{"id":344239,"date":"2024-12-27T15:09:18","date_gmt":"2024-12-27T14:09:18","guid":{"rendered":"https:\/\/sauldie.org\/de\/streaming-datenanalyse-echtzeit-big-data\/"},"modified":"2024-12-27T15:09:18","modified_gmt":"2024-12-27T14:09:18","slug":"streaming-datenanalyse-echtzeit-big-data","status":"publish","type":"post","link":"https:\/\/risawave.org\/de\/streaming-datenanalyse-echtzeit-big-data\/","title":{"rendered":"Streaming-Datenanalyse (Glossar)"},"content":{"rendered":"<p>Die Streaming-Datenanalyse ist besonders wichtig in den Bereichen Big Data und Smart Data, K\u00fcnstliche Intelligenz sowie Digitale Transformation. Sie beschreibt einen Ansatz, bei dem gro\u00dfe Mengen von Daten in Echtzeit analysiert werden, w\u00e4hrend sie entstehen und durch Systeme flie\u00dfen. Das bedeutet, dass nicht erst gewartet wird, bis alle Daten gesammelt sind. Stattdessen werden Informationen sofort verarbeitet und ausgewertet.<\/p>\n<p>Ein praktisches Beispiel: Denken Sie an eine Online-Shopping-Plattform. Dort klicken Tausende Nutzer gleichzeitig auf Produkte, legen Sachen in den Warenkorb oder f\u00fchren Zahlungen aus. Dank Streaming-Datenanalyse kann das Unternehmen sofort erkennen, welche Produkte beliebt sind, ungew\u00f6hnliche Aktivit\u00e4ten (z.B. Betrugsversuche) entdecken oder Empfehlungen in Echtzeit ausspielen.<\/p>\n<p>Im Unterschied zur herk\u00f6mmlichen Datenanalyse werden Daten hier nicht nachtr\u00e4glich, sondern sofort untersucht. Das erm\u00f6glicht Unternehmen, sehr schnell auf neue Trends, Probleme oder Chancen zu reagieren. Damit ist die Streaming-Datenanalyse ein Schl\u00fcssel, um im digitalen Zeitalter flexibel und erfolgreich zu bleiben.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Die Streaming-Datenanalyse ist besonders wichtig in den Bereichen Big Data und Smart Data, K\u00fcnstliche Intelligenz sowie Digitale Transformation. Sie beschreibt einen Ansatz, bei dem gro\u00dfe Mengen von Daten in Echtzeit analysiert werden, w\u00e4hrend sie entstehen und durch Systeme flie\u00dfen. Das bedeutet, dass nicht erst gewartet wird, bis alle Daten gesammelt sind. Stattdessen werden Informationen sofort &#8230; <a title=\"Streaming-Datenanalyse (Glossar)\" class=\"read-more\" href=\"https:\/\/risawave.org\/de\/streaming-datenanalyse-echtzeit-big-data\/\" aria-label=\"Mehr Informationen \u00fcber Streaming-Datenanalyse (Glossar)\">Weiterlesen &#8230;<\/a><\/p>\n","protected":false},"author":2,"featured_media":344238,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_ef_editorial_meta_date_first-draft-date":"","_ef_editorial_meta_paragraph_assignment":"","_ef_editorial_meta_checkbox_needs-photo":"","_ef_editorial_meta_number_word-count":"","footnotes":""},"categories":[26,27,28,1274,20],"tags":[247,69,1270,1271,1272],"class_list":["post-344239","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-automatisierung","category-big-data-smart-data","category-digitale-transformation","category-kuenstliche-intelligenz-glossar","category-kiroi-blog","tag-3ddruck","tag-innovationdurchachtsamkeit","tag-kostenersparnis","tag-lieferkette","tag-wertschoepfung","generate-columns","tablet-grid-50","mobile-grid-100","grid-parent","grid-25"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.2 (Yoast SEO v27.2) - 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