The Calculus of Hurstiness

Damon Wischik and Ayalvadi Ganesh. To appear. [pdf]

Abstract.

Traffic flows with long-range dependence satisfy a certain type of scaling relationship, and it is this scaling relationship which governs the scaling behaviour of a queueing network fed by such flows. In this paper we present a mathematical technique for reasoning about scaling behaviour in queueing systems, based on large deviations theory. Our technique makes it straightforward to calculate the impact of long-range dependent traffic on tandem queues, priority queues, and many other systems.
This work was completed in the Piedmontese village of Pareto [map]
Meeting on Mathematics in Networks, 2 July 2004, BT Adastral Park. [program] [slides ppt] [slides pdf]
Mittag-Leffler seminar on queueing & teletraffic, 2 November 2004. [program] [slides pdf]
Eurandom workshop on Rare Events in Communication Networks, 3 February 2005. [program] [slides pdf]