{"id":16695,"date":"2020-11-18T19:40:27","date_gmt":"2020-11-18T19:40:27","guid":{"rendered":"https:\/\/howk.de\/w1\/article-beyond-the-database-and-beyond-the-stream-processor-whats-the-next-step-for-data-management\/"},"modified":"2020-11-18T19:40:27","modified_gmt":"2020-11-18T19:40:27","slug":"article-beyond-the-database-and-beyond-the-stream-processor-whats-the-next-step-for-data-management","status":"publish","type":"post","link":"https:\/\/howk.de\/?p=16695","title":{"rendered":"Article: Beyond the Database, and Beyond the Stream Processor: What&#8217;s the Next Step for Data Management?"},"content":{"rendered":"<p><img decoding=\"async\" src=\"https:\/\/res.infoq.com\/articles\/whats-the-next-step-for-data-management\/en\/headerimage\/croppted-9g2iHT4Q-1605276684941.jpeg\"\/><\/p>\n<p>Databases have been around forever with the same shape: you make a request to your data and then you receive an answer. Now, stream processors came along with a different approach: data isn\u2019t locked up, it is in motion. Understand how stream processors and databases relate and why there is an emerging new category of databases that focus on data that stays in place as well as data that moves.<\/p>\n<p> <i>By Ben Stopford<\/i><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Databases have been around forever with the same shape: you make a request to your data and then you receive an answer. Now, stream processors came along with a different approach: data isn\u2019t locked up, it is in motion. Understand how stream processors and databases relate and why there is an emerging new category of [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.9.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Article: Beyond the Database, and Beyond the Stream Processor: What&#039;s the Next Step for Data Management? - Howk IT-Dienstleistungen<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/howk.de\/?p=16695\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Article: Beyond the Database, and Beyond the Stream Processor: What&#039;s the Next Step for Data Management? - Howk IT-Dienstleistungen\" \/>\n<meta property=\"og:description\" content=\"Databases have been around forever with the same shape: you make a request to your data and then you receive an answer. Now, stream processors came along with a different approach: data isn\u2019t locked up, it is in motion. Understand how stream processors and databases relate and why there is an emerging new category of [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/howk.de\/?p=16695\" \/>\n<meta property=\"og:site_name\" content=\"Howk IT-Dienstleistungen\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/howk.de\" \/>\n<meta property=\"article:published_time\" content=\"2020-11-18T19:40:27+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/res.infoq.com\/articles\/whats-the-next-step-for-data-management\/en\/headerimage\/croppted-9g2iHT4Q-1605276684941.jpeg\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/howk.de\/?p=16695#article\",\"isPartOf\":{\"@id\":\"https:\/\/howk.de\/?p=16695\"},\"author\":{\"name\":\"admin\",\"@id\":\"https:\/\/howk.de\/#\/schema\/person\/b029bd02d4f35dce869ef54c81a100c5\"},\"headline\":\"Article: Beyond the Database, and Beyond the Stream Processor: What&#8217;s the Next Step for Data Management?\",\"datePublished\":\"2020-11-18T19:40:27+00:00\",\"dateModified\":\"2020-11-18T19:40:27+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/howk.de\/?p=16695\"},\"wordCount\":90,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/howk.de\/#organization\"},\"articleSection\":[\"Hi Tech\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/howk.de\/?p=16695#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/howk.de\/?p=16695\",\"url\":\"https:\/\/howk.de\/?p=16695\",\"name\":\"Article: Beyond the Database, and Beyond the Stream Processor: What's the Next Step for Data Management? - Howk IT-Dienstleistungen\",\"isPartOf\":{\"@id\":\"https:\/\/howk.de\/#website\"},\"datePublished\":\"2020-11-18T19:40:27+00:00\",\"dateModified\":\"2020-11-18T19:40:27+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/howk.de\/?p=16695#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/howk.de\/?p=16695\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/howk.de\/?p=16695#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/howk.de\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Article: Beyond the Database, and Beyond the Stream Processor: What&#8217;s the Next Step for Data Management?\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/howk.de\/#website\",\"url\":\"https:\/\/howk.de\/\",\"name\":\"Howk IT-Dienstleistungen\",\"description\":\"Howk IT Services - Howk IT-Dienstleistungen\",\"publisher\":{\"@id\":\"https:\/\/howk.de\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/howk.de\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/howk.de\/#organization\",\"name\":\"HowK\",\"url\":\"https:\/\/howk.de\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/howk.de\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/howk.de\/w1\/wp-content\/uploads\/2013\/12\/howk-logo.png\",\"contentUrl\":\"https:\/\/howk.de\/w1\/wp-content\/uploads\/2013\/12\/howk-logo.png\",\"width\":170,\"height\":170,\"caption\":\"HowK\"},\"image\":{\"@id\":\"https:\/\/howk.de\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/howk.de\",\"http:\/\/de.linkedin.com\/in\/howkde\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/howk.de\/#\/schema\/person\/b029bd02d4f35dce869ef54c81a100c5\",\"name\":\"admin\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/howk.de\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/b5a20f4d07bca1b73f25cff58a1116c4?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/b5a20f4d07bca1b73f25cff58a1116c4?s=96&d=mm&r=g\",\"caption\":\"admin\"},\"url\":\"https:\/\/howk.de\/?author=1\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Article: Beyond the Database, and Beyond the Stream Processor: What's the Next Step for Data Management? - Howk IT-Dienstleistungen","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/howk.de\/?p=16695","og_locale":"en_US","og_type":"article","og_title":"Article: Beyond the Database, and Beyond the Stream Processor: What's the Next Step for Data Management? - Howk IT-Dienstleistungen","og_description":"Databases have been around forever with the same shape: you make a request to your data and then you receive an answer. Now, stream processors came along with a different approach: data isn\u2019t locked up, it is in motion. Understand how stream processors and databases relate and why there is an emerging new category of [&hellip;]","og_url":"https:\/\/howk.de\/?p=16695","og_site_name":"Howk IT-Dienstleistungen","article_publisher":"https:\/\/www.facebook.com\/howk.de","article_published_time":"2020-11-18T19:40:27+00:00","og_image":[{"url":"https:\/\/res.infoq.com\/articles\/whats-the-next-step-for-data-management\/en\/headerimage\/croppted-9g2iHT4Q-1605276684941.jpeg"}],"author":"admin","twitter_card":"summary_large_image","twitter_misc":{"Written by":"admin"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/howk.de\/?p=16695#article","isPartOf":{"@id":"https:\/\/howk.de\/?p=16695"},"author":{"name":"admin","@id":"https:\/\/howk.de\/#\/schema\/person\/b029bd02d4f35dce869ef54c81a100c5"},"headline":"Article: Beyond the Database, and Beyond the Stream Processor: What&#8217;s the Next Step for Data Management?","datePublished":"2020-11-18T19:40:27+00:00","dateModified":"2020-11-18T19:40:27+00:00","mainEntityOfPage":{"@id":"https:\/\/howk.de\/?p=16695"},"wordCount":90,"commentCount":0,"publisher":{"@id":"https:\/\/howk.de\/#organization"},"articleSection":["Hi Tech"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/howk.de\/?p=16695#respond"]}]},{"@type":"WebPage","@id":"https:\/\/howk.de\/?p=16695","url":"https:\/\/howk.de\/?p=16695","name":"Article: Beyond the Database, and Beyond the Stream Processor: What's the Next Step for Data Management? - Howk IT-Dienstleistungen","isPartOf":{"@id":"https:\/\/howk.de\/#website"},"datePublished":"2020-11-18T19:40:27+00:00","dateModified":"2020-11-18T19:40:27+00:00","breadcrumb":{"@id":"https:\/\/howk.de\/?p=16695#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/howk.de\/?p=16695"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/howk.de\/?p=16695#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/howk.de\/"},{"@type":"ListItem","position":2,"name":"Article: Beyond the Database, and Beyond the Stream Processor: What&#8217;s the Next Step for Data Management?"}]},{"@type":"WebSite","@id":"https:\/\/howk.de\/#website","url":"https:\/\/howk.de\/","name":"Howk IT-Dienstleistungen","description":"Howk IT Services - Howk IT-Dienstleistungen","publisher":{"@id":"https:\/\/howk.de\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/howk.de\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/howk.de\/#organization","name":"HowK","url":"https:\/\/howk.de\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/howk.de\/#\/schema\/logo\/image\/","url":"https:\/\/howk.de\/w1\/wp-content\/uploads\/2013\/12\/howk-logo.png","contentUrl":"https:\/\/howk.de\/w1\/wp-content\/uploads\/2013\/12\/howk-logo.png","width":170,"height":170,"caption":"HowK"},"image":{"@id":"https:\/\/howk.de\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/howk.de","http:\/\/de.linkedin.com\/in\/howkde"]},{"@type":"Person","@id":"https:\/\/howk.de\/#\/schema\/person\/b029bd02d4f35dce869ef54c81a100c5","name":"admin","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/howk.de\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/b5a20f4d07bca1b73f25cff58a1116c4?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/b5a20f4d07bca1b73f25cff58a1116c4?s=96&d=mm&r=g","caption":"admin"},"url":"https:\/\/howk.de\/?author=1"}]}},"_links":{"self":[{"href":"https:\/\/howk.de\/index.php?rest_route=\/wp\/v2\/posts\/16695"}],"collection":[{"href":"https:\/\/howk.de\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/howk.de\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/howk.de\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/howk.de\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=16695"}],"version-history":[{"count":0,"href":"https:\/\/howk.de\/index.php?rest_route=\/wp\/v2\/posts\/16695\/revisions"}],"wp:attachment":[{"href":"https:\/\/howk.de\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=16695"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/howk.de\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=16695"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/howk.de\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=16695"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}