{"id":14,"date":"2022-06-09T12:49:23","date_gmt":"2022-06-09T12:49:23","guid":{"rendered":"https:\/\/eck.uidev.site\/?page_id=14"},"modified":"2023-07-14T16:09:23","modified_gmt":"2023-07-14T16:09:23","slug":"challenges","status":"publish","type":"page","link":"https:\/\/markets.eckerson.com\/next-generation-data-catalogs\/challenges\/","title":{"rendered":"Evolution"},"content":{"rendered":"<div class=\"entry-content\">\n\t<div style=\" z-index: 2\" class=\"simplesub wow zoomIn bggrey b100w notoppover footover ceven withtitle singleno\">\n\t\t\t\t<h1>Evolution<\/h1>\n\t\t\n\t\t<div class=\"textblockwrap\">\n\n\t\t\t\t\t\t<div class=\"txt\">\n\t\t\t<p><span style=\"font-weight: 400\">Alation launched one of the first data catalogs in 2015 and since then there has been rapid innovation in the space. Data privacy and other regulations spawned data privacy and security innovations using auto-classification and tagging.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400\">For the past four years, vendors have introduced numerous features designed to assist data stewards and owners apply data governance policies, standards, and workflows. The business glossary was the first of many data governance features that have been incorporated into data catalogs.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400\">More recently, vendors have provided users access to actual data, not just metadata, via direct query or data virtualization engines. Data lineage helps users understand the origins of data and shows developers the impact of changes on downstream systems.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400\">Today, vendors are incorporated artificial intelligence to automate many facets of data governance. The term \u201cactive metadata\u201d is now common parlance. Metadata now triggers alerts, actions, and workflows to improve data governance operations.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400\">Finally, Wayne Eckerson thinks that data catalogs will soon spawn data marketplaces to help organizations automate the provisioning and consumption of data products. <\/span><\/p>\n\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"sub\">\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t<div class=\"quote\">\n\t\t\t\t\t<p>\u201cWayne Eckerson believes data catalogs will soon spawn data marketplaces to automate the provisioning and consumption of data products.\u201d<\/p>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\n\t\t\t\t\n\n\t\t\t\t\n\n\n\n\n\t\t\t\t\t\t\t\t<div class=\"vidimg\">\n\t\t\t\t\t<div class=\"img\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"iframelink\">youtu.be\/B3eEOvvSQ1Q<\/div>\n\t\t\t\t\t\t<iframe class=\"videoem\" src=\"https:\/\/www.youtube.com\/embed\/B3eEOvvSQ1Q?rel=0\" title=\"YouTube video player\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen=\"\"><\/iframe>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"txtlnk\">\n\t\t\t\t\t\t<p><\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\t\n\t<\/div>\n<\/div>\t\n\n<div class=\"entry-content\">\n\t<div style=\" z-index: 2\" class=\"simplesub wow zoomIn bgorange b80w notoppover footover cignore singleyes\">\n\t\t\n\t\t<div class=\"textblockwrap\">\n\n\t\t\t\t\t\t<div class=\"sub\">\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\n\t\t\t\t\n\n\t\t\t\t\t\t\t\t<div class=\"cfigure bgwhite\">\n\t\t\t\t\t<h2>Figure 2. Evolution and Key Innovations<\/h2>\n\t\t\t\t\t\n\n\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/markets.eckerson.com\/next-generation-data-catalogs\/wp-content\/uploads\/sites\/19\/2023\/07\/Figure-2.png\" alt=\"\" \/>\n\t\t\t\t\t\n\n\n\n\n\t\t\t\t\t\t\t\t\t\t<a class=\"close\" href=\"https:\/\/markets.eckerson.com\/next-generation-data-catalogs\/wp-content\/uploads\/sites\/19\/2023\/07\/Figure-2.png\">Close<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\n\n\n\n\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\t\n\t<\/div>\n<\/div>\t\n\n<div class=\"entry-content\">\n\t<div style=\" z-index: 1\" class=\"wow fadeInDown resources bgblue topunder colsingle b60w\">\n\t<h2>Additional Resources<\/h2>\n\t<ul>\n\t\t\t\t<li><a class=\"icon sml iwebsite\" target=\"_blank\" href=\"https:\/\/www.eckerson.com\/register?content=when-a-data-catalog-is-not-enough-the-case-for-the-self-service-analytics-workbench\">Joe Hilleary, \u201cWhen a Data Catalog is Not Enough: The Case for a Self-Service Analytics Workbench,\u201d Eckerson Group, January 2021.<\/a><\/li>\n\t\t\t<\/ul>\n<\/div>\n\t<\/div>","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":1343,"parent":0,"menu_order":3,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"class_list":["post-14","page","type-page","status-publish","has-post-thumbnail","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/markets.eckerson.com\/next-generation-data-catalogs\/wp-json\/wp\/v2\/pages\/14","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/markets.eckerson.com\/next-generation-data-catalogs\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/markets.eckerson.com\/next-generation-data-catalogs\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/markets.eckerson.com\/next-generation-data-catalogs\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/markets.eckerson.com\/next-generation-data-catalogs\/wp-json\/wp\/v2\/comments?post=14"}],"version-history":[{"count":61,"href":"https:\/\/markets.eckerson.com\/next-generation-data-catalogs\/wp-json\/wp\/v2\/pages\/14\/revisions"}],"predecessor-version":[{"id":2402,"href":"https:\/\/markets.eckerson.com\/next-generation-data-catalogs\/wp-json\/wp\/v2\/pages\/14\/revisions\/2402"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/markets.eckerson.com\/next-generation-data-catalogs\/wp-json\/wp\/v2\/media\/1343"}],"wp:attachment":[{"href":"https:\/\/markets.eckerson.com\/next-generation-data-catalogs\/wp-json\/wp\/v2\/media?parent=14"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}