Where the Sidewalk Ends: Extending the Internet AS Graph Using Traceroutes from P2P Users

An accurate Internet topology graph is important in many areas of networking, from understanding ISP business relationships to diagnosing network anomalies. Most Internet mapping efforts have derived the network structure, at the level of interconnected autonomous systems (ASes), from a rather limited set of vantage points. In this paper, we argue that a promising approach to revealing the hidden areas of the Internet topology is through active measurement from an observation platform that scales with the growing Internet. By leveraging measurements performed by an extension to a popular P2P system, we show that this approach indeed exposes significant new topological information. Our study is based on traceroute measurements from more than 992,000 IPs in over 3,700 ASes distributed across the Internet hierarchy, many in regions of the Internet not covered by publicly available path information. To address this issue we develop heuristics that identify 23,914 new AS links not visible in the publicly-available BGP data-12.86 percent more customer-provider links and 40.99 percent more peering links, than previously reported. We validate our heuristics using data from a tier-1 ISP, and show that they successfully filter out all false links introduced by public IP-to-AS mapping. We analyze properties of the Internet graph that includes these new links and characterize why they are missing. Finally, we have made the identified set of links and their inferred relationships publicly available.

[1]  Anja Feldmann,et al.  Locating internet routing instabilities , 2004, SIGCOMM 2004.

[2]  W. Weibull A Statistical Distribution Function of Wide Applicability , 1951 .

[3]  Michalis Faloutsos,et al.  On power-law relationships of the Internet topology , 1999, SIGCOMM '99.

[4]  Lixia Zhang,et al.  The (In)Completeness of the Observed Internet AS-level Structure , 2010, IEEE/ACM Transactions on Networking.

[5]  Kimberly C. Claffy,et al.  Toward Topology Dualism: Improving the Accuracy of AS Annotations for Routers , 2010, PAM.

[6]  Yuval Shavitt,et al.  Quantifying the Importance of Vantage Point Distribution in Internet Topology Mapping (Extended Version) , 2011, IEEE Journal on Selected Areas in Communications.

[7]  Yuval Shavitt,et al.  DIMES: let the internet measure itself , 2005, CCRV.

[8]  Lorenzo Colitti,et al.  An active approach to measuring routing dynamics induced by autonomous systems , 2007, ExpCS '07.

[9]  Arun Venkataramani,et al.  iPlane: an information plane for distributed services , 2006, OSDI '06.

[10]  Anja Feldmann,et al.  Realistic BGP traffic for test labs , 2002, SIGCOMM 2002.

[11]  Lixia Zhang,et al.  Observing the evolution of internet as topology , 2007, SIGCOMM 2007.

[12]  Brice Augustin,et al.  IXPs: mapped? , 2009, IMC '09.

[13]  Michalis Faloutsos,et al.  A Systematic Framework for Unearthing the Missing Links: Measurements and Impact , 2007, NSDI.

[14]  Heejo Lee,et al.  On the effectiveness of route-based packet filtering for distributed DoS attack prevention in power-law internets , 2001, SIGCOMM 2001.

[15]  Mark Handley,et al.  HLP: a next generation inter-domain routing protocol , 2005, SIGCOMM '05.

[16]  Brice Augustin,et al.  Avoiding traceroute anomalies with Paris traceroute , 2006, IMC '06.

[17]  Walter Willinger,et al.  In search of the elusive ground truth: the internet's as-level connectivity structure , 2008, SIGMETRICS '08.

[18]  Lixin Gao On inferring autonomous system relationships in the internet , 2001, TNET.

[19]  Lixin Gao,et al.  On the evaluation of AS relationship inferences [Internet reachability/traffic flow applications] , 2004, IEEE Global Telecommunications Conference, 2004. GLOBECOM '04..

[20]  Sally Floyd,et al.  Difficulties in simulating the internet , 2001, TNET.

[21]  Walter Willinger,et al.  Towards capturing representative AS-level Internet topologies , 2004, Comput. Networks.

[22]  Rami Cohen,et al.  The Internet Dark Matter - on the Missing Links in the AS Connectivity Map , 2006, Proceedings IEEE INFOCOM 2006. 25TH IEEE International Conference on Computer Communications.

[23]  Walter Willinger,et al.  The origin of power laws in Internet topologies revisited , 2002, Proceedings.Twenty-First Annual Joint Conference of the IEEE Computer and Communications Societies.

[24]  Fabián E. Bustamante,et al.  Taming the torrent: a practical approach to reducing cross-isp traffic in peer-to-peer systems , 2008, SIGCOMM '08.

[25]  Yuval Shavitt,et al.  Quantifying the Importance of Vantage Points Distribution in Internet Topology Measurements , 2009, IEEE INFOCOM 2009.

[26]  Jia Wang,et al.  Towards an accurate AS-level traceroute tool , 2003, SIGCOMM '03.

[27]  Renata Teixeira,et al.  A measurement framework for pin-pointing routing changes , 2004, NetT '04.