01223nas a2200145   4500000000100000000000100001008004100002100001900043700001700062700001400079245006200093856006200155520084600217022001401063       2014                            d1 aPawel Foremski1 aC. Callegari1 aM. Pagano00aDNS-Class: Immediate classification of IP flows using DNS  uhttps://www.iitis.pl/ pjf/pub/2014-dnsclass-preprint.pdf3 aNowadays we see a tremendous growth of the Internet, especially in terms of the amount of data being transmitted and new network protocols being introduced. This poses a challenge for network administrators, who need adequate tools for network management. Recent findings show that DNS can contribute valuable information on IP flows and improve traffic visibility in a computer network. In this paper, we apply these findings on DNS to propose a novel traffic classification algorithm with interesting features. We experimentally show that the information carried in domain names and port numbers is sufficient for immediate classification of a highly significant portion of the traffic. We present DNS-Class: an innovative, fast, and reliable flow-based traffic classification algorithm, which on average yields 99.8% of True Positives and  a1099-1190