{"id":12316,"date":"2014-01-01T00:00:00","date_gmt":"2014-01-01T08:00:00","guid":{"rendered":"https:\/\/www.hmc.edu\/clinic\/2014\/intelligent-workflow-diagnostics\/"},"modified":"2014-01-01T00:00:00","modified_gmt":"2014-01-01T08:00:00","slug":"intelligent-workflow-diagnostics","status":"publish","type":"post","link":"https:\/\/www.hmc.edu\/clinic\/2014\/intelligent-workflow-diagnostics\/","title":{"rendered":"Intelligent Workflow Diagnostics"},"content":{"rendered":"<h2 class=\"project-sponsor-dept-year\"><span class=\"project-sponsor\">Palo Alto Research Center (PARC)<\/span> <span class=\"project-dept-year\">Mathematics, 2013-14<\/span><\/h2>\n<div class=\"project-team\">\n<p><strong>Liaison(s):<\/strong> Dr. Eric Huang &#8217;02<br \/>\n<strong>Advisor(s):<\/strong> Weiqing Gu<br \/>\n<strong>Students(s):<\/strong> Andrew Gibiansky,  Yongqian Li,  Amanda Llewellyn (PM),  Jacob Morris-Knower,  Patrick Meehan<\/p>\n<\/div>\n<div class=\"project-abstract\">\n<p>Processing big data often involves Extract-Transform-Load (ETL) workflows, whose operations clean, verify, and join multiple data sources into one output. For large input data, debugging these workflows becomes incredibly time consuming. We designed a program, accessible to the data scientist user, which automates reasoning over and test performance for various parts of the workflow.<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Palo Alto Research Center (PARC) Mathematics, 2013-14 Liaison(s): Dr. Eric Huang &#8217;02 Advisor(s): Weiqing Gu Students(s): Andrew Gibiansky, Yongqian Li, [&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":[300],"class_list":["post-12316","post","type-post","status-publish","format-standard","hentry","category-mathematics","tag-palo-alto-research-center-parc"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/12316","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=12316"}],"version-history":[{"count":0,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/12316\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/media?parent=12316"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/categories?post=12316"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/tags?post=12316"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}