The Art Of Computer Systems Performance Analysis

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The Art of Computer Systems Performance Analysis

The Art of Computer Systems Performance Analysis
  • Author : Raj Jain
  • Publisher : John Wiley & Sons
  • File Size : 27,5 Mb
  • Release Date : 1991-04-16
  • Total pages : 722
  • ISBN : UOM:39015058308522
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The Art of Computer Systems Performance Analysis "At last, a welcome and needed text for computer professionals who require practical, ready-to-apply techniques for performance analysis. Highly recommended!" -Dr. Leonard Kleinrock University of California, Los Angeles "An entirely refreshing text which has just the right mixture of theory and real world practice. The book is ideal for both classroom instruction and self-study." -Dr. Raymond L. Pickholtz President, IEEE Communications Society "An extraordinarily comprehensive treatment of both theoretical and practical issues." -Dr. Jeffrey P. Buzen Internationally recognized performance analysis expert ". it is the most thorough book available to date" -Dr. Erol Gelenbe Université René Descartes, Paris ". an extraordinary book.. A worthy addition to the bookshelf of any practicing computer or communications engineer" -Dr. Vinton G. Cer??? Chairman, ACM SIGCOMM "This is an unusual object, a textbook that one wants to sit down and peruse. The prose is clear and fluent, but more important, it is witty." -Allison Mankin The Mitre Washington Networking Center Newsletter

The Art of Computer Systems Performance Analysis

The Art of Computer Systems Performance Analysis
  • Author : Raj Jain
  • Publisher : John Wiley & Sons
  • File Size : 32,6 Mb
  • Release Date : 1990
  • Total pages : 780
  • ISBN : 8126519053
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Part I: An Overview of Performance Evaluation · Common Mistakes and How to Avoid Them· Selection of Techniques and Metrics· MEASUREMENT TECHNIQUES AND TOOLS· Types of Workloads· Workload Characterization Techniques· Monitors· Ratio GamesPart II: Probability Theory and Statistics · Summarizing Measured Data· Simple Linear Regression Models· Other Regression ModelsPart III: Experimental Design and Analysis · One-Factor Experiments· Two-Factor Full Factorial Design without Replications· Two-Factor Full Factorial Design with ReplicationsPart IV: Simulation· Analysis of Simulation Results· Testing Random-Number Generators· Commonly Used DistributionsPart V: Queuing Models· Analysis of a Single Queue· Operational Laws · Convolution Algorithm

Computer Systems Performance Evaluation and Prediction

Computer Systems Performance Evaluation and Prediction
  • Author : Paul Fortier,Paul J. Fortier,Howard Michel
  • Publisher : Digital Press
  • File Size : 53,7 Mb
  • Release Date : 2003-06-25
  • Total pages : 541
  • ISBN : 9781555582609
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Table of contents

Performance Modeling and Design of Computer Systems

Performance Modeling and Design of Computer Systems
  • Author : Mor Harchol-Balter
  • Publisher : Cambridge University Press
  • File Size : 42,5 Mb
  • Release Date : 2013-02-18
  • Total pages : 574
  • ISBN : 9781107027503
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Written with computer scientists and engineers in mind, this book brings queueing theory decisively back to computer science.

Art of Computer Systems Performance Analysis

Art of Computer Systems Performance Analysis
  • Author : Raj Jain
  • Publisher : Wiley
  • File Size : 40,9 Mb
  • Release Date : 2015-09-21
  • Total pages : 0
  • ISBN : 1118858425
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The seminal guide to performance analysis, with new information and essential advice The Art of Computer Systems Performance Analysis is the essential guide to practical performance analysis tools and techniques. This easy to follow guide presents a unique blend of measurement, simulation, and modeling methods in a straightforward, problem-oriented fashion, and integrates essential queuing theory with data analysis, experimental design, and the most powerful tools in performance analysis. This updated edition includes new chapters on Time Series Analysis and Long-Range Dependence, over 150 updated examples and cases studies, and a host of special tricks that demonstrate system superiority. Instructor's Materials, including PowerPoint slides, syllabus, and solutions for expanded exercises beyond the end-of-chapter exercises, is available making it ideal for classroom use. Performance testing measures a system's responsiveness and stability under a particular workload, and can serve to investigate, measure, validate, or verify other quality attributes of the system, including scalability, reliability, and resource usage. This book is the seminal work on the topic, providing expert guidance to systems professionals for over twenty-two years. Comprehensive coverage of all aspects of performance measurement makes it a valuable resource for students and professionals alike. Understand technique and metric criteria, and avoid common mistakes Collect, analyze, and present measurement data with the most powerful techniques Provide the maximum amount of information with the minimum number of experiments Determine the number of sizes of components required (capacity planning) Evaluate design alternatives, correctly compare two or more systems, and determine the optimal value of a parameter (system tuning) Analysis in technology using statistics and other methodologies has become one of the most important, in-demand skills in the corporate and enterprise world. While practitioners may create new systems, they are often asked to modify, expand, or document existing systems – many of which have been grown haphazardly. Art of Computer Systems Performance Analysis provides the information, skills, and tools analysts need to tackle any system with confidence.

Quality of Service Architectures for Wireless Networks: Performance Metrics and Management

Quality of Service Architectures for Wireless Networks: Performance Metrics and Management
  • Author : Adibi, Sasan,Jain, Raj,Parekh, Shyam,Tofighbakhsh, Mostafa
  • Publisher : IGI Global
  • File Size : 22,7 Mb
  • Release Date : 2010-01-31
  • Total pages : 716
  • ISBN : 9781615206810
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"This book further explores various issues and proposed solutions for the provision of Quality of Service (QoS) on the wireless networks"--Provided by publisher.

Quantitative System Performance

Quantitative System Performance
  • Author : Edward D. Lazowska
  • Publisher : Prentice Hall
  • File Size : 13,6 Mb
  • Release Date : 1984
  • Total pages : 440
  • ISBN : UOM:39015006404647
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An overview of queueing network modelling. Conducting a modelling study. Fundamental laws. General analytic technique. Bounds on performance. Models with one job class. Models with multiple job classes. Flow equivalence and hierarchical modelling. Representing specific subsystems. Memory. Disk I/O. Processors. Parameterization. Existing systems. Evolving systems. Proposed systems. Perspective. Using queueing network modelling software. Appendices. Constructing a model from RMF data. An implementation of single class, exact MVA. An implementation of multiple class, exact MVA. Load dependent service centers. Index.

Systems Performance

Systems Performance
  • Author : Brendan Gregg
  • Publisher : Prentice Hall
  • File Size : 29,6 Mb
  • Release Date : 2013-10-07
  • Total pages : 792
  • ISBN : 9780133390100
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The Complete Guide to Optimizing Systems Performance Written by the winner of the 2013 LISA Award for Outstanding Achievement in System Administration Large-scale enterprise, cloud, and virtualized computing systems have introduced serious performance challenges. Now, internationally renowned performance expert Brendan Gregg has brought together proven methodologies, tools, and metrics for analyzing and tuning even the most complex environments. Systems Performance: Enterprise and the Cloud focuses on Linux® and Unix® performance, while illuminating performance issues that are relevant to all operating systems. You’ll gain deep insight into how systems work and perform, and learn methodologies for analyzing and improving system and application performance. Gregg presents examples from bare-metal systems and virtualized cloud tenants running Linux-based Ubuntu®, Fedora®, CentOS, and the illumos-based Joyent® SmartOS™ and OmniTI OmniOS®. He systematically covers modern systems performance, including the “traditional” analysis of CPUs, memory, disks, and networks, and new areas including cloud computing and dynamic tracing. This book also helps you identify and fix the “unknown unknowns” of complex performance: bottlenecks that emerge from elements and interactions you were not aware of. The text concludes with a detailed case study, showing how a real cloud customer issue was analyzed from start to finish. Coverage includes • Modern performance analysis and tuning: terminology, concepts, models, methods, and techniques • Dynamic tracing techniques and tools, including examples of DTrace, SystemTap, and perf • Kernel internals: uncovering what the OS is doing • Using system observability tools, interfaces, and frameworks • Understanding and monitoring application performance • Optimizing CPUs: processors, cores, hardware threads, caches, interconnects, and kernel scheduling • Memory optimization: virtual memory, paging, swapping, memory architectures, busses, address spaces, and allocators • File system I/O, including caching • Storage devices/controllers, disk I/O workloads, RAID, and kernel I/O • Network-related performance issues: protocols, sockets, interfaces, and physical connections • Performance implications of OS and hardware-based virtualization, and new issues encountered with cloud computing • Benchmarking: getting accurate results and avoiding common mistakes This guide is indispensable for anyone who operates enterprise or cloud environments: system, network, database, and web admins; developers; and other professionals. For students and others new to optimization, it also provides exercises reflecting Gregg’s extensive instructional experience.

Performance Evaluation by Simulation and Analysis with Applications to Computer Networks

Performance Evaluation by Simulation and Analysis with Applications to Computer Networks
  • Author : Ken Chen
  • Publisher : John Wiley & Sons
  • File Size : 31,8 Mb
  • Release Date : 2015-02-16
  • Total pages : 314
  • ISBN : 9781848217478
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This book is devoted to the most used methodologies for performance evaluation: simulation using specialized software and mathematical modeling. An important part is dedicated to the simulation, particularly in its theoretical framework and the precautions to be taken in the implementation of the experimental procedure. These principles are illustrated by concrete examples achieved through operational simulation languages ​​(OMNeT ++, OPNET). Presented under the complementary approach, the mathematical method is essential for the simulation. Both methodologies based largely on the theory of probability and statistics in general and particularly Markov processes, a reminder of the basic results is also available.

The Practical Performance Analyst

The Practical Performance Analyst
  • Author : Neil J. Gunther
  • Publisher : Writer's Showcase Press
  • File Size : 17,5 Mb
  • Release Date : 2000
  • Total pages : 472
  • ISBN : UIUC:30112044802657
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Performance Analysis and Tuning for General Purpose Graphics Processing Units (GPGPU)

Performance Analysis and Tuning for General Purpose Graphics Processing Units (GPGPU)
  • Author : Hyesoon Kim,Richard Vuduc,Sara Baghsorkhi,Jee Choi,Wen-mei W. Hwu
  • Publisher : Springer Nature
  • File Size : 42,7 Mb
  • Release Date : 2022-05-31
  • Total pages : 88
  • ISBN : 9783031017377
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General-purpose graphics processing units (GPGPU) have emerged as an important class of shared memory parallel processing architectures, with widespread deployment in every computer class from high-end supercomputers to embedded mobile platforms. Relative to more traditional multicore systems of today, GPGPUs have distinctly higher degrees of hardware multithreading (hundreds of hardware thread contexts vs. tens), a return to wide vector units (several tens vs. 1-10), memory architectures that deliver higher peak memory bandwidth (hundreds of gigabytes per second vs. tens), and smaller caches/scratchpad memories (less than 1 megabyte vs. 1-10 megabytes). In this book, we provide a high-level overview of current GPGPU architectures and programming models. We review the principles that are used in previous shared memory parallel platforms, focusing on recent results in both the theory and practice of parallel algorithms, and suggest a connection to GPGPU platforms. We aim to provide hints to architects about understanding algorithm aspect to GPGPU. We also provide detailed performance analysis and guide optimizations from high-level algorithms to low-level instruction level optimizations. As a case study, we use n-body particle simulations known as the fast multipole method (FMM) as an example. We also briefly survey the state-of-the-art in GPU performance analysis tools and techniques. Table of Contents: GPU Design, Programming, and Trends / Performance Principles / From Principles to Practice: Analysis and Tuning / Using Detailed Performance Analysis to Guide Optimization

Performance Evaluation of Computer and Communication Systems

Performance Evaluation of Computer and Communication Systems
  • Author : Jean-Yves Le Boudec
  • Publisher : CRC Press
  • File Size : 42,6 Mb
  • Release Date : 2011-02-01
  • Total pages : 300
  • ISBN : 9781439849934
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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 well as specific software packages being employed by leaders in the field.

Measuring Computer Performance

Measuring Computer Performance
  • Author : David J. Lilja
  • Publisher : Cambridge University Press
  • File Size : 42,5 Mb
  • Release Date : 2005-09-08
  • Total pages : 284
  • ISBN : 0521646707
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Sets out the fundamental techniques used in analyzing and understanding the performance of computer systems.

A Computer and Communications Network Performance Analysis Primer

A Computer and Communications Network Performance Analysis Primer
  • Author : B. W. Stuck,E. Arthurs
  • Publisher : Prentice Hall
  • File Size : 31,5 Mb
  • Release Date : 1985
  • Total pages : 638
  • ISBN : UOM:39015007648150
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PDF book entitled A Computer and Communications Network Performance Analysis Primer written by B. W. Stuck,E. Arthurs and published by Prentice Hall which was released on 1985 with total hardcover pages 638, the book become popular and critical acclaim.

Fundamentals of Performance Evaluation of Computer and Telecommunication Systems

Fundamentals of Performance Evaluation of Computer and Telecommunication Systems
  • Author : Mohammed S. Obaidat,Noureddine A. Boudriga
  • Publisher : John Wiley & Sons
  • File Size : 55,7 Mb
  • Release Date : 2010-01-26
  • Total pages : 300
  • ISBN : 0470567198
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The only singular, all-encompassing textbook on state-of-the-art technical performance evaluation Fundamentals of Performance Evaluation of Computer and Telecommunication Systems uniquely presents all techniques of performance evaluation of computers systems, communication networks, and telecommunications in a balanced manner. Written by the renowned Professor Mohammad S. Obaidat and his coauthor Professor Noureddine Boudriga, it is also the only resource to treat computer and telecommunication systems as inseparable issues. The authors explain the basic concepts of performance evaluation, applications, performance evaluation metrics, workload types, benchmarking, and characterization of workload. This is followed by a review of the basics of probability theory, and then, the main techniques for performance evaluation—namely measurement, simulation, and analytic modeling—with case studies and examples. Contains the practical and applicable knowledge necessary for a successful performance evaluation in a balanced approach Reviews measurement tools, benchmark programs, design of experiments, traffic models, basics of queueing theory, and operational and mean value analysis Covers the techniques for validation and verification of simulation as well as random number generation, random variate generation, and testing with examples Features numerous examples and case studies, as well as exercises and problems for use as homework or programming assignments Fundamentals of Performance Evaluation of Computer and Telecommunication Systems is an ideal textbook for graduate students in computer science, electrical engineering, computer engineering, and information sciences, technology, and systems. It is also an excellent reference for practicing engineers and scientists.