Performance Analysis and Optimization of Multi-Traffic on Communication Networks
Promptly growing demand for telecommunication services and information interchange has led to the fact that communication became one of the most dynamical branches of an infrastructure of a modern society. The book introduces to the bases of classical MDP
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Leonid Ponomarenko · Che Soong Kim · Agassi Melikov
Performance Analysis and Optimization of Multi-Traffic on Communication Networks
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Leonid Ponomarenko National Academy of Science of Ukraine International Scientific-Education Center Melnikova str 49, ap. 32 04050 Kiev Ukraine [email protected]
Che Soong Kim Sangji University Department of Industrial Engineering 220-702 Wonju, Kangwon Korea, Republic of Korea [email protected]
Agassi Melikov National Academy of Sciences Department of Teletraffic Institute of Cybernetics F.Agayev str. 9 AZ1141 Baku Azerbaijan [email protected]
ISBN 978-3-642-15457-7 e-ISBN 978-3-642-15458-4 DOI 10.1007/978-3-642-15458-4 Springer Heidelberg Dordrecht London New York Library of Congress Control Number: 2010938745 © Springer-Verlag Berlin Heidelberg 2010 This work is subject to copyright. All rights are reserved, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilm or in any other way, and storage in data banks. Duplication of this publication or parts thereof is permitted only under the provisions of the German Copyright Law of September 9, 1965, in its current version, and permission for use must always be obtained from Springer. Violations are liable to prosecution under the German Copyright Law. The use of general descriptive names, registered names, trademarks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use. Cover design: WMXDesign GmbH, Heidelberg Printed on acid-free paper Springer is part of Springer Science+Business Media (www.springer.com)
Preface
Rapidly growing demand for telecommunication services and information interchange has led to communication becoming one of the most dynamic branches of the infrastructure of modern society. On the boundary between the twentieth and twenty-first century the convergence of telecommunication, computer and information technologies and also the merging of corresponding industries begun and is proceeding. The teletraffic theory has become in the last few years an independent scientific discipline representing a set of probabilistic methods to solve problems of planning and optimization of telecommunication systems. For the solution of problems that arise in the specified branch of engineering practice both analytical and numerical methods of modeling are widely used. However, the application areas of analytical methods are essentially limited due to the complexity of models of modern teletraffic systems. Therefore, in modern teletraffic theory there is a special urgency for the development of effective numerical methods of research. Specific features of various teletraffic systems aggravate problems of development of universal numerical methods. The functioning of complex probabilistic systems is described by mathematical models consid
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