We find that the overall serverload in terms of network traffic can be estimated from theconnected user endpoints and their respective traffic patterns.Additionally, several different classes of network traffic canbe identified with respect to their self-similarity and patternsobserved, namely traffic that appears self-similar (i) in intervals of five minutes or thirty minutes, (ii) slowly descendingand (iii) almost entirely in addition to more random traffic.