Internet Traffic Source Vased on Hidden Markov Model

TitleInternet Traffic Source Vased on Hidden Markov Model
Publication TypeConference Paper
Year of Publication2011
AuthorsDomańska J, Domański A, Czachórski T
EditorBalandin S.
Conference NameSmart spaces and Next Generation Wired/Wireless Networking
PublisherSpringer
Conference LocationBerlin Heidelberg
AbstractThis article shows how to use Hidden Markov Models to generate self-similar traffic. The well-known Bellcore traces are used as a training sequence to learn HMM model parameters. Performance of trained model are tested on the remaining portions of the sequence. Then we can use the HMM trained with the Bellcore data as the traffic source model.