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Mathematical modelling of WWW network traffic
Papšík, Lukáš ; Růčka, Lukáš (referee) ; Molnár, Karol (advisor)
The aim of this thesis was to practically use theoretical knowledge of the semestral work. The scope of work was to analyze long term operation of an emphasis on obtaining the necessary parameters for selected models. Network analyzer was used for two programs that have received the required parameters. How do I edit the captured data that can be used in programs described in the work. In this work I focus on two models, the Stochastic model and Markov-modulated Poisson’s. Each of these models requires different parameters. These were obtained from the captured traffic. Furthermore, the modeled traffic compared with the real. It was found that none of the models is not sufficiently capable of accurately modeling the behavior of the network, if it comes to cluster of packets. However, if traffic shown linear character models were able to model this traffic.
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Mathematical modelling of WWW network traffic
Papšík, Lukáš ; Růčka, Lukáš (referee) ; Molnár, Karol (advisor)
The aim of this thesis was to practically use theoretical knowledge of the semestral work. The scope of work was to analyze long term operation of an emphasis on obtaining the necessary parameters for selected models. Network analyzer was used for two programs that have received the required parameters. How do I edit the captured data that can be used in programs described in the work. In this work I focus on two models, the Stochastic model and Markov-modulated Poisson’s. Each of these models requires different parameters. These were obtained from the captured traffic. Furthermore, the modeled traffic compared with the real. It was found that none of the models is not sufficiently capable of accurately modeling the behavior of the network, if it comes to cluster of packets. However, if traffic shown linear character models were able to model this traffic.
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