{"id":128,"date":"2004-05-17T20:27:17","date_gmt":"2004-05-17T20:27:17","guid":{"rendered":"https:\/\/www.docbug.com\/blog\/archives\/128"},"modified":"2004-05-17T20:27:17","modified_gmt":"2004-05-17T20:27:17","slug":"statistical-debugging","status":"publish","type":"post","link":"https:\/\/www.docbug.com\/blog\/archives\/128","title":{"rendered":"Statistical Debugging"},"content":{"rendered":"<p>This is cute \u2014 <a href=\"http:\/\/www.cs.berkeley.edu\/~liblit\/sampler\/downloads\/\">download<\/a> a special version of open-source software like Evolution, Gaim, The Gimp, Nautilus, or Rhythmbox from <a href=\"http:\/\/www.cs.berkeley.edu\/~liblit\/sampler\/\">The Cooperative Bug Isolation Project<\/a> and they&#8217;ll randomly sample usage paterns to try to automatically detect bugs that make software crash. Unlike the usual &#8220;this application has unexpectedly quit, shall I email a crash log to the developer&#8221; kind of thing, this one collects sparse data from both crashes and normal use, enabling an automated classifier to tease out what the differences were.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>This is cute \u2014 <a href=\"http:\/\/www.cs.berkeley.edu\/~liblit\/sampler\/downloads\/\">download<\/a> a special version of open-source software like Evolution, Gaim, The Gimp, Nautilus, or Rhythmbox from <a href=\"http:\/\/www.cs.berkeley.edu\/~liblit\/sampler\/\">The Cooperative Bug Isolation Project<\/a> and they&#8217;ll randomly sample usage paterns to try to automatically detect bugs that make software crash. Unlike the usual &#8220;this application has unexpectedly quit, shall I email a crash log to the developer&#8221; kind of thing, this one collects sparse data from both crashes and normal use, enabling an automated classifier to tease out what the differences were.<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[5],"tags":[],"class_list":["post-128","post","type-post","status-publish","format-standard","hentry","category-media-technology"],"_links":{"self":[{"href":"https:\/\/www.docbug.com\/blog\/wp-json\/wp\/v2\/posts\/128","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.docbug.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.docbug.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.docbug.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.docbug.com\/blog\/wp-json\/wp\/v2\/comments?post=128"}],"version-history":[{"count":0,"href":"https:\/\/www.docbug.com\/blog\/wp-json\/wp\/v2\/posts\/128\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.docbug.com\/blog\/wp-json\/wp\/v2\/media?parent=128"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.docbug.com\/blog\/wp-json\/wp\/v2\/categories?post=128"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.docbug.com\/blog\/wp-json\/wp\/v2\/tags?post=128"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}