Computer Science – Networking and Internet Architecture
Scientific paper
2005-12-24
ACM SIGCOMM Computer Communication Review (CCR), v.36, n.1, p.17-26, 2006
Computer Science
Networking and Internet Architecture
This paper is a revised journal version of cs.NI/0508033
Scientific paper
10.1145/1111322.1111328
We calculate an extensive set of characteristics for Internet AS topologies extracted from the three data sources most frequently used by the research community: traceroutes, BGP, and WHOIS. We discover that traceroute and BGP topologies are similar to one another but differ substantially from the WHOIS topology. Among the widely considered metrics, we find that the joint degree distribution appears to fundamentally characterize Internet AS topologies as well as narrowly define values for other important metrics. We discuss the interplay between the specifics of the three data collection mechanisms and the resulting topology views. In particular, we show how the data collection peculiarities explain differences in the resulting joint degree distributions of the respective topologies. Finally, we release to the community the input topology datasets, along with the scripts and output of our calculations. This supplement should enable researchers to validate their models against real data and to make more informed selection of topology data sources for their specific needs.
claffy kc
Dimitropoulos Xenofontas
Fomenkov Marina
Huffaker Bradley
Krioukov Dmitri
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