computer organization and design mips edition fifth edition the hardware software interface the morgan kaufmann series in computer architecture and design

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Computer Organization And Design Mips Edition

Author : David A. Patterson
ISBN : 9780124078864
Genre : Computers
File Size : 82. 21 MB
Format : PDF, ePub, Mobi
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Computer Organization and Design, Fifth Edition, is the latest update to the classic introduction to computer organization. The text now contains new examples and material highlighting the emergence of mobile computing and the cloud. It explores this generational change with updated content featuring tablet computers, cloud infrastructure, and the ARM (mobile computing devices) and x86 (cloud computing) architectures. The book uses a MIPS processor core to present the fundamentals of hardware technologies, assembly language, computer arithmetic, pipelining, memory hierarchies and I/O.Because an understanding of modern hardware is essential to achieving good performance and energy efficiency, this edition adds a new concrete example, Going Faster, used throughout the text to demonstrate extremely effective optimization techniques. There is also a new discussion of the Eight Great Ideas of computer architecture. Parallelism is examined in depth with examples and content highlighting parallel hardware and software topics. The book features the Intel Core i7, ARM Cortex-A8 and NVIDIA Fermi GPU as real-world examples, along with a full set of updated and improved exercises. This new edition is an ideal resource for professional digital system designers, programmers, application developers, and system software developers. It will also be of interest to undergraduate students in Computer Science, Computer Engineering and Electrical Engineering courses in Computer Organization, Computer Design, ranging from Sophomore required courses to Senior Electives. Winner of a 2014 Texty Award from the Text and Academic Authors Association Includes new examples, exercises, and material highlighting the emergence of mobile computing and the cloud Covers parallelism in depth with examples and content highlighting parallel hardware and software topics Features the Intel Core i7, ARM Cortex-A8 and NVIDIA Fermi GPU as real-world examples throughout the book Adds a new concrete example, "Going Faster," to demonstrate how understanding hardware can inspire software optimizations that improve performance by 200 times Discusses and highlights the "Eight Great Ideas" of computer architecture: Performance via Parallelism; Performance via Pipelining; Performance via Prediction; Design for Moore's Law; Hierarchy of Memories; Abstraction to Simplify Design; Make the Common Case Fast; and Dependability via Redundancy Includes a full set of updated and improved exercises

The Art Of High Performance Computing For Computational Science Vol 1

Author : Shuichi Shinmura
ISBN : 9789811361944
Genre : COMPUTERS
File Size : 58. 95 MB
Format : PDF, ePub
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This book shows how to decompose high-dimensional microarrays into small subspaces (Small Matryoshkas, SMs), statistically analyze them, and perform cancer gene diagnosis. The information is useful for genetic experts, anyone who analyzes genetic data, and students to use as practical textbooks. Discriminant analysis is the best approach for microarray consisting of normal and cancer classes. Microarrays are linearly separable data (LSD, Fact 3). However, because most linear discriminant function (LDF) cannot discriminate LSD theoretically and error rates are high, no one had discovered Fact 3 until now. Hard-margin SVM (H-SVM) and Revised IP-OLDF (RIP) can find Fact3 easily. LSD has the Matryoshka structure and is easily decomposed into many SMs (Fact 4). Because all SMs are small samples and LSD, statistical methods analyze SMs easily. However, useful results cannot be obtained. On the other hand, H-SVM and RIP can discriminate two classes in SM entirely. RatioSV is the ratio of SV distance and discriminant range. The maximum RatioSVs of six microarrays is over 11.67%. This fact shows that SV separates two classes by window width (11.67%). Such easy discrimination has been unresolved since 1970. The reason is revealed by facts presented here, so this book can be read and enjoyed like a mystery novel. Many studies point out that it is difficult to separate signal and noise in a high-dimensional gene space. However, the definition of the signal is not clear. Convincing evidence is presented that LSD is a signal. Statistical analysis of the genes contained in the SM cannot provide useful information, but it shows that the discriminant score (DS) discriminated by RIP or H-SVM is easily LSD. For example, the Alon microarray has 2,000 genes which can be divided into 66 SMs. If 66 DSs are used as variables, the result is a 66-dimensional data. These signal data can be analyzed to find malignancy indicators by principal component analysis and cluster analysis.

Fundamentals Of Computer Organization And Design

Author : Sivarama P. Dandamudi
ISBN : 9780387215662
Genre : Technology & Engineering
File Size : 25. 67 MB
Format : PDF, ePub
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A new advanced textbook/reference providing a comprehensive survey of hardware and software architectural principles and methods of computer systems organization and design. The book is suitable for a first course in computer organization. The style is similar to that of the author's book on assembly language in that it strongly supports self-study by students. This organization facilitates compressed presentation of material. Emphasis is also placed on related concepts to practical designs/chips. Topics: material presentation suitable for self- study; concepts related to practical designs and implementations; extensive examples and figures; details provided on several digital logic simulation packages; free MASM download instructions provided; and end-of-chapter exercises.

The Essentials Of Computer Organization And Architecture

Author : Linda Null
ISBN : 0763737690
Genre : Computers
File Size : 88. 61 MB
Format : PDF, Kindle
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Computer Architecture/Software Engineering

Computer Organization

Author : James Gil de Lamadrid
ISBN : 9781351999755
Genre : Computers
File Size : 70. 88 MB
Format : PDF
Download : 809
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Computer Organization: Basic Processor Structure is a class-tested textbook, based on the author’s decades of teaching the topic to undergraduate and beginning graduate students. The main questions the book tries to answer are: how is a processor structured, and how does the processor function, in a general-purpose computer? The book begins with a discussion of the interaction between hardware and software, and takes the reader through the process of getting a program to run. It starts with creating the software, compiling and assembling the software, loading it into memory, and running it. It then briefly explains how executing instructions results in operations in digit circuitry. The book next presents the mathematical basics required in the rest of the book, particularly, Boolean algebra, and the binary number system. The basics of digital circuitry are discussed next, including the basics of combinatorial circuits and sequential circuits. The bus communication architecture, used in many computer systems, is also explored, along with a brief discussion on interfacing with peripheral devices. The first part of the book finishes with an overview of the RTL level of circuitry, along with a detailed discussion of machine language. The second half of the book covers how to design a processor, and a relatively simple register-implicit machine is designed. ALSU design and computer arithmetic are discussed next, and the final two chapters discuss micro-controlled processors and a few advanced topics.

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