TY - CPAPER AU - Joanna Domańska AU - Adam Domański AU - Tadeusz Czachórski AU - Andrzej Kwiecień AU - Piotr Gaj AU - P. Stera AB - The aim of this paper is to use the superposition of two-state Markov Modulated Poisson Processes to replicate the statistical nature of internet traffic over several time scales. This paper characterizes of network traffic using Bellcore data and LAN traces collected in IITiS PAN. The fitting procedure for matching second-order self-similar properties of real data traces to that of two-state MMPP`s has also been described. BT - Computer Networks LA - eng N1 - 21th International Conference, Computer Networks 2014 Brunów, Poland, June 23-27, 2014 N2 - The aim of this paper is to use the superposition of two-state Markov Modulated Poisson Processes to replicate the statistical nature of internet traffic over several time scales. This paper characterizes of network traffic using Bellcore data and LAN traces collected in IITiS PAN. The fitting procedure for matching second-order self-similar properties of real data traces to that of two-state MMPP`s has also been described. PB - Springer International Publishing Switzerland PY - 2014 EP - 24–36 T2 - Computer Networks TI - Modeling Packet Traffic with the Use of Superpositions of Two-State MMPPs ER -