Multifractal Based Network Traffic Modeling

Multifractal Based Network Traffic Modeling
Author: Murali Krishna P
Publisher: Springer Science & Business Media
Total Pages: 223
Release: 2012-12-06
Genre: Technology & Engineering
ISBN: 1461504996

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This helpful book provides an overview of existing broadband traffic modelling based on the Poisson process and its variants. It also offers very good coverage of models based on self-similar processes. The authors have focused throughout on the problem of broadband traffic modelling.

Self-Similar Processes in Telecommunications

Self-Similar Processes in Telecommunications
Author: Oleg Sheluhin
Publisher: John Wiley & Sons
Total Pages: 334
Release: 2007-03-13
Genre: Technology & Engineering
ISBN: 9780470062104

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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.

Intelligent Quality of Service Technologies and Network Management: Models for Enhancing Communication

Intelligent Quality of Service Technologies and Network Management: Models for Enhancing Communication
Author: Bhattarakosol, Pattarasinee
Publisher: IGI Global
Total Pages: 404
Release: 2010-04-30
Genre: Medical
ISBN: 1615207929

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"This book "quality of service" in organizations, offering fundamental knowledge on the subject, describing the significance of network management and the integration of knowledge to demonstrate how network management is related to QoS in real applications"--Provided by publisher.

Reflexing Interfaces: The Complex Coevolution of Information Technology Ecosystems

Reflexing Interfaces: The Complex Coevolution of Information Technology Ecosystems
Author: Orsucci, Franco F.
Publisher: IGI Global
Total Pages: 432
Release: 2008-03-31
Genre: Science
ISBN: 1599046296

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"This book discusses the application of complex theories in information and communication technology, with a focus on the interaction between living systems and information technologies, providing researchers, scholars, and IT professionals with a fundamental resource on such topics as virtual reality; fuzzy logic systems; and complexity science in artificial intelligence, evolutionary computation, neural networks, and 3-D modeling"--Provided by publisher.

Simulation Technologies in Networking and Communications

Simulation Technologies in Networking and Communications
Author: Al-Sakib Khan Pathan
Publisher: CRC Press
Total Pages: 638
Release: 2014-11-06
Genre: Computers
ISBN: 1482225506

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Simulation is a widely used mechanism for validating the theoretical model of networking or communication systems. Although the claims made based on simulations are considered to be reliable, how reliable they really are is best determined with real-world implementation trials. This book addresses various issues covering different mechanisms related to simulation technologies in networking and communications fields. Focusing on the practice of simulation testing instead of the theory, it reviews and evaluates popular simulation modeling tools and recommends the best tools for specific tests.

Grid and Cooperative Computing. Part 2

Grid and Cooperative Computing. Part 2
Author: Minglu Li
Publisher: Springer Science & Business Media
Total Pages: 1114
Release: 2004-04-28
Genre: Computers
ISBN: 3540219935

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The two-volume set LNCS 3032 and LNCS 3033 constitute the thoroughly refereed post-proceedings of the Second International Workshop on Grid and Cooperative Computing, GCC 2003, held in Shanghai, China in December 2003. The 176 full papers and 173 poster papers presented were carefully selected from a total of over 550 paper submissions during two rounds of reviewing and revision. The papers are organized in topical sections on grid applications; peer-to-peer computing; grid architectures; grid middleware and toolkits; Web security and Web services; resource management, scheduling, and monitoring; network communication and information retrieval; grid QoS; algorithms, economic models, and theoretical models of the grid; semantic grid and knowledge grid; remote data access, storage, and sharing; and computer-supported cooperative work and cooperative middleware.

Encyclopedia of Internet Technologies and Applications

Encyclopedia of Internet Technologies and Applications
Author: Freire, Mario
Publisher: IGI Global
Total Pages: 750
Release: 2007-10-31
Genre: Computers
ISBN: 1591409942

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Provides the most thorough examination of Internet technologies and applications for researchers in a variety of related fields. For the average Internet consumer, as well as for experts in the field of networking and Internet technologies.

Innovations and Advances in Computing, Informatics, Systems Sciences, Networking and Engineering

Innovations and Advances in Computing, Informatics, Systems Sciences, Networking and Engineering
Author: Tarek Sobh
Publisher: Springer
Total Pages: 607
Release: 2014-11-07
Genre: Technology & Engineering
ISBN: 3319067737

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Innovations and Advances in Computing, Informatics, Systems Sciences, Networking and Engineering This book includes a set of rigorously reviewed world-class manuscripts addressing and detailing state-of-the-art research projects in the areas of Computer Science, Informatics, and Systems Sciences, and Engineering. It includes selected papers from the conference proceedings of the Eighth and some selected papers of the Ninth International Joint Conferences on Computer, Information, and Systems Sciences, and Engineering (CISSE 2012 & CISSE 2013). Coverage includes topics in: Industrial Electronics, Technology & Automation, Telecommunications and Networking, Systems, Computing Sciences and Software Engineering, Engineering Education, Instructional Technology, Assessment, and E-learning. · Provides the latest in a series of books growing out of the International Joint Conferences on Computer, Information, and Systems Sciences, and Engineering; · Includes chapters in the most advanced areas of Computing, Informatics, Systems Sciences, and Engineering; · Accessible to a wide range of readership, including professors, researchers, practitioners and students.

Random Processes By Example

Random Processes By Example
Author: Mikhail Lifshits
Publisher: World Scientific
Total Pages: 232
Release: 2014-03-07
Genre: Mathematics
ISBN: 9814522309

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This volume first introduces the mathematical tools necessary for understanding and working with a broad class of applied stochastic models. The toolbox includes Gaussian processes, independently scattered measures such as Gaussian white noise and Poisson random measures, stochastic integrals, compound Poisson, infinitely divisible and stable distributions and processes.Next, it illustrates general concepts by handling a transparent but rich example of a “teletraffic model”. A minor tuning of a few parameters of the model leads to different workload regimes, including Wiener process, fractional Brownian motion and stable Lévy process. The simplicity of the dependence mechanism used in the model enables us to get a clear understanding of long and short range dependence phenomena. The model also shows how light or heavy distribution tails lead to continuous Gaussian processes or to processes with jumps in the limiting regime. Finally, in this volume, readers will find discussions on the multivariate extensions that admit a variety of completely different applied interpretations.The reader will quickly become familiar with key concepts that form a language for many major probabilistic models of real world phenomena but are often neglected in more traditional courses of stochastic processes.