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Large Scale Networks Modeling and Simulation 无水印pdf
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LARGE SCALE
NETWORKS
MODELING AND SIMULATION
CRC Press is an imprint of the
Taylor & Francis Group, an informa business
Boca Raton London New York
Radu Dobrescu • Florin Ionescu
LARGE SCALE
NETWORKS
MODELING AND SIMULATION
CRC Press
Taylor & Francis Group
6000 Broken Sound Parkway NW, Suite 300
Boca Raton, FL 33487-2742
© 2017 by Taylor & Francis Group, LLC
CRC Press is an imprint of Taylor & Francis Group, an Informa business
No claim to original U.S. Government works
Printed on acid-free paper
Version Date: 20160719
International Standard Book Number-13: 978-1-4987-5017-2 (Hardback)
This book contains information obtained from authentic and highly regarded sources. Reasonable
efforts have been made to publish reliable data and information, but the author and publisher cannot
assume responsibility for the validity of all materials or the consequences of their use. The authors and
publishers have attempted to trace the copyright holders of all material reproduced in this publication
and apologize to copyright holders if permission to publish in this form has not been obtained. If any
copyright material has not been acknowledged please write and let us know so we may rectify in any
future reprint.
Except as permitted under U.S. Copyright Law, no part of this book may be reprinted, reproduced,
transmitted, or utilized in any form by any electronic, mechanical, or other means, now known or
hereafter invented, including photocopying, microfilming, and recording, or in any information stor-
age or retrieval system, without written permission from the publishers.
For permission to photocopy or use material electronically from this work, please access www.copy-
right.com (http://www.copyright.com/) or contact the Copyright Clearance Center, Inc. (CCC), 222
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Visit the Taylor & Francis Web site at
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and the CRC Press Web site at
http://www.crcpress.com
v
Contents
Preface .................................................................................................................xi
Authors ............................................................................................................ xiii
Chapter 1 State of the art and trends in information networks
modeling ....................................................................................... 1
1.1 Self-similarity and fractals in trafc modeling ...................................1
1.1.1 Building of a framework ...........................................................1
1.1.2 Mathematical background of self-similar processes ............ 2
1.1.2.1 Stable distributions and semistable processes ..... 2
1.1.2.2 First empirical processes with power-law
statistics ...................................................................... 4
1.1.2.3 From semistability to self-similarity ...................... 5
1.1.2.4 Self-similarity versus long-range dependence .....6
1.1.2.5 Self-similarity discovered in network trafc ........8
1.2 Models of complex networks ............................................................... 11
1.3 Scale-free networks ............................................................................... 14
1.3.1 Basic properties of SFNs ......................................................... 14
1.3.2 Distances and bounds in SFN ................................................ 15
1.4 Current trends in trafc ow and complex networks modeling .... 18
Chapter 2 Flow trafc models....................................................................23
2.1 Background in trafc modeling .......................................................... 23
2.1.1 Denition of the informational trafc ..................................23
2.1.2 Internet teletrafc modeling .................................................. 25
2.1.2.1 Introduction in teletrafc theory .......................... 25
2.1.2.2 Basic concepts of teletrafc theory ....................... 26
2.1.2.3 Teletrafc techniques ............................................. 28
2.1.3 Internet teletrafc engineering .............................................. 28
2.1.3.1 Big bandwidth philosophy .................................... 29
2.1.3.2 Managed bandwidth philosophy ......................... 30
2.1.3.3 Open-loop control of stream trafc ...................... 31
2.1.3.4 Closed-loop control of elastic trafc ....................33
2.1.4 Internet trafc times series modeling ...................................34
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