{"id":4522,"date":"2023-04-13T08:00:03","date_gmt":"2023-04-13T06:00:03","guid":{"rendered":"https:\/\/news.sap.com\/denmark\/?p=4522"},"modified":"2024-08-01T17:55:38","modified_gmt":"2024-08-01T15:55:38","slug":"nissen-flytter-med-hvis-man-ikke-dropper-warehouse-filosofien-paa-vej-ind-i-cloud-aeraen","status":"publish","type":"post","link":"https:\/\/news.sap.com\/denmark\/2023\/04\/nissen-flytter-med-hvis-man-ikke-dropper-warehouse-filosofien-paa-vej-ind-i-cloud-aeraen\/","title":{"rendered":"Nissen flytter med, hvis man ikke dropper warehouse-filosofien p\u00e5 vej ind i cloud-\u00e6raen"},"content":{"rendered":"

Vi skal arbejde p\u00e5 data med fuld forretningskontekst og logik s\u00e5 t\u00e6t p\u00e5 kilden som overhovedet muligt. Hvis vi bruger fortidens filosofi flytter en stribe gammelkendte problemer med i cloud-\u00e6raen.<\/p>\n

Mange virksomheder har med kysh\u00e5nd taget imod mulighederne for at duplikere data over p\u00e5 cloud-platforme for at give forretningen fri leg i sandkassen til innovatrion, analyse og ledelsesinformation.<\/p>\n

Men hvis l\u00f8sningen udelukkende er teknisk, s\u00e5 svarer det til at s\u00e6tte str\u00f8m til for\u00e6ldede forretningsprocesser. Forretningens virkelige problem i forhold til analyse er jo afh\u00e6ngighed af analytikere, arkitekter og data stewards. Og den nisse flytter med, hvis vi bare bruger hyperscalerne som en ny slags data lake (eller snarere ocean!).<\/p>\n

V\u00e6k fra ETL<\/strong><\/h2>\n

Vejen frem er snarere at flytte modelleringen ud til datakilden, og s\u00e5 erkende at det er forrretningen selv der skal kende og styre data og forme analyserne. Det h\u00e6nger sammen med to megatrends. Nemlig at datam\u00e6ngderne kun har \u00e9n kurs, og det er vild v\u00e6kst. Den anden er, at det om f\u00e5 \u00e5r er ut\u00e6nkeligt at drive forretning uden at have business analytics komplet og aldeles integreret i den ledelsesm\u00e6ssige hverdag.<\/p>\n

Vi skal alts\u00e5 s\u00e5 vidt muligt l\u00e6gge afstand til f\u00e6nomenet ETL (extract, transform, load), som jo var bindeleddet mellem operationelle data og data warehouse. Dette tekniske bindeled er b\u00e5de symbolet p\u00e5 forretningens afh\u00e6ngighed af analytisk og arkitektonisk kompetence fra it-funktionen, og det er samtidig en kilde til et af de afg\u00f8rende problemer ved data warehouse-tilgangen.<\/p>\n

Data mister nemlig meget hurtig deres kontekst, n\u00e5r de duplikeres eller transformeres. Det f\u00f8rer til analytiske fejlslutninger eller usikkerhed, n\u00e5r man ikke er 100 pct sikker p\u00e5 historik og sammenh\u00e6ng omkring de data, man modellerer p\u00e5. Og man bruger nemt dyrebar tid p\u00e5 at rekonstruere logik og forretningsm\u00e6ssig\u00a0 kontekst. Her er der faktisk tale om en skjult skat p\u00e5 ens egne data.<\/p>\n

Forretningen skal steppe op<\/strong><\/h2>\n

Svaret er at skabe adgang til data uanset om de ligger i finans-, planl\u00e6gnings-, kunde-, leverand\u00f8r- og forsyningsk\u00e6de-systemer. Og uanset om de ligger on-premise eller i skyen. Hele dette landskab af data, skal forretningen kunne arbejde med. Uden at skulle flytte dem. Og uden at miste historikken omkring data, fordi de kommer fra en cloud-udbyder eller en anden data-leverand\u00f8r. Ikke noget med kopier, s\u00f8er, varehuse og sandkasser. (S\u00e5 vidt muligt, naturligvis).<\/p>\n

For mig at se er det essensen af begreber som data mesh, data fabric og andre toneangivende koncepter. Data skal v\u00e6re l\u00f8st koblede og de skal ligge solidt og robust p\u00e5 en platform, som giver nem adgang, h\u00f8j tryghed og fuld kontekst. Og data skal ejes af forretningen.<\/p>\n

M\u00e5let b\u00f8r v\u00e6re at nedbryde skellet mellem forretningen og den fulde v\u00e6rdi af data. Barrierer i form af mangel p\u00e5 kompetence, kapabilitet og teknologisk l\u00e5sning skal v\u00e6k. Omvendt m\u00e5 forretningen steppe op i forhold til datadisciplin, styring af metadata og analytisk kompetence.<\/p>\n

Direkte og ufiltreret adgang <\/strong><\/h2>\n

I min optik er det ikke nok at s\u00e6tte cloud-motoren til at forl\u00e6nge den klassiske data warehouse-filosofi. Tiden er en anden. Vi skal have samme komponerbarhed omkring data, som vi arbejder p\u00e5 i forhold til funktionalitet.<\/p>\n

Endem\u00e5let er jo at de forretningsm\u00e6ssigt ansvarlige selv henter, selv analyserer og selv agerer ved hj\u00e6lp af data. Det skal v\u00e6re agilt, ufiltreret og direkte. Ingen fordyrende og forsinkende tekniske, organisatoriske eller kompetencem\u00e6ssige membraner.<\/p>\n

I en tid med eksploderende datam\u00e6ngder er der ikke tid, kapacitet, \u00f8konomi eller mening i at samle kopier af data i separate milj\u00f8er.<\/p>\n

Af Thomas Madsen, Head of SAP Data Lab Copenhagen i SAP Experience Center Copenhagen<\/strong><\/em><\/p>\n

\"\"<\/p>\n

Oprindelig publiceret i Computerworld den 29. marts 2023.<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"

Vi skal arbejde p\u00e5 data med fuld forretningskontekst og logik s\u00e5 t\u00e6t p\u00e5 kilden som overhovedet muligt. Hvis vi bruger fortidens filosofi flytter en stribe…<\/p>\n","protected":false},"author":3000,"featured_media":4525,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"categories":[4520855,4522668],"tags":[5562254,5565856,5565845,5565855,5565857,5565843],"sapn-display":[5566077,5566075,45149,4579516,60294],"sapn-type":[5563396],"class_list":["post-4522","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-forretningslosninger","category-teknologi","tag-data","tag-datadisciplin","tag-datalandskab","tag-etl","tag-metadata","tag-sap-datasphere","sapn-display-artikel-hero","sapn-display-artikel-spotlight","sapn-display-homepage-hero","sapn-display-top-stories","sapn-display-hero","sapn-type-artikel"],"yoast_head":"\nNissen flytter med, hvis man ikke dropper warehouse-filosofien p\u00e5 vej ind i cloud-\u00e6raen - SAP Danmark Nyheder<\/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:\/\/news.sap.com\/denmark\/2023\/04\/nissen-flytter-med-hvis-man-ikke-dropper-warehouse-filosofien-paa-vej-ind-i-cloud-aeraen\/\" \/>\n<meta property=\"og:locale\" content=\"da_DK\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Nissen flytter med, hvis man ikke dropper warehouse-filosofien p\u00e5 vej ind i cloud-\u00e6raen\" \/>\n<meta property=\"og:description\" content=\"Vi skal arbejde p\u00e5 data med fuld forretningskontekst og logik s\u00e5 t\u00e6t p\u00e5 kilden som overhovedet muligt. 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