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Author: David J. Lilja
Publisher: Cambridge University Press
ISBN: 9780521646703
Category : Computers
Languages : en
Pages : 284
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Book Description
Sets out the fundamental techniques used in analyzing and understanding the performance of computer systems.
Author: David J. Lilja
Publisher: Cambridge University Press
ISBN: 9780521646703
Category : Computers
Languages : en
Pages : 284
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Book Description
Sets out the fundamental techniques used in analyzing and understanding the performance of computer systems.
Author: V. Carl Hamacher
Publisher: New York ; Toronto : McGraw-Hill
ISBN: 9780070256859
Category : Computers
Languages : en
Pages : 44
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Book Description
Author: Raj Jain
Publisher: John Wiley & Sons
ISBN:
Category : Computers
Languages : en
Pages : 722
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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.
Author: Computer Performance Evaluation Users Group
Publisher:
ISBN:
Category : Electronic digital computers
Languages : en
Pages : 168
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Book Description
Author: Hadley Wickham
Publisher: CRC Press
ISBN: 1498759807
Category : Mathematics
Languages : en
Pages : 669
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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.
Author: Paul J. Fortier
Publisher: Digital Press
ISBN: 1555582605
Category : Computers
Languages : en
Pages : 541
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Book Description
Table of contents
Author: Werner Dirlewanger
Publisher:
ISBN: 9783899582338
Category :
Languages : en
Pages : 204
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Book Description
Author: Harry P Hatry
Publisher: Rowman & Littlefield
ISBN: 1493083031
Category : Political Science
Languages : en
Pages : 343
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Book Description
Long before reinventing government came into vogue, the Urban Institute pioneered methods for government and human services agencies to measure the performance of their programs. This comprehensive guidebook synthesizes more than two decades of Harry Hatry's groundbreaking work. It covers every component of the performance measurement process, from identifying the program’s mission, objectives, customers, and trackable outcomes to finding the best indicators for each outcome, the sources of data, and how to collect them. Hatry explains how to select indicator breakouts and benchmarks for comparison to actual values, and describes numerous uses for performance information. Since the publication of the first edition in 1999, the use of performance measurement has exploded at all levels of U.S. government, in nonprofit agencies, and around the world. The new edition has been revised and expanded to address recent developments in the field, including the increased availability of computer technology in collecting and presenting information, the movement to use outcome data to improve services, and the quality control issues that have emerged as data collection has increased. It is an indispensable handbook for newcomers and an important resource for experienced managers looking to improve their use of outcome data.
Author: Mor Harchol-Balter
Publisher: Cambridge University Press
ISBN: 1107027500
Category : Computers
Languages : en
Pages : 573
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Book Description
Written with computer scientists and engineers in mind, this book brings queueing theory decisively back to computer science.
Author: Lieven Eeckhout
Publisher: Springer Nature
ISBN: 3031017277
Category : Technology & Engineering
Languages : en
Pages : 132
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Book Description
Performance evaluation is at the foundation of computer architecture research and development. Contemporary microprocessors are so complex that architects cannot design systems based on intuition and simple models only. Adequate performance evaluation methods are absolutely crucial to steer the research and development process in the right direction. However, rigorous performance evaluation is non-trivial as there are multiple aspects to performance evaluation, such as picking workloads, selecting an appropriate modeling or simulation approach, running the model and interpreting the results using meaningful metrics. Each of these aspects is equally important and a performance evaluation method that lacks rigor in any of these crucial aspects may lead to inaccurate performance data and may drive research and development in a wrong direction. The goal of this book is to present an overview of the current state-of-the-art in computer architecture performance evaluation, with a special emphasis on methods for exploring processor architectures. The book focuses on fundamental concepts and ideas for obtaining accurate performance data. The book covers various topics in performance evaluation, ranging from performance metrics, to workload selection, to various modeling approaches including mechanistic and empirical modeling. And because simulation is by far the most prevalent modeling technique, more than half the book's content is devoted to simulation. The book provides an overview of the simulation techniques in the computer designer's toolbox, followed by various simulation acceleration techniques including sampled simulation, statistical simulation, parallel simulation and hardware-accelerated simulation. Table of Contents: Introduction / Performance Metrics / Workload Design / Analytical Performance Modeling / Simulation / Sampled Simulation / Statistical Simulation / Parallel Simulation and Hardware Acceleration / Concluding Remarks
