How Long to Read Performance Modeling of Communication Networks with Markov Chains

How Long Does it Take to Read Performance Modeling of Communication Networks with Markov Chains?

It takes the average reader 7 hours and 20 minutes to read Performance Modeling of Communication Networks with Markov Chains by Jeonghoon Mo

Assuming a reading speed of 250 words per minute. Learn more

Description

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

How long is Performance Modeling of Communication Networks with Markov Chains?

Performance Modeling of Communication Networks with Markov Chains by Jeonghoon Mo is 440 pages long, and a total of 110,000 words.

This makes it 148% the length of the average book. It also has 134% more words than the average book.

How Long Does it Take to Read Performance Modeling of Communication Networks with Markov Chains Aloud?

The average oral reading speed is 183 words per minute. This means it takes 10 hours and 1 minute to read Performance Modeling of Communication Networks with Markov Chains aloud.

What Reading Level is Performance Modeling of Communication Networks with Markov Chains?

Performance Modeling of Communication Networks with Markov Chains is suitable for students ages 12 and up.

Note that there may be other factors that effect this rating besides length that are not factored in on this page. This may include things like complex language or sensitive topics not suitable for students of certain ages.

When deciding what to show young students always use your best judgement and consult a professional.

Where Can I Buy Performance Modeling of Communication Networks with Markov Chains?

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