{"id":32970,"date":"2025-03-08T20:27:18","date_gmt":"2025-03-08T19:27:18","guid":{"rendered":"https:\/\/www.graviton.at\/letterswaplibrary\/looking-for-a-dataset-to-predict-kubernetes-failures\/"},"modified":"2025-03-08T20:27:18","modified_gmt":"2025-03-08T19:27:18","slug":"looking-for-a-dataset-to-predict-kubernetes-failures","status":"publish","type":"post","link":"https:\/\/www.graviton.at\/letterswaplibrary\/looking-for-a-dataset-to-predict-kubernetes-failures\/","title":{"rendered":"Looking For A Dataset To Predict Kubernetes Failures"},"content":{"rendered":"<p><!-- SC_OFF --><\/p>\n<div class=\"md\">\n<p>Hi all,<\/p>\n<p>I\u2019m building an <strong>AI\/ML model<\/strong> to predict <strong>Kubernetes failures<\/strong> (pod crashes, resource exhaustion, network issues, etc.) using <strong>historical and real-time cluster metrics<\/strong>.<\/p>\n<p>\ud83d\udd0d <strong>Looking for a dataset that includes:<\/strong><br \/> \u2705 <strong>CPU &amp; Memory usage<\/strong><br \/> \u2705 <strong>Pod &amp; Node status<\/strong><br \/> \u2705 <strong>Network I\/O &amp; latency<\/strong><br \/> \u2705 <strong>Failure logs &amp; events<\/strong><\/p>\n<\/div>\n<p><!-- SC_ON -->   submitted by   <a href=\"https:\/\/www.reddit.com\/user\/Gold_Educator_6655\"> \/u\/Gold_Educator_6655 <\/a> <br \/> <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1j6lp5f\/looking_for_a_dataset_to_predict_kubernetes\/\">[link]<\/a><\/span>   <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1j6lp5f\/looking_for_a_dataset_to_predict_kubernetes\/\">[comments]<\/a><\/span><\/p><div class='watch-action'><div class='watch-position align-right'><div class='action-like'><a class='lbg-style1 like-32970 jlk' href='javascript:void(0)' data-task='like' data-post_id='32970' data-nonce='65e0e39b87' rel='nofollow'><img class='wti-pixel' src='https:\/\/www.graviton.at\/letterswaplibrary\/wp-content\/plugins\/wti-like-post\/images\/pixel.gif' title='Like' \/><span class='lc-32970 lc'>0<\/span><\/a><\/div><\/div> <div class='status-32970 status align-right'><\/div><\/div><div class='wti-clear'><\/div>","protected":false},"excerpt":{"rendered":"<p>Hi all, I\u2019m building an AI\/ML model to predict Kubernetes failures (pod crashes, resource exhaustion, network issues,&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[85],"tags":[],"class_list":["post-32970","post","type-post","status-publish","format-standard","hentry","category-datatards","wpcat-85-id"],"_links":{"self":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/32970","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/comments?post=32970"}],"version-history":[{"count":0,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/32970\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/media?parent=32970"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/categories?post=32970"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/tags?post=32970"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}