Internet Traffic Source Vased on Hidden Markov Model

Autorzy Domańska J.; Domański A.; Czachórski T.; Balandin S.
Tytuł Internet Traffic Source Vased on Hidden Markov Model
Czasopismo Smart spaces and Next Generation Wired/Wireless Networking
Rok 2011
Status Published
Strony 395–404
Abstrakt This 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.
Wydawca Springer