On Mapping the Interconnections in Today's Internet

被引:16
作者
Motamedi, Reza [1 ,2 ]
Yeganeh, Bahador [3 ]
Chandrasekaran, Balakrishnan [4 ]
Rejaie, Reza [3 ]
Maggs, Bruce M. [5 ,6 ]
Willinger, Walter [7 ]
机构
[1] Univ Oregon, Eugene, OR 97403 USA
[2] Twitter, San Francisco, CA 94103 USA
[3] Univ Oregon, Dept Comp & Informat Sci, Eugene, OR 97403 USA
[4] Max Planck Inst Informat, D-66123 Saarbrucken, Germany
[5] Duke Univ, Dept Comp Sci, Durham, NC 27708 USA
[6] Akamai Thchnol, Cambridge, MA 02142 USA
[7] NIKSUN Inc, Princeton, NJ 08540 USA
基金
美国国家科学基金会;
关键词
Internet topology; colocation facility; interconnection services; geography; ALIAS RESOLUTION;
D O I
10.1109/TNET.2019.2940369
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Internet interconnections are the means by which networks exchange traffic between one another. These interconnections are typically established in facilities that have known geographic locations, and are owned and operated by so-called colocation and interconnection services providers (e.g., Equinix, CoreSite, and EdgeConneX). These previously under-studied colocation facilities and the critical role they play in solving the notoriously difficult problem of obtaining a comprehensive view of the structure and evolution of the interconnections in today's Internet are the focus of this paper. We present mi(2), a new approach for mapping Internet interconnections inside a given colocation facility.(1) We infer the existence of interconnections from localized traceroutes and use the Belief Propagation algorithm on a specially defined Markov Random Field graphical model to geolocate them to a target colocation facility. We evaluate mi(2) by applying it initially to a small set of US-based colocation facilities. In the process, we compare our results against those obtained by two recently developed related techniques and discuss observed discrepancies that derive from how the different techniques determine the ownership of border routers. As part of our validation approach, we also identify drastic changes in today's Internet interconnection ecosystem (e.g., new infrastructures in the form of "cloud exchanges" that offer new types of interconnections called "virtual private interconnections"), and discuss their wide-ranging implications for obtaining an accurate and comprehensive map of the Internet's interconnection fabric.
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页码:2056 / 2070
页数:15
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