Parallel Computer Architectures
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Parallel Computer Architecture
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Author : David Culler
language : en
Publisher: Gulf Professional Publishing
Release Date : 1999
Parallel Computer Architecture written by David Culler and has been published by Gulf Professional Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with Computers categories.
This book outlines a set of issues that are critical to all of parallel architecture--communication latency, communication bandwidth, and coordination of cooperative work (across modern designs). It describes the set of techniques available in hardware and in software to address each issues and explore how the various techniques interact.
Parallel Computer Organization And Design
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Author : Michel Dubois
language : en
Publisher: Cambridge University Press
Release Date : 2012-08-30
Parallel Computer Organization And Design written by Michel Dubois and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-08-30 with Computers categories.
Teaching fundamental design concepts and the challenges of emerging technology, this textbook prepares students for a career designing the computer systems of the future. In-depth coverage of complexity, power, reliability and performance, coupled with treatment of parallelism at all levels, including ILP and TLP, provides the state-of-the-art training that students need. The whole gamut of parallel architecture design options is explained, from core microarchitecture to chip multiprocessors to large-scale multiprocessor systems. All the chapters are self-contained, yet concise enough that the material can be taught in a single semester, making it perfect for use in senior undergraduate and graduate computer architecture courses. The book is also teeming with practical examples to aid the learning process, showing concrete applications of definitions. With simple models and codes used throughout, all material is made open to a broad range of computer engineering/science students with only a basic knowledge of hardware and software.
Advanced Computer Architecture And Parallel Processing
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Author : Hesham El-Rewini
language : en
Publisher: John Wiley & Sons
Release Date : 2005-04-08
Advanced Computer Architecture And Parallel Processing written by Hesham El-Rewini and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-04-08 with Computers categories.
Computer architecture deals with the physical configuration, logical structure, formats, protocols, and operational sequences for processing data, controlling the configuration, and controlling the operations over a computer. It also encompasses word lengths, instruction codes, and the interrelationships among the main parts of a computer or group of computers. This two-volume set offers a comprehensive coverage of the field of computer organization and architecture.
Parallel Computing Architectures And Apis
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Author : Vivek Kale
language : en
Publisher: CRC Press
Release Date : 2019-12-06
Parallel Computing Architectures And Apis written by Vivek Kale and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-12-06 with Computers categories.
Parallel Computing Architectures and APIs: IoT Big Data Stream Processing commences from the point high-performance uniprocessors were becoming increasingly complex, expensive, and power-hungry. A basic trade-off exists between the use of one or a small number of such complex processors, at one extreme, and a moderate to very large number of simpler processors, at the other. When combined with a high-bandwidth, interprocessor communication facility leads to significant simplification of the design process. However, two major roadblocks prevent the widespread adoption of such moderately to massively parallel architectures: the interprocessor communication bottleneck, and the difficulty and high cost of algorithm/software development. One of the most important reasons for studying parallel computing architectures is to learn how to extract the best performance from parallel systems. Specifically, you must understand its architectures so that you will be able to exploit those architectures during programming via the standardized APIs. This book would be useful for analysts, designers and developers of high-throughput computing systems essential for big data stream processing emanating from IoT-driven cyber-physical systems (CPS). This pragmatic book: Devolves uniprocessors in terms of a ladder of abstractions to ascertain (say) performance characteristics at a particular level of abstraction Explains limitations of uniprocessor high performance because of Moore’s Law Introduces basics of processors, networks and distributed systems Explains characteristics of parallel systems, parallel computing models and parallel algorithms Explains the three primary categorical representatives of parallel computing architectures, namely, shared memory, message passing and stream processing Introduces the three primary categorical representatives of parallel programming APIs, namely, OpenMP, MPI and CUDA Provides an overview of Internet of Things (IoT), wireless sensor networks (WSN), sensor data processing, Big Data and stream processing Provides introduction to 5G communications, Edge and Fog computing Parallel Computing Architectures and APIs: IoT Big Data Stream Processing discusses stream processing that enables the gathering, processing and analysis of high-volume, heterogeneous, continuous Internet of Things (IoT) big data streams, to extract insights and actionable results in real time. Application domains requiring data stream management include military, homeland security, sensor networks, financial applications, network management, web site performance tracking, real-time credit card fraud detection, etc.
Experimental Parallel Computing Architectures
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Author : J. J. Dongarra
language : en
Publisher: North Holland
Release Date : 1987
Experimental Parallel Computing Architectures written by J. J. Dongarra and has been published by North Holland this book supported file pdf, txt, epub, kindle and other format this book has been release on 1987 with Computers categories.
Computer Systems Organization -- Parallel architecture.
Computer Architecture And Parallel Processing
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Author : Kai Hwang
language : en
Publisher:
Release Date : 1985
Computer Architecture And Parallel Processing written by Kai Hwang and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1985 with Computer architecture categories.
Introduction To Parallel Processing
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Author : Behrooz Parhami
language : en
Publisher: Springer Science & Business Media
Release Date : 2006-04-11
Introduction To Parallel Processing written by Behrooz Parhami and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-04-11 with Computers categories.
THE CONTEXT OF PARALLEL PROCESSING The field of digital computer architecture has grown explosively in the past two decades. Through a steady stream of experimental research, tool-building efforts, and theoretical studies, the design of an instruction-set architecture, once considered an art, has been transformed into one of the most quantitative branches of computer technology. At the same time, better understanding of various forms of concurrency, from standard pipelining to massive parallelism, and invention of architectural structures to support a reasonably efficient and user-friendly programming model for such systems, has allowed hardware performance to continue its exponential growth. This trend is expected to continue in the near future. This explosive growth, linked with the expectation that performance will continue its exponential rise with each new generation of hardware and that (in stark contrast to software) computer hardware will function correctly as soon as it comes off the assembly line, has its down side. It has led to unprecedented hardware complexity and almost intolerable dev- opment costs. The challenge facing current and future computer designers is to institute simplicity where we now have complexity; to use fundamental theories being developed in this area to gain performance and ease-of-use benefits from simpler circuits; to understand the interplay between technological capabilities and limitations, on the one hand, and design decisions based on user and application requirements on the other.
Bioinformatics
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Author : Bertil Schmidt
language : en
Publisher: CRC Press
Release Date : 2010-07-15
Bioinformatics written by Bertil Schmidt and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-07-15 with Computers categories.
New sequencing technologies have broken many experimental barriers to genome scale sequencing, leading to the extraction of huge quantities of sequence data. This expansion of biological databases established the need for new ways to harness and apply the astounding amount of available genomic information and convert it into substantive biological
Parallel Computing
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Author : Moreshwar R. Bhujade
language : en
Publisher: New Age International
Release Date : 1995
Parallel Computing written by Moreshwar R. Bhujade and has been published by New Age International this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995 with Parallel processing (Electronic computers) categories.
Parallel Computing Deals With The Topics Of Current Interests In Parallel Processing Architectures (Synchronous Parallel Architectures). The Synchronous Model Of Parallel Processing Is Based On Two Orthogonal Fundamental Ideas, Viz.,1. Temporal Parallelism (Pipeline Processing), And2. Spatial Parallelism (Simd Parallel Processing).This Book Is Devoted To An Indepth Treatment Of Both Of The Above Ideas. The Primary Goal Here Is To Provide A Deeper Understanding Of The Ideas And Principles Involved And Not The Description Of Machines Which Could Be Found Elsewhere. The Material Presented In This Book Has Evolved Through The Advanced Courses Taught By The Author In Architecture And Parallel Processing. A One Semester Advanced Course Can Be Planned Employing The Material From This Book, Supplemented By The Papers Of Current Interests From Current Technical Literature.
Parallel Computer Architectures
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Author : Arndt Bode
language : en
Publisher: Springer
Release Date : 2013-12-11
Parallel Computer Architectures written by Arndt Bode and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-12-11 with Computers categories.
Parallel computer architectures are now going to real applications! This fact is demonstrated by the large number of application areas covered in this book (see section on applications of parallel computer architectures). The applications range from image analysis to quantum mechanics and data bases. Still, the use of parallel architectures poses serious problems and requires the development of new techniques and tools. This book is a collection of best papers presented at the first workshop on two major research activities at the Universitiit Erlangen-Niirnberg and Technis che Universitiit Miinchen. At both universities, more than 100 researchers are working in the field of multiprocessor systems and network configurations and methods and tools for parallel systems. Indeed, the German Science Founda tion (Deutsche Forschungsgemeinschaft) has been sponsoring the projects under grant numbers SFB 182 and SFB 342. Research grants in the form of a Sonder forschungsbereich are given to selected German Universities in portions of three years following a thoroughful reviewing process. The overall duration of such a research grant is restricted to 12 years. The initiative at Erlangen-Niirnberg was started in 1987 and has been headed since this time by Prof. Dr. H. Wedekind. Work at TU-Miinchen began in 1990, head of this initiative is Prof. Dr. A. Bode. The authors of this book are grateful to the Deutsche Forschungsgemeinschaft for its continuing support in the field of research on parallel processing. The first section of the book is devoted to hardware aspects of parallel systems.