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| Author | : Kihong Park |
| Publisher | : Wiley-Interscience |
| Total Pages | : 584 |
| Release | : 2000-09-04 |
| Genre | : Computers |
| ISBN | : |
A collection of work from top researchers in the field, this book covers all aspects of self-similar network traffic. Readers will gain a better understanding of these networks through a broad introduction to the topic, as well as suggestions for future research.
| Author | : Oleg Sheluhin |
| Publisher | : John Wiley & Sons |
| Total Pages | : 334 |
| Release | : 2007-03-13 |
| Genre | : Technology & Engineering |
| ISBN | : 9780470062104 |
For the first time the problems of voice services self-similarity are discussed systematically and in detail with specific examples and illustrations. Self-Similar Processes in Telecommunications considers the self-similar (fractal and multifractal) models of telecommunication traffic and efficiency based on the assumption that its traffic has fractal or multifractal properties (is self-similar). The theoretical aspects of the most well-known traffic models demonstrating self-similar properties are discussed in detail and the comparative analysis of the different models’ efficiency for self-similar traffic is presented. This book demonstrates how to use self-similar processes for designing new telecommunications systems and optimizing existing networks so as to achieve maximum efficiency and serviceability. The approach is rooted in theory, describing the algorithms (the logical arithmetical or computational procedures that define how a task is performed) for modeling these self-similar processes. However, the language and ideas are essentially accessible for those who have a general knowledge of the subject area and the advice is highly practical: all models, problems and solutions are illustrated throughout using numerous real-world examples. Adopts a detailed, theoretical, yet broad-based and practical mathematical approach for designing and operating numerous types of telecommunications systems and networks so as to achieve maximum efficiency Places the subject in context, describing the current algorithms that make up the fractal or self-similar processes while pointing to the future development of the technology Offers a comparative analysis of the different types of self-similar process usage within the context of local area networks, wide area networks and in the modeling of video traffic and mobile communications networks Describes how mathematical models are used as a basis for building numerous types of network, including voice, audio, data, video, multimedia services and IP (Internet Protocol) telephony The book will appeal to the wide range of specialists dealing with the design and exploitation of telecommunication systems. It will be useful for the post-graduate students, lecturers and researchers connected with communication networks disciplines.
| Author | : Jarmo Harju |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 597 |
| Release | : 2006-05-15 |
| Genre | : Computers |
| ISBN | : 3540344292 |
This book constitutes the refereed proceedings of the 6th International Conference on Next Generation Teletraffic and Wired/Wireless Advanced Networking, NEW2AN 2006, held in St. Petersburg, Russia in May/June 2006. The 49 revised full papers presented together with 2 keynote talks were carefully reviewed and selected from a total of 137 submissions. The papers are organized in topical sections on teletraffic, traffic characterization and modeling, 3G/UMTS, sensor networks, WLAN, QoS, MANETs, lower layer techniques, PAN technologies, and TCP.
| Author | : Paul Embrechts |
| Publisher | : Princeton University Press |
| Total Pages | : 125 |
| Release | : 2009-01-10 |
| Genre | : Mathematics |
| ISBN | : 1400825105 |
The modeling of stochastic dependence is fundamental for understanding random systems evolving in time. When measured through linear correlation, many of these systems exhibit a slow correlation decay--a phenomenon often referred to as long-memory or long-range dependence. An example of this is the absolute returns of equity data in finance. Selfsimilar stochastic processes (particularly fractional Brownian motion) have long been postulated as a means to model this behavior, and the concept of selfsimilarity for a stochastic process is now proving to be extraordinarily useful. Selfsimilarity translates into the equality in distribution between the process under a linear time change and the same process properly scaled in space, a simple scaling property that yields a remarkably rich theory with far-flung applications. After a short historical overview, this book describes the current state of knowledge about selfsimilar processes and their applications. Concepts, definitions and basic properties are emphasized, giving the reader a road map of the realm of selfsimilarity that allows for further exploration. Such topics as noncentral limit theory, long-range dependence, and operator selfsimilarity are covered alongside statistical estimation, simulation, sample path properties, and stochastic differential equations driven by selfsimilar processes. Numerous references point the reader to current applications. Though the text uses the mathematical language of the theory of stochastic processes, researchers and end-users from such diverse fields as mathematics, physics, biology, telecommunications, finance, econometrics, and environmental science will find it an ideal entry point for studying the already extensive theory and applications of selfsimilarity.
| Author | : Stênio Fernandes |
| Publisher | : Springer |
| Total Pages | : 185 |
| Release | : 2017-03-21 |
| Genre | : Computers |
| ISBN | : 3319545213 |
This book provides a comprehensive view of the methods and approaches for performance evaluation of computer networks. It offers a clear and logical introduction to the topic, covering both fundamental concepts and practical aspects. It enables the reader to answer a series of questions regarding performance evaluation in modern computer networking scenarios, such as ‘What, where, and when to measure?’, ‘Which time scale is more appropriate for a particular measurement and analysis?’, 'Experimentation, simulation or emulation? Why?’, and ‘How do I best design a sound performance evaluation plan?’. The book includes concrete examples and applications in the important aspects of experimentation, simulation and emulation, and analytical modeling, with strong support from the scientific literature. It enables the identification of common shortcomings and highlights where students, researchers, and engineers should focus to conduct sound performance evaluation. This book is a useful guide to advanced undergraduates and graduate students, network engineers, and researchers who plan and design proper performance evaluation of computer networks and services. Previous knowledge of computer networks concepts, mechanisms, and protocols is assumed. Although the book provides a quick review on applied statistics in computer networking, familiarity with basic statistics is an asset. It is suitable for advanced courses on computer networking as well as for more specific courses as a secondary textbook.
| Author | : Matthew N.O. Sadiku |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 288 |
| Release | : 2013-10-02 |
| Genre | : Computers |
| ISBN | : 3319016466 |
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.
| Author | : Chadi Barakat |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 308 |
| Release | : 2004-04-07 |
| Genre | : Computers |
| ISBN | : 3540214925 |
This book constitutes the refereed proceedings of the 5th International Passive and Active Measurement Workshop, PAM 2004, held in Antibes Juan-les-Pins, France in April 2004. The 29 revised full papers presented were carefully reviewed and selected from 184 submissions. The papers are organized in topical sections on P2P and overlay, network optimization, traffic analysis, protocol and system measurement, tools, miscellaneous, network measurement, and BGP and routing.
| Author | : Yevgeni Koucheryavy |
| Publisher | : Springer |
| Total Pages | : 597 |
| Release | : 2006-09-21 |
| Genre | : Computers |
| ISBN | : 3540344306 |
This book constitutes the refereed proceedings of the 6th International Conference on Next Generation Teletraffic and Wired/Wireless Advanced Networking, NEW2AN 2006, held in St. Petersburg, Russia in May/June 2006. The book includes 49 revised full papers presented together with 2 keynote talks. The papers are organized in topical sections on teletraffic, traffic characterization and modeling, 3G/UMTS, sensor networks, WLAN, QoS, MANETs, lower layer techniques, PAN technologies, and TCP.
| Author | : International Federation for Information Processing |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 713 |
| Release | : 2004-10-06 |
| Genre | : Computers |
| ISBN | : 3540233881 |
This book constitutes the refereed proceedings of the IFIP International Conference on Network and Parallel Computing, NPC 2004, held in Wuhan, China in October 2004. Also included are selected refereed papers from two workshops associated with NPC 2004. The 46 revised full papers and 23 revised short papers presented together with abstracts of 5 invited presentations were selected from a total of 338 submissions. The 25 workshop revised papers included also were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on grid computing, peer-to-peer computing, Web techniques, cluster computing, parallel programming environments, network architecture, network security, network storage, intelligent sensor networks, and multimedia modeling and security in next generation network information systems.
| Author | : Thomas G. Robertazzi |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 418 |
| Release | : 2012-12-06 |
| Genre | : Mathematics |
| ISBN | : 1461211646 |
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.
