On the speed of convergence to stationarity of the Erlang loss system
Queueing Systems: Theory and Applications
A Queueing-Based Approach to Overload Detection
NET-COOP '09 Proceedings of the 3rd Euro-NF Conference on Network Control and Optimization
IEEE Journal on Selected Areas in Communications
Proactive anomaly detection using distributed intelligent agents
IEEE Network: The Magazine of Global Internetworking
Anomaly detection in VoIP traffic with trends
Proceedings of the 24th International Teletraffic Congress
Flow-Based detection of DNS tunnels
AIMS'13 Proceedings of the 7th IFIP WG 6.6 international conference on Autonomous Infrastructure, Management, and Security: emerging management mechanisms for the future internet - Volume 7943
A methodological overview on anomaly detection
DataTraffic Monitoring and Analysis
Changepoint detection techniques for VoIP traffic
DataTraffic Monitoring and Analysis
Anomaly detection in diurnal data
Computer Networks: The International Journal of Computer and Telecommunications Networking
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When controlling communication networks, it is of crucial importance to have procedures that are capable of checking whether there are unanticipated load changes. In this paper we develop techniques for detecting such load changes, in a setting in which each connection consumes roughly the same amount of bandwidth (with VoIP as a leading example). For the situation of exponential holding times an explicit analysis can be performed in a large-deviations regime, leading to approximations of the test statistic of interest (and, in addition, to results for the transient of the M/M/~ queue, which are of independent interest). Since this procedure is applicable to exponential holding times only, and is rather numerically involved, we develop an approximate procedure for general holding times. In this procedure we record the number of trunks occupied at equidistant points in time @D,2@D,..., where @D is chosen sufficiently large to safely assume that the samples are independent; this procedure is backed by results on the transient of the M/G/~ queue, thus complementing earlier results on relaxation times. The validity of the testing procedures is demonstrated through an extensive set of numerical experiments.