{"id":6506,"date":"2015-01-25T07:02:55","date_gmt":"2015-01-25T07:02:55","guid":{"rendered":"https:\/\/dev.railscarma.com\/tool-processing-big-data-hadoop\/"},"modified":"2022-08-30T08:13:55","modified_gmt":"2022-08-30T08:13:55","slug":"werkzeug-verarbeitung-grosser-daten-hadoop","status":"publish","type":"post","link":"https:\/\/www.railscarma.com\/de\/blog\/fachartikel\/werkzeug-verarbeitung-grosser-daten-hadoop\/","title":{"rendered":"Das Werkzeug zur Verarbeitung gro\u00dfer Datenmengen - Hadoop"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"6506\" class=\"elementor elementor-6506\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4dc80f8f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4dc80f8f\" data-element_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-3db932c2\" data-id=\"3db932c2\" data-element_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-67523893 elementor-widget elementor-widget-text-editor\" data-id=\"67523893\" 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\t\t\n<p>In unserem\u00a0<a href=\"\/de\/blog\/fachartikel\/werkzeug-verarbeitung-grosser-daten-hadoop\/\">vorheriger Blog<\/a> haben wir gelernt, dass die Plattform zur Verarbeitung und Organisation von Big Data \u00a0<strong>Hadoop<\/strong>. Hier erfahren wir mehr \u00fcber Hadoop, eine zentrale Plattform zur Strukturierung von Big Data und zur L\u00f6sung von Problemen bei der Nutzung dieser Daten f\u00fcr Analysezwecke. Es handelt sich um ein Open-Source-Software-Framework f\u00fcr die verteilte Speicherung und Verarbeitung von Big Data auf Clustern von Standard-Hardware.<\/p>\n\n<p><strong>Hauptmerkmale von Hadoop:<\/strong><\/p>\n\n<ul class=\"wp-block-list\">\n<li>Hochgradig skalierbar (ausbaubar)<\/li>\n<li>Basierend auf Standard-Hardware<\/li>\n<li>Open Source, geringe Anschaffungs- und Lagerkosten<\/li>\n<\/ul>\n\n<p>Hadoop ist grunds\u00e4tzlich in zwei Teile unterteilt, n\u00e4mlich : <strong>HDFS<\/strong> Und <strong>Mapreduce<\/strong> Rahmen. Ein Hadoop-Cluster ist speziell f\u00fcr die Speicherung und Analyse gro\u00dfer Mengen unstrukturierter Daten konzipiert. Die Arbeitslast wird auf mehrere Clusterknoten verteilt, die die Daten parallel verarbeiten.<\/p>\n\n<p><strong>Geschichte von Hadoop<\/strong><\/p>\n\n<p><a href=\"https:\/\/en.wikipedia.org\/wiki\/Doug_Cutting\">Doug Cutting<\/a> ist der Kopf hinter Hadoop, das seinen Ursprung in <strong>Apache<\/strong> Und <strong>Niederl\u00e4ndisch<\/strong>. Nutch wurde 2002 ins Leben gerufen und ist selbst eine Open-Source-Web-Suchmaschine. Google ver\u00f6ffentlichte das Papier, das Mapreduce in der Welt einf\u00fchrte.  Anfang 2005 hatten die Nutch-Entwickler eine funktionierende Mapreduce-Implementierung in Nutch. Im Februar 2006 wurde Hadoop als unabh\u00e4ngiges Projekt von Nutch gegr\u00fcndet. Im Januar 2008 wurde Hadoop zu einem eigenen Projekt auf h\u00f6chster Ebene bei Apache und zu diesem Zeitpunkt begannen gro\u00dfe Unternehmen wie Yahoo und Facebook mit der Nutzung von Hadoop.<\/p>\n\n<p>HDFS ist der erste Aspekt und Mapreduce ist der zweite Aspekt von Hadoop.  HDFS hat eine Architektur, die bei der Verarbeitung und Organisation der Daten hilft. Um Einzelheiten \u00fcber HDFS, seine Architektur, Funktionsweise und verschiedene andere Konzepte zu erfahren, sollten Sie die Blogs im Auge behalten, die in den kommenden Tagen ver\u00f6ffentlicht werden.<\/p>\n\n<p>\u00a0<a href=\"\/de\/kontaktiere-uns\/\">Nehmen Sie Kontakt mit uns auf.<\/a><\/p>\n\n<p><strong>Manasa Heggere <\/strong><\/p>\n\n<p>Leitender Ruby on Rails-Entwickler<\/p>\n\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-7b11f88b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7b11f88b\" data-element_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 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true,\r\n                                loop: true,\r\n                                center: false,\r\n                                autoplay: true,\r\n            autoplayHoverPause: true,\r\n                                nav: true,\r\n            navSpeed: 1000,\r\n            navText: ['<i class=\"fas fa-chevron-left\"><\/i>', '<i class=\"fas fa-chevron-right\"><\/i>'],\r\n                                dots: false,\r\n            dotsSpeed: 1200,\r\n                                                    rtl: false,\r\n          \r\n        });\r\n      });\r\n    <\/script>\r\n  <\/div>","protected":false},"excerpt":{"rendered":"<p>In our\u00a0previous blog we learned that the platform that processes and organizes Big Data is \u00a0Hadoop. Here we will learn more about Hadoop which is a core platform for structuring Big Data and solves the problems of utilizing it for analytic purposes. It is an Open Source software framework for distributed storage and distributed processing &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/www.railscarma.com\/de\/blog\/how-to-build-a-scalable-saas-platform-using-ruby-on-rails\/\"> <span class=\"screen-reader-text\">Wie man eine skalierbare SaaS-Plattform mit Ruby on Rails aufbaut<\/span> Weiterlesen \u00bb<\/a><\/p>","protected":false},"author":1,"featured_media":32053,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[384],"tags":[],"class_list":["post-6506","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technical-articles"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Hadoop:The Tool for Processing Big Data - RailsCarma Blog<\/title>\n<meta name=\"description\" content=\"Hadoop is a core platform for structuring Big Data and solves the problems of utilizing it for analytic purposes. 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