One of the important results is that it is shown that analysis of network traffic properties based on individual patterns of daily traffic exclusively is not recommended, because of the increased level of autocorrelation. For this reason, when calculating the historical parameters, network traffic must be viewed in a wider context of time, taking into account the weekly and monthly periods.