{"id":12137,"date":"2018-01-01T00:00:00","date_gmt":"2018-01-01T08:00:00","guid":{"rendered":"https:\/\/www.hmc.edu\/clinic\/2018\/correlation-and-root-cause-detection-in-bing-livesite-metrics\/"},"modified":"2018-01-01T00:00:00","modified_gmt":"2018-01-01T08:00:00","slug":"correlation-and-root-cause-detection-in-bing-livesite-metrics","status":"publish","type":"post","link":"https:\/\/www.hmc.edu\/clinic\/2018\/correlation-and-root-cause-detection-in-bing-livesite-metrics\/","title":{"rendered":"Correlation and Root Cause Detection in Bing Livesite Metrics"},"content":{"rendered":"<h2 class=\"project-sponsor-dept-year\"><span class=\"project-sponsor\">Microsoft Bing<\/span> <span class=\"project-dept-year\">Mathematics, 2017-18<\/span><\/h2>\n<div class=\"project-team\">\n<p><strong>Liaison(s):<\/strong> Debashish Ghosal,  Gautam Dewan<br \/>\n<strong>Advisor(s):<\/strong> Talithia Williams<br \/>\n<strong>Students(s):<\/strong> Grant Belsterling,  Preethi Seshadri,  Zhaocheng Yi (PM)<\/p>\n<\/div>\n<div class=\"project-abstract\">\n<p>Bing is the second most popular search engine in the United States. Bing&#8217;s Livesite Engineering team collects system performance metrics to detect incidents (outages, etc.) that negatively impact the end user experience. These incidents result in a loss of ads revenue and users. Identifying root cause of such incidents requires sifting through a lot of metrics and narrowing down the root cause to one or more key metrics. Our clinic team is working to streamline and automate this process by leveraging statistical models and methods.<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Microsoft Bing Mathematics, 2017-18 Liaison(s): Debashish Ghosal, Gautam Dewan Advisor(s): Talithia Williams Students(s): Grant Belsterling, Preethi Seshadri, Zhaocheng Yi (PM) [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[185],"tags":[197],"class_list":["post-12137","post","type-post","status-publish","format-standard","hentry","category-mathematics","tag-microsoft-bing"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/12137","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/comments?post=12137"}],"version-history":[{"count":0,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/12137\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/media?parent=12137"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/categories?post=12137"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/tags?post=12137"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}