{"id":886,"date":"2016-07-27T17:02:16","date_gmt":"2016-07-28T00:02:16","guid":{"rendered":"https:\/\/ant.isi.edu\/blog\/?p=886"},"modified":"2020-10-19T09:55:27","modified_gmt":"2020-10-19T16:55:27","slug":"new-technical-report-do-you-see-me-now-sparsity-in-passive-observations-of-address-liveness-extended","status":"publish","type":"post","link":"https:\/\/ant.isi.edu\/blog\/?p=886","title":{"rendered":"new technical report \u201cDo You See Me Now? Sparsity in Passive Observations of Address Liveness (extended)\u201d"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">We have released a new technical report \u201cDo You See Me Now? Sparsity in Passive Observations of Address Liveness (extended)\u201d, ISI-TR-2016-710, available at <a href=\"http:\/\/www.isi.edu\/~johnh\/PAPERS\/Mirkovic16a.pdf\">http:\/\/www.isi.edu\/~johnh\/PAPERS\/Mirkovic16a.pdf<\/a><\/span><\/p>\n<figure id=\"attachment_889\" aria-describedby=\"caption-attachment-889\" style=\"width: 300px\" class=\"wp-caption alignright\"><a href=\"https:\/\/ant.isi.edu\/blog\/wp-content\/uploads\/2016\/07\/Mirkovic16a_icon.png\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-889 size-medium\" src=\"https:\/\/ant.isi.edu\/blog\/wp-content\/uploads\/2016\/07\/Mirkovic16a_icon-300x210.png\" alt=\"How many USC addresses are visible from virtual remote monitors, based on the monitor's overall visibility.\" width=\"300\" height=\"210\" srcset=\"https:\/\/ant.isi.edu\/blog\/wp-content\/uploads\/2016\/07\/Mirkovic16a_icon-300x210.png 300w, https:\/\/ant.isi.edu\/blog\/wp-content\/uploads\/2016\/07\/Mirkovic16a_icon-768x538.png 768w, https:\/\/ant.isi.edu\/blog\/wp-content\/uploads\/2016\/07\/Mirkovic16a_icon.png 1000w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><figcaption id=\"caption-attachment-889\" class=\"wp-caption-text\">How many USC addresses are visible from virtual remote monitors, based on the monitor&#8217;s overall visibility.<\/figcaption><\/figure>\n<p><span style=\"font-weight: 400;\">From the abstract:<\/span><\/p>\n<blockquote><p>Full allocation of IPv4 addresses has prompted interest in measuring address <em>liveness<\/em>, first with active probing, and recently with the addition of passive observation. While prior work has shown dramatic increases in coverage, this paper explores <em>what factors affect contributions of passive observers to visibility<\/em>. While all passive monitors are <em>sparse<\/em>, seeing only a part of the Internet, we seek to understand how different types of sparsity impact observation quality: the <em>interests<\/em>&nbsp;of external hosts and the hosts within the observed network, the <em>temporal<\/em>&nbsp;limitations on the observation duration, and <em>coverage<\/em>&nbsp;challenges to observe all traffic for a given target or a given vantage point. We study sparsity with <em>inverted analysis<\/em>, a new approach where we use passive monitors at four sites to infer what monitors would see at <em>all<\/em> sites exchanging traffic with those four. We show that visibility provided by monitors is heavy-tailed&#8212;interest sparsity means popular monitors see a great deal, while 99% see very little. We find that traffic is bipartite, with visibility much stronger between client-networks and server-networks than within each group. Finally, we find that popular monitors are robust to temporal and coverage sparsity, but they greatly reduce power of monitors that start with low visibility.<\/p><\/blockquote>\n<p>This technical report is joint work of &nbsp;Jelena Mirkovic, Genevieve Bartlett, John Heidemann, Hao Shi, and Xiyue Deng, all of USC\/ISI.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>We have released a new technical report \u201cDo You See Me Now? Sparsity in Passive Observations of Address Liveness (extended)\u201d, ISI-TR-2016-710, available at http:\/\/www.isi.edu\/~johnh\/PAPERS\/Mirkovic16a.pdf From the abstract: Full allocation of IPv4 addresses has prompted interest in measuring address liveness, first with active probing, and recently with the addition of passive observation. While prior work has [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[282,283],"tags":[4,11,112,58,67,22,74,5,18,155,26,57],"class_list":["post-886","post","type-post","status-publish","format-standard","hentry","category-publications","category-technical-report","tag-internet-address-space","tag-internet-address-usage","tag-ipv4","tag-isi","tag-lacrend","tag-measurement-systems","tag-modeling","tag-papers","tag-security","tag-steel","tag-tech-report","tag-usc"],"_links":{"self":[{"href":"https:\/\/ant.isi.edu\/blog\/index.php?rest_route=\/wp\/v2\/posts\/886","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ant.isi.edu\/blog\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ant.isi.edu\/blog\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ant.isi.edu\/blog\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/ant.isi.edu\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=886"}],"version-history":[{"count":4,"href":"https:\/\/ant.isi.edu\/blog\/index.php?rest_route=\/wp\/v2\/posts\/886\/revisions"}],"predecessor-version":[{"id":1618,"href":"https:\/\/ant.isi.edu\/blog\/index.php?rest_route=\/wp\/v2\/posts\/886\/revisions\/1618"}],"wp:attachment":[{"href":"https:\/\/ant.isi.edu\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=886"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ant.isi.edu\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=886"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ant.isi.edu\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=886"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}