing and mathematics.


Computing and Combinatorics

Computing and Combinatorics
Author: Guohui Lin
Publisher: Springer Science & Business Media
Total Pages: 580
Release: 2007-06-29
Genre: Computers
ISBN: 3540735445

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The refereed proceedings of the 13th Annual International Computing and Combinatorics Conference, COCOON 2007, held in Banff, Canada in July 2007. The 51 revised full papers presented together with abstracts of 3 invited talks were carefully reviewed and selected from 154 submissions. The papers feature original research works in the areas of algorithms, theory of computation, computational complexity, and combinatorics related to computing.


Geometry - Intuitive, Discrete, and Convex

Geometry - Intuitive, Discrete, and Convex
Author: Imre Bárány
Publisher: Springer
Total Pages: 384
Release: 2015-04-09
Genre: Mathematics
ISBN: 3642414982

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The present volume is a collection of a dozen survey articles, dedicated to the memory of the famous Hungarian geometer, László Fejes Tóth, on the 99th anniversary of his birth. Each article reviews recent progress in an important field in intuitive, discrete, and convex geometry. The mathematical work and perspectives of all editors and most contributors of this volume were deeply influenced by László Fejes Tóth.