{"id":6503,"date":"2015-01-15T08:17:51","date_gmt":"2015-01-15T08:17:51","guid":{"rendered":"https:\/\/dev.railscarma.com\/introduction-big-data\/"},"modified":"2022-08-30T11:57:50","modified_gmt":"2022-08-30T11:57:50","slug":"einfuhrung-big-data","status":"publish","type":"post","link":"https:\/\/www.railscarma.com\/de\/blog\/fachartikel\/einfuhrung-big-data\/","title":{"rendered":"Einf\u00fchrung in Big Data"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"6503\" class=\"elementor elementor-6503\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e2c0b65 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e2c0b65\" 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-34e0fa13\" data-id=\"34e0fa13\" 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-11e41310 elementor-widget elementor-widget-text-editor\" data-id=\"11e41310\" 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<p style=\"text-align: justify;\">Big Data ist ein extrem gro\u00dfer Datensatz, der sowohl aus strukturierten als auch aus unstrukturierten Daten besteht. Sie weisen ein hohes Volumen, eine hohe Geschwindigkeit und eine gro\u00dfe Vielfalt an Informationen auf, die kosteneffiziente, innovative Formen der Informationsverarbeitung erfordern, um einen besseren Einblick und eine bessere Entscheidungsfindung zu erm\u00f6glichen. Heutzutage hat die Datenmenge enorm zugenommen, was zu Big Data gef\u00fchrt hat.<\/p><p style=\"text-align: justify;\">Die Daten in einem Unternehmen wachsen heutzutage \u00fcber MBs, TBs oder GBs hinaus. Es geht darum, was passiert, wenn die Daten mehr wachsen, als es heute der Fall ist. In der Zukunft k\u00f6nnten die Daten auf etwa Petabyte (1024 TB) oder Exabyte (1024 PB) oder Zettabyte (1024 EB) oder Yottabyte (1024 ZB) anwachsen. Einige der Datenfakten sind, dass die New Yorker B\u00f6rse etwa 1 Terabyte an Daten pro Tag erzeugt, Facebook etwa 10 Milliarden Fotos beherbergt, was etwa ein Petabyte an Daten ausmacht, und Twitter 8 TB an Daten erzeugt.<\/p><p style=\"text-align: justify;\">F\u00fcr die meisten geht es bei Big Data nicht nur um die Gr\u00f6\u00dfe der Daten, sondern auch um die <strong>4V's<\/strong> der Daten. W\u00e4hrend das Datenvolumen einer der Aspekte von Big Data ist, umfasst es auch die Vielfalt der Daten und die Geschwindigkeit, mit der die Daten in das Unternehmen gelangen, sowie den Wert der Daten f\u00fcr das Unternehmen. Der Wert ist f\u00fcr jedes Unternehmen sehr wichtig. Daher wird er als die 4 Vs von Daten zusammengefasst: <strong>Volumen, Schnelligkeit, Vielfalt, Wert.<\/strong><\/p><p style=\"text-align: justify;\">Die Verarbeitung dieser Big Data erfordert eine Plattform, um die Daten zu organisieren und ordnungsgem\u00e4\u00df zu verarbeiten. <strong>Hadoop<\/strong> ist die Plattform, die bei der Organisation und Verarbeitung von Big Data hilft, die ihren Ursprung in <a href=\"https:\/\/nutch.apache.org\/\">Apache Nutch<\/a>.<\/p><p style=\"text-align: justify;\">Bei <strong>SchienenCarma<\/strong> wir haben Hadoop erfolgreich eingesetzt, um gro\u00dfe Datenmengen f\u00fcr unsere Kunden zu organisieren, und wir werden unsere Erfahrungen und Erkenntnisse in unseren kommenden Blogs teilen. Bleiben Sie also auf dem Laufenden.<\/p><p><a href=\"\/de\/kontaktiere-uns\/\">Nehmen Sie Kontakt mit uns auf.<\/a><\/p><p style=\"text-align: left;\"><strong>Manasa Heggere <\/strong><\/p><p style=\"text-align: left;\">Leitender Ruby on Rails-Entwickler<\/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-42e44bee elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"42e44bee\" 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 elementor-element elementor-element-63ff5231\" data-id=\"63ff5231\" 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-6351e780 elementor-widget elementor-widget-heading\" data-id=\"6351e780\" data-element_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\">Abonnieren Sie die neuesten Updates<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-35230c5d elementor-widget elementor-widget-shortcode\" data-id=\"35230c5d\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">\t\t\t\t\t<script type=\"text\/javascript\">\n\t\t\t\t\t\tvar gCaptchaSibWidget;\n                        var onloadSibCallbackInvisible = function () {\n\n                            var element = document.getElementsByClassName('sib-default-btn');\n                            var countInvisible = 0;\n                            var indexArray = [];\n                            jQuery('.sib-default-btn').each(function (index, el) {\n                                if ((jQuery(el).attr('id') == \"invisible\")) {\n                                    indexArray[countInvisible] = index;\n                                    countInvisible++\n                                }\n                            });\n\n                            jQuery('.invi-recaptcha').each(function (index, el) {\n                                grecaptcha.render(element[indexArray[index]], {\n                                    'sitekey': jQuery(el).attr('data-sitekey'),\n                                    'callback': sibVerifyCallback,\n                                });\n                            });\n                        };\n\t\t\t\t\t<\/script>\n\t\t\t\t\t                <script src=\"https:\/\/www.google.com\/recaptcha\/api.js?onload=onloadSibCallbackInvisible&render=explicit\" async defer><\/script>\n\t\t\t\t\n\t\t\t<form id=\"sib_signup_form_1\" method=\"post\" class=\"sib_signup_form\" action=\"\">\n\t\t\t\t<div class=\"sib_loader\" style=\"display:none;\"><img\n\t\t\t\t\t\t\tsrc=\"https:\/\/www.railscarma.com\/wp-includes\/images\/spinner.gif\" alt=\"Lader\"><\/div>\n\t\t\t\t<input type=\"hidden\" name=\"sib_form_action\" value=\"subscribe_form_submit\">\n\t\t\t\t<input type=\"hidden\" name=\"sib_form_id\" value=\"1\">\n                <input type=\"hidden\" name=\"sib_form_alert_notice\" value=\"Please fill out this field\">\n                <input type=\"hidden\" name=\"sib_form_invalid_email_notice\" value=\"Your email address is invalid\">\n                <input type=\"hidden\" name=\"sib_security\" value=\"ec95fb1fc4\">\n\t\t\t\t<div class=\"sib_signup_box_inside_1\">\n\t\t\t\t\t<div style=\"\/*display:none*\/\" class=\"sib_msg_disp\">\n\t\t\t\t\t<\/div>\n                                            <div id=\"sib_captcha_invisible\" class=\"invi-recaptcha\" data-sitekey=\"6LdikOAaAAAAAJ6SWrrKVQrtw7TQpQAEnv0HS0G3\"><\/div>\n                    \t\t\t\t\t<p class=\"sib-email-area\">\r\n    <label class=\"sib-email-area\"><\/label>\r\n    <input type=\"email\" class=\"sib-email-area\" name=\"email\" required=\"required\" placeholder=\"E-Mail-Adresse\">\r\n<\/p>\r\n<p class=\"sib-NAME-area\">\r\n    <label class=\"sib-NAME-area\"><\/label>\r\n    <input type=\"text\" class=\"sib-NAME-area\" name=\"NAME\" placeholder=\"Name\">\r\n<\/p>\r\n<p>\r\n    <input type=\"submit\" id=\"invisible\" class=\"sib-default-btn\" value=\"Abonnieren\">\r\n<\/p>\t\t\t\t<\/div>\n\t\t\t<input type=\"hidden\" name=\"trp-form-language\" value=\"de\"\/><\/form>\n\t\t\t<style>\n\t\t\t\tform#sib_signup_form_1 p.sib-alert-message {\n    padding: 6px 12px;\n    margin-bottom: 20px;\n    border: 1px solid transparent;\n    border-radius: 4px;\n    -webkit-box-sizing: border-box;\n    -moz-box-sizing: border-box;\n    box-sizing: border-box;\n}\nform#sib_signup_form_1 p.sib-alert-message-error {\n    background-color: #f2dede;\n    border-color: #ebccd1;\n    color: #a94442;\n}\nform#sib_signup_form_1 p.sib-alert-message-success {\n    background-color: #dff0d8;\n    border-color: #d6e9c6;\n    color: #3c763d;\n}\nform#sib_signup_form_1 p.sib-alert-message-warning {\n    background-color: #fcf8e3;\n    border-color: #faebcc;\n    color: #8a6d3b;\n}\n\t\t\t<\/style>\n\t\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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t  <div class=\"related-post slider\">\r\n        <div class=\"headline\">zusammenh\u00e4ngende Posts<\/div>\r\n    <div class=\"post-list owl-carousel\">\r\n\r\n            <div class=\"item\">\r\n            <div class=\"thumb post_thumb\">\r\n    <a  title=\"Kaminari-Juwel\" href=\"https:\/\/www.railscarma.com\/de\/blog\/fachartikel\/kaminari-juwel\/?related_post_from=37277\">\r\n\r\n      <img decoding=\"async\" width=\"800\" height=\"300\" src=\"https:\/\/www.railscarma.com\/wp-content\/uploads\/2023\/04\/kaminari-gem.jpg\" class=\"attachment-full size-full wp-post-image\" alt=\"Kaminari-Juwel\" srcset=\"https:\/\/www.railscarma.com\/wp-content\/uploads\/2023\/04\/kaminari-gem.jpg 800w, https:\/\/www.railscarma.com\/wp-content\/uploads\/2023\/04\/kaminari-gem-300x113.jpg 300w, https:\/\/www.railscarma.com\/wp-content\/uploads\/2023\/04\/kaminari-gem-768x288.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\r\n\r\n    <\/a>\r\n  <\/div>\r\n\r\n  <a class=\"title post_title\"  title=\"Kaminari-Juwel\" href=\"https:\/\/www.railscarma.com\/de\/blog\/fachartikel\/kaminari-juwel\/?related_post_from=37277\">\r\n        Kaminari-Juwel  <\/a>\r\n\r\n        <\/div>\r\n              <div class=\"item\">\r\n            <div class=\"thumb post_thumb\">\r\n    <a  title=\"Warum sollte man im Jahr 2026 Ruby on Rails-Entwickler anheuern?\" href=\"https:\/\/www.railscarma.com\/de\/blog\/ror\/warum-sollte-man-ruby-on-rails-entwickler-engagieren\/?related_post_from=30627\">\r\n\r\n      <img decoding=\"async\" width=\"800\" height=\"300\" src=\"https:\/\/www.railscarma.com\/wp-content\/uploads\/2019\/01\/why-to-hire-ruby-on-rails-developers-in-2022.jpg\" class=\"attachment-full size-full wp-post-image\" alt=\"Warum sollte man im Jahr 2022 Ruby-on-Rails-Entwickler einstellen?\" srcset=\"https:\/\/www.railscarma.com\/wp-content\/uploads\/2019\/01\/why-to-hire-ruby-on-rails-developers-in-2022.jpg 800w, https:\/\/www.railscarma.com\/wp-content\/uploads\/2019\/01\/why-to-hire-ruby-on-rails-developers-in-2022-300x113.jpg 300w, https:\/\/www.railscarma.com\/wp-content\/uploads\/2019\/01\/why-to-hire-ruby-on-rails-developers-in-2022-768x288.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\r\n\r\n    <\/a>\r\n  <\/div>\r\n\r\n  <a class=\"title post_title\"  title=\"Warum sollte man im Jahr 2026 Ruby on Rails-Entwickler anheuern?\" href=\"https:\/\/www.railscarma.com\/de\/blog\/ror\/warum-sollte-man-ruby-on-rails-entwickler-engagieren\/?related_post_from=30627\">\r\n        Warum sollte man im Jahr 2026 Ruby on Rails-Entwickler anheuern?  <\/a>\r\n\r\n        <\/div>\r\n              <div class=\"item\">\r\n            <div class=\"thumb post_thumb\">\r\n    <a  title=\"Bedeutung der Softwarearchitektur in der Entwicklung von Unternehmenssoftware\" href=\"https:\/\/www.railscarma.com\/de\/blog\/ror\/bedeutung-der-softwarearchitektur-bei-der-entwicklung-von-unternehmenssoftware\/?related_post_from=36250\">\r\n\r\n      <img decoding=\"async\" width=\"800\" height=\"300\" src=\"https:\/\/www.railscarma.com\/wp-content\/uploads\/2022\/06\/Importance-of-Software-Architecture-in-enterprise-software-development.jpg\" class=\"attachment-full size-full wp-post-image\" alt=\"Bedeutung der Softwarearchitektur in der Entwicklung von Unternehmenssoftware\" srcset=\"https:\/\/www.railscarma.com\/wp-content\/uploads\/2022\/06\/Importance-of-Software-Architecture-in-enterprise-software-development.jpg 800w, https:\/\/www.railscarma.com\/wp-content\/uploads\/2022\/06\/Importance-of-Software-Architecture-in-enterprise-software-development-300x113.jpg 300w, https:\/\/www.railscarma.com\/wp-content\/uploads\/2022\/06\/Importance-of-Software-Architecture-in-enterprise-software-development-768x288.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\r\n\r\n    <\/a>\r\n  <\/div>\r\n\r\n  <a class=\"title post_title\"  title=\"Bedeutung der Softwarearchitektur in der Entwicklung von Unternehmenssoftware\" href=\"https:\/\/www.railscarma.com\/de\/blog\/ror\/bedeutung-der-softwarearchitektur-bei-der-entwicklung-von-unternehmenssoftware\/?related_post_from=36250\">\r\n        Bedeutung der Softwarearchitektur in der Entwicklung von Unternehmenssoftware  <\/a>\r\n\r\n        <\/div>\r\n              <div class=\"item\">\r\n            <div class=\"thumb post_thumb\">\r\n    <a  title=\"Ruby IDE: Die besten IDEs f\u00fcr die Ruby on Rails-Entwicklung\" href=\"https:\/\/www.railscarma.com\/de\/blog\/ror\/ruby-idee-die-besten-ideen-fur-die-ruby-on-rails-entwicklung\/?related_post_from=36125\">\r\n\r\n      <img decoding=\"async\" width=\"800\" height=\"300\" src=\"https:\/\/www.railscarma.com\/wp-content\/uploads\/2022\/01\/BEST-IDES-FOR-RUBY-ON-RAILS-DEVELOPMENT.jpg\" class=\"attachment-full size-full wp-post-image\" alt=\"BESTE IDEEN F\u00dcR DIE RUBY ON RAILS-ENTWICKLUNG\" srcset=\"https:\/\/www.railscarma.com\/wp-content\/uploads\/2022\/01\/BEST-IDES-FOR-RUBY-ON-RAILS-DEVELOPMENT.jpg 800w, https:\/\/www.railscarma.com\/wp-content\/uploads\/2022\/01\/BEST-IDES-FOR-RUBY-ON-RAILS-DEVELOPMENT-300x113.jpg 300w, https:\/\/www.railscarma.com\/wp-content\/uploads\/2022\/01\/BEST-IDES-FOR-RUBY-ON-RAILS-DEVELOPMENT-768x288.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\r\n\r\n    <\/a>\r\n  <\/div>\r\n\r\n  <a class=\"title post_title\"  title=\"Ruby IDE: Die besten IDEs f\u00fcr die Ruby on Rails-Entwicklung\" href=\"https:\/\/www.railscarma.com\/de\/blog\/ror\/ruby-idee-die-besten-ideen-fur-die-ruby-on-rails-entwicklung\/?related_post_from=36125\">\r\n        Ruby IDE: Die besten IDEs f\u00fcr die Ruby on Rails-Entwicklung  <\/a>\r\n\r\n        <\/div>\r\n      \r\n  <\/div>\r\n\r\n  <script>\r\n      <\/script>\r\n  <style>\r\n    .related-post {}\r\n\r\n    .related-post .post-list {\r\n      text-align: left;\r\n          }\r\n\r\n    .related-post .post-list .item {\r\n      margin: 10px;\r\n      padding: 10px;\r\n          }\r\n\r\n    .related-post .headline {\r\n      font-size: 14px !important;\r\n      color: #999999 !important;\r\n          }\r\n\r\n    .related-post .post-list .item .post_thumb {\r\n      max-height: 220px;\r\n      margin: 10px 0px;\r\n      padding: 0px;\r\n      display: block;\r\n          }\r\n\r\n    .related-post .post-list .item .post_title {\r\n      font-size: 14px;\r\n      color: #000000;\r\n      margin: 10px 0px;\r\n      padding: 0px;\r\n      display: block;\r\n      text-decoration: none;\r\n          }\r\n\r\n    .related-post .post-list .item .post_excerpt {\r\n      font-size: 12px;\r\n      color: #3f3f3f;\r\n      margin: 10px 0px;\r\n      padding: 0px;\r\n      display: block;\r\n      text-decoration: none;\r\n          }\r\n\r\n    .related-post .owl-dots .owl-dot {\r\n          }\r\n\r\n      <\/style>\r\n      <script>\r\n      jQuery(document).ready(function($) {\r\n        $(\".related-post .post-list\").owlCarousel({\r\n          items: 2,\r\n          responsiveClass: true,\r\n          responsive: {\r\n            0: {\r\n              items: 1,\r\n            },\r\n            768: {\r\n              items: 2,\r\n            },\r\n            1200: {\r\n              items: 2,\r\n            }\r\n          },\r\n                      rewind: 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>Big Data is an extremely large data set consisting of both structured and unstructured data. It has high volume, velocity and variety information assets that demand cost-effective, innovative forms of information processing for enhanced insight and decision making. These days the amount of data has increased in a huge amount, which has formed this Big &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":32057,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[384],"tags":[],"class_list":["post-6503","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>Introduction to Big Data - RailsCarma Blog<\/title>\n<meta name=\"description\" content=\"Big Data is an extremely large data set consisting of both structured and unstructured data. It has high volume, velocity and variety information assets that demand cost-effective, innovative forms of information processing for enhanced insight and decision making. These days the amount of data has increased in a huge amount, which has formed this Big Data.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.railscarma.com\/de\/blog\/fachartikel\/einfuhrung-big-data\/\" \/>\n<meta property=\"og:locale\" content=\"de_DE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Introduction to Big Data - RailsCarma Blog\" \/>\n<meta property=\"og:description\" content=\"Big Data is an extremely large data set consisting of both structured and unstructured data. It has high volume, velocity and variety information assets that demand cost-effective, innovative forms of information processing for enhanced insight and decision making. These days the amount of data has increased in a huge amount, which has formed this Big Data.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.railscarma.com\/de\/blog\/fachartikel\/einfuhrung-big-data\/\" \/>\n<meta property=\"og:site_name\" content=\"RailsCarma - Ruby on Rails Development Company specializing in Offshore Development\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/RailsCarma\/\" \/>\n<meta property=\"article:published_time\" content=\"2015-01-15T08:17:51+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2022-08-30T11:57:50+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.railscarma.com\/wp-content\/uploads\/2015\/01\/big-data.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"800\" \/>\n\t<meta property=\"og:image:height\" content=\"300\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@railscarma\" \/>\n<meta name=\"twitter:site\" content=\"@railscarma\" \/>\n<meta name=\"twitter:label1\" content=\"Verfasst von\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"Gesch\u00e4tzte Lesezeit\" \/>\n\t<meta name=\"twitter:data2\" content=\"2\u00a0Minuten\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.railscarma.com\/es\/blog\/technical-articles\/introduccion-a-los-grandes-datos\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.railscarma.com\/es\/blog\/technical-articles\/introduccion-a-los-grandes-datos\/\"},\"author\":{\"name\":\"admin\",\"@id\":\"https:\/\/www.railscarma.com\/#\/schema\/person\/5f2228a2dec7549056e709de6eb85d21\"},\"headline\":\"Introduction to Big Data\",\"datePublished\":\"2015-01-15T08:17:51+00:00\",\"dateModified\":\"2022-08-30T11:57:50+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.railscarma.com\/es\/blog\/technical-articles\/introduccion-a-los-grandes-datos\/\"},\"wordCount\":329,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/www.railscarma.com\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.railscarma.com\/es\/blog\/technical-articles\/introduccion-a-los-grandes-datos\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.railscarma.com\/wp-content\/uploads\/2015\/01\/big-data.jpg\",\"articleSection\":[\"Technical Articles\"],\"inLanguage\":\"de\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/www.railscarma.com\/es\/blog\/technical-articles\/introduccion-a-los-grandes-datos\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.railscarma.com\/es\/blog\/technical-articles\/introduccion-a-los-grandes-datos\/\",\"url\":\"https:\/\/www.railscarma.com\/es\/blog\/technical-articles\/introduccion-a-los-grandes-datos\/\",\"name\":\"Introduction to Big Data - RailsCarma Blog\",\"isPartOf\":{\"@id\":\"https:\/\/www.railscarma.com\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.railscarma.com\/es\/blog\/technical-articles\/introduccion-a-los-grandes-datos\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.railscarma.com\/es\/blog\/technical-articles\/introduccion-a-los-grandes-datos\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.railscarma.com\/wp-content\/uploads\/2015\/01\/big-data.jpg\",\"datePublished\":\"2015-01-15T08:17:51+00:00\",\"dateModified\":\"2022-08-30T11:57:50+00:00\",\"description\":\"Big Data is an extremely large data set consisting of both structured and unstructured data. It has high volume, velocity and variety information assets that demand cost-effective, innovative forms of information processing for enhanced insight and decision making. These days the amount of data has increased in a huge amount, which has formed this Big Data.\",\"breadcrumb\":{\"@id\":\"https:\/\/www.railscarma.com\/es\/blog\/technical-articles\/introduccion-a-los-grandes-datos\/#breadcrumb\"},\"inLanguage\":\"de\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.railscarma.com\/es\/blog\/technical-articles\/introduccion-a-los-grandes-datos\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"de\",\"@id\":\"https:\/\/www.railscarma.com\/es\/blog\/technical-articles\/introduccion-a-los-grandes-datos\/#primaryimage\",\"url\":\"https:\/\/www.railscarma.com\/wp-content\/uploads\/2015\/01\/big-data.jpg\",\"contentUrl\":\"https:\/\/www.railscarma.com\/wp-content\/uploads\/2015\/01\/big-data.jpg\",\"width\":800,\"height\":300},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.railscarma.com\/es\/blog\/technical-articles\/introduccion-a-los-grandes-datos\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.railscarma.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Introduction to Big Data\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.railscarma.com\/#website\",\"url\":\"https:\/\/www.railscarma.com\/\",\"name\":\"RailsCarma - Ruby on Rails Development Company specializing in Offshore Development\",\"description\":\"RailsCarma is a Ruby on Rails Development Company in Bangalore. We specialize in Offshore Ruby on Rails Development based out in USA and India. Hire experienced Ruby on Rails developers for the ultimate Web Experience.\",\"publisher\":{\"@id\":\"https:\/\/www.railscarma.com\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.railscarma.com\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"de\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.railscarma.com\/#organization\",\"name\":\"RailsCarma\",\"url\":\"https:\/\/www.railscarma.com\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"de\",\"@id\":\"https:\/\/www.railscarma.com\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.railscarma.com\/wp-content\/uploads\/2020\/08\/railscarma_logo.png\",\"contentUrl\":\"https:\/\/www.railscarma.com\/wp-content\/uploads\/2020\/08\/railscarma_logo.png\",\"width\":200,\"height\":46,\"caption\":\"RailsCarma\"},\"image\":{\"@id\":\"https:\/\/www.railscarma.com\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/RailsCarma\/\",\"https:\/\/x.com\/railscarma\",\"https:\/\/www.linkedin.com\/company\/railscarma\/\",\"https:\/\/myspace.com\/railscarma\",\"https:\/\/in.pinterest.com\/railscarma\/\",\"https:\/\/www.youtube.com\/channel\/UCx3Wil-aAnDARuatTEyMdpg\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.railscarma.com\/#\/schema\/person\/5f2228a2dec7549056e709de6eb85d21\",\"name\":\"admin\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"de\",\"@id\":\"https:\/\/www.railscarma.com\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/308867ca6c81f3aba146080c601000087180326f752c4116849ea9f514c6a4fa?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/308867ca6c81f3aba146080c601000087180326f752c4116849ea9f514c6a4fa?s=96&d=mm&r=g\",\"caption\":\"admin\"},\"sameAs\":[\"https:\/\/www.railscarma.com\/hire-ruby-on-rails-developer\/\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Einf\u00fchrung in Big Data - RailsCarma Blog","description":"Big Data ist ein extrem gro\u00dfer Datensatz, der sowohl aus strukturierten als auch aus unstrukturierten Daten besteht. Sie weisen ein hohes Volumen, eine hohe Geschwindigkeit und eine gro\u00dfe Vielfalt an Informationen auf, die kosteneffiziente, innovative Formen der Informationsverarbeitung erfordern, um einen besseren Einblick und eine bessere Entscheidungsfindung zu erm\u00f6glichen. Heutzutage hat die Datenmenge enorm zugenommen, was zu Big Data gef\u00fchrt hat.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.railscarma.com\/de\/blog\/fachartikel\/einfuhrung-big-data\/","og_locale":"de_DE","og_type":"article","og_title":"Introduction to Big Data - RailsCarma Blog","og_description":"Big Data is an extremely large data set consisting of both structured and unstructured data. It has high volume, velocity and variety information assets that demand cost-effective, innovative forms of information processing for enhanced insight and decision making. These days the amount of data has increased in a huge amount, which has formed this Big Data.","og_url":"https:\/\/www.railscarma.com\/de\/blog\/fachartikel\/einfuhrung-big-data\/","og_site_name":"RailsCarma - Ruby on Rails Development Company specializing in Offshore Development","article_publisher":"https:\/\/www.facebook.com\/RailsCarma\/","article_published_time":"2015-01-15T08:17:51+00:00","article_modified_time":"2022-08-30T11:57:50+00:00","og_image":[{"width":800,"height":300,"url":"https:\/\/www.railscarma.com\/wp-content\/uploads\/2015\/01\/big-data.jpg","type":"image\/jpeg"}],"author":"admin","twitter_card":"summary_large_image","twitter_creator":"@railscarma","twitter_site":"@railscarma","twitter_misc":{"Verfasst von":"admin","Gesch\u00e4tzte Lesezeit":"2\u00a0Minuten"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.railscarma.com\/es\/blog\/technical-articles\/introduccion-a-los-grandes-datos\/#article","isPartOf":{"@id":"https:\/\/www.railscarma.com\/es\/blog\/technical-articles\/introduccion-a-los-grandes-datos\/"},"author":{"name":"admin","@id":"https:\/\/www.railscarma.com\/#\/schema\/person\/5f2228a2dec7549056e709de6eb85d21"},"headline":"Introduction to Big Data","datePublished":"2015-01-15T08:17:51+00:00","dateModified":"2022-08-30T11:57:50+00:00","mainEntityOfPage":{"@id":"https:\/\/www.railscarma.com\/es\/blog\/technical-articles\/introduccion-a-los-grandes-datos\/"},"wordCount":329,"commentCount":0,"publisher":{"@id":"https:\/\/www.railscarma.com\/#organization"},"image":{"@id":"https:\/\/www.railscarma.com\/es\/blog\/technical-articles\/introduccion-a-los-grandes-datos\/#primaryimage"},"thumbnailUrl":"https:\/\/www.railscarma.com\/wp-content\/uploads\/2015\/01\/big-data.jpg","articleSection":["Technical Articles"],"inLanguage":"de","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/www.railscarma.com\/es\/blog\/technical-articles\/introduccion-a-los-grandes-datos\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/www.railscarma.com\/es\/blog\/technical-articles\/introduccion-a-los-grandes-datos\/","url":"https:\/\/www.railscarma.com\/es\/blog\/technical-articles\/introduccion-a-los-grandes-datos\/","name":"Einf\u00fchrung in Big Data - RailsCarma Blog","isPartOf":{"@id":"https:\/\/www.railscarma.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.railscarma.com\/es\/blog\/technical-articles\/introduccion-a-los-grandes-datos\/#primaryimage"},"image":{"@id":"https:\/\/www.railscarma.com\/es\/blog\/technical-articles\/introduccion-a-los-grandes-datos\/#primaryimage"},"thumbnailUrl":"https:\/\/www.railscarma.com\/wp-content\/uploads\/2015\/01\/big-data.jpg","datePublished":"2015-01-15T08:17:51+00:00","dateModified":"2022-08-30T11:57:50+00:00","description":"Big Data ist ein extrem gro\u00dfer Datensatz, der sowohl aus strukturierten als auch aus unstrukturierten Daten besteht. Sie weisen ein hohes Volumen, eine hohe Geschwindigkeit und eine gro\u00dfe Vielfalt an Informationen auf, die kosteneffiziente, innovative Formen der Informationsverarbeitung erfordern, um einen besseren Einblick und eine bessere Entscheidungsfindung zu erm\u00f6glichen. Heutzutage hat die Datenmenge enorm zugenommen, was zu Big Data gef\u00fchrt hat.","breadcrumb":{"@id":"https:\/\/www.railscarma.com\/es\/blog\/technical-articles\/introduccion-a-los-grandes-datos\/#breadcrumb"},"inLanguage":"de","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.railscarma.com\/es\/blog\/technical-articles\/introduccion-a-los-grandes-datos\/"]}]},{"@type":"ImageObject","inLanguage":"de","@id":"https:\/\/www.railscarma.com\/es\/blog\/technical-articles\/introduccion-a-los-grandes-datos\/#primaryimage","url":"https:\/\/www.railscarma.com\/wp-content\/uploads\/2015\/01\/big-data.jpg","contentUrl":"https:\/\/www.railscarma.com\/wp-content\/uploads\/2015\/01\/big-data.jpg","width":800,"height":300},{"@type":"BreadcrumbList","@id":"https:\/\/www.railscarma.com\/es\/blog\/technical-articles\/introduccion-a-los-grandes-datos\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.railscarma.com\/"},{"@type":"ListItem","position":2,"name":"Introduction to Big Data"}]},{"@type":"WebSite","@id":"https:\/\/www.railscarma.com\/#website","url":"https:\/\/www.railscarma.com\/","name":"RailsCarma \u2013 Ruby on Rails-Entwicklungsunternehmen, spezialisiert auf Offshore-Entwicklung","description":"RailsCarma ist ein Ruby on Rails-Entwicklungsunternehmen in Bangalore. Wir sind auf die Offshore-Ruby-on-Rails-Entwicklung mit Sitz in den USA und Indien spezialisiert. Stellen Sie erfahrene Ruby on Rails-Entwickler f\u00fcr das ultimative Web-Erlebnis ein.","publisher":{"@id":"https:\/\/www.railscarma.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.railscarma.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"de"},{"@type":"Organization","@id":"https:\/\/www.railscarma.com\/#organization","name":"SchienenCarma","url":"https:\/\/www.railscarma.com\/","logo":{"@type":"ImageObject","inLanguage":"de","@id":"https:\/\/www.railscarma.com\/#\/schema\/logo\/image\/","url":"https:\/\/www.railscarma.com\/wp-content\/uploads\/2020\/08\/railscarma_logo.png","contentUrl":"https:\/\/www.railscarma.com\/wp-content\/uploads\/2020\/08\/railscarma_logo.png","width":200,"height":46,"caption":"RailsCarma"},"image":{"@id":"https:\/\/www.railscarma.com\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/RailsCarma\/","https:\/\/x.com\/railscarma","https:\/\/www.linkedin.com\/company\/railscarma\/","https:\/\/myspace.com\/railscarma","https:\/\/in.pinterest.com\/railscarma\/","https:\/\/www.youtube.com\/channel\/UCx3Wil-aAnDARuatTEyMdpg"]},{"@type":"Person","@id":"https:\/\/www.railscarma.com\/#\/schema\/person\/5f2228a2dec7549056e709de6eb85d21","name":"Administrator","image":{"@type":"ImageObject","inLanguage":"de","@id":"https:\/\/www.railscarma.com\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/308867ca6c81f3aba146080c601000087180326f752c4116849ea9f514c6a4fa?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/308867ca6c81f3aba146080c601000087180326f752c4116849ea9f514c6a4fa?s=96&d=mm&r=g","caption":"admin"},"sameAs":["https:\/\/www.railscarma.com\/hire-ruby-on-rails-developer\/"]}]}},"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/www.railscarma.com\/de\/wp-json\/wp\/v2\/posts\/6503","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.railscarma.com\/de\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.railscarma.com\/de\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.railscarma.com\/de\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.railscarma.com\/de\/wp-json\/wp\/v2\/comments?post=6503"}],"version-history":[{"count":0,"href":"https:\/\/www.railscarma.com\/de\/wp-json\/wp\/v2\/posts\/6503\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.railscarma.com\/de\/wp-json\/wp\/v2\/media\/32057"}],"wp:attachment":[{"href":"https:\/\/www.railscarma.com\/de\/wp-json\/wp\/v2\/media?parent=6503"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.railscarma.com\/de\/wp-json\/wp\/v2\/categories?post=6503"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.railscarma.com\/de\/wp-json\/wp\/v2\/tags?post=6503"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}