Performance Modeling And Analysis Of Communication Networks

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Performance Modeling and Analysis of Communication Networks

Phuoc Tran-Gia,Tobias Hoßfeld
Performance Modeling and Analysis of Communication Networks Book PDF

Author : Phuoc Tran-Gia,Tobias Hoßfeld
Publisher : BoD – Books on Demand
Page : 370 pages
File Size : 52,8 Mb
Release : 2021-10-12
Category : Computers
ISBN : 9783958261525

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Performance Modeling and Analysis of Communication Networks by Phuoc Tran-Gia,Tobias Hoßfeld Pdf

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.

Performance Modeling of Communication Networks with Markov Chains

Jeonghoon Mo
Performance Modeling of Communication Networks with Markov Chains Book PDF

Author : Jeonghoon Mo
Publisher : Springer Nature
Page : 80 pages
File Size : 48,5 Mb
Release : 2022-05-31
Category : Computers
ISBN : 9783031799891

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Performance Modeling of Communication Networks with Markov Chains by Jeonghoon Mo Pdf

This book is an introduction to Markov chain modeling with applications to communication networks. It begins with a general introduction to performance modeling in Chapter 1 where we introduce different performance models. We then introduce basic ideas of Markov chain modeling: Markov property, discrete time Markov chain (DTMC) and continuous time Markov chain (CTMC). We also discuss how to find the steady state distributions from these Markov chains and how they can be used to compute the system performance metric. The solution methodologies include a balance equation technique, limiting probability technique, and the uniformization. We try to minimize the theoretical aspects of the Markov chain so that the book is easily accessible to readers without deep mathematical backgrounds. We then introduce how to develop a Markov chain model with simple applications: a forwarding system, a cellular system blocking, slotted ALOHA, Wi-Fi model, and multichannel based LAN model. The examples cover CTMC, DTMC, birth-death process and non birth-death process. We then introduce more difficult examples in Chapter 4, which are related to wireless LAN networks: the Bianchi model and Multi-Channel MAC model with fixed duration. These models are more advanced than those introduced in Chapter 3 because they require more advanced concepts such as renewal-reward theorem and the queueing network model. We introduce these concepts in the appendix as needed so that readers can follow them without difficulty. We hope that this textbook will be helpful to students, researchers, and network practitioners who want to understand and use mathematical modeling techniques. Table of Contents: Performance Modeling / Markov Chain Modeling / Developing Markov Chain Performance Models / Advanced Markov Chain Models

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 : 44,5 Mb
Release : 2019-08-16
Category : Computers
ISBN : 9781000725322

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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, Stochastic Networks, and Statistical Multiplexing, Second Edition

Ravi Mazumdar
Performance Modeling Stochastic Networks and Statistical Multiplexing Second Edition Book PDF

Author : Ravi Mazumdar
Publisher : Springer Nature
Page : 197 pages
File Size : 41,5 Mb
Release : 2022-05-31
Category : Computers
ISBN : 9783031792601

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Performance Modeling, Stochastic Networks, and Statistical Multiplexing, Second Edition by Ravi Mazumdar Pdf

This monograph presents a concise mathematical approach for modeling and analyzing the performance of communication networks with the aim of introducing an appropriate mathematical framework for modeling and analysis as well as understanding the phenomenon of statistical multiplexing. The models, techniques, and results presented form the core of traffic engineering methods used to design, control and allocate resources in communication networks.The novelty of the monograph is the fresh approach and insights provided by a sample-path methodology for queueing models that highlights the important ideas of Palm distributions associated with traffic models and their role in computing performance measures. The monograph also covers stochastic network theory including Markovian networks. Recent results on network utility optimization and connections to stochastic insensitivity are discussed. Also presented are ideas of large buffer, and many sources asymptotics that play an important role in understanding statistical multiplexing. In particular, the important concept of effective bandwidths as mappings from queueing level phenomena to loss network models is clearly presented along with a detailed discussion of accurate approximations for large networks.

Performance Modeling, Loss Networks, and Statistical Multiplexing

Ravi Mazumdar
Performance Modeling Loss Networks and Statistical Multiplexing Book PDF

Author : Ravi Mazumdar
Publisher : Morgan & Claypool
Page : 135 pages
File Size : 55,7 Mb
Release : 2009-11-15
Category : Computers
ISBN : 1608450767

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Performance Modeling, Loss Networks, and Statistical Multiplexing by Ravi Mazumdar Pdf

This monograph presents a concise mathematical approach for modeling and analyzing the performance of communication networks with the aim of understanding the phenomenon of statistical multiplexing. The novelty of the monograph is the fresh approach and insights provided by a sample-path methodology for queueing models that highlights the important ideas of Palm distributions associated with traffic models and their role in performance measures. Also presented are recent ideas of large buffer, and many sources asymptotics that play an important role in understanding statistical multiplexing. In particular, the important concept of effective bandwidths as mappings from queueing level phenomena to loss network models is clearly presented along with a detailed presentation of loss network models and accurate approximations for large networks. Table of Contents: Introduction to Traffic Models and Analysis / Queues and Performance Analysis / Loss Models for Networks / Statistical Multiplexing

Performance Modelling of Communication Networks and Computer Architectures

Peter G. Harrison,Naresh M. Patel
Performance Modelling of Communication Networks and Computer Architectures Book PDF

Author : Peter G. Harrison,Naresh M. Patel
Publisher : Addison Wesley Publishing Company
Page : 496 pages
File Size : 44,6 Mb
Release : 1993
Category : Computers
ISBN : UOM:39015029197608

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Performance Modelling of Communication Networks and Computer Architectures by Peter G. Harrison,Naresh M. Patel Pdf

With the growing need for effective communication networks in telecommunications and distributed computer systems, system designers need to be aware of the developments of sophisticated models for evaluating system performance. This book is ideally designed for performance engineers and system designers with the main focus of the text on queueing network models.

Power Distribution and Performance Analysis for Wireless Communication Networks

Dongmei Zhao
Power Distribution and Performance Analysis for Wireless Communication Networks Book PDF

Author : Dongmei Zhao
Publisher : Springer Science & Business Media
Page : 99 pages
File Size : 50,7 Mb
Release : 2012-02-25
Category : Computers
ISBN : 9781461432845

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Power Distribution and Performance Analysis for Wireless Communication Networks by Dongmei Zhao Pdf

This book provides an analysis of transmission power and network performance in different wireless communication networks. It presents the latest research and techniques for power and interference control and performance modeling in wireless communication networks with different network topologies, air interfaces, and transmission techniques. While studying the power distributions and resource management, the reader will also learn basic methodology and skills for problem formulations, can ascertain the complexity for designing radio resource management strategies in modern wireless communication networks, thus keeping pace with state-of-the-art research progress in radio transmission technologies.

Performance Modeling, Stochastic Networks, and Statistical Multiplexing

Ravi R. Mazumdar
Performance Modeling Stochastic Networks and Statistical Multiplexing Book PDF

Author : Ravi R. Mazumdar
Publisher : Unknown
Page : 0 pages
File Size : 46,6 Mb
Release : 2013
Category : Communication
ISBN : 1627051724

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Performance Modeling, Stochastic Networks, and Statistical Multiplexing by Ravi R. Mazumdar Pdf

Annotation This monograph presents a concise mathematical approach for modeling and analyzing the performance of communication networks with the aim of understanding the phenomenon of statistical multiplexing. The novelty of the monograph is the fresh approach and insights provided by a sample-path methodology for queueing models that highlights the important ideas of Palm distributions associated with traffic models and their role in performance measures. Also presented are recent ideas of large buffer, and many sources asymptotics that play an important role in understanding statistical multiplexing. In particular, the important concept of effective bandwidths as mappings from queueing level phenomena to loss network models is clearly presented along with a detailed presentation of loss network models and accurate approximations for large networks.

Analysis of Computer and Communication Networks

Fayez Gebali
Analysis of Computer and Communication Networks Book PDF

Author : Fayez Gebali
Publisher : Springer Science & Business Media
Page : 685 pages
File Size : 48,8 Mb
Release : 2008-06-24
Category : Technology & Engineering
ISBN : 9780387744377

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Analysis of Computer and Communication Networks by Fayez Gebali Pdf

Analysis of Computer and Communication Networks provides the basic techniques for modeling and analyzing two of the fundamental components of high performance networks: switching equipment, and software employed at the end nodes and intermediate switches. The book also reviews the design options used to build efficient switching equipment. Topics covered include Markov chains and queuing analysis, traffic modeling, interconnection networks, and switch architectures and buffering strategies. This book covers the mathematical theory and techniques necessary for analyzing telecommunication systems. Queuing and Markov chain analyses are provided for many protocols currently in use. The book then discusses in detail applications of Markov chains and queuing analysis to model more than 15 communications protocols and hardware components.

Performance Modeling of Communication Networks with Markov Chains

Jeonghoon Mo,John Baras,George Theodorakopoulos
Performance Modeling of Communication Networks with Markov Chains Book PDF

Author : Jeonghoon Mo,John Baras,George Theodorakopoulos
Publisher : Unknown
Page : 0 pages
File Size : 45,7 Mb
Release : 2010
Category : Artificial intelligence
ISBN : 8303179985

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Performance Modeling of Communication Networks with Markov Chains by Jeonghoon Mo,John Baras,George Theodorakopoulos Pdf

This book is an introduction to Markov chain modeling with applications to communication networks. It begins with a general introduction to performance modeling in Chapter 1 where we introduce different performance models. We then introduce basic ideas of Markov chain modeling: Markov property, discrete time Markov chain (DTMC) and continuous time Markov chain (CTMC). We also discuss how to find the steady state distributions from these Markov chains and how they can be used to compute the system performance metric. The solution methodologies include a balance equation technique, limiting probability technique, and the uniformization. We try to minimize the theoretical aspects of the Markov chain so that the book is easily accessible to readers without deep mathematical backgrounds. We then introduce how to develop a Markov chain model with simple applications: a forwarding system, a cellular system blocking, slotted ALOHA, Wi-Fi model, and multichannel based LAN model. The examples cover CTMC, DTMC, birth-death process and non birth-death process. We then introduce more difficult examples in Chapter 4, which are related to wireless LAN networks: the Bianchi model and Multi-Channel MAC model with fixed duration. These models are more advanced than those introduced in Chapter 3 because they require more advanced concepts such as renewal-reward theorem and the queueing network model. We introduce these concepts in the appendix as needed so that readers can follow them without difficulty. We hope that this textbook will be helpful to students, researchers, and network practitioners who want to understand and use mathematical modeling techniques. Table of Contents: Performance Modeling / Markov Chain Modeling / Developing Markov Chain Performance Models / Advanced Markov Chain Models.

An Introduction to Communication Network Analysis

George Kesidis
An Introduction to Communication Network Analysis Book PDF

Author : George Kesidis
Publisher : John Wiley & Sons
Page : 248 pages
File Size : 44,6 Mb
Release : 2007-08-24
Category : Computers
ISBN : 9780470168677

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An Introduction to Communication Network Analysis by George Kesidis Pdf

A self-contained text on modeling and performance evaluation of communication networks This quantitative book focuses on the real issues behind modeling and analysis of communication networks. The author covers a wide variety of topical networking subject matter based on the provided background material in probability, Markov chains, and queues. Leveraging this material, the author explores topics in local multiplexing and routing over three successive chapters, stressing both continuous-time and discrete-time contexts. The remaining chapters focus more directly on networking, such as traffic shaping and multiplexing, static routing, dynamic routing, and peer-to-peer file sharing systems. Providing more rigorous and technically deep coverage than most commonly used networking textbooks, An Introduction to Communication Network Analysis covers classical (e.g., queuing theory) and modern (e.g., pricing) aspects of networking in a clear, accessible manner. Chapters include: * Review of Elementary Probability Theory * Markov Chains * Introduction to Queuing Theory * Local Multiplexing * Queuing Networks with Static Routing * Dynamic Routing with Incentives * Peer-to-Peer File Sharing with Incentives Appendices include additional background information, solutions, and references for selected problems, making this an invaluable text for graduate-level students and networking researchers alike.

Performance Modelling and Analysis of Heterogeneous Networks

Demetres D. Kouvatsos
Performance Modelling and Analysis of Heterogeneous Networks Book PDF

Author : Demetres D. Kouvatsos
Publisher : CRC Press
Page : 489 pages
File Size : 52,6 Mb
Release : 2022-09-01
Category : Science
ISBN : 9781000793741

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Performance Modelling and Analysis of Heterogeneous Networks by Demetres D. Kouvatsos Pdf

Over the recent years, a considerable amount of effort has been devoted, both in industry and academia, towards the performance modelling, evaluation and prediction of convergent multi-service heterogeneous networks, such as wireless and optical networks, towards the design and dimensioning of the next and future generation Internets.This book follows Heterogeneous Networks: Traffic Engineering, Performance Evaluation Studies and Tools and presents recent advances in networks of diverse technology reflecting the state-of-the-art technology and research achievements in performance modelling, analysis and applications worldwide.Technical topics discussed in the book include:• Multiservice Switching Networks;• Multiservice Switching Networks;• Wireless Ad Hoc Networks;• Wireless Sensor Networks;• Wireless Cellular Networks;• Optical Networks;Heterogeneous Networks:- Performance Modelling and Analysis contains recently extended research papers, which have their roots in the series of the HET-NETs International Working Conferences focusing on the 'Performance Modelling and Evaluation of Heterogeneous Networks' under the auspices of the EU Networks of Excellence Euro-NGI and Euro-FGI.Heterogeneous Networks: Performance Modelling and Analysis is ideal for personnel in computer/communication industries as well as academic staff and master/research students in computer science, operational research, electrical engineering and telecommunication systems and the Internet.KeywordsHeterogeneous networks, performance modelling and analysis, wired networks, wireless networks: ad hoc, sensor and cellular, optical networks, next and future generation Internets.

Performance Analysis of Computer Networks

Matthew N.O. Sadiku,Sarhan M. Musa
Performance Analysis of Computer Networks Book PDF

Author : Matthew N.O. Sadiku,Sarhan M. Musa
Publisher : Springer Science & Business Media
Page : 279 pages
File Size : 45,6 Mb
Release : 2013-10-02
Category : Computers
ISBN : 9783319016467

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Performance Analysis of Computer Networks by Matthew N.O. Sadiku,Sarhan M. Musa Pdf

This book covers performance analysis of computer networks, and begins by providing the necessary background in probability theory, random variables, and stochastic processes. Queuing theory and simulation are introduced as the major tools analysts have access to. It presents performance analysis on local, metropolitan, and wide area networks, as well as on wireless networks. It concludes with a brief introduction to self-similarity. Designed for a one-semester course for senior-year undergraduates and graduate engineering students, it may also serve as a fingertip reference for engineers developing communication networks, managers involved in systems planning, and researchers and instructors of computer communication networks.

Performance Analysis of Communications Networks and Systems

Piet Van Mieghem
Performance Analysis of Communications Networks and Systems Book PDF

Author : Piet Van Mieghem
Publisher : Cambridge University Press
Page : 545 pages
File Size : 53,5 Mb
Release : 2009-04-09
Category : Technology & Engineering
ISBN : 9781139450829

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Performance Analysis of Communications Networks and Systems by Piet Van Mieghem Pdf

This rigourous and self-contained book describes mathematical and, in particular, stochastic methods to assess the performance of networked systems. It consists of three parts. The first part is a review on probability theory. Part two covers the classical theory of stochastic processes (Poisson, renewal, Markov and queuing theory), which are considered to be the basic building blocks for performance evaluation studies. Part three focuses on the relatively new field of the physics of networks. This part deals with the recently obtained insights that many very different large complex networks - such as the Internet, World Wide Web, proteins, utility infrastructures, social networks - evolve and behave according to more general common scaling laws. This understanding is useful when assessing the end-to-end quality of communications services, for example, in Internet telephony, real-time video and interacting games. Containing problems and solutions, this book is ideal for graduate students taking courses in performance analysis.

Reliability and Availability Engineering

Kishor S. Trivedi,Andrea Bobbio
Reliability and Availability Engineering Book PDF

Author : Kishor S. Trivedi,Andrea Bobbio
Publisher : Cambridge University Press
Page : 729 pages
File Size : 55,5 Mb
Release : 2017-08-03
Category : Computers
ISBN : 9781107099500

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Reliability and Availability Engineering by Kishor S. Trivedi,Andrea Bobbio Pdf

Learn about the techniques used for evaluating the reliability and availability of engineered systems with this comprehensive guide.