In order to evaluate the performance of AQM (Active Queue Management) algorithms, we present an analytic model based on an extended GI/M/1/N queueing system and the self-similar traffic of the Internet. Using this model, we analyzed the performance of three AQM algorithms (TD, RED and GRED). The analytic results are consistent with those obtained from simulations or experiments reported by other authors.