We would like to thank Armando Fox and Eric Anderson for their excellent feedback which improved the quality of this paper, and Clifford Frost for helping us to install our network tracing machine at the Berkeley Home-IP site. Thanks also go to Ian Goldberg and David Wagner for their helpful suggestions and guidance regarding the content of the traces, and to Vern Paxson for his help in publishing the traces in the Internet Traffic Archive.