Posit

作者: Brian Eriksson , Paul Barford , Bruce Maggs , Robert Nowak

DOI: 10.1145/2381056.2381058

关键词: Computer scienceGeolocationThe InternetComputer networkHost (network)Computer Networks and CommunicationsHardware and ArchitectureSoftware

摘要: Location-specific Internet services are predicated on the ability to identify geographic position of IP hosts accurately. Fundamental current state-of-the-art geolocation techniques is reliance heavyweight traceroute-like probes that put a significant traffic load networks. In this paper, we introduce new lightweight approach call Posit. This methodology requires only small number delay measurements conducted end host targets in conjunction with computationally-efficient statistical embedding technique. We demonstrate Posit performs better than all existing tools across wide spectrum measurement infrastructures varying densities. Specifically, shown geolocate median error improvements over 55% respect measurement-based methodologies.

参考文章(24)
Robert Tibshirani, Trevor Hastie, Jerome H. Friedman, The Elements of Statistical Learning ,(2001)
S. S. Siwpersad, Bamba Gueye, Steve Uhlig, Assessing the geographic resolution of exhaustive tabulation for geolocating internet hosts passive and active network measurement. ,vol. 4979, pp. 11- 20 ,(2008) , 10.1007/978-3-540-79232-1_2
Jennifer Rexford, Vivek Pai, Ming Zhang, Yaoping Ruan, How DNS misnaming distorts internet topology mapping usenix annual technical conference. pp. 34- 34 ,(2006)
T. Goodwin, C. Davis, I. Dickinson, P. Vixie, A Means for Expressing Location Information in the Domain Name System RFC. ,vol. 1876, pp. 1- 18 ,(1996)
Emin Gün Sirer, Bernard Wong, Ivan Stoyanov, Octant: a comprehensive framework for the geolocalization of internet hosts networked systems design and implementation. pp. 23- 23 ,(2007)
Damien Magoni, Jean Jacques Pansiot, Analysis of the autonomous system network topology ACM SIGCOMM Computer Communication Review. ,vol. 31, pp. 26- 37 ,(2001) , 10.1145/505659.505663
Mohammed Jubaer Arif, Shanika Karunasekera, Santosh Kulkarni, Ajit Gunatilaka, B. Ristic, Internet Host Geolocation Using Maximum Likelihood Estimation Technique advanced information networking and applications. pp. 422- 429 ,(2010) , 10.1109/AINA.2010.139
Venkata N. Padmanabhan, Lakshminarayanan Subramanian, An investigation of geographic mapping techniques for internet hosts Proceedings of the 2001 conference on Applications, technologies, architectures, and protocols for computer communications - SIGCOMM '01. ,vol. 31, pp. 173- 185 ,(2001) , 10.1145/383059.383073
James A. Muir, Paul C. Van Oorschot, Internet geolocation ACM Computing Surveys. ,vol. 42, pp. 1- 23 ,(2009) , 10.1145/1592451.1592455
Inja Youn, Brian L. Mark, Dana Richards, Statistical Geolocation of Internet Hosts 2009 Proceedings of 18th International Conference on Computer Communications and Networks. pp. 1- 6 ,(2009) , 10.1109/ICCCN.2009.5235373