00721nas a2200145   4500000000100000008004100001260003200042100002100074700001900095700002400114700001600138245005700154300001400211520035000225       2011                            d  bSpringeraBerlin Heidelberg1 aJoanna Domańska1 aAdam Domański1 aTadeusz Czachórski1 aS. Balandin00aInternet Traffic Source Vased on Hidden Markov Model  a395–4043 aThis 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.