Performance Modeling of Communication Networks with Markov Chains

The book "Performance Modeling of Communication Networks with Markov Chains" offers a comprehensive introduction to the modeling of communication networks using Markov chains. It is aimed at readers who want to familiarize themselves with performance modeling and begins with a general introduction to various performance models. The fundamental concepts of Markov chain modeling are explained clearly and understandably, including the Markov property as well as discrete and continuous-time Markov chains. The book places particular emphasis on minimizing theoretical aspects to make it accessible to readers without extensive mathematical knowledge. Practical applications, such as a forward system and models for wireless networks, illustrate the concepts learned. Advanced topics are covered in later chapters to provide a deeper understanding.