{"id":166010,"date":"2023-04-29T21:51:20","date_gmt":"2023-04-29T20:51:20","guid":{"rendered":"https:\/\/datascientest.com\/de\/?p=166010"},"modified":"2023-10-30T08:46:33","modified_gmt":"2023-10-30T07:46:33","slug":"was-ist-das-cap-theorem","status":"publish","type":"post","link":"https:\/\/datascientest.com\/de\/was-ist-das-cap-theorem","title":{"rendered":"Das CAP-Theorem: Die richtige Wahl der Datenbank"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"166010\" class=\"elementor elementor-166010\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-aaa6ff2 e-flex e-con-boxed e-con\" data-id=\"aaa6ff2\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e95943b elementor-widget elementor-widget-text-editor\" data-id=\"e95943b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<h2>In einem vorherigen Artikel haben wir gesehen, dass der Typ der Datenbank einen bedeutenden Einfluss darauf haben kann, welche Operationen deine Anwendung ausf\u00fchren kann und wie du deine Daten konzeptualisierst.<\/h2><h2>Durch das Verst\u00e4ndnis des CAP-Theorems werden wir nun die Funktionen betrachten, die dein Datenbankverwaltungssystem w\u00e4hrend der Entwicklung und Ausf\u00fchrung bietet.<\/h2>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d5454f5 e-flex e-con-boxed e-con\" data-id=\"d5454f5\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a0375a1 elementor-widget elementor-widget-heading\" data-id=\"a0375a1\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h3 class=\"elementor-heading-title elementor-size-default\">Verteiltes vs. zentralisiertes System<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f46df42 elementor-widget elementor-widget-text-editor\" data-id=\"f46df42\" data-element_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<p>Zun\u00e4chst einmal ist es wichtig, den Unterschied zwischen verteilten und zentralen Systemen zu verstehen.<\/p><p>Der Hauptunterschied besteht darin, dass ein verteiltes System ein Netzwerk ist, das Daten auf mehreren Knoten (physischen oder virtuellen Maschinen) gleichzeitig speichert. Im Gegensatz zu einem zentralisierten System, das seine Daten an einem einzigen Ort speichert, was z. B. bei einem Systemausfall problematisch sein kann.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d584e08 elementor-widget elementor-widget-image\" data-id=\"d584e08\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"768\" height=\"522\" src=\"https:\/\/datascientest.com\/de\/files\/2022\/12\/centralise\u0301-vs-distribue\u0301.webp\" class=\"attachment-full size-full wp-image-166013\" alt=\"\" srcset=\"https:\/\/datascientest.com\/de\/files\/2022\/12\/centralise\u0301-vs-distribue\u0301.webp 768w, https:\/\/datascientest.com\/de\/files\/2022\/12\/centralise\u0301-vs-distribue\u0301-300x204.webp 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ad15916 e-flex e-con-boxed e-con\" data-id=\"ad15916\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2fef0ba elementor-widget elementor-widget-heading\" data-id=\"2fef0ba\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">CAP-Theorem:<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9af2c6f elementor-widget elementor-widget-text-editor\" data-id=\"9af2c6f\" data-element_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<p><span style=\"font-weight: 400\">Das CAP-Theorem sagt uns, dass ein verteiltes System nur zwei der drei gew\u00fcnschten Eigenschaften liefern kann: Konsistenz (Consistency), Verf\u00fcgbarkeit (Availability) und Partitionstoleranz (Partition Tolerance).<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a80dca7 elementor-widget elementor-widget-image\" data-id=\"a80dca7\" data-element_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\" width=\"648\" height=\"648\" src=\"https:\/\/datascientest.com\/de\/files\/2022\/12\/Illu-2-The\u0301roe\u0300me-CAP-1.webp\" class=\"attachment-full size-full wp-image-166014\" alt=\"\" srcset=\"https:\/\/datascientest.com\/de\/files\/2022\/12\/Illu-2-The\u0301roe\u0300me-CAP-1.webp 648w, https:\/\/datascientest.com\/de\/files\/2022\/12\/Illu-2-The\u0301roe\u0300me-CAP-1-300x300.webp 300w, https:\/\/datascientest.com\/de\/files\/2022\/12\/Illu-2-The\u0301roe\u0300me-CAP-1-150x150.webp 150w\" sizes=\"(max-width: 648px) 100vw, 648px\" \/>\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<div class=\"elementor-element elementor-element-b9a87bf elementor-widget elementor-widget-text-editor\" data-id=\"b9a87bf\" data-element_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<p><span style=\"font-weight: 400\">Konsistenz bedeutet, dass alle Clients die gleichen Daten zur gleichen Zeit sehen, unabh\u00e4ngig davon, mit welchem Knoten sie sich verbinden.<\/span><\/p><p><span style=\"font-weight: 400\">Verf\u00fcgbarkeit bedeutet, dass jeder Client, der eine Anfrage stellt, eine Antwort erh\u00e4lt, auch wenn ein oder mehrere Knoten ausgefallen sind.<\/span><\/p><p><span style=\"font-weight: 400\">Partitionierungstoleranz bedeutet, dass der Cluster trotz einer beliebigen Anzahl von Kommunikationsausf\u00e4llen zwischen den Knoten des Systems weiter funktionieren muss.<\/span><\/p><p><span style=\"font-weight: 400\">Nachdem wir nun die verschiedenen Arten von Datenbanken und das CAP-Theorem kennengelernt haben, k\u00f6nnen wir die verschiedenen Datenbankverwaltungssysteme nach ihren Eigenschaften klassifizieren.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a7feb89 elementor-widget elementor-widget-image\" data-id=\"a7feb89\" data-element_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\" width=\"512\" height=\"303\" src=\"https:\/\/datascientest.com\/de\/files\/2022\/12\/the\u0301ore\u0300me-cap.webp\" class=\"attachment-full size-full wp-image-166015\" alt=\"\" srcset=\"https:\/\/datascientest.com\/de\/files\/2022\/12\/the\u0301ore\u0300me-cap.webp 512w, https:\/\/datascientest.com\/de\/files\/2022\/12\/the\u0301ore\u0300me-cap-300x178.webp 300w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/>\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<div class=\"elementor-element elementor-element-aec6e6d elementor-widget elementor-widget-text-editor\" data-id=\"aec6e6d\" data-element_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<p><span style=\"font-weight: 400;\">Das war&#8217;s! Du hast jetzt alle Werkzeuge, die du brauchst, um dein DBMS richtig auszuw\u00e4hlen. M\u00f6chtest du eine Schulung \u00fcber die im Bereich Data Science am h\u00e4ufigsten verwendeten DBMS erhalten? Dann ist <\/span><a href=\"https:\/\/datascientest.com\/de\/weiterbildung-data-engineer\"><b>unsere Data Engineer-Schulung<\/b><\/a><span style=\"font-weight: 400;\"> genau das Richtige f\u00fcr dich! &#8230;<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>In einem vorherigen Artikel haben wir gesehen, dass der Typ der Datenbank einen bedeutenden Einfluss darauf haben kann, welche Operationen deine Anwendung ausf\u00fchren kann und wie du deine Daten konzeptualisierst. Durch das Verst\u00e4ndnis des CAP-Theorems werden wir nun die Funktionen betrachten, die dein Datenbankverwaltungssystem w\u00e4hrend der Entwicklung und Ausf\u00fchrung bietet. Verteiltes vs. zentralisiertes System Zun\u00e4chst [&hellip;]<\/p>\n","protected":false},"author":47,"featured_media":166012,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[2454],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.7 (Yoast SEO v21.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Das CAP-Theorem: Die richtige Wahl der Datenbank<\/title>\n<meta name=\"description\" content=\"Im Zusammenhang mit der Wahl der Datenbank erkl\u00e4ren Ihnen unsere Experten, wie wichtig das CAP-Theorem bei dieser Entscheidungsfindung ist!\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/datascientest.com\/de\/was-ist-das-cap-theorem\" \/>\n<meta property=\"og:locale\" content=\"de_DE\" \/>\n<meta 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