Queues and Lévy Fluctuation Theory
Author | : Krzysztof Dębicki |
Publisher | : |
Total Pages | : |
Release | : 2015 |
ISBN-10 | : 331920694X |
ISBN-13 | : 9783319206943 |
Rating | : 4/5 (4X Downloads) |
Book excerpt: The book provides an extensive introduction to queueing models driven by Lévy-processes as well as a systematic account of the literature on Lévy-driven queues. The objective is to make the reader familiar with the wide set of probabilistic techniques that have been developed over the past decades, including transform-based techniques, martingales, rate-conservation arguments, change-of-measure, importance sampling, and large deviations. On the application side, it demonstrates how Lévy traffic models arise when modelling current queueing-type systems (as communication networks) and includes applications to finance. Queues and Lévy Fluctuation Theory will appeal to graduate/postgraduate students and researchers in mathematics, computer science, and electrical engineering. Basic prerequisites are probability theory and stochastic processes.