Empirical Models of TCP and UDP End-User Network Traffic from NETI@home Data Analysis

Authors:
Charles R. Simpson, Jr.;Dheeraj Reddy;George F. Riley
Affiliations:
Georgia Institute of Technology, USA;Georgia Institute of Technology, USA;Georgia Institute of Technology, USA
Venue:
Proceedings of the 20th Workshop on Principles of Advanced and Distributed Simulation
Year:
2006

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Abstract

The simulation of computer networks requires accurate models of user behavior. To this end, we present empirical models of end-user network traffic derived from the analysis of NETI@home data. There are two forms of models presented. The first models traffic for a specific TCP or UDP port. The second models all TCP or UDP traffic for an end-user. These models are meant to be network- independent and contain aspects such as bytes sent, bytes received, and user think time. The empirical models derived in this study can then be used to enable more realistic simulations of computer networks.