Computer Performance Modeling
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Advanced Computer Performance Modeling And Simulation
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Author : Kallol Bagchi
language : en
Publisher: CRC Press
Release Date : 2024-12-06
Advanced Computer Performance Modeling And Simulation written by Kallol Bagchi and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-06 with Computers categories.
Addresses the major issues involved in computer design and architectures. Dealing primarily with theory, tools, and techniques as related to advanced computer systems, it provides tutorials and surveys and relates new important research results. Each chapter provides background information, describes and analyzes important work done in the field, and provides important direction to the reader on future work and further readings. The topics covered include hierarchical design schemes, parallel and distributed modeling and simulation, parallel simulation tools and techniques, theoretical models for formal and performance modeling, and performance evaluation techniques.
Performance Modeling And Design Of Computer Systems
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Author : Mor Harchol-Balter
language : en
Publisher: Cambridge University Press
Release Date : 2013-02-18
Performance Modeling And Design Of Computer Systems written by Mor Harchol-Balter and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-02-18 with Computers categories.
Written with computer scientists and engineers in mind, this book brings queueing theory decisively back to computer science.
Performance Modeling For Computer Architects
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Author : C. M. Krishna
language : en
Publisher: John Wiley & Sons
Release Date : 1995-10-14
Performance Modeling For Computer Architects written by C. M. Krishna and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995-10-14 with Computers categories.
As computers become more complex, the number and complexity of the tasks facing the computer architect have increased. Computer performance often depends in complex way on the design parameters and intuition that must be supplemented by performance studies to enhance design productivity. This book introduces computer architects to computer system performance models and shows how they are relatively simple, inexpensive to implement, and sufficiently accurate for most purposes. It discusses the development of performance models based on queuing theory and probability. The text also shows how they are used to provide quick approximate calculations to indicate basic performance tradeoffs and narrow the range of parameters to consider when determining system configurations. It illustrates how performance models can demonstrate how a memory system is to be configured, what the cache structure should be, and what incremental changes in cache size can have on the miss rate. A particularly deep knowledge of probability theory or any other mathematical field to understand the papers in this volume is not required.
Computer Performance Modeling
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Author : Alexandre Brandwajn
language : en
Publisher: World Scientific
Release Date : 2025-04-29
Computer Performance Modeling written by Alexandre Brandwajn and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-29 with Computers categories.
This compendium gives an overview of computer performance modelling techniques and an in-depth explanation of their principles and practical applications. The book emphasizes selected approximation methods for complex systems, including recent advances in multi-server models.The useful reference text benefits professionals, researchers, academics and graduate students in the fields of computer engineering, operations research and mathematical modeling.
Performance By Design
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Author : Daniel A. Menascé
language : en
Publisher: Prentice Hall Professional
Release Date : 2004
Performance By Design written by Daniel A. Menascé and has been published by Prentice Hall Professional this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004 with Computers categories.
Practical, real-world solutions are given to potential problems covering the entire system life cycle. This book describes how to map real-life systems (databases, data centers, and e-commerce applications) into analytic performance models. The authors elaborate upon these models and use them to help the reader better understand performance issues.
Performance Modeling And Analysis Of Communication Networks
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Author : Phuoc Tran-Gia
language : en
Publisher: BoD – Books on Demand
Release Date : 2021-10-12
Performance Modeling And Analysis Of Communication Networks written by Phuoc Tran-Gia and has been published by BoD – Books on Demand this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-10-12 with Computers categories.
This textbook provides an introduction to common methods of performance modeling and analysis of communication systems. These methods form the basis of traffic engineering, teletraffic theory, and analytical system dimensioning. The fundamentals of probability theory, stochastic processes, Markov processes, and embedded Markov chains are presented. Basic queueing models are described with applications in communication networks. Advanced methods are presented that have been frequently used in recent practice, especially discrete-time analysis algorithms, or which go beyond classical performance measures such as Quality of Experience or energy efficiency. Recent examples of modern communication networks include Software Defined Networking and the Internet of Things. Throughout the book, illustrative examples are used to provide practical experience in performance modeling and analysis. Target group: The book is aimed at students and scientists in computer science and technical computer science, operations research, electrical engineering and economics.
Workload Modeling For Computer Systems Performance Evaluation
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Author : Dror G. Feitelson
language : en
Publisher: Cambridge University Press
Release Date : 2015-03-23
Workload Modeling For Computer Systems Performance Evaluation written by Dror G. Feitelson and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-03-23 with Computers categories.
A book for experts and practitioners, emphasizing the intuition and reasoning behind definitions and derivations related to evaluating computer systems performance.
Introduction To Computer System Performance Evaluation
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Author : Krishna Kant
language : en
Publisher: McGraw-Hill Companies
Release Date : 1992
Introduction To Computer System Performance Evaluation written by Krishna Kant and has been published by McGraw-Hill Companies this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992 with Computers categories.
In this book, Krishna Kant provides a completely up-to-date treatment of the fundamental techniques of computer system performance modeling and evaluation. He discusses measurement, simulation, and analysis, and places a strong emphasis on analysis by including such topics as basic and advanced queuing theory, product form networks, aggregation, decomposition, performance bounds, and various forms of approximations. Applications involving synchronization between various activities are presented in a chapter on Petri net-based performance modeling, and a final chapter covers a wide range of problems involving steady state analysis, transient analysis, and optimization.
The Art Of Computer Systems Performance Analysis
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Author : Raj Jain
language : en
Publisher: John Wiley & Sons
Release Date : 1990
The Art Of Computer Systems Performance Analysis written by Raj Jain and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 1990 with categories.
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
High Performance Computing Systems Performance Modeling Benchmarking And Simulation
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Author : Stephen A. Jarvis
language : en
Publisher: Springer
Release Date : 2014-09-30
High Performance Computing Systems Performance Modeling Benchmarking And Simulation written by Stephen A. Jarvis and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-09-30 with Computers categories.
This book constitutes the refereed proceedings of the 4th International Workshop, PMBS 2013 in Denver, CO, USA in November 2013. The 14 papers presented in this volume were carefully reviewed and selected from 37 submissions. The selected articles broadly cover topics on massively parallel and high-performance simulations, modeling and simulation, model development and analysis, performance optimization, power estimation and optimization, high performance computing, reliability, performance analysis, and network simulations.