Workload Modeling For Computer Systems Performance Evaluation
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Workload Modeling For Computer Systems Performance Evaluation
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Author : Dror G. Feitelson
language : en
Publisher:
Release Date : 2015
Workload Modeling For Computer Systems Performance Evaluation written by Dror G. Feitelson and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015 with Electronic books categories.
"Reliable performance evaluations require the use of representative workloads. This is no easy task since modern computer systems and their workloads are complex, with many interrelated attributes and complicated structures. Experts often use sophisticated mathematics to analyze and describe workload models, making these models difficult for practitioners to grasp. This book aims to close this gap by emphasizing the intuition and the reasoning behind the definitions and derivations related to the workload models. It provides numerous examples from real production systems, with hundreds of graphs. Using this book, readers will be able to analyze collected workload data and clean it if necessary, derive statistical models that include skewed marginal distributions and correlations, and consider the need for generative models and feedback from the system. The descriptive statistics techniques covered are also useful for other domains"--
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.
Workload Modeling And Characterization In Computer Systems Performance Evaluation
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Author : Shahrokh Shirasb
language : en
Publisher:
Release Date : 1983
Workload Modeling And Characterization In Computer Systems Performance Evaluation written by Shahrokh Shirasb and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1983 with Computer simulation categories.
A Workload Model And Measures For Computer Performance Evaluation
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Author : H. Kerner
language : en
Publisher:
Release Date : 1972
A Workload Model And Measures For Computer Performance Evaluation written by H. Kerner and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1972 with Computers categories.
A generalized workload definition is presented which constructs measurable workloads of unit size from workload elements, called elementary processes. An elementary process makes almost exclusive use of one of the processors, CPU, I/O processor, etc., and is measured by the cost of its execution. Various kinds of user programs can be simulated by quantitative composition of elementary processes into a type. The character of the type is defined by the weights of its elementary processes and its structure by the amount and sequence of transitions between its elementary processes. A set of types is batched to a mix. Mixes of identical cost are considered as equivalent amounts of workload. These formalized descriptions of workloads allow investigators to compare the results of different studies quantitatively. Since workloads of different composition are assigned a unit of cost, these descriptions enable determination of cost effectiveness of different workloads on a machine. Subsequently performance parameters such as throughput rate, gain factor, internal and external delay factors are defined and used to demonstrate the effects of various workload attributes on the performance of a selected large scale computer system.
Computer Systems Performance Evaluation
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Author : Israel Borovits
language : en
Publisher: Great Source Education Group
Release Date : 1979
Computer Systems Performance Evaluation written by Israel Borovits and has been published by Great Source Education Group this book supported file pdf, txt, epub, kindle and other format this book has been release on 1979 with Computers categories.
Industrial And Engineering Applications Of Artificial Intelligence And Expert Systems
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Author : Graham F. Forsyth
language : en
Publisher: CRC Press
Release Date : 1995-08-08
Industrial And Engineering Applications Of Artificial Intelligence And Expert Systems written by Graham F. Forsyth and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995-08-08 with Computers categories.
In the areas of industry and engineering, AI techniques have become the norm in sectors including computer-aided design, intelligent manufacturing, and control. Papers in this volume represent work by both computer scientists and engineers separately and together. They directly and indirectly represent a real collaboration between computer science and engineering, covering a wide variety of fields related to intelligent systems technology ranging from neural networks, knowledge acquisition and representation, automated scheduling, machine learning, multimedia, genetic algorithms, fuzzy logic, robotics, automated reasoning, heuristic searching, automated problem solving, temporal, spatial and model-based reasoning, clustering, blackboard architectures, automated design, pattern recognition and image processing, automated planning, speech recognition, simulated annealing, and intelligent tutoring, as well as various computer applications of intelligent systems including financial analysis, artificial
The Art Of Computer Systems Performance Analysis
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Author : Raj Jain
language : en
Publisher: John Wiley & Sons
Release Date : 1991-04-16
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 1991-04-16 with Computers categories.
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.
Computer Performance Evaluation And Capacity Management
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Author : David J. Schumacher
language : en
Publisher:
Release Date : 1981
Computer Performance Evaluation And Capacity Management written by David J. Schumacher and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1981 with Computers categories.
Computer Performance Evaluation
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Author :
language : en
Publisher:
Release Date : 1995
Computer Performance Evaluation written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995 with Digital computer simulation categories.
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.