M.C. Weigle, Improving
Confidence in Network Simulations (invited paper), Proceedings of the Winter Simulation Conference, Monterey, CA, December 2006, pp. 2188-2194.
Simulation has become the tool of choice for an increasing number of
networking researchers. Unfortunately, standard statistical techniques
cannot be applied when Internet-like heavy-tailed workloads are used
in input. We present issues involved in using heavy-tailed
distributions in network simulations, including three different
methods for dealing with such distributions in simulation. We also
discuss the proper use of the random number generator
implemented in the ns-2 simulator and the impacts of improper
usage.
Abstract
Experiment Scripts
These scripts are based on ns-2.30 with the following modifications:
TCL Scripts
Helper Perl Scripts
Driver Shell Scripts for Generating Figures in the Paper
These scripts generate gnuplot source files
(fig1.gp, fig2.gp, fig7.gp, and fig8.gp).