{"id":2863,"date":"2024-11-21T15:24:10","date_gmt":"2024-11-21T15:24:10","guid":{"rendered":"https:\/\/www.aisupersmart.com\/Question-Answer\/question\/kubeflow-vs-vertex-ai-pipelines\/"},"modified":"2024-11-21T15:24:10","modified_gmt":"2024-11-21T15:24:10","slug":"kubeflow-vs-vertex-ai-pipelines","status":"publish","type":"question","link":"https:\/\/www.aisupersmart.com\/Question-Answer\/question\/kubeflow-vs-vertex-ai-pipelines\/","title":{"rendered":"Kubeflow vs Vertex AI Pipelines"},"content":{"rendered":"<div class=\"votecell post-layout--left\">\n<div class=\"js-voting-container d-flex jc-center fd-column ai-center gs4 fc-black-300\"><\/div>\n<\/div>\n<div class=\"postcell post-layout--right\">\n<div class=\"s-prose js-post-body\">\n<p>I was exploring kubeflow pipelines and Vertex AI pipelines. From what I understand, Vertex AI pipelines is a managed version of kubeflow pipelines so one doesn&#8217;t need to deploy a full fledged kubeflow instance. In that respect, pricing aside, Vertex AI pipelines is a better choice. But then, in kubeflow, one can create\u00a0<a href=\"https:\/\/www.kubeflow.org\/docs\/components\/pipelines\/concepts\/experiment\/\" rel=\"nofollow noopener\" target=\"_blank\">experiments<\/a>, an equivalent for which I have not found in Vertex AI pipelines. The only kubeflow features that Vertex AI does not support that I have been able to spot in the\u00a0<a href=\"https:\/\/cloud.google.com\/vertex-ai\/docs\/pipelines\/migrate-kfp#features_not_supported_in\" rel=\"nofollow noopener\" target=\"_blank\">documentation<\/a>\u00a0are &#8220;Cache expiration&#8221; and &#8220;Recursion&#8221; but they do not mention anything about experiments. Makes me wonder if there are other differences that are worth considering when deciding between the two.<\/p>\n<\/div>\n<\/div>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","template":"","question-category":[87],"question_tags":[],"class_list":["post-2863","question","type-question","status-publish","hentry","question-category-coding"],"_links":{"self":[{"href":"https:\/\/www.aisupersmart.com\/Question-Answer\/wp-json\/wp\/v2\/question\/2863","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.aisupersmart.com\/Question-Answer\/wp-json\/wp\/v2\/question"}],"about":[{"href":"https:\/\/www.aisupersmart.com\/Question-Answer\/wp-json\/wp\/v2\/types\/question"}],"author":[{"embeddable":true,"href":"https:\/\/www.aisupersmart.com\/Question-Answer\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.aisupersmart.com\/Question-Answer\/wp-json\/wp\/v2\/comments?post=2863"}],"wp:attachment":[{"href":"https:\/\/www.aisupersmart.com\/Question-Answer\/wp-json\/wp\/v2\/media?parent=2863"}],"wp:term":[{"taxonomy":"question-category","embeddable":true,"href":"https:\/\/www.aisupersmart.com\/Question-Answer\/wp-json\/wp\/v2\/question-category?post=2863"},{"taxonomy":"question_tags","embeddable":true,"href":"https:\/\/www.aisupersmart.com\/Question-Answer\/wp-json\/wp\/v2\/question_tags?post=2863"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}