Solving performance models based on basic queueing theory formulas

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Publisher : GRIN Verlag
ISBN 13 : 3668578532
Total Pages : 52 pages
Book Rating : 4.6/5 (685 download)

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Book Synopsis Solving performance models based on basic queueing theory formulas by : Tatjana Weber

Download or read book Solving performance models based on basic queueing theory formulas written by Tatjana Weber and published by GRIN Verlag. This book was released on 2017-11-23 with total page 52 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bachelor Thesis from the year 2017 in the subject Computer Science - Software, grade: 1,3, University of Würzburg, language: English, abstract: The importance and complexity of modern IT systems increased in the last decades. To ensure resource efficiency and Quality-of-Service demands, performance evaluation is useful at every stage in the life cycle of an IT system. Simulation-based performance analysis has a wide application, but computational costs grow the more complex the system of interest gets. However, analytical methods have a relatively high accuracy in the performance measures and in efficiency, so results can often be computed significantly faster. This thesis focuses on basic queueing theory. To represent complex IT systems Queueing Network models have been extensively applied. Possibilities and limitations of mapping basic queueing formulas on Queueing Network models are presented by using theoretical knowledge and practical comparison of a self-developed analysis tool with a simulation tool. Deviations in performance measures and savings on computational costs of the analytical solver are shown and by this the usefulness of analytical procedures will be underlined exemplarily.

An Introduction to Queueing Theory

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Publisher : Hodder Education
ISBN 13 :
Total Pages : 234 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis An Introduction to Queueing Theory by : Brian D. Bunday

Download or read book An Introduction to Queueing Theory written by Brian D. Bunday and published by Hodder Education. This book was released on 1996 with total page 234 pages. Available in PDF, EPUB and Kindle. Book excerpt: Developed from a successful course on queueing theory for students in operational research, this textbook develops a wide variety of realistic queueing systems. The models are developed carefully and linked to important examples. The material assumes a background in calculus and probability. Topics include birth-death models, Markov chains, and transient solutions, and the book includes numerous exercises with solutions.

Performance Modeling and Design of Computer Systems

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Publisher : Cambridge University Press
ISBN 13 : 1107027500
Total Pages : 573 pages
Book Rating : 4.1/5 (7 download)

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Book Synopsis Performance Modeling and Design of Computer Systems by : Mor Harchol-Balter

Download or read book Performance Modeling and Design of Computer Systems written by Mor Harchol-Balter and published by Cambridge University Press. This book was released on 2013-02-18 with total page 573 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written with computer scientists and engineers in mind, this book brings queueing theory decisively back to computer science.

Queueing

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Publisher :
ISBN 13 :
Total Pages : 388 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Queueing by : Walter C. Giffin

Download or read book Queueing written by Walter C. Giffin and published by . This book was released on 1978 with total page 388 pages. Available in PDF, EPUB and Kindle. Book excerpt: Elementary markov chains; Markov chain computations; Continuous time processes; Birth-death process in queues; Prototype steady-state models; Transient solutions; Time varying inputs; Imbedded markov chains; Bulk queues; Networks of queues; Special topics; Model selection and data analysis; Parameter estimation and hypothesis testing.

Queueing Networks and Markov Chains

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Publisher : John Wiley & Sons
ISBN 13 : 0471791563
Total Pages : 896 pages
Book Rating : 4.4/5 (717 download)

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Book Synopsis Queueing Networks and Markov Chains by : Gunter Bolch

Download or read book Queueing Networks and Markov Chains written by Gunter Bolch and published by John Wiley & Sons. This book was released on 2006-05-05 with total page 896 pages. Available in PDF, EPUB and Kindle. Book excerpt: Critically acclaimed text for computer performance analysis--now in its second edition The Second Edition of this now-classic text provides a current and thorough treatment of queueing systems, queueing networks, continuous and discrete-time Markov chains, and simulation. Thoroughly updated with new content, as well as new problems and worked examples, the text offers readers both the theory and practical guidance needed to conduct performance and reliability evaluations of computer, communication, and manufacturing systems. Starting with basic probability theory, the text sets the foundation for the more complicated topics of queueing networks and Markov chains, using applications and examples to illustrate key points. Designed to engage the reader and build practical performance analysis skills, the text features a wealth of problems that mirror actual industry challenges. New features of the Second Edition include: * Chapter examining simulation methods and applications * Performance analysis applications for wireless, Internet, J2EE, and Kanban systems * Latest material on non-Markovian and fluid stochastic Petri nets, as well as solution techniques for Markov regenerative processes * Updated discussions of new and popular performance analysis tools, including ns-2 and OPNET * New and current real-world examples, including DiffServ routers in the Internet and cellular mobile networks With the rapidly growing complexity of computer and communication systems, the need for this text, which expertly mixes theory and practice, is tremendous. Graduate and advanced undergraduate students in computer science will find the extensive use of examples and problems to be vital in mastering both the basics and the fine points of the field, while industry professionals will find the text essential for developing systems that comply with industry standards and regulations.

Performance Prediction and Analytics of Fuzzy, Reliability and Queuing Models

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Publisher : Springer
ISBN 13 : 9811308578
Total Pages : 282 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Performance Prediction and Analytics of Fuzzy, Reliability and Queuing Models by : Kusum Deep

Download or read book Performance Prediction and Analytics of Fuzzy, Reliability and Queuing Models written by Kusum Deep and published by Springer. This book was released on 2018-08-26 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the latest developments and breakthroughs in fuzzy theory and performance prediction of queuing and reliability models by using the stochastic modeling and optimization theory. The main focus is on analytics that use fuzzy logic, queuing and reliability theory for the performance prediction and optimal design of real-time engineering systems including call centers, telecommunication, manufacturing, service organizations, etc. For the day-to-day as well as industrial queuing situations and reliability prediction of machining parts embedded in computer, communication and manufacturing systems, the book assesses various measures of performance and effectiveness that can provide valuable insights and help arrive at the best decisions with regard to service and engineering systems. In twenty chapters, the book presents both theoretical developments and applications of the fuzzy logic, reliability and queuing models in a diverse range of scenarios. The topics discussed will be of interest to researchers, educators and undergraduate students in the fields of Engineering, Business Management, and the Mathematical Sciences.

Computer Networks and Systems

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Publisher : Springer Science & Business Media
ISBN 13 : 1461211646
Total Pages : 418 pages
Book Rating : 4.4/5 (612 download)

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Book Synopsis Computer Networks and Systems by : Thomas G. Robertazzi

Download or read book Computer Networks and Systems written by Thomas G. Robertazzi and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: Intended for a first course in performance evaluation, this is a self-contained treatment covering all aspects of queuing theory. It starts by introducing readers to the terminology and usefulness of queueing theory and continues by considering Markovian queues in equilibrium, Littles law, reversibility, transient analysis, and computation, plus the M/G/1 queuing system. It then moves on to cover networks of queues, and concludes with techniques for numerical solutions, a discussion of the PANACEA technique, discrete time queueing systems and simulation, and stochastic Petri networks. The whole is backed by case studies of distributed queueing networks arising in industrial applications. This third edition includes a new chapter on self-similar traffic, many new problems, and solutions for many exercises.

Fundamentals of Queuing Systems

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Publisher : Springer Science & Business Media
ISBN 13 : 146143713X
Total Pages : 187 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Fundamentals of Queuing Systems by : Nick T. Thomopoulos

Download or read book Fundamentals of Queuing Systems written by Nick T. Thomopoulos and published by Springer Science & Business Media. This book was released on 2012-03-27 with total page 187 pages. Available in PDF, EPUB and Kindle. Book excerpt: Waiting in lines is a staple of everyday human life. Without really noticing, we are doing it when we go to buy a ticket at a movie theater, stop at a bank to make an account withdrawal, or proceed to checkout a purchase from one of our favorite department stores. Oftentimes, waiting lines are due to overcrowded, overfilling, or congestion; any time there is more customer demand for a service than can be provided, a waiting line forms. Queuing systems is a term used to describe the methods and techniques most ideal for measuring the probability and statistics of a wide variety of waiting line models. This book provides an introduction to basic queuing systems, such as M/M/1 and its variants, as well as newer concepts like systems with priorities, networks of queues, and general service policies. Numerical examples are presented to guide readers into thinking about practical real-world applications, and students and researchers will be able to apply the methods learned to designing queuing systems that extend beyond the classroom. Very little has been published in the area of queuing systems, and this volume will appeal to graduate-level students, researchers, and practitioners in the areas of management science, applied mathematics, engineering, computer science, and statistics.

Introduction to the Modelling and Analysis of Queuing Systems

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Publisher :
ISBN 13 : 9788497692571
Total Pages : 207 pages
Book Rating : 4.6/5 (925 download)

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Book Synopsis Introduction to the Modelling and Analysis of Queuing Systems by : Fermín Mallor

Download or read book Introduction to the Modelling and Analysis of Queuing Systems written by Fermín Mallor and published by . This book was released on 2010-06-14 with total page 207 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents fundamental concepts and models of queuing theory ata an introductory level and provides useful analysis tools. Whitout losing the mathematical rigor, the contents ares exposed in a etepwise maner and are ilustrated by including many examples. The book is organised in seven chapters dealing with different topics of queuing theory and models, plus a last oner with the solutions to the exercises prposed at the end of these chapters. The first chapter introduces the notation and the structure of a queuing model as well as its performance measures and the decision problem associated when we consider its optimal dimensioning. In chapter two the foundations of Markov Chains are provided. Basic queuing models, based in birth and death processes, are studied in chapter three meanwhile the next chapter is devoted to extend theses markovian models. Chapter five analyses some simple non markovian queuing models. Chapter six addresses networks of queues at an introductory level. The last chapter uses the stochastic simulation as analysis tool for complicated queuing models. This book is intended for economics, management sciencies and engineering student that follow a course in operations research or decision methods.

Applications of Queueing Theory

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Publisher : Springer Science & Business Media
ISBN 13 : 9400959702
Total Pages : 314 pages
Book Rating : 4.4/5 (9 download)

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Book Synopsis Applications of Queueing Theory by : C. Newell

Download or read book Applications of Queueing Theory written by C. Newell and published by Springer Science & Business Media. This book was released on 2013-03-09 with total page 314 pages. Available in PDF, EPUB and Kindle. Book excerpt: The literature on queueing theory is already very large. It contains more than a dozen books and about a thousand papers devoted exclusively to the subject; plus many other books on probability theory or operations research in which queueing theory is discussed. Despite this tremendous activity, queueing theory, as a tool for analysis of practical problems, remains in a primitive state; perhaps mostly because the theory has been motivated only superficially by its potential applications. People have devoted great efforts to solving the 'wrong problems. ' Queueing theory originated as a very practical subject. Much ofthe early work was motivated by problems concerning telephone traffic. Erlang, in particular, made many important contributions to the subject in the early part of this century. Telephone traffic remained one of the principle applications until about 1950. After World War II, activity in the fields of operations research and probability theory grew rapidly. Queueing theory became very popular, particularly in the late 1950s, but its popularity did not center so much around its applications as around its mathematical aspects. With the refine ment of some clever mathematical tricks, it became clear that exact solutions could be found for a large number of mathematical problems associated with models of queueing phenomena. The literature grew from 'solutions looking for a problem' rather than from 'problems looking for a solution.

Fundamentals of Queueing Theory

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Publisher : John Wiley & Sons
ISBN 13 : 111894352X
Total Pages : 576 pages
Book Rating : 4.1/5 (189 download)

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Book Synopsis Fundamentals of Queueing Theory by : John F. Shortle

Download or read book Fundamentals of Queueing Theory written by John F. Shortle and published by John Wiley & Sons. This book was released on 2018-04-10 with total page 576 pages. Available in PDF, EPUB and Kindle. Book excerpt: The definitive guide to queueing theory and its practical applications—features numerous real-world examples of scientific, engineering, and business applications Thoroughly updated and expanded to reflect the latest developments in the field, Fundamentals of Queueing Theory, Fifth Edition presents the statistical principles and processes involved in the analysis of the probabilistic nature of queues. Rather than focus narrowly on a particular application area, the authors illustrate the theory in practice across a range of fields, from computer science and various engineering disciplines to business and operations research. Critically, the text also provides a numerical approach to understanding and making estimations with queueing theory and provides comprehensive coverage of both simple and advanced queueing models. As with all preceding editions, this latest update of the classic text features a unique blend of the theoretical and timely real-world applications. The introductory section has been reorganized with expanded coverage of qualitative/non-mathematical approaches to queueing theory, including a high-level description of queues in everyday life. New sections on non-stationary fluid queues, fairness in queueing, and Little’s Law have been added, as has expanded coverage of stochastic processes, including the Poisson process and Markov chains. • Each chapter provides a self-contained presentation of key concepts and formulas, to allow readers to focus independently on topics relevant to their interests • A summary table at the end of the book outlines the queues that have been discussed and the types of results that have been obtained for each queue • Examples from a range of disciplines highlight practical issues often encountered when applying the theory to real-world problems • A companion website features QtsPlus, an Excel-based software platform that provides computer-based solutions for most queueing models presented in the book. Featuring chapter-end exercises and problems—all of which have been classroom-tested and refined by the authors in advanced undergraduate and graduate-level courses—Fundamentals of Queueing Theory, Fifth Edition is an ideal textbook for courses in applied mathematics, queueing theory, probability and statistics, and stochastic processes. This book is also a valuable reference for practitioners in applied mathematics, operations research, engineering, and industrial engineering.

Queueing Systems

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Publisher : Wiley-Interscience
ISBN 13 : 9780471555681
Total Pages : 0 pages
Book Rating : 4.5/5 (556 download)

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Book Synopsis Queueing Systems by : Leonard Kleinrock

Download or read book Queueing Systems written by Leonard Kleinrock and published by Wiley-Interscience. This book was released on 1996-04-12 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This manual contains all the problems to Leonard Kleinrock'sQueueing Systems, Volume One, and their solutions. The manualoffers a concise introduction so that it can be used independentlyfrom the text. Contents include: * A Queueing Theory Primer * Random Processes * Birth-Death Queueing Systems * Markovian Queues * The Queue M/G/1 * The Queue G/M/m * The Queue G/G/1

Stochastic Models in Queueing Theory

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Publisher : Elsevier
ISBN 13 : 008054181X
Total Pages : 501 pages
Book Rating : 4.0/5 (85 download)

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Book Synopsis Stochastic Models in Queueing Theory by : Jyotiprasad Medhi

Download or read book Stochastic Models in Queueing Theory written by Jyotiprasad Medhi and published by Elsevier. This book was released on 2002-11-06 with total page 501 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is a graduate level textbook that covers the fundamental topics in queuing theory. The book has a broad coverage of methods to calculate important probabilities, and gives attention to proving the general theorems. It includes many recent topics, such as server-vacation models, diffusion approximations and optimal operating policies, and more about bulk-arrival and bull-service models than other general texts. - Current, clear and comprehensive coverage - A wealth of interesting and relevant examples and exercises to reinforce concepts - Reference lists provided after each chapter for further investigation

Analysis of Queues

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Publisher : CRC Press
ISBN 13 : 1439806594
Total Pages : 788 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Analysis of Queues by : Natarajan Gautam

Download or read book Analysis of Queues written by Natarajan Gautam and published by CRC Press. This book was released on 2012-04-26 with total page 788 pages. Available in PDF, EPUB and Kindle. Book excerpt: Analysis of queues is used in a variety of domains including call centers, web servers, internet routers, manufacturing and production, telecommunications, transportation, hospitals and clinics, restaurants, and theme parks. Combining elements of classical queueing theory with some of the recent advances in studying stochastic networks, this book covers a broad range of applications. It contains numerous real-world examples and industrial applications in all chapters. The text is suitable for graduate courses, as well as researchers, consultants and analysts that work on performance modeling or use queueing models as analysis tools.

Probability, Markov Chains, Queues, and Simulation

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Publisher : Princeton University Press
ISBN 13 : 1400832810
Total Pages : 777 pages
Book Rating : 4.4/5 (8 download)

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Book Synopsis Probability, Markov Chains, Queues, and Simulation by : William J. Stewart

Download or read book Probability, Markov Chains, Queues, and Simulation written by William J. Stewart and published by Princeton University Press. This book was released on 2009-07-06 with total page 777 pages. Available in PDF, EPUB and Kindle. Book excerpt: Probability, Markov Chains, Queues, and Simulation provides a modern and authoritative treatment of the mathematical processes that underlie performance modeling. The detailed explanations of mathematical derivations and numerous illustrative examples make this textbook readily accessible to graduate and advanced undergraduate students taking courses in which stochastic processes play a fundamental role. The textbook is relevant to a wide variety of fields, including computer science, engineering, operations research, statistics, and mathematics. The textbook looks at the fundamentals of probability theory, from the basic concepts of set-based probability, through probability distributions, to bounds, limit theorems, and the laws of large numbers. Discrete and continuous-time Markov chains are analyzed from a theoretical and computational point of view. Topics include the Chapman-Kolmogorov equations; irreducibility; the potential, fundamental, and reachability matrices; random walk problems; reversibility; renewal processes; and the numerical computation of stationary and transient distributions. The M/M/1 queue and its extensions to more general birth-death processes are analyzed in detail, as are queues with phase-type arrival and service processes. The M/G/1 and G/M/1 queues are solved using embedded Markov chains; the busy period, residual service time, and priority scheduling are treated. Open and closed queueing networks are analyzed. The final part of the book addresses the mathematical basis of simulation. Each chapter of the textbook concludes with an extensive set of exercises. An instructor's solution manual, in which all exercises are completely worked out, is also available (to professors only). Numerous examples illuminate the mathematical theories Carefully detailed explanations of mathematical derivations guarantee a valuable pedagogical approach Each chapter concludes with an extensive set of exercises

Manufacturing Systems Modeling and Analysis

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Publisher : Springer Science & Business Media
ISBN 13 : 3540887636
Total Pages : 338 pages
Book Rating : 4.5/5 (48 download)

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Book Synopsis Manufacturing Systems Modeling and Analysis by : Guy L. Curry

Download or read book Manufacturing Systems Modeling and Analysis written by Guy L. Curry and published by Springer Science & Business Media. This book was released on 2008-11-14 with total page 338 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook was developed to ?ll the need for an accessible but comprehensive presentation of the analytical approaches for modeling and analyzing models of manufacturing and production systems. It is an out growth of the efforts within the Industrial and Systems Engineering Department at Texas A&M to develop and teach an analytically based undergraduate course on probabilisticmodeling of m- ufacturingtype systems. The level of this textbook is directed at undergraduate and masters students in engineering and mathematical sciences. The only prerequisite for students using this textbook is a previous course covering calculus-based pr- abilityand statistics. The underlyingmethodology is queueing theory, and we shall develop the basic concepts in queueing theory in suf?cient detail that the reader need not have previously covered it. Queueing theory is a well-established dis- plinedatingback to theearly 1900’sworkof A. K. Erlang, a Danish mathematician, on telephone traf?c congestion. Although there are many textbooks on queueing theory, these texts are generally oriented to the methodological development of the ?eld and exact results and not to the practical application of using approximations in realistic modeling situations. The application of queueing theory to manufact- ing type systems started with the approximation based work of Ward Whitt in the 1980’s. His paper on QNA (a queueing network analyzer) in 1983 is the base from which most applied modeling efforts have evolved. There are several textbooks with titles similar to this book.

Queueing Theory in Manufacturing Systems Analysis and Design

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 9780412387203
Total Pages : 426 pages
Book Rating : 4.3/5 (872 download)

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Book Synopsis Queueing Theory in Manufacturing Systems Analysis and Design by : H.T. Papadopolous

Download or read book Queueing Theory in Manufacturing Systems Analysis and Design written by H.T. Papadopolous and published by Springer Science & Business Media. This book was released on 1993-09-30 with total page 426 pages. Available in PDF, EPUB and Kindle. Book excerpt: The objective of the book is to acquaint the reader with the use of queueing theory in the analysis of manufacturing systems.