Performance Evaluation of Complex Systems: Techniques and Tools

Performance Evaluation of Complex Systems: Techniques and Tools PDF Author: Maria Carla Calzarossa
Publisher: Springer
ISBN: 3540457984
Category : Computers
Languages : en
Pages : 509

Book Description
This book presents the tutorial lectures given by leading experts in the area at the IFIP WG 7.3 International Symposium on Computer Modeling, Measurement and Evaluation, Performance 2002, held in Rome, Italy in September 2002.The survey papers presented are devoted to theoretical and methodological advances in performance and reliability evaluation as well as new perspectives in the major application fields. Modeling and verification issues, solution methods, workload characterization, and benchmarking are addressed from the methodological point of view. Among the applications dealt with are hardware and software architectures, wired and wireless networks, grid environments, Web services, and real-time voice and video processing.This book is intended to serve as a state-of-the-art survey and reference for students, scientists, and engineers active in the area of performance and reliability evaluation.

System Modeling and Analysis

System Modeling and Analysis PDF Author: Hisashi Kobayashi
Publisher: Prentice Hall
ISBN: 013034835X
Category : Electronic digital computers
Languages : en
Pages : 801

Book Description
"Kobayashi and Mark present the most up-to-date analytical models, simulation techniques, and computational algorithms useful for performance evaluation of complex systems - including computer systems, communication networks, transportation systems, and manufacturing systems. Broader in scope than other texts, this book provides more in-depth coverage of topics such as computational algorithms and approximations. It appeals to students with a background or interest in a wide range of areas, including systems analysis or telecommunication networks."--Publisher's website.

Performance Analysis of Complex Networks and Systems

Performance Analysis of Complex Networks and Systems PDF Author: Piet Van Mieghem
Publisher: Cambridge University Press
ISBN: 1107058600
Category : Computers
Languages : en
Pages : 692

Book Description
Provides the mathematical, stochastic and graph theoretic methods to analyse the performance and robustness of complex networks and systems.

Performance Evaluation of Complex Systems

Performance Evaluation of Complex Systems PDF Author: Calzarossa
Publisher:
ISBN: 9783662180365
Category :
Languages : en
Pages : 516

Book Description


Modeling of Complex Systems

Modeling of Complex Systems PDF Author: V. Vemuri
Publisher: Academic Press
ISBN: 1483267520
Category : Technology & Engineering
Languages : en
Pages : 465

Book Description
Modeling of Complex Systems: An Introduction describes the framework of complex systems. This book discusses the language of system theory, taxonomy of system concepts, steps in model building, and establishing relations using physical laws. The statistical attributes of data, generation of random numbers fundamental problems of recognition, and input-output type models are also elaborated. This text likewise covers the optimization with equality constraints, transfer function models, and competition among species. This publication is written primarily for senior undergraduate students and beginning graduate students who are interested in an interdisciplinary or multidisciplinary approach to large-scale or complex problems of contemporary societal interest.

Nostradamus 2014: Prediction, Modeling and Analysis of Complex Systems

Nostradamus 2014: Prediction, Modeling and Analysis of Complex Systems PDF Author: Ivan Zelinka
Publisher: Springer
ISBN: 3319074016
Category : Technology & Engineering
Languages : en
Pages : 463

Book Description
The prediction of behavior of complex systems, analysis and modeling of its structure is a vitally important problem in engineering, economy and generally in science today. Examples of such systems can be seen in the world around us (including our bodies) and of course in almost every scientific discipline including such “exotic” domains as the earth’s atmosphere, turbulent fluids, economics (exchange rate and stock markets), population growth, physics (control of plasma), information flow in social networks and its dynamics, chemistry and complex networks. To understand such complex dynamics, which often exhibit strange behavior, and to use it in research or industrial applications, it is paramount to create its models. For this purpose there exists a rich spectrum of methods, from classical such as ARMA models or Box Jenkins method to modern ones like evolutionary computation, neural networks, fuzzy logic, geometry, deterministic chaos amongst others. This proceedings book is a collection of accepted papers of the Nostradamus conference that has been held in Ostrava, Czech Republic in June 2014. This book also includes outstanding keynote lectures by distinguished guest speakers: René Lozi (France), Ponnuthurai Nagaratnam Suganthan (Singapore) and Lars Nolle (Germany). The main aim of the conference was to create a periodical possibility for students, academics and researchers to exchange their ideas and novel research methods. This conference establishes a forum for presentation and discussion of recent research trends in the area of applications of various predictive methods.

Reliability and Maintenance of Complex Systems

Reliability and Maintenance of Complex Systems PDF Author: Süleyman Özekici
Publisher: Springer Science & Business Media
ISBN: 3662032740
Category : Computers
Languages : en
Pages : 597

Book Description
Complex high-technology devices are in growing use in industry, service sectors, and everyday life. Their reliability and maintenance is of utmost importance in view of their cost and critical functions. This book focuses on this theme and is intended to serve as a graduate-level textbook and reference book for scientists and academics in the field. The chapters are grouped into five complementary parts that cover the most important aspects of reliability and maintenance: stochastic models of reliability and maintenance, decision models involving optimal replacement and repair, stochastic methods in software engineering, computational methods and simulation, and maintenance management systems. This wide range of topics provides the reader with a complete picture in a self-contained volume.

Human Factors in Simple and Complex Systems

Human Factors in Simple and Complex Systems PDF Author: Robert W. Proctor
Publisher: CRC Press
ISBN: 1482229579
Category : Computers
Languages : en
Pages : 676

Book Description
Recently, there have been a number of advances in technology, including in mobile devices, globalization of companies, display technologies and healthcare, all of which require significant input and evaluation from human factors specialists. Accordingly, this textbook has been completely updated, with some chapters folded into other chapters and new chapters added where needed. The text continues to fill the need for a textbook that bridges the gap between the conceptual and empirical foundations of the field.

Computational Intelligence and Blockchain in Complex Systems

Computational Intelligence and Blockchain in Complex Systems PDF Author: Fadi Al-Turjman
Publisher: Elsevier
ISBN: 0443132747
Category : Computers
Languages : en
Pages : 321

Book Description
Computational Intelligence and Blockchain in Complex Systems provides readers with a guide to understanding the dynamics of AI, Machine Learning, and Computational Intelligence in Blockchain, and how these rapidly developing technologies are revolutionizing a variety of interdisciplinary research fields and applications. The book examines the role of Computational Intelligence and Machine Learning in the development of algorithms to deploy Blockchain technology across a number of applications, including healthcare, insurance, smart grid, smart contracts, digital currency, precision agriculture, and supply chain. The authors cover the unique and developing intersection between cyber security and Blockchain in modern networks, as well as in-depth studies on cyber security challenges and multidisciplinary methods in modern Blockchain networks. Readers will find mathematical equations throughout the book as part of the underlying concepts and foundational methods, especially the complex algorithms involved in Blockchain security aspects for hashing, coding, and decoding. Computational Intelligence and Blockchain in Complex Systems provides readers with the most in-depth technical guide to the intersection of Computational Intelligence and Blockchain, two of the most important technologies for the development of next generation complex systems. - Covers the research issues and concepts of machine learning technology in blockchain - Provides in-depth information about handling and managing personal data by machine learning methods in blockchain - Helps readers understand the links between computational intelligence, blockchain, complex systems, and developing secure applications in multidisciplinary sectors

Workload Modeling for Computer Systems Performance Evaluation

Workload Modeling for Computer Systems Performance Evaluation PDF Author: Dror G. Feitelson
Publisher: Cambridge University Press
ISBN: 1107078237
Category : Computers
Languages : en
Pages : 569

Book Description
A book for experts and practitioners, emphasizing the intuition and reasoning behind definitions and derivations related to evaluating computer systems performance.