International Journal of applied mathematics and computer science

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Paper details

Number 2 - June 2014
Volume 24 - 2014

Transient and stationary characteristics of a packet buffer modelled as an MAP/SM/1/b system

Krzysztof Rusek, Lucjan Janowski, Zdzisław Papir

Abstract
A packet buffer limited to a fixed number of packets (regardless of their lengths) is considered. The buffer is described as a finite FIFO queuing system fed by a Markovian Arrival Process (MAP) with service times forming a Semi-Markov (SM) process (MAP/SM/1/b in Kendall’s notation). Such assumptions allow us to obtain new analytical results for the queuing characteristics of the buffer. In the paper, the following are considered: the time to fill the buffer, the local loss intensity, the loss ratio, and the total number of losses in a given time interval. Predictions of the proposed model are much closer to the trace-driven simulation results compared with the prediction of the MAP/G/1/b model.

Keywords
router interface, Markovian arrival process, semi-Markov service time, hidden Markov model, finite-buffer queue, packet loss, first passage time

DOI
10.2478/amcs-2014-0033