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Communication Networking: An Analytical Approach (The Morgan Kaufmann Series in Networking), by Anurag Kumar, D. Manjunath, Joy Kuri
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The viewpoint is that communication networking is about efficient resource sharing. The focus is on the three building blocks of communication networking, namely, multiplexing, switching and routing. The approach is analytical, with the discussion being driven by mathematical analyses of and solutions to specific engineering problems.
The result? A comprehensive, effectively organized treatment of core engineering issues in communication networking. Written for both the networking professional and for the classroom, this book covers fundamental concepts in detail and places design issues in context by drawing on real world examples from current technologies.
·Systematically uses mathematical models and analyses to drive the development of a practical understanding of core network engineering problems.
·Provides in-depth coverage of many current topics, including network calculus with deterministically-constrained traffic, congestion control for elastic traffic, packet switch queuing, switching architectures, virtual path routing, and routing for quality of service.
·Includes over 200 hands-on exercises and class-tested problems, dozens of schematic figures, a review of key mathematical concepts, and a glossary.
- Sales Rank: #2406507 in eBooks
- Published on: 2004-06-02
- Released on: 2004-06-02
- Format: Kindle eBook
Review
This book combines an innovative and uniform representation of a variety of communication networks, simple to understand motivations for real design problems for these networks, intuitive approaches to solutions, and rigorous mathematical analysis where appropriate. It will be very valuable both as a textbook and as a reference for practitioners.
--Bharat Doshi, Director of Transformational Communication, Johns Hopkins University, Applied Physics Laboratory
It has been very difficult to write a textbook on networking that is relevant and rigorous because the field is diverse and fast changing. This book stands out in both providing the readers with the essential domain knowledge and equipping them with fundamental tools to analyze and design new systems as the networking field evolves."
--Steven Low, Associate Professor, California Institute of Technology
This book is a well-researched compendium of theoretical modeling applied to a number of practical networking problems. Some interesting topics of note are important insights in the design of packet switches, performance of TCP under various conditions, and the design of packet address prefix lookups. Although much of the material is mathematically advanced, the book contains a comprehensive set of appendices useful as a reference for the researcher or advanced practitioner.
--Dr. David E. McDysan, Fellow, MCI Internet Architecture and Technology
From the Back Cover
"This book combines an innovative and uniform representation of a variety of communication networks, simple to understand motivations for real design problems for these networks, intuitive approaches to solutions, and rigorous mathematical analysis where appropriate. It will be very valuable both as a textbook and as a reference for practitioners."
--Bharat Doshi, Director of Transformational Communication, Johns Hopkins University, Applied Physics Laboratory
"It has been very difficult to write a textbook on networking that is relevant and rigorous because the field is diverse and fast changing. This book stands out in both providing the readers with the essential domain knowledge and equipping them with fundamental tools to analyze and design new systems as the networking field evolves."
--Steven Low, Associate Professor, California Institute of Technology
"This book is a well-researched compendium of theoretical modeling applied to a number of practical networking problems. Some interesting topics of note are important insights in the design of packet switches, performance of TCP under various conditions, and the design of packet address prefix lookups. Although much of the material is mathematically advanced, the book contains a comprehensive set of appendices useful as a reference for the researcher or advanced practitioner."
--Dr. David E. McDysan, Fellow, MCI Internet Architecture and Technology
The viewpoint is that communication networking is about efficient resource sharing. The focus is on the three building blocks of communication networking, namely, multiplexing, switching and routing. The approach is analytical, with the discussion being driven by mathematical analyses of and solutions to specific engineering problems.
The result? A comprehensive, effectively organized treatment of core engineering issues in communication networking. Written for both the networking professional and for the classroom, this book covers fundamental concepts in detail and places design issues in context by drawing on real world examples from current technologies.
Features:
* Systematically uses mathematical models and analyses to drive the development of an understanding of core network engineering problems and their solutions.
* Provides an in-depth coverage of fundamentals, with example applications to specific systems; in particular, network analysis from deterministic models (e.g., as used in IntServ/RSVP), the effective bandwidth approach, blocking systems (e.g., cellular networks, and lightpath networks), congestion control algorithms (e.g., TCP), wireless networks (e.g., IEEE 802.11 WLANs and ad hoc networks), queueing in packet switches, switching architectures, packet processing (e.g., IP route lookup and packet classification), virtual path routing (e.g., as in MPLS), and routing for delay-constrained traffic (e.g., as in VoIP).
* Includes extensive bibliographic discussions, over 200 hands-on exercises and class-tested problems, nearly 300 schematic figures, a review of key mathematical concepts, and a glossary.
About the Authors:
Anurag Kumar, Ph.D., is professor and chairman in the Department of Electrical Communication Engineering in the Indian Institute of Science (IISc), Bangalore. Previously, he was with Bell Laboratories. Kumar was also the coordinator at IISc of the Education and Research Network Project (ERNET), India's first wide-area packet network. D. Manjunath, Ph.D., is associate professor in the Department of Electrical Engineering of the Indian Institute of Technology (IIT), Bombay. He previously served on the faculty at IIT, Kanpur. Joy Kuri, Ph.D., is assistant professor at the Center for Electronics Design and Technology at the Indian Institute of Science, Bangalore.
About the Author
Anurag Kumar, Anurag Kumar, Ph.D., is a professor in the Department of Electrical Communication Engineering, and chair of the Electrical Sciences Division, in the Indian Institute of Science (IISc), Bangalore. Previously, he was with AT&T Bell Laboratories, Holmdel, New Jersey. Professor Kumar was also the coordinator at IISc of the Education and Research Network Project (ERNET), India's first wide-area packet network. He is an IEEE Fellow.
D. Manjunath, D. Manjunath, Ph.D., is a professor in the Department of Electrical Engineering of the Indian Institute of Technology (IIT) Bombay. He previously served on the faculty at IIT Kanpur.
Joy Kuri, Joy Kuri, Ph.D., is an associate professor at the Center for Electronics Design and Technology at the Indian Institute of Science, Bangalore.
Most helpful customer reviews
13 of 15 people found the following review helpful.
A fantastic book for solid foundation in communications
By Jivesh Govil
The book provides an excellent foundation for the students in the communications domain. Moreover, the text presented equals the class of work prevailing at any top reseach institions in the world.
What I liked most was the authors piecemeal and self-explainatory approach to network systems by focussing on the key issues and providing insights to various analytic approaches.
This book in my knowledge is the best to cover ground work before pursuing hardcore research in wireless communications.
In addition, the author's wide expereince has enabled him to pose problems from wide spectrum of communication arena.
6 of 6 people found the following review helpful.
Excellent
By Dr. Lee D. Carlson
At the present time simulation modeling is the most popular method for understanding the behavior of complex networks. With the availability of fairly inexpensive commercial packages for doing simulations, network designers and network performance analysts can now gain insight into the collective behavior of network devices such as servers, routers, and switches with a high degree of accuracy. This accuracy however comes at the expense of simulation time, and with the complexity of networks increasing every year, it is becoming more advantageous to use some kind of optimization procedure in simulations to cut down on the simulation time. Another approach for decreasing the simulation time is to use hybrid models that combine both analytical methods and simulation. Analytical methods by themselves frequently use assumptions that sacrifice accuracy or are not scalable to real networks. These methods do however allow tremendous insight into how network components behave, and if one is to use hybrid simulations one must understand in detail the analytical methods that are used. This book is one of the best available for the study of analytical modeling in communication networks. It covers wireless networks, and gives detailed overviews of the behavior of the TCP/IP protocol, deterministic and stochastic modeling, and the mathematical modeling of switches and routers. Only chapters 4, 5, and 7 were read by this reviewer, and so only these will be reviewed here.
Chapter 4 in particular is an overview of the `network calculus', which has been widely discussed in the literature for quite some time. The approach of network calculus is interesting and somewhat perplexing at first glance since networks are inherently stochastic in nature. Network calculus however attempts to place deterministic bounds on the network traffic, and offers worst case performance guarantees to network providers. The provisioning of a real network could not be done solely with the network calculus, since one will obtain an overestimation of the bandwidth assignments, etc, but it still provides useful insights into how to design a network for particular traffic loads. It is also interesting in that it can still obtain performance bounds for complex networks composed of many different devices. Those readers who have only limited mathematical preparation will find the presentation of the network calculus very accessible, if compared with chapter 5 which uses more advanced mathematical constructions. The authors have chosen to put the mathematical proofs of the main results in the appendices of the book, and this should also make the reading more palatable for the reader less astute mathematically. Of particular interest is the introduction of the convolution operator and its use for obtaining network `service curves' and a network process with an `envelope.' The authors illustrate the relevance of these mathematical constructions by showing how to use them to obtain the minimum link capacity required so that an arrival process has delay less than a pre-selected time. Also useful is their discussion of weighted fair queuing and how it can be understood in the framework of the network calculus. As a real example of the network calculus, they discuss voice traffic, which is a timely one considering the increasing importance of voice over IP (VOIP).
To avoid the over-provisioning of real networks by the use of the (deterministic) network calculus requires that one deal with their stochastic nature. This is done in chapter 5, wherein the authors give an exceptionally fine discussion. More mathematically sophisticated than chapter four, the discussion naturally includes that of Markov chains. The authors also give a proof of Little's theorem, which is a kind of `ergodic theorem' for network traffic and which gives an `average' performance measure. They avoid the use of measure theory in the proof, again making the presentation accessible to a wider readership. Little's theorem is used to show that the mean time that a packet spends in a multiplexer does not depend on the scheduling policy (although the higher moments do). Some queuing theory is discussed in this chapter also, with the most important discussion being that of the analysis of a multiplexer with minimal assumptions on the arrival processes. This analysis leads to the very important notion of the `effective bandwidth', the use of which leads to more optimal deployments of quality of service (QoS). The discussion of the effective bandwidth in this chapter leads to one on the Gartner-Ellis theorem and the very important topic of long-range dependence in network data. The latter topic is not discussed in detail in the book, since it must be done using the theory of large deviations, which is too mathematically advanced to be included in the book.
The dynamics of the TCP/IP protocol is extremely complicated, as anyone who has dealt with real networks will attest to. The study of TCP/IP dynamics has resulted in an enormous amount of literature, and there are indications that it is `chaotic', at least for some traffic patterns. The presentation in this book does not address the dynamics in such generality, but it does give an excellent overview of TCP/IP in the context of `adaptive bandwidth sharing.' Both the slow-start and congestion avoidance phases of TCP are discussed using elementary mathematics, including descriptions of the TCP evolution after buffer overflow, and congestion avoidance with timeout and fast recovery. The authors also include a more advanced treatment using stochastic processes and quote the famous PFTK formula for the `goodput' of the Reno version of TCP. Random early discard (RED) and explicit congestion notification (ECN) are also discussed, but interestingly, in the context of a deterministic dynamical system modeled by a differential equation. In addition, they discuss the long-range dependence of traffic under TCP via the use of the Pareto distribution. All of this analysis prepares the reader for more advanced treatments in the literature, the latter of which shows that the dynamical behavior of TCP is extremely complex, and requiring extreme caution in its analysis via real network data.
6 of 9 people found the following review helpful.
A very good book and must for a networking researcher
By Sai Shankar Nandagopalan
Communication Networks by Anurag and others is a fantastic book and is worth to be in the shelf of every researcher. The book provides excellent references to wired and wireless advances that have happened in past 15 years by giving a very good mathematical approach. All equations are clearly explained with proper intuitions. If one does not have time to go through papers in networking area, a go through of this book will sufficiently equip the person about recent trends and advances in networking.
On the other side, the authors can improve the language, of some chapters, give more examples and solutions to excercises in the future editions.
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