Performance Modeling of Communication Networks with Markov Chains (Synthesis Lectures on Communication Networks) Book PDF, ePub eBook

Join our eBook service for unlimited books & audiobooks. Get a free 7 day subscription! ↓↓↓↓↓


Book Descriptions:
This book is an introduction to Markov chain modeling with applications to communication networks. It begins with a general introduction to performance modeling in Chapter 1 where we introduce different performance models. We then introduce basic ideas of Markov chain modeling: Markov property, discrete time Markov chain (DTMC) and continuous time Markov chain (CTMC). We also discuss how to find the steady state distributions from these Markov chains and how they can be used to compute the system performance metric. The solution methodologies include a balance equation technique, limiting probability technique, and the uniformization. We try to minimize the theoretical aspects of the Markov chain so that the book is easily accessible to readers without deep mathematical backgrounds. We then introduce how to develop a Markov chain model with simple applications: a forwarding system, a cellular system blocking, slotted ALOHA, Wi-Fi model, and multichannel based LAN model. The examples cover CTMC, DTMC, birth-death process and non birth-death process. We then introduce more difficult examples in Chapter 4, which are related to wireless LAN networks: the Bianchi model and Multi-Channel MAC model with fixed duration. These models are more advanced than those introduced in Chapter 3 because they require more advanced concepts such as renewal-reward theorem and the queueing network model. We introduce these concepts in the appendix as needed so that readers can follow them without difficulty. We hope that this textbook will be helpful to students, researchers, and network practitioners who want to understand and use mathematical modeling techniques. Table of Contents: Performance Modeling / Markov Chain Modeling / Developing Markov Chain Performance Models / Advanced Markov Chain Models

Performance Modeling of Communication Networks with Markov Chains (Synthesis Lectures on Communication Networks) by Jeonghoon Mo

From reader reviews:

Patricia Vasquez:

The reason why? Because this Performance Modeling of Communication Networks with Markov Chains (Synthesis Lectures on Communication Networks) is an unordinary book that the inside of the publication waiting for you to snap it but latter it will surprise you with the secret the idea inside. Reading this book beside it was fantastic author who all write the book in such amazing way makes the content interior easier to understand, entertaining way but still convey the meaning thoroughly. So , it is good for you for not hesitating having this any more or you going to regret it. This excellent book will give you a lot of benefits than the other book have such as help improving your skill and your critical thinking method. So , still want to hold off having that book? If I had been you I will go to the e-book store hurriedly.

Mildred Wright:

Is it a person who having spare time then spend it whole day simply by watching television programs or just telling lies on the bed? Do you need something new? This Performance Modeling of Communication Networks with Markov Chains (Synthesis Lectures on Communication Networks) can be the answer, oh how comes? The new book you know. You are consequently out of date, spending your time by reading in this completely new era is common not a geek activity. So what these ebooks have than the others?

Ignacio Lewis:

Do you like reading a reserve? Confuse to looking for your chosen book? Or your book seemed to be rare? Why so many question for the book? But almost any people feel that they enjoy to get reading. Some people likes examining, not only science book but additionally novel and Performance Modeling of Communication Networks with Markov Chains (Synthesis Lectures on Communication Networks) or even others sources were given knowledge for you. After you know how the good a book, you feel desire to read more and more. Science publication was created for teacher or even students especially. Those ebooks are helping them to bring their knowledge. In different case, beside science book, any other book likes Performance Modeling of Communication Networks with Markov Chains (Synthesis Lectures on Communication Networks) to make your spare time a lot more colorful. Many types of book like this.

Lawrence Caulfield:

Publication is one of source of expertise. We can add our expertise from it. Not only for students and also native or citizen want book to know the up-date information of year to help year. As we know those textbooks have many advantages. Beside many of us add our knowledge, can also bring us to around the world. By book Performance Modeling of Communication Networks with Markov Chains (Synthesis Lectures on Communication Networks) we can take more advantage. Don't someone to be creative people? For being creative person must want to read a book. Just choose the best book that suitable with your aim. Don't become doubt to change your life with this book Performance Modeling of Communication Networks with Markov Chains (Synthesis Lectures on Communication Networks). You can more appealing than now.