{"id":8207,"date":"2024-03-12T11:30:00","date_gmt":"2024-03-12T10:30:00","guid":{"rendered":"https:\/\/aspecta.sk\/?p=8207"},"modified":"2024-10-21T10:54:08","modified_gmt":"2024-10-21T08:54:08","slug":"finops-a-optimalizacia-kubernetes-clustrov-prinasa-vw-group-vyrazne-uspory","status":"publish","type":"post","link":"https:\/\/aspecta.sk\/en\/finops-a-optimalizacia-kubernetes-clustrov-prinasa-vw-group-vyrazne-uspory\/","title":{"rendered":"FinOps and Kubernetes cluster optimization brings significant savings to VW Group"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"8207\" class=\"elementor elementor-8207\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2471c83 elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"2471c83\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-a7ba2ae\" data-id=\"a7ba2ae\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-04225cb elementor-align-left elementor-widget elementor-widget-elementskit-category-list\" data-id=\"04225cb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"elementskit-category-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ekit-wid-con\" >\t\t<ul class=\"elementor-icon-list-items elementor-inline-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t<a href=\"https:\/\/aspecta.sk\/category\/case-studies\/\" >\n                                                    <span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-double-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34zm192-34l-136-136c-9.4-9.4-24.6-9.4-33.9 0l-22.6 22.6c-9.4 9.4-9.4 24.6 0 33.9l96.4 96.4-96.4 96.4c-9.4 9.4-9.4 24.6 0 33.9l22.6 22.6c9.4 9.4 24.6 9.4 33.9 0l136-136c9.4-9.2 9.4-24.4 0-33.8z\"><\/path><\/svg>                            <\/span>\n                                                <span class=\"elementor-icon-list-text\">Case Studies<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t<a href=\"https:\/\/aspecta.sk\/category\/cloud\/\" >\n                                                    <span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-double-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34zm192-34l-136-136c-9.4-9.4-24.6-9.4-33.9 0l-22.6 22.6c-9.4 9.4-9.4 24.6 0 33.9l96.4 96.4-96.4 96.4c-9.4 9.4-9.4 24.6 0 33.9l22.6 22.6c9.4 9.4 24.6 9.4 33.9 0l136-136c9.4-9.2 9.4-24.4 0-33.8z\"><\/path><\/svg>                            <\/span>\n                                                <span class=\"elementor-icon-list-text\">Cloud<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-34eb9846 elementor-widget elementor-widget-heading\" data-id=\"34eb9846\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">FinOps a optimaliz\u00e1cia Kubernetes clustrov prin\u00e1\u0161a VW Group v\u00fdrazn\u00e9 \u00faspory<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-448e21c elementor-widget elementor-widget-text-editor\" data-id=\"448e21c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div><!--ScriptorStartFragment--><div class=\"scriptor-paragraph\">Volkswagen Group dosiahol v\u00fdznamn\u00e9 zn\u00ed\u017eenie n\u00e1kladov a zefekt\u00edvnenie vyu\u017e\u00edvania zdrojov vo svojich Kubernetes clustroch v\u010faka implement\u00e1cii FinOps pr\u00edstupu navrhnut\u00e9ho spolo\u010dnos\u0165ou Aspecta. Tento projekt nielen optimalizoval prev\u00e1dzku, ale aj polo\u017eil z\u00e1klady pre dlhodob\u00fa efektivitu v oblasti cloud computingu.<\/div><!--ScriptorEndFragment--><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d91149d elementor-widget elementor-widget-heading\" data-id=\"d91149d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">K\u013e\u00fa\u010dov\u00e9 body:<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cef3891 elementor-widget elementor-widget-text-editor\" data-id=\"cef3891\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"color: #ff0000;\"><strong>\u2713<\/strong> <\/span>Zn\u00ed\u017eenie n\u00e1kladov na cloudov\u00e9 zdroje <strong>o desiatky percent<\/strong> prostredn\u00edctvom FinOps pr\u00edstupu<br \/><span style=\"color: #ff0000;\"><strong>\u2713<\/strong> <\/span>Efekt\u00edvna <strong>optimaliz\u00e1cia a monitorovanie<\/strong> Kubernetes clustrov v re\u00e1lnom \u010dase<br \/><span style=\"color: #ff0000;\"><strong>\u2713<\/strong> <\/span>Zlep\u0161enie <strong>v\u00fdkonnosti a stability<\/strong> aplik\u00e1ci\u00ed na AWS platforme<br \/><span style=\"color: #ff0000;\"><strong>\u2713<\/strong> <\/span>Flexibiln\u00e9 rie\u0161enia prisp\u00f4soben\u00e9 komplexn\u00fdm IT infra\u0161trukt\u00faram<br \/><span style=\"color: #ff0000;\"><strong>\u2713<\/strong> <\/span><strong>Dlhodob\u00e9 \u00faspory<\/strong> a technologick\u00e1 pripravenos\u0165 na bud\u00face v\u00fdzvy<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5cf5ac8 elementor-position-inline-start elementor-view-default elementor-widget elementor-widget-icon-box\" data-id=\"5cf5ac8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-calendar-page-empty\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\t08. september 2024 \u2503 7 min\u00fat \u010d\u00edtania\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-a6351d5\" data-id=\"a6351d5\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ed6572a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ed6572a\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-8d7d6cf\" data-id=\"8d7d6cf\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-68b4eaa elementor-widget elementor-widget-text-editor\" data-id=\"68b4eaa\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>V s\u00fa\u010dasnom automobilovom priemysle je efekt\u00edvne vyu\u017e\u00edvanie cloudov\u00fdch technol\u00f3gi\u00ed k\u013e\u00fa\u010dov\u00e9 pre udr\u017eanie konkurencieschopnosti. Mnoh\u00e9 spolo\u010dnosti \u010delia v\u00fdzvam spojen\u00fdm s optimaliz\u00e1ciou svojich Kubernetes clustrov, ktor\u00e9 \u010dasto ved\u00fa k nadmern\u00e9mu vyu\u017e\u00edvaniu zdrojov a zbyto\u010dn\u00fdm n\u00e1kladom. Trend implement\u00e1cie FinOps pr\u00edstupov sa st\u00e1va \u010doraz v\u00fdznamnej\u0161\u00edm rie\u0161en\u00edm, ke\u010f\u017ee umo\u017e\u0148uje lep\u0161ie riadenie n\u00e1kladov a efekt\u00edvnej\u0161ie vyu\u017e\u00edvanie cloudov\u00fdch zdrojov.<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-55280532 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"55280532\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-ce87738\" data-id=\"ce87738\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3901253d elementor-widget elementor-widget-image\" data-id=\"3901253d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/aspecta.sk\/wp-content\/uploads\/elementor\/thumbs\/logo-V-KRIVKACH-PIKTOGRAM-pcrkedkfd009j4j9ivks8slnpnrepar9vcpp9tosvk.png\" title=\"Logo Aspecta\" alt=\"aspecta logo\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-60ec5722\" data-id=\"60ec5722\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1030eda elementor-widget elementor-widget-heading\" data-id=\"1030eda\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Klient<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2bc2672 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2bc2672\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4bea547\" data-id=\"4bea547\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-bfa55bb elementor-widget elementor-widget-text-editor\" data-id=\"bfa55bb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><!--ScriptorStartFragment--><\/p><div class=\"scriptor-paragraph\"><div><!--ScriptorStartFragment--><div class=\"scriptor-paragraph\">Volkswagen Group, jeden z najv\u00e4\u010d\u0161\u00edch svetov\u00fdch v\u00fdrobcov automobilov, je zn\u00e1my svojou inovat\u00edvnos\u0165ou a technologick\u00fdm pokrokom. Spolo\u010dnos\u0165 prev\u00e1dzkuje rozsiahlu IT infra\u0161trukt\u00faru vr\u00e1tane Kubernetes clustrov na platforme Container as a Service (CaaS) v Amazon Web Services (AWS), ktor\u00e1 podporuje \u0161irok\u00e9 spektrum aplik\u00e1ci\u00ed a slu\u017eieb naprie\u010d celou skupinou.<\/div><!--ScriptorEndFragment--><\/div><\/div><p><!--ScriptorEndFragment--><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5affcdb elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5affcdb\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-f7315be\" data-id=\"f7315be\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-aaad0c0 elementor-widget elementor-widget-image\" data-id=\"aaad0c0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/aspecta.sk\/wp-content\/uploads\/elementor\/thumbs\/logo-V-KRIVKACH-PIKTOGRAM-pcrkedkfd009j4j9ivks8slnpnrepar9vcpp9tosvk.png\" title=\"Logo Aspecta\" alt=\"aspecta logo\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-ecd8bd6\" data-id=\"ecd8bd6\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-61ab564 elementor-widget elementor-widget-heading\" data-id=\"61ab564\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Probl\u00e9m: Nadmern\u00e9 vyu\u017e\u00edvanie zdrojov a vysok\u00e9 n\u00e1klady\n\u200b<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-652d2b9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"652d2b9\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6c7b747\" data-id=\"6c7b747\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-958f8d3 elementor-widget elementor-widget-text-editor\" data-id=\"958f8d3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>VW Group \u010delil z\u00e1va\u017en\u00e9mu probl\u00e9mu s nadmern\u00fdm vyu\u017e\u00edvan\u00edm zdrojov vo svojich <a href=\"https:\/\/kubernetes.io\/docs\/concepts\/architecture\/\" target=\"_blank\" rel=\"noopener\">Kubernetes clustroch<\/a>. Anal\u00fdza odhalila, \u017ee vysok\u00fd objem pam\u00e4te a CPU v t\u00fdchto clustroch je mo\u017en\u00e9 v\u00fdrazne zn\u00ed\u017ei\u0165. Tento probl\u00e9m sa prejavil najm\u00e4 pri \u0161k\u00e1lovan\u00ed aplik\u00e1ci\u00ed a zbyto\u010dne spotreboval zdroje.<\/p><p>Identifikovan\u00e1 neefektivita priniesla <b>mo\u017enosti zn\u00ed\u017ei\u0165 n\u00e1klady o mili\u00f3ny EUR ro\u010dne<\/b>, v z\u00e1vislosti od zvolen\u00e9ho AWS pl\u00e1nu. Optimaliz\u00e1cia pam\u00e4te a CPU nielen zn\u00ed\u017eila prev\u00e1dzkov\u00e9 n\u00e1klady, ale aj umo\u017enila lep\u0161ie pl\u00e1novanie kapac\u00edt a efekt\u00edvnej\u0161ie \u0161k\u00e1lovanie infra\u0161trukt\u00fary.<\/p><p>Plytvanie zdrojmi komplikovalo nasadzovanie nov\u00fdch slu\u017eieb a br\u00e1nilo VW Group v plnom vyu\u017eit\u00ed potenci\u00e1lu ich cloudovej infra\u0161trukt\u00fary. Zefekt\u00edvnenie vyu\u017e\u00edvania cloudov\u00fdch zdrojov bolo k\u013e\u00fa\u010dom k posilneniu konkurencieschopnosti v r\u00fdchlo sa meniacom automobilovom priemysle.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-392a9ca elementor-widget elementor-widget-text-editor\" data-id=\"392a9ca\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div><p><!--ScriptorStartFragment--><\/p><p><strong>VW Group si stanovil nasleduj\u00face ciele pre optimaliz\u00e1ciu svojich Kubernetes clustrov:<\/strong><\/p><ul><li>V\u00fdrazne zn\u00ed\u017ei\u0165 nadmern\u00e9 vyu\u017e\u00edvanie zdrojov v Kubernetes clustroch.<\/li><li>Minimalizova\u0165 zbyto\u010dn\u00e9 n\u00e1klady spojen\u00e9 s nevyu\u017eit\u00fdmi zdrojmi.<\/li><li>Zavies\u0165 efekt\u00edvny syst\u00e9m monitorovania a riadenia vyu\u017e\u00edvania cloudov\u00fdch zdrojov.<\/li><li>Implementova\u0165 dlhodob\u00fa strat\u00e9giu pre optimaliz\u00e1ciu n\u00e1kladov a vyu\u017eitia zdrojov.<\/li><li>Zlep\u0161i\u0165 celkov\u00fa efektivitu a v\u00fdkonnos\u0165 Kubernetes platformy.<\/li><\/ul><p><!--ScriptorEndFragment--><\/p><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b8a91c4 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b8a91c4\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-f0fd198\" data-id=\"f0fd198\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ec2d4f4 elementor-widget elementor-widget-image\" data-id=\"ec2d4f4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/aspecta.sk\/wp-content\/uploads\/elementor\/thumbs\/logo-V-KRIVKACH-PIKTOGRAM-pcrkedkfd009j4j9ivks8slnpnrepar9vcpp9tosvk.png\" title=\"Logo Aspecta\" alt=\"aspecta logo\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-fa7ce1c\" data-id=\"fa7ce1c\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5e5e0a9 elementor-widget elementor-widget-heading\" data-id=\"5e5e0a9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Rie\u0161enie: Implement\u00e1cia FinOps pr\u00edstupu<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-cb8b14d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"cb8b14d\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3e3ae41\" data-id=\"3e3ae41\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7e12371 elementor-widget elementor-widget-text-editor\" data-id=\"7e12371\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Spolo\u010dnos\u0165 Aspecta navrhla komplexn\u00e9 rie\u0161enie zalo\u017een\u00e9 na implement\u00e1cii FinOps pr\u00edstupu, ktor\u00e9 bolo rozdelen\u00e9 do troch f\u00e1z:<\/p><p><strong>Kr\u00e1tkodob\u00e1 f\u00e1za<\/strong> zah\u0155\u0148ala r\u00fdchle nasadenie FinOps n\u00e1strojov a vykonanie h\u013abkovej anal\u00fdzy spotreby zdrojov. T\u00e1to f\u00e1za bola navrhnut\u00e1 tak, aby sa mohla za\u010da\u0165 okam\u017eite a trvala nieko\u013eko t\u00fd\u017ed\u0148ov. Po\u010das tohto obdobia t\u00edm Aspecta identifikoval k\u013e\u00fa\u010dov\u00e9 oblasti neefektivity a vytvoril detailn\u00fa mapu vyu\u017e\u00edvania zdrojov naprie\u010d v\u0161etk\u00fdmi Kubernetes clustrami VW Group.<\/p><p><strong>Strednodob\u00e1 f\u00e1za<\/strong> sa zamerala na adapt\u00e1ciu FinOps pr\u00edstupu v t\u00edmoch v\u00fdvoj\u00e1rov, vlastn\u00edkov aplik\u00e1ci\u00ed a t\u00edmu CaaS. Toto zah\u0155\u0148alo workshop, ktor\u00fd mal za cie\u013e zmeni\u0165 kult\u00faru a pr\u00edstup k vyu\u017e\u00edvaniu cloudov\u00fdch zdrojov. T\u00edmy sa nau\u010dili, ako efekt\u00edvne pl\u00e1nova\u0165 a optimalizova\u0165 vyu\u017eitie zdrojov pre svoje aplik\u00e1cie a slu\u017eby.<\/p><p><strong>Dlhodob\u00e1 f\u00e1za<\/strong> sa s\u00fastredila na kontinu\u00e1lne zlep\u0161ovanie a zav\u00e1dzanie najlep\u0161\u00edch postupov pre spr\u00e1vu Kubernetes. Toto zah\u0155\u0148alo implement\u00e1ciu automatizovan\u00fdch n\u00e1strojov pre monitorovanie a optimaliz\u00e1ciu, pravideln\u00e9 audity vyu\u017e\u00edvania zdrojov a vytvorenie syst\u00e9mu pre priebe\u017en\u00e9 vzdel\u00e1vanie a aktualiz\u00e1ciu znalost\u00ed t\u00edmov o najnov\u0161\u00edch trendoch v oblasti cloud optimaliz\u00e1cie.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4e18851 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4e18851\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-f08486d\" data-id=\"f08486d\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8dddbef elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"8dddbef\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<i aria-hidden=\"true\" class=\"icon icon-rocket\"><\/i>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c896ccf elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"c896ccf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>Kr\u00e1tkodob\u00e1 f\u00e1za:<\/strong><\/p><ul><li style=\"text-align: left;\">r\u00fdchle nasadenie FinOps n\u00e1strojov a h\u013abkov\u00e1 anal\u00fdza spotreby zdrojov<\/li><li style=\"text-align: left;\">Identifik\u00e1cia k\u013e\u00fa\u010dov\u00fdch oblast\u00ed neefektivity<\/li><li style=\"text-align: left;\">vytvorenie detailnej mapy vyu\u017e\u00edvania zdrojov vo v\u0161etk\u00fdch Kubernetes clustroch VW Group<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-940eb60\" data-id=\"940eb60\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6f938d1 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"6f938d1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<i aria-hidden=\"true\" class=\"icon icon-team2\"><\/i>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bd04d23 elementor-widget elementor-widget-text-editor\" data-id=\"bd04d23\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>Strednodob\u00e1 f\u00e1za:<\/strong><\/p><ul><li style=\"text-align: left;\">adapt\u00e1cia FinOps pr\u00edstupu v t\u00edmoch v\u00fdvoj\u00e1rov, vlastn\u00edkov aplik\u00e1ci\u00ed a t\u00edmu CaaS<\/li><li style=\"text-align: left;\">\u0161kolenie t\u00edmov na efekt\u00edvne pl\u00e1novanie a optimaliz\u00e1ciu zdrojov pre aplik\u00e1cie a slu\u017eby<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-41f5650\" data-id=\"41f5650\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6ea1cb3 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"6ea1cb3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<i aria-hidden=\"true\" class=\"icon icon-chart2\"><\/i>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-745f52b elementor-widget elementor-widget-text-editor\" data-id=\"745f52b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"text-align: center;\"><strong>Dlhodob\u00e1 f\u00e1za:<\/strong><\/p><ul><li style=\"text-align: left;\">zav\u00e1dzanie najlep\u0161\u00edch postupov pre spr\u00e1vu Kubernetes<\/li><li style=\"text-align: left;\">Automatiz\u00e1cia monitorovania a optimaliz\u00e1cie<\/li><li style=\"text-align: left;\">vytvorenie syst\u00e9mu pre vzdel\u00e1vanie t\u00edmov v najnov\u0161\u00edch trendoch cloud optimaliz\u00e1cie<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-368d08a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"368d08a\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-72c4043\" data-id=\"72c4043\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-063a9c3 elementor-widget elementor-widget-text-editor\" data-id=\"063a9c3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Po\u010das implement\u00e1cie v\u00fdsledn\u00e9ho rie\u0161enia sa vyskytli v\u00fdzvy, ktor\u00e9 sme prekonali nasledovne:\u00a0<\/p><ul><li><strong>Po\u010diato\u010dn\u00e1 rezistencia t\u00edmov:<\/strong> Jednou z hlavn\u00fdch v\u00fdziev bola po\u010diato\u010dn\u00e1 rezistencia niektor\u00fdch t\u00edmov vo\u010di zmen\u00e1m v zau\u017e\u00edvan\u00fdch postupoch. Tento probl\u00e9m bol prekonan\u00fd prostredn\u00edctvom intenz\u00edvnej komunik\u00e1cie a demon\u0161tr\u00e1cie konkr\u00e9tnych pr\u00ednosov nov\u00e9ho pr\u00edstupu.<\/li><li><strong>Komplexnos\u0165 infra\u0161trukt\u00fary:<\/strong> Komplexnos\u0165 existuj\u00facej infra\u0161trukt\u00fary VW Group s\u0165a\u017eovala implement\u00e1ciu jednotn\u00e9ho pr\u00edstupu k optimaliz\u00e1cii. T\u00edm Aspecta vytvoril flexibiln\u00fd r\u00e1mec, ktor\u00fd bol prisp\u00f4soben\u00fd \u0161pecifick\u00fdm potreb\u00e1m r\u00f4znych \u010dast\u00ed organiz\u00e1cie.<\/li><li><strong>Technick\u00e9 probl\u00e9my:<\/strong> Probl\u00e9my ako integr\u00e1cia nov\u00fdch FinOps n\u00e1strojov s existuj\u00facimi syst\u00e9mami VW Group boli rie\u0161en\u00e9 \u00fazkou spolupr\u00e1cou s IT t\u00edmom klienta a postupn\u00fdm zav\u00e1dzan\u00edm zmien, ktor\u00e9 minimalizovali naru\u0161enie prev\u00e1dzky.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1841233 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1841233\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-b7b3d12\" data-id=\"b7b3d12\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6b68ab8 elementor-widget elementor-widget-image\" data-id=\"6b68ab8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/aspecta.sk\/wp-content\/uploads\/elementor\/thumbs\/logo-V-KRIVKACH-PIKTOGRAM-pcrkedkfd009j4j9ivks8slnpnrepar9vcpp9tosvk.png\" title=\"Logo Aspecta\" alt=\"aspecta logo\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-6101877\" data-id=\"6101877\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ae2ff34 elementor-widget elementor-widget-heading\" data-id=\"ae2ff34\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">V\u00fdsledky:  Zn\u00ed\u017eenie n\u00e1kladov a efekt\u00edvne vyu\u017e\u00edvanie zdrojov<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-04afc07 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"04afc07\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5963866\" data-id=\"5963866\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-94a94b9 elementor-widget elementor-widget-text-editor\" data-id=\"94a94b9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Implement\u00e1cia FinOps pr\u00edstupu a optimaliz\u00e1cia Kubernetes clustrov priniesli VW Group v\u00fdznamn\u00e9 v\u00fdsledky:<\/p><p><strong><span style=\"color: #ff0000;\">\u2713\u00a0 <\/span>\u00daspory na CPU a pam\u00e4ti<br \/><\/strong>V\u00fddavky na CPU a pam\u00e4\u0165 sa podarilo zn\u00ed\u017ei\u0165 o desiatky percent, \u010do predstavuje mesa\u010dn\u00e9 \u00faspory desiatky tis\u00edc EUR.<\/p><p><strong><span style=\"color: #ff0000;\">\u2713 \u00a0<\/span>Zlep\u0161enie v\u00fdkonnosti a stability<br \/><\/strong>Aplik\u00e1cie be\u017eiace na CaaS platforme s\u00fa teraz stabilnej\u0161ie a v\u00fdkonnej\u0161ie.<\/p><p><strong><span style=\"color: #ff0000;\">\u2713 \u00a0<\/span>Lep\u0161\u00ed preh\u013ead o vyu\u017e\u00edvan\u00ed zdrojov<br \/><\/strong>T\u00edmy z\u00edskali efekt\u00edvnej\u0161ie n\u00e1stroje na pl\u00e1novanie kapac\u00edt a r\u00fdchlej\u0161ie nasadzovanie nov\u00fdch slu\u017eieb.<\/p><p><strong><span style=\"color: #ff0000;\">\u2713 \u00a0<\/span>Pozit\u00edvny vplyv na organiza\u010dn\u00fa kult\u00faru<br \/><\/strong>T\u00edmy za\u010dali akt\u00edvne optimalizova\u0165 vyu\u017e\u00edvanie zdrojov, \u010do viedlo k zv\u00fd\u0161eniu celkovej efektivity IT oper\u00e1ci\u00ed VW Group.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-292b72c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"292b72c\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-86ae2e1\" data-id=\"86ae2e1\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-482823c elementor-widget elementor-widget-image\" data-id=\"482823c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/aspecta.sk\/wp-content\/uploads\/elementor\/thumbs\/logo-V-KRIVKACH-PIKTOGRAM-pcrkedkfd009j4j9ivks8slnpnrepar9vcpp9tosvk.png\" title=\"Logo Aspecta\" alt=\"aspecta logo\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-d5200e3\" data-id=\"d5200e3\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d25a3c9 elementor-widget elementor-widget-heading\" data-id=\"d25a3c9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Z\u00e1ver<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-d2616b1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d2616b1\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-daf8945\" data-id=\"daf8945\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7f6e3ee elementor-widget elementor-widget-text-editor\" data-id=\"7f6e3ee\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Projekt optimaliz\u00e1cie Kubernetes clustrov pre VW Group demon\u0161truje, ako m\u00f4\u017ee strategick\u00fd pr\u00edstup k spr\u00e1ve cloudov\u00fdch zdrojov prinies\u0165 <strong>v\u00fdznamn\u00e9 finan\u010dn\u00e9 \u00faspory a zlep\u0161i\u0165 celkov\u00fa efektivitu IT infra\u0161trukt\u00fary<\/strong>.<\/p><p>Implement\u00e1cia FinOps pr\u00edstupu nielen vyrie\u0161ila ak\u00fatny probl\u00e9m nadmern\u00e9ho vyu\u017e\u00edvania zdrojov, ale aj polo\u017eila z\u00e1klady pre dlhodob\u00fa optimaliz\u00e1ciu a efekt\u00edvne riadenie n\u00e1kladov v cloud computingu.<\/p><p>Tento projekt zd\u00f4raz\u0148uje d\u00f4le\u017eitos\u0165 neust\u00e1lej optimaliz\u00e1cie a monitorovania v dynamickom prostred\u00ed cloud computingu. Pre VW Group to znamen\u00e1 nielen okam\u017eit\u00e9 finan\u010dn\u00e9 \u00faspory, ale aj lep\u0161iu pripravenos\u0165 na bud\u00face technologick\u00e9 v\u00fdzvy v r\u00fdchlo sa meniacom automobilovom priemysle.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-af614f0 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"af614f0\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c65e533\" data-id=\"c65e533\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-c6abc5f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c6abc5f\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-c045aa1\" data-id=\"c045aa1\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e4b7c1c elementor-widget elementor-widget-heading\" data-id=\"e4b7c1c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Prihl\u00e1ste sa na odber a neunikne v\u00e1m \u017eiadny \u010dl\u00e1nok<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d061ffe eael-wpforms-labels-yes eael-wpforms-form-button-custom elementor-widget elementor-widget-eael-wpforms\" data-id=\"d061ffe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"eael-wpforms.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t            <div class=\"eael-contact-form eael-wpforms placeholder-hide eael-wpforms-align-left\">\n                                <div class=\"wpforms-container wpforms-container-full\" id=\"wpforms-7874\"><form id=\"wpforms-form-7874\" class=\"wpforms-validate wpforms-form wpforms-ajax-form\" data-formid=\"7874\" method=\"post\" enctype=\"multipart\/form-data\" action=\"\/en\/wp-json\/wp\/v2\/posts\/8207\" data-token=\"997ef33eab70ef0ce063228315bfe077\" 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data-id=\"a873637\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u010eal\u0161ie \u010dl\u00e1nky, ktor\u00e9 by sa v\u00e1m mohli p\u00e1\u010di\u0165<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d96dd98 elementor-widget elementor-widget-elementskit-post-list\" data-id=\"d96dd98\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"elementskit-post-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ekit-wid-con\" >\t\t<ul class=\"elementor-icon-list-items ekit-post-list-wrapper \">\n\t\t\t\t\t\t<li class=\"elementor-icon-list-item   \">\n\t\t\t\t<a href=\"https:\/\/aspecta.sk\/cloud-fin-ops-optimalizacia-nakladov-na-cloud\/\">\n\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"768\" height=\"546\" src=\"https:\/\/aspecta.sk\/wp-content\/uploads\/2023\/05\/fin-ops-cover-blog-768x546.jpg\" class=\"attachment-medium_large size-medium_large wp-post-image\" alt=\"fin ops cover blog\" srcset=\"https:\/\/aspecta.sk\/wp-content\/uploads\/2023\/05\/fin-ops-cover-blog-768x546.jpg 768w, https:\/\/aspecta.sk\/wp-content\/uploads\/2023\/05\/fin-ops-cover-blog-300x213.jpg 300w, https:\/\/aspecta.sk\/wp-content\/uploads\/2023\/05\/fin-ops-cover-blog-18x12.jpg 18w, https:\/\/aspecta.sk\/wp-content\/uploads\/2023\/05\/fin-ops-cover-blog.jpg 800w\" sizes=\"(max-width: 768px) 100vw, 768px\" title=\"Cloud FinOps - optimaliz\u00e1cia n\u00e1kladov pri cloudovej transform\u00e1cii 1\">\t\t\t\t\t<div class=\"ekit_post_list_content_wraper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"meta-lists\">\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"meta-category\">\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-folder\"><\/i>\n\t\t\t\t\t\t\t\t\tCloud\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\n\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Cloud FinOps - optimaliz\u00e1cia n\u00e1kladov pri cloudovej transform\u00e1cii<\/span>\n\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/a>\n\t\t\t<\/li>\n\t\t\t\t\t<li class=\"elementor-icon-list-item   \">\n\t\t\t\t<a href=\"https:\/\/aspecta.sk\/kubernetes-a-kontajnery-roku-2025-nasadi-85-spolocnosti\/\">\n\t\t\t\t\t<img decoding=\"async\" width=\"768\" height=\"512\" src=\"https:\/\/aspecta.sk\/wp-content\/uploads\/2022\/10\/kontajnerizacia-kubernetes-aspecta-768x512.jpg\" class=\"attachment-medium_large size-medium_large wp-post-image\" alt=\"kontajnerizacia aspecta\" srcset=\"https:\/\/aspecta.sk\/wp-content\/uploads\/2022\/10\/kontajnerizacia-kubernetes-aspecta-768x512.jpg 768w, https:\/\/aspecta.sk\/wp-content\/uploads\/2022\/10\/kontajnerizacia-kubernetes-aspecta-300x200.jpg 300w, https:\/\/aspecta.sk\/wp-content\/uploads\/2022\/10\/kontajnerizacia-kubernetes-aspecta-1024x683.jpg 1024w, https:\/\/aspecta.sk\/wp-content\/uploads\/2022\/10\/kontajnerizacia-kubernetes-aspecta-18x12.jpg 18w, https:\/\/aspecta.sk\/wp-content\/uploads\/2022\/10\/kontajnerizacia-kubernetes-aspecta.jpg 1300w\" sizes=\"(max-width: 768px) 100vw, 768px\" title=\"Kubernetes a kontajnery \u2013 pre\u010do ich do roku 2025 nasad\u00ed a\u017e 85 % spolo\u010dnost\u00ed? 2\">\t\t\t\t\t<div class=\"ekit_post_list_content_wraper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"meta-lists\">\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"meta-category\">\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-folder\"><\/i>\n\t\t\t\t\t\t\t\t\tKontajneriz\u00e1cia\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\n\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Kubernetes a kontajnery \u2013 pre\u010do ich do roku 2025 nasad\u00ed a\u017e 85 % spolo\u010dnost\u00ed?<\/span>\n\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/a>\n\t\t\t<\/li>\n\t\t\t\t\t<li class=\"elementor-icon-list-item   \">\n\t\t\t\t<a href=\"https:\/\/aspecta.sk\/lift-and-shift-migracia-do-cloudu-co-to-je-a-kedy-sa-oplati\/\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"546\" src=\"https:\/\/aspecta.sk\/wp-content\/uploads\/2023\/02\/lift-and-shift-migracia-aspecta-768x546.jpg\" class=\"attachment-medium_large size-medium_large wp-post-image\" alt=\"lift and shift migracia aspecta\" srcset=\"https:\/\/aspecta.sk\/wp-content\/uploads\/2023\/02\/lift-and-shift-migracia-aspecta-768x546.jpg 768w, https:\/\/aspecta.sk\/wp-content\/uploads\/2023\/02\/lift-and-shift-migracia-aspecta-300x213.jpg 300w, https:\/\/aspecta.sk\/wp-content\/uploads\/2023\/02\/lift-and-shift-migracia-aspecta-18x12.jpg 18w, https:\/\/aspecta.sk\/wp-content\/uploads\/2023\/02\/lift-and-shift-migracia-aspecta.jpg 800w\" sizes=\"(max-width: 768px) 100vw, 768px\" title=\"Lift and shift migr\u00e1cia do cloudu: \u010do to je a kedy sa oplat\u00ed? 3\">\t\t\t\t\t<div class=\"ekit_post_list_content_wraper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"meta-lists\">\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"meta-category\">\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-folder\"><\/i>\n\t\t\t\t\t\t\t\t\tCloud\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\n\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Lift and shift migr\u00e1cia do cloudu: \u010do to je a kedy sa oplat\u00ed?<\/span>\n\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/a>\n\t\t\t<\/li>\n\t\t\t\t\t<li class=\"elementor-icon-list-item   \">\n\t\t\t\t<a href=\"https:\/\/aspecta.sk\/migracia-do-cloudu-verzus-cloudova-transformacia\/\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"432\" src=\"https:\/\/aspecta.sk\/wp-content\/uploads\/2021\/08\/cloud-bg-aspecta-1-768x432.jpg\" class=\"attachment-medium_large size-medium_large wp-post-image\" alt=\"cloud bg aspecta 1\" srcset=\"https:\/\/aspecta.sk\/wp-content\/uploads\/2021\/08\/cloud-bg-aspecta-1-768x432.jpg 768w, https:\/\/aspecta.sk\/wp-content\/uploads\/2021\/08\/cloud-bg-aspecta-1-300x169.jpg 300w, https:\/\/aspecta.sk\/wp-content\/uploads\/2021\/08\/cloud-bg-aspecta-1-1024x576.jpg 1024w, https:\/\/aspecta.sk\/wp-content\/uploads\/2021\/08\/cloud-bg-aspecta-1-1536x864.jpg 1536w, https:\/\/aspecta.sk\/wp-content\/uploads\/2021\/08\/cloud-bg-aspecta-1-18x10.jpg 18w, https:\/\/aspecta.sk\/wp-content\/uploads\/2021\/08\/cloud-bg-aspecta-1.jpg 1778w\" sizes=\"(max-width: 768px) 100vw, 768px\" title=\"Vyu\u017e\u00edvate potenci\u00e1l cloudu naplno? Migr\u00e1cia do cloudu verzus cloudov\u00e1 transform\u00e1cia\u200b 4\">\t\t\t\t\t<div class=\"ekit_post_list_content_wraper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"meta-lists\">\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"meta-category\">\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-folder\"><\/i>\n\t\t\t\t\t\t\t\t\tCloud\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\n\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Vyu\u017e\u00edvate potenci\u00e1l cloudu naplno? Migr\u00e1cia do cloudu verzus cloudov\u00e1 transform\u00e1cia\u200b<\/span>\n\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/a>\n\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Volkswagen Group has achieved significant cost reductions and resource efficiency in its Kubernetes clusters by implementing the FinOps approach designed by Aspecta. This project not only optimized operations, but also laid the foundation for long-term efficiency in cloud computing.<\/p>","protected":false},"author":1,"featured_media":9025,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[15],"tags":[],"class_list":["post-8207","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-case-studies"],"_links":{"self":[{"href":"https:\/\/aspecta.sk\/en\/wp-json\/wp\/v2\/posts\/8207","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aspecta.sk\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aspecta.sk\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aspecta.sk\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aspecta.sk\/en\/wp-json\/wp\/v2\/comments?post=8207"}],"version-history":[{"count":6,"href":"https:\/\/aspecta.sk\/en\/wp-json\/wp\/v2\/posts\/8207\/revisions"}],"predecessor-version":[{"id":9531,"href":"https:\/\/aspecta.sk\/en\/wp-json\/wp\/v2\/posts\/8207\/revisions\/9531"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aspecta.sk\/en\/wp-json\/wp\/v2\/media\/9025"}],"wp:attachment":[{"href":"https:\/\/aspecta.sk\/en\/wp-json\/wp\/v2\/media?parent=8207"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aspecta.sk\/en\/wp-json\/wp\/v2\/categories?post=8207"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aspecta.sk\/en\/wp-json\/wp\/v2\/tags?post=8207"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}