Empirical assessment of VoIP overload detection tests

摘要

The control of communication networks critically relies on procedures capable of detecting unanticipated load changes. In this paper we explore such techniques, in a setting in which each connection consumes roughly the same amount of bandwidth (with VoIP as a leading example). We focus on large-deviations based techniques developed earlier in [8] that monitor the number of connections present, and that issue an alarm when this number abruptly changes. The procedures proposed in [8] are demonstrated by using real traces from an operational environment. Our experiments show that our detection procedure is capable of adequately identifying load changes.