Advanced Computer Performance Modeling And Simulation

Advanced Computer Performance Modeling And Simulation Book in PDF, ePub and Kindle version is available to download in english. Read online anytime anywhere directly from your device. Click on the download button below to get a free pdf file of Advanced Computer Performance Modeling And Simulation book. This book definitely worth reading, it is an incredibly well-written.

Advanced Computer Performance Modeling and Simulation

Kallol Bagchi,Jean Walrand,George Zobrist
Advanced Computer Performance Modeling and Simulation Book PDF

Author : Kallol Bagchi,Jean Walrand,George Zobrist
Publisher : CRC Press
Page : 360 pages
File Size : 50,8 Mb
Release : 1998-05-13
Category : Computers
ISBN : 9056995693

Get Book

Advanced Computer Performance Modeling and Simulation by Kallol Bagchi,Jean Walrand,George Zobrist Pdf

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.

Advanced Computer System Design

George Zobrist,Kallol Bagchi,Kishor Trivedi
Advanced Computer System Design Book PDF

Author : George Zobrist,Kallol Bagchi,Kishor Trivedi
Publisher : CRC Press
Page : 316 pages
File Size : 40,7 Mb
Release : 1999-01-18
Category : Computers
ISBN : 9056996347

Get Book

Advanced Computer System Design by George Zobrist,Kallol Bagchi,Kishor Trivedi Pdf

This text focuses on the major issues involved in computer design and architectures. Dealing primarily with systems and applications as related to advanced computer system design, it provides tutorials and surveys and relates new important research results. The intent is to provide a set of tools based on current research that will enable readers to overcome difficulties with the design and construction of advanced computer systems. 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. This book may be purchased as a set with its companion volume, Advanced Computer Performance Modeling and Simulation, edited by Kallol Bagchi, Jean Walrand and George Zobrist.

Network Performance Modeling and Simulation

Jean Walrand,Kallol Bagchi,George Zobrist
Network Performance Modeling and Simulation Book PDF

Author : Jean Walrand,Kallol Bagchi,George Zobrist
Publisher : CRC Press
Page : 338 pages
File Size : 42,5 Mb
Release : 2019-08-16
Category : Computers
ISBN : 9781000725322

Get Book

Network Performance Modeling and Simulation by Jean Walrand,Kallol Bagchi,George Zobrist Pdf

This book makes the argument that performance modeling and simulation have become central issues in computer science and engineering, in part due to applications to the structures comprising the Internet. Dealing primarily with theory, tools and techniques as related to communications systems, the volume provides tutorials and surveys and relates new important research results. Each chapter presents background information, describes and analyzes important work done in the field and provides direction to the reader on future work and further readings. The topics covered include traffic models for A TM networks, simulation environments, analytical methods, interprocessor communications, and an evaluation of process architectures.

Performance Modeling of Operating Systems Using Object-Oriented Simulations

José M. Garrido
Performance Modeling of Operating Systems Using Object Oriented Simulations Book PDF

Author : José M. Garrido
Publisher : Springer Science & Business Media
Page : 279 pages
File Size : 51,9 Mb
Release : 2006-04-11
Category : Computers
ISBN : 9780306469763

Get Book

Performance Modeling of Operating Systems Using Object-Oriented Simulations by José M. Garrido Pdf

This book introduces the fundamental concepts and practical simulation te- niques for modeling different aspects of operating systems to study their g- eral behavior and their performance. The approaches applied are obje- oriented modeling and process interaction approach to discrete-event simu- tion. The book depends on the basic modeling concepts and is more specialized than my previous book: Practical Process Simulation with Object-Oriented Techniques and C++, published by Artech House, Boston 1999. For a more detailed description see the Web location: http://science.kennesaw.edu/~jgarrido/mybook,html. Most other books on performance modeling use only analytical approaches, and very few apply these concepts to the study of operating systems. Thus, the unique feature of the book is that it concentrates on design aspects of operating systems using practical simulation techniques. In addition, the book illustrates the dynamic behavior of different aspects of operating systems using the various simulation models, with a general hands-on approach.

High Performance Computing Systems. Performance Modeling, Benchmarking, and Simulation

Stephen Jarvis,Steven Wright,Simon Hammond
High Performance Computing Systems Performance Modeling Benchmarking and Simulation Book PDF

Author : Stephen Jarvis,Steven Wright,Simon Hammond
Publisher : Springer
Page : 261 pages
File Size : 52,5 Mb
Release : 2017-12-22
Category : Computers
ISBN : 9783319729718

Get Book

High Performance Computing Systems. Performance Modeling, Benchmarking, and Simulation by Stephen Jarvis,Steven Wright,Simon Hammond Pdf

This book constitutes the refereed proceedings papers from the 8th International Workshop on Performance Modeling, Benchmarking and Simulation of High Performance Computing Systems, PMBS 2017, held in Denver, Colorado, USA, in November 2017. The 10 full papers and 3 short papers included in this volume were carefully reviewed and selected from 36 submissions. They were organized in topical sections named: performance evaluation and analysis; performance modeling and simulation; and short papers.

Performance Modeling for Computer Architects

C. M. Krishna
Performance Modeling for Computer Architects Book PDF

Author : C. M. Krishna
Publisher : John Wiley & Sons
Page : 408 pages
File Size : 41,7 Mb
Release : 1995-10-14
Category : Computers
ISBN : 0818670940

Get Book

Performance Modeling for Computer Architects by C. M. Krishna Pdf

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.

Analytical Performance Modeling for Computer Systems

Y.C. Tay
Analytical Performance Modeling for Computer Systems Book PDF

Author : Y.C. Tay
Publisher : Morgan & Claypool Publishers
Page : 173 pages
File Size : 41,6 Mb
Release : 2018-07-23
Category : Computers
ISBN : 9781681733906

Get Book

Analytical Performance Modeling for Computer Systems by Y.C. Tay Pdf

Engineering mechanics is one of the fundamental branches of science that is important in the education of professional engineers of any major. Most of the basic engineering courses, such as mechanics of materials, fluid and gas mechanics, machine design, mechatronics, acoustics, vibrations, etc. are based on engineering mechanics courses. In order to absorb the materials of engineering mechanics, it is not enough to consume just theoretical laws and theorems—a student also must develop an ability to solve practical problems. Therefore, it is necessary to solve many problems independently. This book is a part of a four-book series designed to supplement the engineering mechanics courses. This series instructs and applies the principles required to solve practical engineering problems in the following branches of mechanics: statics, kinematics, dynamics, and advanced kinetics. Each book contains between 6 and 8 topics on its specific branch and each topic features 30 problems to be assigned as homework, tests, and/or midterm/final exams with the consent of the instructor. A solution of one similar sample problem from each topic is provided. This first book contains seven topics of statics, the branch of mechanics concerned with the analysis of forces acting on construction systems without an acceleration (a state of the static equilibrium). The book targets the undergraduate students of the sophomore/junior level majoring in science and engineering.

Computer Architecture Performance Evaluation Methods

Lieven Eeckhout
Computer Architecture Performance Evaluation Methods Book PDF

Author : Lieven Eeckhout
Publisher : Springer Nature
Page : 132 pages
File Size : 47,7 Mb
Release : 2022-05-31
Category : Technology & Engineering
ISBN : 9783031017278

Get Book

Computer Architecture Performance Evaluation Methods by Lieven Eeckhout Pdf

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

High Performance Computing Systems. Performance Modeling, Benchmarking and Simulation

Stephen A. Jarvis,Steven A. Wright,Simon D. Hammond
High Performance Computing Systems Performance Modeling Benchmarking and Simulation Book PDF

Author : Stephen A. Jarvis,Steven A. Wright,Simon D. Hammond
Publisher : Springer
Page : 295 pages
File Size : 41,6 Mb
Release : 2014-09-30
Category : Computers
ISBN : 9783319102146

Get Book

High Performance Computing Systems. Performance Modeling, Benchmarking and Simulation by Stephen A. Jarvis,Steven A. Wright,Simon D. Hammond Pdf

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.

High Performance Computing Systems. Performance Modeling, Benchmarking, and Simulation

Stephen A. Jarvis,Steven A. Wright,Simon D. Hammond
High Performance Computing Systems Performance Modeling Benchmarking and Simulation Book PDF

Author : Stephen A. Jarvis,Steven A. Wright,Simon D. Hammond
Publisher : Springer
Page : 276 pages
File Size : 53,8 Mb
Release : 2015-04-20
Category : Computers
ISBN : 9783319172484

Get Book

High Performance Computing Systems. Performance Modeling, Benchmarking, and Simulation by Stephen A. Jarvis,Steven A. Wright,Simon D. Hammond Pdf

This book constitutes the thoroughly refereed proceedings of the 5th International Workshop, PMBS 2014 in New Orleans, LA, USA in November 2014. The 12 full and 2 short papers presented in this volume were carefully reviewed and selected from 53 submissions. The papers cover topics on performance benchmarking and optimization; performance analysis and prediction; and power, energy and checkpointing.

Network Systems Design

Erol Gelenbe,Kallol Bagchi,George Zobrist
Network Systems Design Book PDF

Author : Erol Gelenbe,Kallol Bagchi,George Zobrist
Publisher : CRC Press
Page : 294 pages
File Size : 55,6 Mb
Release : 1999-04-23
Category : Computers
ISBN : 9056996355

Get Book

Network Systems Design by Erol Gelenbe,Kallol Bagchi,George Zobrist Pdf

Addressing the major issues involved in network design and architectures, this text deals primarily with systems and application as related to network system design; it also provides tutorials and surveys and relates new important research results. The intent is to provide a set of tools based on current research that will enable readers to overcome difficulties with the design and construction of communications and computer networks. 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. This book may be purchased as a set with its companion volume, Network Performance Modeling and Simulation, edited by Jean Walrand, Kallol Bagchi, and George W. Zobrist.

Deterministic and Stochastic Approaches in Computer Modeling and Simulation

Romansky, Radi Petrov,Hinov, Nikolay Lyuboslavov
Deterministic and Stochastic Approaches in Computer Modeling and Simulation Book PDF

Author : Romansky, Radi Petrov,Hinov, Nikolay Lyuboslavov
Publisher : IGI Global
Page : 527 pages
File Size : 52,5 Mb
Release : 2023-10-09
Category : Computers
ISBN : 9781668489499

Get Book

Deterministic and Stochastic Approaches in Computer Modeling and Simulation by Romansky, Radi Petrov,Hinov, Nikolay Lyuboslavov Pdf

In the field of computer modeling and simulation, academic scholars face a pressing challenge—how to navigate the complex landscape of both deterministic and stochastic approaches to modeling. This multifaceted arena demands a unified organizational framework, a comprehensive guide that can seamlessly bridge the gap between theory and practical application. Without such a resource, scholars may struggle to harness the full potential of computer modeling, leaving critical questions unanswered and innovative solutions undiscovered. Deterministic and Stochastic Approaches in Computer Modeling and Simulation serves as the definitive solution to the complex problem scholars encounter. By presenting a comprehensive and unified organizational approach, this book empowers academics to conquer the challenges of computer modeling with confidence. It not only provides a classification of modeling methods but also offers a formalized, step-by-step approach to conducting model investigations, starting from defining objectives to analyzing experimental results. For academic scholars seeking a holistic understanding of computer modeling, this book is the ultimate solution. It caters to the diverse needs of scholars by addressing both deterministic and stochastic approaches. Through its structured chapters, it guides readers from the very basics of computer systems investigation to advanced topics like stochastic analytical modeling and statistical modeling.

Probability and Statistics with Reliability, Queuing, and Computer Science Applications

Kishor S. Trivedi
Probability and Statistics with Reliability Queuing and Computer Science Applications Book PDF

Author : Kishor S. Trivedi
Publisher : John Wiley & Sons
Page : 880 pages
File Size : 51,5 Mb
Release : 2016-07-11
Category : Computers
ISBN : 9780471460817

Get Book

Probability and Statistics with Reliability, Queuing, and Computer Science Applications by Kishor S. Trivedi Pdf

An accessible introduction to probability, stochastic processes, and statistics for computer science and engineering applications Second edition now also available in Paperback. This updated and revised edition of the popular classic first edition relates fundamental concepts in probability and statistics to the computer sciences and engineering. The author uses Markov chains and other statistical tools to illustrate processes in reliability of computer systems and networks, fault tolerance, and performance. This edition features an entirely new section on stochastic Petri nets—as well as new sections on system availability modeling, wireless system modeling, numerical solution techniques for Markov chains, and software reliability modeling, among other subjects. Extensive revisions take new developments in solution techniques and applications into account and bring this work totally up to date. It includes more than 200 worked examples and self-study exercises for each section. Probability and Statistics with Reliability, Queuing and Computer Science Applications, Second Edition offers a comprehensive introduction to probability, stochastic processes, and statistics for students of computer science, electrical and computer engineering, and applied mathematics. Its wealth of practical examples and up-to-date information makes it an excellent resource for practitioners as well. An Instructor's Manual presenting detailed solutions to all the problems in the book is available from the Wiley editorial department.

Modeling and Simulation in HPC and Cloud Systems

Joanna Kołodziej,Florin Pop,Ciprian Dobre
Modeling and Simulation in HPC and Cloud Systems Book PDF

Author : Joanna Kołodziej,Florin Pop,Ciprian Dobre
Publisher : Springer
Page : 155 pages
File Size : 40,6 Mb
Release : 2018-01-30
Category : Technology & Engineering
ISBN : 9783319737676

Get Book

Modeling and Simulation in HPC and Cloud Systems by Joanna Kołodziej,Florin Pop,Ciprian Dobre Pdf

This book consists of eight chapters, five of which provide a summary of the tutorials and workshops organised as part of the cHiPSet Summer School: High-Performance Modelling and Simulation for Big Data Applications Cost Action on “New Trends in Modelling and Simulation in HPC Systems,” which was held in Bucharest (Romania) on September 21–23, 2016. As such it offers a solid foundation for the development of new-generation data-intensive intelligent systems. Modelling and simulation (MS) in the big data era is widely considered the essential tool in science and engineering to substantiate the prediction and analysis of complex systems and natural phenomena. MS offers suitable abstractions to manage the complexity of analysing big data in various scientific and engineering domains. Unfortunately, big data problems are not always easily amenable to efficient MS over HPC (high performance computing). Further, MS communities may lack the detailed expertise required to exploit the full potential of HPC solutions, and HPC architects may not be fully aware of specific MS requirements. The main goal of the Summer School was to improve the participants’ practical skills and knowledge of the novel HPC-driven models and technologies for big data applications. The trainers, who are also the authors of this book, explained how to design, construct, and utilise the complex MS tools that capture many of the HPC modelling needs, from scalability to fault tolerance and beyond. In the final three chapters, the book presents the first outcomes of the school: new ideas and novel results of the research on security aspects in clouds, first prototypes of the complex virtual models of data in big data streams and a data-intensive computing framework for opportunistic networks. It is a valuable reference resource for those wanting to start working in HPC and big data systems, as well as for advanced researchers and practitioners.

Performance Modeling and Design of Computer Systems

Mor Harchol-Balter
Performance Modeling and Design of Computer Systems Book PDF

Author : Mor Harchol-Balter
Publisher : Cambridge University Press
Page : 573 pages
File Size : 52,7 Mb
Release : 2013-02-18
Category : Computers
ISBN : 9781107027503

Get Book

Performance Modeling and Design of Computer Systems by Mor Harchol-Balter Pdf

Written with computer scientists and engineers in mind, this book brings queueing theory decisively back to computer science.