Author: David J. Lilja
Publisher: Cambridge University Press
ISBN: 9780521646703
Category : Computers
Languages : en
Pages : 284
Book Description
Sets out the fundamental techniques used in analyzing and understanding the performance of computer systems.
Measuring Computer Performance
Author: David J. Lilja
Publisher: Cambridge University Press
ISBN: 9780521646703
Category : Computers
Languages : en
Pages : 284
Book Description
Sets out the fundamental techniques used in analyzing and understanding the performance of computer systems.
Publisher: Cambridge University Press
ISBN: 9780521646703
Category : Computers
Languages : en
Pages : 284
Book Description
Sets out the fundamental techniques used in analyzing and understanding the performance of computer systems.
Advanced R
Author: Hadley Wickham
Publisher: CRC Press
ISBN: 1498759807
Category : Mathematics
Languages : en
Pages : 669
Book Description
An Essential Reference for Intermediate and Advanced R Programmers Advanced R presents useful tools and techniques for attacking many types of R programming problems, helping you avoid mistakes and dead ends. With more than ten years of experience programming in R, the author illustrates the elegance, beauty, and flexibility at the heart of R. The book develops the necessary skills to produce quality code that can be used in a variety of circumstances. You will learn: The fundamentals of R, including standard data types and functions Functional programming as a useful framework for solving wide classes of problems The positives and negatives of metaprogramming How to write fast, memory-efficient code This book not only helps current R users become R programmers but also shows existing programmers what’s special about R. Intermediate R programmers can dive deeper into R and learn new strategies for solving diverse problems while programmers from other languages can learn the details of R and understand why R works the way it does.
Publisher: CRC Press
ISBN: 1498759807
Category : Mathematics
Languages : en
Pages : 669
Book Description
An Essential Reference for Intermediate and Advanced R Programmers Advanced R presents useful tools and techniques for attacking many types of R programming problems, helping you avoid mistakes and dead ends. With more than ten years of experience programming in R, the author illustrates the elegance, beauty, and flexibility at the heart of R. The book develops the necessary skills to produce quality code that can be used in a variety of circumstances. You will learn: The fundamentals of R, including standard data types and functions Functional programming as a useful framework for solving wide classes of problems The positives and negatives of metaprogramming How to write fast, memory-efficient code This book not only helps current R users become R programmers but also shows existing programmers what’s special about R. Intermediate R programmers can dive deeper into R and learn new strategies for solving diverse problems while programmers from other languages can learn the details of R and understand why R works the way it does.
The Art of Computer Systems Performance Analysis
Author: Raj Jain
Publisher: John Wiley & Sons
ISBN:
Category : Computers
Languages : en
Pages : 722
Book Description
Based on the author's experience in industry, this book focuses on simple techniques for solving everyday problems in systems design and analysis. All techniques are covered in a non-mathematical way, so that no statistics expertise is necessary.
Publisher: John Wiley & Sons
ISBN:
Category : Computers
Languages : en
Pages : 722
Book Description
Based on the author's experience in industry, this book focuses on simple techniques for solving everyday problems in systems design and analysis. All techniques are covered in a non-mathematical way, so that no statistics expertise is necessary.
Program Evaluation and Performance Measurement
Author: James C. McDavid
Publisher: SAGE Publications
ISBN: 145228959X
Category : Social Science
Languages : en
Pages : 561
Book Description
Program Evaluation and Performance Measurement: An Introduction to Practice, Second Edition offers an accessible, practical introduction to program evaluation and performance measurement for public and non-profit organizations, and has been extensively updated since the first edition. Using examples, it covers topics in a detailed fashion, making it a useful guide for students as well as practitioners who are participating in program evaluations or constructing and implementing performance measurement systems. Authors James C. McDavid, Irene Huse, and Laura R. L. Hawthorn guide readers through conducting quantitative and qualitative program evaluations, needs assessments, cost-benefit and cost-effectiveness analyses, as well as constructing, implementing and using performance measurement systems. The importance of professional judgment is highlighted throughout the book as an intrinsic feature of evaluation practice.
Publisher: SAGE Publications
ISBN: 145228959X
Category : Social Science
Languages : en
Pages : 561
Book Description
Program Evaluation and Performance Measurement: An Introduction to Practice, Second Edition offers an accessible, practical introduction to program evaluation and performance measurement for public and non-profit organizations, and has been extensively updated since the first edition. Using examples, it covers topics in a detailed fashion, making it a useful guide for students as well as practitioners who are participating in program evaluations or constructing and implementing performance measurement systems. Authors James C. McDavid, Irene Huse, and Laura R. L. Hawthorn guide readers through conducting quantitative and qualitative program evaluations, needs assessments, cost-benefit and cost-effectiveness analyses, as well as constructing, implementing and using performance measurement systems. The importance of professional judgment is highlighted throughout the book as an intrinsic feature of evaluation practice.
Measuring and Managing Performance in Organizations
Author: Robert Austin
Publisher: Addison-Wesley
ISBN: 0133488403
Category : Computers
Languages : en
Pages : 286
Book Description
This is the digital version of the printed book (Copyright © 1996). Based on an award-winning doctoral thesis at Carnegie Mellon University, Measuring and Managing Performance in Organizations presents a captivating analysis of the perils of performance measurement systems. In the book’s foreword, Peopleware authors Tom DeMarco and Timothy Lister rave, “We believe this is a book that needs to be on the desk of just about anyone who manages anything.” Because people often react with unanticipated sophistication when they are being measured, measurement-based management systems can become dysfunctional, interfering with achievement of intended results. Fortunately, as the author shows, measurement dysfunction follows a pattern that can be identified and avoided. The author’s findings are bolstered by interviews with eight recognized experts in the use of measurement to manage computer software development: David N. Card, of Software Productivity Solutions; Tom DeMarco, of the Atlantic Systems Guild; Capers Jones, of Software Productivity Research; John Musa, of AT&T Bell Laboratories; Daniel J. Paulish, of Siemens Corporate Research; Lawrence H. Putnam, of Quantitative Software Management; E. O. Tilford, Sr., of Fissure; plus the anonymous Expert X. A practical model for analyzing measurement projects solidifies the text–don’t start without it!
Publisher: Addison-Wesley
ISBN: 0133488403
Category : Computers
Languages : en
Pages : 286
Book Description
This is the digital version of the printed book (Copyright © 1996). Based on an award-winning doctoral thesis at Carnegie Mellon University, Measuring and Managing Performance in Organizations presents a captivating analysis of the perils of performance measurement systems. In the book’s foreword, Peopleware authors Tom DeMarco and Timothy Lister rave, “We believe this is a book that needs to be on the desk of just about anyone who manages anything.” Because people often react with unanticipated sophistication when they are being measured, measurement-based management systems can become dysfunctional, interfering with achievement of intended results. Fortunately, as the author shows, measurement dysfunction follows a pattern that can be identified and avoided. The author’s findings are bolstered by interviews with eight recognized experts in the use of measurement to manage computer software development: David N. Card, of Software Productivity Solutions; Tom DeMarco, of the Atlantic Systems Guild; Capers Jones, of Software Productivity Research; John Musa, of AT&T Bell Laboratories; Daniel J. Paulish, of Siemens Corporate Research; Lawrence H. Putnam, of Quantitative Software Management; E. O. Tilford, Sr., of Fissure; plus the anonymous Expert X. A practical model for analyzing measurement projects solidifies the text–don’t start without it!
Computer Organization and Design, Revised Printing
Author: David A. Patterson
Publisher: Elsevier
ISBN: 0080550339
Category : Computers
Languages : en
Pages : 739
Book Description
What's New in the Third Edition, Revised Printing The same great book gets better! This revised printing features all of the original content along with these additional features:• Appendix A (Assemblers, Linkers, and the SPIM Simulator) has been moved from the CD-ROM into the printed book• Corrections and bug fixesThird Edition featuresNew pedagogical features•Understanding Program Performance -Analyzes key performance issues from the programmer's perspective •Check Yourself Questions -Helps students assess their understanding of key points of a section •Computers In the Real World -Illustrates the diversity of applications of computing technology beyond traditional desktop and servers •For More Practice -Provides students with additional problems they can tackle •In More Depth -Presents new information and challenging exercises for the advanced student New reference features •Highlighted glossary terms and definitions appear on the book page, as bold-faced entries in the index, and as a separate and searchable reference on the CD. •A complete index of the material in the book and on the CD appears in the printed index and the CD includes a fully searchable version of the same index. •Historical Perspectives and Further Readings have been updated and expanded to include the history of software R&D. •CD-Library provides materials collected from the web which directly support the text. In addition to thoroughly updating every aspect of the text to reflect the most current computing technology, the third edition •Uses standard 32-bit MIPS 32 as the primary teaching ISA. •Presents the assembler-to-HLL translations in both C and Java. •Highlights the latest developments in architecture in Real Stuff sections: -Intel IA-32 -Power PC 604 -Google's PC cluster -Pentium P4 -SPEC CPU2000 benchmark suite for processors -SPEC Web99 benchmark for web servers -EEMBC benchmark for embedded systems -AMD Opteron memory hierarchy -AMD vs. 1A-64 New support for distinct course goals Many of the adopters who have used our book throughout its two editions are refining their courses with a greater hardware or software focus. We have provided new material to support these course goals: New material to support a Hardware Focus •Using logic design conventions •Designing with hardware description languages •Advanced pipelining •Designing with FPGAs •HDL simulators and tutorials •Xilinx CAD tools New material to support a Software Focus •How compilers work •How to optimize compilers •How to implement object oriented languages •MIPS simulator and tutorial •History sections on programming languages, compilers, operating systems and databases On the CD•NEW: Search function to search for content on both the CD-ROM and the printed text•CD-Bars: Full length sections that are introduced in the book and presented on the CD •CD-Appendixes: Appendices B-D •CD-Library: Materials collected from the web which directly support the text •CD-Exercises: For More Practice provides exercises and solutions for self-study•In More Depth presents new information and challenging exercises for the advanced or curious student •Glossary: Terms that are defined in the text are collected in this searchable reference •Further Reading: References are organized by the chapter they support •Software: HDL simulators, MIPS simulators, and FPGA design tools •Tutorials: SPIM, Verilog, and VHDL •Additional Support: Processor Models, Labs, Homeworks, Index covering the book and CD contents Instructor Support Instructor support provided on textbooks.elsevier.com:•Solutions to all the exercises •Figures from the book in a number of formats •Lecture slides prepared by the authors and other instructors •Lecture notes
Publisher: Elsevier
ISBN: 0080550339
Category : Computers
Languages : en
Pages : 739
Book Description
What's New in the Third Edition, Revised Printing The same great book gets better! This revised printing features all of the original content along with these additional features:• Appendix A (Assemblers, Linkers, and the SPIM Simulator) has been moved from the CD-ROM into the printed book• Corrections and bug fixesThird Edition featuresNew pedagogical features•Understanding Program Performance -Analyzes key performance issues from the programmer's perspective •Check Yourself Questions -Helps students assess their understanding of key points of a section •Computers In the Real World -Illustrates the diversity of applications of computing technology beyond traditional desktop and servers •For More Practice -Provides students with additional problems they can tackle •In More Depth -Presents new information and challenging exercises for the advanced student New reference features •Highlighted glossary terms and definitions appear on the book page, as bold-faced entries in the index, and as a separate and searchable reference on the CD. •A complete index of the material in the book and on the CD appears in the printed index and the CD includes a fully searchable version of the same index. •Historical Perspectives and Further Readings have been updated and expanded to include the history of software R&D. •CD-Library provides materials collected from the web which directly support the text. In addition to thoroughly updating every aspect of the text to reflect the most current computing technology, the third edition •Uses standard 32-bit MIPS 32 as the primary teaching ISA. •Presents the assembler-to-HLL translations in both C and Java. •Highlights the latest developments in architecture in Real Stuff sections: -Intel IA-32 -Power PC 604 -Google's PC cluster -Pentium P4 -SPEC CPU2000 benchmark suite for processors -SPEC Web99 benchmark for web servers -EEMBC benchmark for embedded systems -AMD Opteron memory hierarchy -AMD vs. 1A-64 New support for distinct course goals Many of the adopters who have used our book throughout its two editions are refining their courses with a greater hardware or software focus. We have provided new material to support these course goals: New material to support a Hardware Focus •Using logic design conventions •Designing with hardware description languages •Advanced pipelining •Designing with FPGAs •HDL simulators and tutorials •Xilinx CAD tools New material to support a Software Focus •How compilers work •How to optimize compilers •How to implement object oriented languages •MIPS simulator and tutorial •History sections on programming languages, compilers, operating systems and databases On the CD•NEW: Search function to search for content on both the CD-ROM and the printed text•CD-Bars: Full length sections that are introduced in the book and presented on the CD •CD-Appendixes: Appendices B-D •CD-Library: Materials collected from the web which directly support the text •CD-Exercises: For More Practice provides exercises and solutions for self-study•In More Depth presents new information and challenging exercises for the advanced or curious student •Glossary: Terms that are defined in the text are collected in this searchable reference •Further Reading: References are organized by the chapter they support •Software: HDL simulators, MIPS simulators, and FPGA design tools •Tutorials: SPIM, Verilog, and VHDL •Additional Support: Processor Models, Labs, Homeworks, Index covering the book and CD contents Instructor Support Instructor support provided on textbooks.elsevier.com:•Solutions to all the exercises •Figures from the book in a number of formats •Lecture slides prepared by the authors and other instructors •Lecture notes
Performance Evaluation of Computer and Communication Systems
Author: Jean-Yves Le Boudec
Publisher: CRC Press
ISBN: 1439849935
Category : Computers
Languages : en
Pages : 411
Book Description
This book is written for computer engineers and scientists active in the development of software and hardware systems. It supplies the understanding and tools needed to effectively evaluate the performance of individual computer and communication systems. It covers the theoretical foundations of the field as
Publisher: CRC Press
ISBN: 1439849935
Category : Computers
Languages : en
Pages : 411
Book Description
This book is written for computer engineers and scientists active in the development of software and hardware systems. It supplies the understanding and tools needed to effectively evaluate the performance of individual computer and communication systems. It covers the theoretical foundations of the field as
Computer Organization
Author: V. Carl Hamacher
Publisher: New York ; Toronto : McGraw-Hill
ISBN: 9780070256859
Category : Computers
Languages : en
Pages : 44
Book Description
Publisher: New York ; Toronto : McGraw-Hill
ISBN: 9780070256859
Category : Computers
Languages : en
Pages : 44
Book Description
Performance Modeling and Design of Computer Systems
Author: Mor Harchol-Balter
Publisher: Cambridge University Press
ISBN: 1107027500
Category : Computers
Languages : en
Pages : 573
Book Description
Written with computer scientists and engineers in mind, this book brings queueing theory decisively back to computer science.
Publisher: Cambridge University Press
ISBN: 1107027500
Category : Computers
Languages : en
Pages : 573
Book Description
Written with computer scientists and engineers in mind, this book brings queueing theory decisively back to computer science.
Workload Characterization of Emerging Computer Applications
Author: Lizy Kurian John
Publisher: Springer Science & Business Media
ISBN: 1461516137
Category : Computers
Languages : en
Pages : 236
Book Description
The formal study of program behavior has become an essential ingredient in guiding the design of new computer architectures. Accurate characterization of applications leads to efficient design of high performing architectures. Quantitative and analytical characterization of workloads is important to understand and exploit the interesting features of workloads. This book includes ten chapters on various aspects of workload characterizati on. File caching characteristics of the industry-standard web-serving benchmark SPECweb99 are presented by Keller et al. in Chapter 1, while value locality of SPECJVM98 benchmarks are characterized by Rychlik et al. in Chapter 2. SPECJVM98 benchmarks are visited again in Chapter 3, where Tao et al. study the operating system activity in Java programs. In Chapter 4, KleinOsowski et al. describe how the SPEC2000 CPU benchmark suite may be adapted for computer architecture research and present the small, representative input data sets they created to reduce simulation time without compromising on accuracy. Their research has been recognized by the Standard Performance Evaluation Corporation (SPEC) and is listed on the official SPEC website, http://www. spec. org/osg/cpu2000/research/umnl. The main contribution of Chapter 5 is the proposal of a new measure called locality surface to characterize locality of reference in programs. Sorenson et al. describe how a three-dimensional surface can be used to represent both of programs. In Chapter 6, Thornock et al.
Publisher: Springer Science & Business Media
ISBN: 1461516137
Category : Computers
Languages : en
Pages : 236
Book Description
The formal study of program behavior has become an essential ingredient in guiding the design of new computer architectures. Accurate characterization of applications leads to efficient design of high performing architectures. Quantitative and analytical characterization of workloads is important to understand and exploit the interesting features of workloads. This book includes ten chapters on various aspects of workload characterizati on. File caching characteristics of the industry-standard web-serving benchmark SPECweb99 are presented by Keller et al. in Chapter 1, while value locality of SPECJVM98 benchmarks are characterized by Rychlik et al. in Chapter 2. SPECJVM98 benchmarks are visited again in Chapter 3, where Tao et al. study the operating system activity in Java programs. In Chapter 4, KleinOsowski et al. describe how the SPEC2000 CPU benchmark suite may be adapted for computer architecture research and present the small, representative input data sets they created to reduce simulation time without compromising on accuracy. Their research has been recognized by the Standard Performance Evaluation Corporation (SPEC) and is listed on the official SPEC website, http://www. spec. org/osg/cpu2000/research/umnl. The main contribution of Chapter 5 is the proposal of a new measure called locality surface to characterize locality of reference in programs. Sorenson et al. describe how a three-dimensional surface can be used to represent both of programs. In Chapter 6, Thornock et al.