Computer Architecture For Scientists

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Computer Architecture for Scientists

Author : Andrew A. Chien
Publisher : Cambridge University Press
Page : 265 pages
File Size : 55,7 Mb
Release : 2022-03-10
Category : Computers
ISBN : 9781316518533

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Computer Architecture for Scientists by Andrew A. Chien Pdf

A principled, high-level view of computer performance and how to exploit it. Ideal for software architects and data scientists.

Scientific Programming and Computer Architecture

Author : Divakar Viswanath
Publisher : MIT Press
Page : 625 pages
File Size : 46,6 Mb
Release : 2017-07-28
Category : Computers
ISBN : 9780262036290

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Scientific Programming and Computer Architecture by Divakar Viswanath Pdf

A variety of programming models relevant to scientists explained, with an emphasis on how programming constructs map to parts of the computer. What makes computer programs fast or slow? To answer this question, we have to get behind the abstractions of programming languages and look at how a computer really works. This book examines and explains a variety of scientific programming models (programming models relevant to scientists) with an emphasis on how programming constructs map to different parts of the computer's architecture. Two themes emerge: program speed and program modularity. Throughout this book, the premise is to "get under the hood," and the discussion is tied to specific programs. The book digs into linkers, compilers, operating systems, and computer architecture to understand how the different parts of the computer interact with programs. It begins with a review of C/C++ and explanations of how libraries, linkers, and Makefiles work. Programming models covered include Pthreads, OpenMP, MPI, TCP/IP, and CUDA.The emphasis on how computers work leads the reader into computer architecture and occasionally into the operating system kernel. The operating system studied is Linux, the preferred platform for scientific computing. Linux is also open source, which allows users to peer into its inner workings. A brief appendix provides a useful table of machines used to time programs. The book's website (https://github.com/divakarvi/bk-spca) has all the programs described in the book as well as a link to the html text.

Scientific Programming and Computer Architecture

Author : Divakar Viswanath
Publisher : Unknown
Page : 0 pages
File Size : 55,7 Mb
Release : 2017
Category : C (Computer program language)
ISBN : LCCN:2020719707

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Scientific Programming and Computer Architecture by Divakar Viswanath Pdf

What makes computer programs fast or slow? To answer this question, we have to get behind the abstractions of programming languages and look at how a computer really works. This book examines and explains a variety of scientific programming models (programming models relevant to scientists) with an emphasis on how programming constructs map to different parts of the computer's architecture. Two themes emerge: program speed and program modularity. Throughout this book, the premise is to "get under the hood," and the discussion is tied to specific programs. The book digs into linkers, compilers, operating systems, and computer architecture to understand how the different parts of the computer interact with programs. It begins with a review of C/C++ and explanations of how libraries, linkers, and Makefiles work. Programming models covered include Pthreads, OpenMP, MPI, TCP/IP, and CUDA. The emphasis on how computers work leads the reader into computer architecture and occasionally into the operating system kernel. The operating system studied is Linux, the preferred platform for scientific computing. Linux is also open source, which allows users to peer into its inner workings. A brief appendix provides a useful table of machines used to time programs. -- Provided by publisher

Computer Organization and Design RISC-V Edition

Author : David A. Patterson,John L. Hennessy
Publisher : Morgan Kaufmann
Page : 696 pages
File Size : 46,6 Mb
Release : 2017-05-12
Category : Computers
ISBN : 9780128122761

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Computer Organization and Design RISC-V Edition by David A. Patterson,John L. Hennessy Pdf

The new RISC-V Edition of Computer Organization and Design features the RISC-V open source instruction set architecture, the first open source architecture designed to be used in modern computing environments such as cloud computing, mobile devices, and other embedded systems. With the post-PC era now upon us, Computer Organization and Design moves forward to explore this generational change with examples, exercises, and material highlighting the emergence of mobile computing and the Cloud. Updated content featuring tablet computers, Cloud infrastructure, and the x86 (cloud computing) and ARM (mobile computing devices) architectures is included. An online companion Web site provides advanced content for further study, appendices, glossary, references, and recommended reading. Features RISC-V, the first such architecture designed to be used in modern computing environments, such as cloud computing, mobile devices, and other embedded systems Includes relevant examples, exercises, and material highlighting the emergence of mobile computing and the cloud

Computer Architecture

Author : John L. Hennessy,David A. Patterson
Publisher : Elsevier
Page : 857 pages
File Size : 50,8 Mb
Release : 2011-10-07
Category : Computers
ISBN : 9780123838735

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Computer Architecture by John L. Hennessy,David A. Patterson Pdf

Computer Architecture: A Quantitative Approach, Fifth Edition, explores the ways that software and technology in the cloud are accessed by digital media, such as cell phones, computers, tablets, and other mobile devices. The book, which became a part of Intel's 2012 recommended reading list for developers, covers the revolution of mobile computing. It also highlights the two most important factors in architecture today: parallelism and memory hierarchy. This fully updated edition is comprised of six chapters that follow a consistent framework: explanation of the ideas in each chapter; a crosscutting issues section, which presents how the concepts covered in one chapter connect with those given in other chapters; a putting it all together section that links these concepts by discussing how they are applied in real machine; and detailed examples of misunderstandings and architectural traps commonly encountered by developers and architects. Formulas for energy, static and dynamic power, integrated circuit costs, reliability, and availability are included. The book also covers virtual machines, SRAM and DRAM technologies, and new material on Flash memory. Other topics include the exploitation of instruction-level parallelism in high-performance processors, superscalar execution, dynamic scheduling and multithreading, vector architectures, multicore processors, and warehouse-scale computers (WSCs). There are updated case studies and completely new exercises. Additional reference appendices are available online. This book will be a valuable reference for computer architects, programmers, application developers, compiler and system software developers, computer system designers and application developers. Part of Intel's 2012 Recommended Reading List for Developers Updated to cover the mobile computing revolution Emphasizes the two most important topics in architecture today: memory hierarchy and parallelism in all its forms. Develops common themes throughout each chapter: power, performance, cost, dependability, protection, programming models, and emerging trends ("What's Next") Includes three review appendices in the printed text. Additional reference appendices are available online. Includes updated Case Studies and completely new exercises.

Computer Architecture

Author : John L. Hennessy,David A. Patterson
Publisher : Academic Press
Page : 1136 pages
File Size : 50,9 Mb
Release : 2003
Category : Electronic
ISBN : 0120883708

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Computer Architecture by John L. Hennessy,David A. Patterson Pdf

Introduction to High Performance Computing for Scientists and Engineers

Author : Georg Hager,Gerhard Wellein
Publisher : CRC Press
Page : 350 pages
File Size : 45,6 Mb
Release : 2010-07-02
Category : Computers
ISBN : 9781439811931

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Introduction to High Performance Computing for Scientists and Engineers by Georg Hager,Gerhard Wellein Pdf

Written by high performance computing (HPC) experts, Introduction to High Performance Computing for Scientists and Engineers provides a solid introduction to current mainstream computer architecture, dominant parallel programming models, and useful optimization strategies for scientific HPC. From working in a scientific computing center, the author

Computer Architecture

Author : Joseph D. Dumas II
Publisher : CRC Press
Page : 462 pages
File Size : 53,8 Mb
Release : 2016-11-25
Category : Computers
ISBN : 9781498772723

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Computer Architecture by Joseph D. Dumas II Pdf

Not only does almost everyone in the civilized world use a personal computer, smartphone, and/or tablet on a daily basis to communicate with others and access information, but virtually every other modern appliance, vehicle, or other device has one or more computers embedded inside it. One cannot purchase a current-model automobile, for example, without several computers on board to do everything from monitoring exhaust emissions, to operating the anti-lock brakes, to telling the transmission when to shift, and so on. Appliances such as clothes washers and dryers, microwave ovens, refrigerators, etc. are almost all digitally controlled. Gaming consoles like Xbox, PlayStation, and Wii are powerful computer systems with enhanced capabilities for user interaction. Computers are everywhere, even when we don’t see them as such, and it is more important than ever for students who will soon enter the workforce to understand how they work. This book is completely updated and revised for a one-semester upper level undergraduate course in Computer Architecture, and suitable for use in an undergraduate CS, EE, or CE curriculum at the junior or senior level. Students should have had a course(s) covering introductory topics in digital logic and computer organization. While this is not a text for a programming course, the reader should be familiar with computer programming concepts in at least one language such as C, C++, or Java. Previous courses in operating systems, assembly language, and/or systems programming would be helpful, but are not essential.

Computer Architecture

Author : Caxton C. Foster,Thea Iberall
Publisher : Unknown
Page : 424 pages
File Size : 53,8 Mb
Release : 1985
Category : Computers
ISBN : STANFORD:36105032145638

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Computer Architecture by Caxton C. Foster,Thea Iberall Pdf

Introduction to High Performance Scientific Computing

Author : Victor Eijkhout
Publisher : Lulu.com
Page : 536 pages
File Size : 51,7 Mb
Release : 2010
Category : Algebras, Linear
ISBN : 9781257992546

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Introduction to High Performance Scientific Computing by Victor Eijkhout Pdf

This is a textbook that teaches the bridging topics between numerical analysis, parallel computing, code performance, large scale applications.

The Apollo Guidance Computer

Author : Frank O'Brien
Publisher : Springer Science & Business Media
Page : 440 pages
File Size : 44,5 Mb
Release : 2010-06-25
Category : Technology & Engineering
ISBN : 9781441908773

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The Apollo Guidance Computer by Frank O'Brien Pdf

The technological marvel that facilitated the Apollo missions to the Moon was the on-board computer. In the 1960s most computers filled an entire room, but the spacecraft’s computer was required to be compact and low power. Although people today find it difficult to accept that it was possible to control a spacecraft using such a ‘primitive’ computer, it nevertheless had capabilities that are advanced even by today’s standards. This is the first book to fully describe the Apollo guidance computer’s architecture, instruction format and programs used by the astronauts. As a comprehensive account, it will span the disciplines of computer science, electrical and aerospace engineering. However, it will also be accessible to the ‘space enthusiast’. In short, the intention is for this to be the definitive account of the Apollo guidance computer. Frank O’Brien’s interest in the Apollo program began as a serious amateur historian. About 12 years ago, he began performing research and writing essays for the Apollo Lunar Surface Journal, and the Apollo Flight Journal. Much of this work centered on his primary interests, the Apollo Guidance Computer (AGC) and the Lunar Module. These Journals are generally considered the canonical online reference on the flights to the Moon. He was then asked to assist the curatorial staff in the creation of the Cradle of Aviation Museum, on Long Island, New York, where he helped prepare the Lunar Module simulator, a LM procedure trainer and an Apollo space suit for display. He regularly lectures on the Apollo computer and related topics to diverse groups, from NASA's computer engineering conferences, the IEEE/ACM, computer festivals and university student groups.

Computer Architecture in Industrial, Biomechanical and Biomedical Engineering

Author : Lulu Wang,Liandong Yu
Publisher : BoD – Books on Demand
Page : 146 pages
File Size : 46,8 Mb
Release : 2019-12-11
Category : Computers
ISBN : 9781789843835

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Computer Architecture in Industrial, Biomechanical and Biomedical Engineering by Lulu Wang,Liandong Yu Pdf

This book aims to provide state-of-the-art information on computer architecture and simulation in industry, engineering, and clinical scenarios. Accepted submissions are high in scientific value and provide a significant contribution to computer architecture. Each submission expands upon novel and innovative research where the methods, analysis, and conclusions are robust and of the highest standard. This book is a valuable resource for researchers, students, non-governmental organizations, and key decision-makers involved in earthquake disaster management systems at the national, regional, and local levels.

Introduction to Computer Architecture

Author : Harold S. Stone,Tien Chi Chen
Publisher : Unknown
Page : 696 pages
File Size : 44,9 Mb
Release : 1980
Category : Computers
ISBN : UOM:39015047329688

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Introduction to Computer Architecture by Harold S. Stone,Tien Chi Chen Pdf

Computer Architecture

Author : Silvia M. Mueller,Wolfgang J. Paul
Publisher : Springer Science & Business Media
Page : 560 pages
File Size : 40,8 Mb
Release : 2013-11-11
Category : Computers
ISBN : 9783662042670

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Computer Architecture by Silvia M. Mueller,Wolfgang J. Paul Pdf

Hardware correctness is becoming ever more important in the design of computer systems. The authors introduce a powerful new approach to the design and analysis of modern computer architectures, based on mathematically well-founded formal methods which allows for rigorous correctness proofs, accurate hardware costs determination, and performance evaluation. This book develops, at the gate level, the complete design of a pipelined RISC processor with a fully IEEE-compliant floating-point unit. In contrast to other design approaches, the design presented here is modular, clean and complete.

Introduction to Scientific and Technical Computing

Author : Frank T. Willmore,Eric Jankowski,Coray Colina
Publisher : CRC Press
Page : 266 pages
File Size : 51,5 Mb
Release : 2016-08-19
Category : Computers
ISBN : 9781315351858

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Introduction to Scientific and Technical Computing by Frank T. Willmore,Eric Jankowski,Coray Colina Pdf

Created to help scientists and engineers write computer code, this practical book addresses the important tools and techniques that are necessary for scientific computing, but which are not yet commonplace in science and engineering curricula. This book contains chapters summarizing the most important topics that computational researchers need to know about. It leverages the viewpoints of passionate experts involved with scientific computing courses around the globe and aims to be a starting point for new computational scientists and a reference for the experienced. Each contributed chapter focuses on a specific tool or skill, providing the content needed to provide a working knowledge of the topic in about one day. While many individual books on specific computing topics exist, none is explicitly focused on getting technical professionals and students up and running immediately across a variety of computational areas.