{"id":2729,"date":"2014-08-29T15:04:59","date_gmt":"2014-08-29T22:04:59","guid":{"rendered":"http:\/\/blog.caida.org\/best_available_data\/?p=2729"},"modified":"2015-07-06T15:24:39","modified_gmt":"2015-07-06T22:24:39","slug":"under-the-telescope-time-warner-cable-internet-outage","status":"publish","type":"post","link":"https:\/\/blog.caida.org\/best_available_data\/2014\/08\/29\/under-the-telescope-time-warner-cable-internet-outage\/","title":{"rendered":"Under the Telescope: Time Warner Cable Internet Outage"},"content":{"rendered":"<p>In the early hours of August 27th 2014, Time Warner Cable (TWC) suffered a major Internet outage, which started around <strong>9:30am<\/strong>\u00a0and lasted until <strong>11:00am\u00a0<\/strong>UTC (4:30am-6:00am EST). <a href=\"http:\/\/www.twcableuntangled.com\/2014\/08\/twc-identifies-cause-of-internet-outage\/\">According to Time Warner<\/a>, this disconnect was caused by an issue with its Internet backbone during a routine network maintenance procedure.<\/p>\n<p>A few\u00a0sources have documented the outage based on BGP and\/or active measurements, including <a href=\"https:\/\/twitter.com\/renesys\/status\/504659399546519552\/photo\/1\" target=\"_blank\">Renesys<\/a> and <a href=\"https:\/\/labs.ripe.net\/Members\/emileaben\/time-warner-cable-outage\" target=\"_blank\">RIPE NCC<\/a>. Here we present a view from passive traffic measurement, specifically from the\u00a0<a href=\"http:\/\/www.caida.org\/projects\/network_telescope\/\">UCSD Network Telescope<\/a>, which continuously listens for Internet Background Radiation (IBR) traffic. IBR is a constantly changing mix of traffic caused by benign misconfigurations, bugs, malicious activity, scanning, responses to spoofed traffic (backscatter), etc. \u00a0In order to extract a signal usable for our inferences, we count the number of unique source IP addresses (in IBR observed from a certain AS or geographical area) that pass a series of filters. Our filters try to remove (i) <a title=\"filters similar to those used in this paper\" href=\"http:\/\/www.caida.org\/publications\/papers\/2014\/passive_ip_space_usage_estimation\/\" target=\"_blank\">spoofed traffic<\/a>, (ii) <a href=\"http:\/\/www.caida.org\/publications\/papers\/2001\/BackScatter\/\" target=\"_blank\">backscatter<\/a>, and (iii) ports\/protocols that generate significant noise.<\/p>\n<p>Most of TWC&#8217;s Autonomous Systems seem to have been affected during the\u00a0time of the reported outage. Our indicators from the telescope\u00a0show a total absence of traffic\u00a0from TWC&#8217;s ASes, indicating a complete network outage.<\/p>\n<p><a href=\"http:\/\/blog.caida.org\/best_available_data\/wp-content\/uploads\/2014\/08\/TWC-Outage-ASes.png\"><img loading=\"lazy\" class=\"aligncenter wp-image-2813 \" src=\"http:\/\/blog.caida.org\/best_available_data\/wp-content\/uploads\/2014\/08\/TWC-Outage-ASes-1024x583.png\" alt=\"\" width=\"676\" height=\"385\" srcset=\"https:\/\/blog.caida.org\/best_available_data\/wp-content\/uploads\/2014\/08\/TWC-Outage-ASes-1024x583.png 1024w, https:\/\/blog.caida.org\/best_available_data\/wp-content\/uploads\/2014\/08\/TWC-Outage-ASes-300x170.png 300w, https:\/\/blog.caida.org\/best_available_data\/wp-content\/uploads\/2014\/08\/TWC-Outage-ASes.png 1387w\" sizes=\"(max-width: 676px) 100vw, 676px\" \/><\/a><\/p>\n<p style=\"text-align: center\"><em><strong>Figure 1<\/strong>:\u00a0Number of unique IBR source IPs (after filtering) observed per minute for the TWC ASes<\/em><\/p>\n<p><em>Figure 1<\/em>\u00a0shows the number of unique source IPs originated by TWC ASes per minute, as observed by the network telescope; we plot only TWC ASes from which there was any IBR traffic observed just before and after the event. For reference, these ASes are: AS7843, AS10796, AS11351, AS11426, AS11427, AS11955, AS12271 and AS20001.<\/p>\n<p>TWC is a large Internet access provider in the United States, and this IBR signal can also reveal insight into the impact of this outage across the country. <em>Figure 2 <\/em>shows the same metric as <em>Figure 1<\/em>, but for source IPs across the entire country, indicating a drop of about<strong> 12%<\/strong> in the number of (filtered) IBR sources, which suggests that during the incident, a significant fraction of the US population lost Internet access.<\/p>\n<p><a href=\"http:\/\/blog.caida.org\/best_available_data\/wp-content\/uploads\/2014\/08\/TWC-Outage-US.png\"><img loading=\"lazy\" class=\"aligncenter wp-image-2814 \" src=\"http:\/\/blog.caida.org\/best_available_data\/wp-content\/uploads\/2014\/08\/TWC-Outage-US.png\" alt=\"\" width=\"527\" height=\"315\" srcset=\"https:\/\/blog.caida.org\/best_available_data\/wp-content\/uploads\/2014\/08\/TWC-Outage-US.png 726w, https:\/\/blog.caida.org\/best_available_data\/wp-content\/uploads\/2014\/08\/TWC-Outage-US-300x179.png 300w\" sizes=\"(max-width: 527px) 100vw, 527px\" \/><\/a><\/p>\n<p style=\"text-align: center\"><em><strong>Figure 2<\/strong>: Number\u00a0of unique IBR source IPs (after filtering) observed in the\u00a0US\u00a0<\/em><\/p>\n<p>Drilling down to a regional level shows which US states seem to have suffered a larger relative drop in traffic.<\/p>\n<p><a href=\"http:\/\/blog.caida.org\/best_available_data\/wp-content\/uploads\/2014\/08\/TWC-Outage-US-States.png\"><img loading=\"lazy\" class=\"aligncenter wp-image-2815 \" src=\"http:\/\/blog.caida.org\/best_available_data\/wp-content\/uploads\/2014\/08\/TWC-Outage-US-States.png\" alt=\"\" width=\"495\" height=\"261\" srcset=\"https:\/\/blog.caida.org\/best_available_data\/wp-content\/uploads\/2014\/08\/TWC-Outage-US-States.png 943w, https:\/\/blog.caida.org\/best_available_data\/wp-content\/uploads\/2014\/08\/TWC-Outage-US-States-300x158.png 300w\" sizes=\"(max-width: 495px) 100vw, 495px\" \/><\/a><\/p>\n<p style=\"text-align: center\"><em><strong>Figure 3<\/strong>: Decrease ratio of unique IBR source IPs per US state\u00a0<\/em><\/p>\n<p><em>Figure 3<\/em> compares the number of IBR sources observed in the 5 minute-interval just before the incident (9:25-9:30UTC) to the 5-minute interval after it (9:30-9:35UTC). The yellow to red color gradient represents the ratio at which a certain state&#8217;s IBR sources have decreased (redder\u00a0means larger drop). States that did not suffer a substantial relative decrease are shown in yellow. This geographical spread is likely correlated with market penetration of TWC connectivity within each state.<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>In the early hours of August 27th 2014, Time Warner Cable (TWC) suffered a major Internet outage, which started around 9:30am\u00a0and lasted until 11:00am\u00a0UTC (4:30am-6:00am EST). According to Time Warner, this disconnect was caused by an issue with its Internet backbone during a routine network maintenance procedure. A few\u00a0sources have documented the outage based on [&hellip;]<\/p>\n","protected":false},"author":21,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[1,31,10],"tags":[],"coauthors":[30,22],"_links":{"self":[{"href":"https:\/\/blog.caida.org\/best_available_data\/wp-json\/wp\/v2\/posts\/2729"}],"collection":[{"href":"https:\/\/blog.caida.org\/best_available_data\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.caida.org\/best_available_data\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.caida.org\/best_available_data\/wp-json\/wp\/v2\/users\/21"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.caida.org\/best_available_data\/wp-json\/wp\/v2\/comments?post=2729"}],"version-history":[{"count":70,"href":"https:\/\/blog.caida.org\/best_available_data\/wp-json\/wp\/v2\/posts\/2729\/revisions"}],"predecessor-version":[{"id":2818,"href":"https:\/\/blog.caida.org\/best_available_data\/wp-json\/wp\/v2\/posts\/2729\/revisions\/2818"}],"wp:attachment":[{"href":"https:\/\/blog.caida.org\/best_available_data\/wp-json\/wp\/v2\/media?parent=2729"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.caida.org\/best_available_data\/wp-json\/wp\/v2\/categories?post=2729"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.caida.org\/best_available_data\/wp-json\/wp\/v2\/tags?post=2729"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/blog.caida.org\/best_available_data\/wp-json\/wp\/v2\/coauthors?post=2729"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}