{"id":1906,"date":"2025-02-23T15:22:23","date_gmt":"2025-02-23T14:22:23","guid":{"rendered":"https:\/\/astrum.netblue.de\/?post_type=use-case&#038;p=1906"},"modified":"2025-03-31T11:47:26","modified_gmt":"2025-03-31T09:47:26","slug":"maximum-performance-with-data-integration-of-time-series","status":"publish","type":"use-case","link":"https:\/\/www.astrum-it.de\/en\/use-case\/maximum-performance-with-data-integration-of-time-series\/","title":{"rendered":"Maximum performance with data integration of time series"},"content":{"rendered":"<div class=\"col text-left\">\n<div id=\"section-1465\" class=\"anchor position-relative article\">\n<div class=\"col text-left\">\n<div id=\"section-1465\" class=\"anchor position-relative article\">\n<div>\n<h3>1. starting position<\/h3>\n<div class=\"p\">\n<ul>\n<li>The task was to replace a legacy system for monitoring the condition of rolling bearings that was already operating beyond the limits of its scalability.<\/li>\n<li>Performance and memory problems were exacerbated by the addition of further monitoring objects.<\/li>\n<li>A data inventory of currently 3 years and the continuous expansion of monitoring data did not allow the old system to be taken offline during the migration.<\/li>\n<li>The new system had to be able to process both existing data records (&gt;1Tbyte) and new incoming data.<\/li>\n<li>In addition, the new system was to be prepared for extended data processing as part of predictive maintenance.<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"col text-left\">\n<div id=\"section-1466\" class=\"anchor position-relative article\">\n<div>\n<h3>2. procedure\/solution approach<\/h3>\n<div class=\"p\">\n<ul>\n<li>Various available open source tools were evaluated in terms of stability, reliability and performance.<\/li>\n<li>&#8230;<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"featured_media":1279,"template":"","meta":{"_acf_changed":false,"rs_blank_template":"","rs_page_bg_color":"","slide_template_v7":"","_links_to":"","_links_to_target":""},"use-case-kategorie":[60],"class_list":["post-1906","use-case","type-use-case","status-publish","has-post-thumbnail","hentry","use-case-kategorie-automation-en"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.astrum-it.de\/en\/wp-json\/wp\/v2\/use-case\/1906","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.astrum-it.de\/en\/wp-json\/wp\/v2\/use-case"}],"about":[{"href":"https:\/\/www.astrum-it.de\/en\/wp-json\/wp\/v2\/types\/use-case"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.astrum-it.de\/en\/wp-json\/wp\/v2\/media\/1279"}],"wp:attachment":[{"href":"https:\/\/www.astrum-it.de\/en\/wp-json\/wp\/v2\/media?parent=1906"}],"wp:term":[{"taxonomy":"use-case-kategorie","embeddable":true,"href":"https:\/\/www.astrum-it.de\/en\/wp-json\/wp\/v2\/use-case-kategorie?post=1906"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}