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The development of Internet technologies enables software developers to buildvirtual worlds such as Massively Multi-Player Online Role-Playing Games(MMORPGs). The population of such games shows super-linear growing tendency. Itis estimated that the number of Internet users subscribed in MMORPGs is morethan 22 million worldwide [1]. However, only little is known about thecharacteristics of traffic generated by such games as well as the behavior oftheir subscribers. In this paper, we characterize the traffic behavior of Worldof Warcraft, the most subscribed MMORPG in the world, by analyzing Internettraffic data sets collected from a European tier-1 ISP in two different timeperiods. We find that World of Warcraft is an influential application regardingthe time spent by users (1.76 and 4.17 Hours/day on average in ourmeasurement), while its traffic share is comparatively low (< 1 %). In thisrespect, we look at the World of Warcraft subscriber's gaming behavior bycategorizing them into two different types of users (solitary users and groupusers) and compare these two groups in relation to the playing behavior(duration as the metric) and the in-game behavior (distance as the metric).

Tigers vs Lions: Towards Characterizing Solitary and Group User Behavior in MMORPG