Efficient Estimation of More Detailed Internet IP Maps

Router-level maps of the Internet implicate a large body of research on network management, overlay networks, performance evaluation, and security. The inaccuracies in these maps result in misleading conclusions. In this paper, we propose AROMA (accurate router-level map), a tool to infer router-level, layer-3 maps of the Internet. AROMA uncovers more routers and links in targeted (mapped) networks than existing tools with less probing overhead. For example, AROMA reveals the same number of routers and links as the Rocketfuel tool after sending less than 5.1% of the number of probes used by Rocketfuel, and reveals at least 100% more links and routers than Rocketuel while using the same number of probe packets. We use AROMA to draw the maps of four major ISP networks and revisit the conclusions drawn by earlier research on the Internet IP structure. Surprisingly, AROMA maps consistently reveal that core routers have a higher degree than edge routers in contrast to the recently suggested higher connectivity of routers at the network edge. The maps also reveal that routers' degree distribution follows a power-law in contrast to the recently suggested Weibull distribution.

[1]  Jean-Jacques Pansiot,et al.  On routes and multicast trees in the Internet , 1998, CCRV.

[2]  FaloutsosMichalis,et al.  On power-law relationships of the Internet topology , 1999 .

[3]  Ming Zhang,et al.  How DNS Misnaming Distorts Internet Topology Mapping , 2006, USENIX Annual Technical Conference, General Track.

[4]  Chin-Chen Chang,et al.  Towards the Forgery of a Group Signature without Knowing the Group Center's Secret , 2001, ICICS.

[5]  Ramesh Govindan,et al.  Heuristics for Internet map discovery , 2000, Proceedings IEEE INFOCOM 2000. Conference on Computer Communications. Nineteenth Annual Joint Conference of the IEEE Computer and Communications Societies (Cat. No.00CH37064).

[6]  Ratul Mahajan,et al.  Measuring ISP topologies with Rocketfuel , 2004, IEEE/ACM Transactions on Networking.

[7]  Mark Santcroos,et al.  Providing Active Measurements as a Regular Service for ISP's , 2001 .

[8]  Randy H. Katz,et al.  Characterizing the Internet hierarchy from multiple vantage points , 2002, Proceedings.Twenty-First Annual Joint Conference of the IEEE Computer and Communications Societies.

[9]  Renata Teixeira,et al.  In search of path diversity in ISP networks , 2003, IMC '03.

[10]  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.

[11]  Yakov Rekhter,et al.  A Border Gateway Protocol 4 (BGP-4) , 1994, RFC.

[12]  Walter Willinger,et al.  Inferring AS-level Internet topology from router-level path traces , 2001, SPIE ITCom.

[13]  Michel L. Goldstein,et al.  Problems with fitting to the power-law distribution , 2004, cond-mat/0402322.

[14]  Walter Willinger,et al.  A first-principles approach to understanding the internet's router-level topology , 2004, SIGCOMM 2004.

[15]  Mark Crovella,et al.  Efficient algorithms for large-scale topology discovery , 2004, SIGMETRICS '05.

[16]  Mira Dontcheva,et al.  How to Resolve IP Aliases , 2008 .

[17]  Hans-Werner Braun,et al.  The NLANR network analysis infrastructure , 2000, IEEE Commun. Mag..

[18]  M. Handcock,et al.  An assessment of preferential attachment as a mechanism for human sexual network formation , 2003, Proceedings of the Royal Society of London. Series B: Biological Sciences.

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

[20]  John Goerzen Domain Name System , 2004 .

[21]  Peng Xie,et al.  Sampling biases in IP topology measurements , 2003, IEEE INFOCOM 2003. Twenty-second Annual Joint Conference of the IEEE Computer and Communications Societies (IEEE Cat. No.03CH37428).