{"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":"%e3%83%93%e3%83%83%e3%82%b0%e3%83%87%e3%83%bc%e3%82%bf%e5%85%a5%e9%96%80","status":"publish","type":"post","link":"https:\/\/www.railscarma.com\/ja\/%e3%83%96%e3%83%ad%e3%82%b0\/%e6%8a%80%e8%a1%93%e8%ab%96%e6%96%87\/%e3%83%93%e3%83%83%e3%82%b0%e3%83%87%e3%83%bc%e3%82%bf%e5%85%a5%e9%96%80\/","title":{"rendered":"\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u6982\u8981"},"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;\">\u30d3\u30c3\u30b0 \u30c7\u30fc\u30bf\u306f\u3001\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3068\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306e\u4e21\u65b9\u3067\u69cb\u6210\u3055\u308c\u308b\u975e\u5e38\u306b\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf \u30bb\u30c3\u30c8\u3067\u3059\u3002\u5927\u91cf\u3001\u9ad8\u901f\u3001\u591a\u69d8\u306a\u60c5\u5831\u8cc7\u7523\u304c\u3042\u308a\u3001\u6d1e\u5bdf\u529b\u3068\u610f\u601d\u6c7a\u5b9a\u3092\u5f37\u5316\u3059\u308b\u305f\u3081\u306e\u8cbb\u7528\u5bfe\u52b9\u679c\u306e\u9ad8\u3044\u9769\u65b0\u7684\u306a\u5f62\u5f0f\u306e\u60c5\u5831\u51e6\u7406\u304c\u5fc5\u8981\u3067\u3059\u3002\u6628\u4eca\u3001\u30c7\u30fc\u30bf\u91cf\u304c\u81a8\u5927\u306b\u5897\u52a0\u3057\u3001\u305d\u308c\u304c\u3053\u306e\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3092\u5f62\u6210\u3057\u3066\u3044\u307e\u3059\u3002<\/p><p style=\"text-align: justify;\">\u6700\u8fd1\u306e\u7d44\u7e54\u5185\u306e\u30c7\u30fc\u30bf\u306f\u3001MB\u3001TB\u3001GB \u3092\u8d85\u3048\u3066\u5897\u52a0\u3057\u3066\u3044\u307e\u3059\u3002\u91cd\u8981\u306a\u306e\u306f\u3001\u30c7\u30fc\u30bf\u304c\u73fe\u5728\u5b58\u5728\u3059\u308b\u4ee5\u4e0a\u306b\u5897\u52a0\u3057\u3066\u3044\u308b\u5834\u5408\u306f\u3069\u3046\u306a\u308b\u304b\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002\u5c06\u6765\u7684\u306b\u306f\u3001\u30c7\u30fc\u30bf\u304c\u7d04\u30da\u30bf\u30d0\u30a4\u30c8 (1024 TB)\u3001\u30a8\u30af\u30b5\u30d0\u30a4\u30c8 (1024 PB)\u3001\u30bc\u30bf\u30d0\u30a4\u30c8 (1024 EB)\u3001\u307e\u305f\u306f\u30e8\u30bf\u30d0\u30a4\u30c8 (1024 ZB) \u306b\u5897\u52a0\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u30c7\u30fc\u30bf\u306e\u4e8b\u5b9f\u3068\u3057\u3066\u306f\u3001\u30cb\u30e5\u30fc\u30e8\u30fc\u30af\u8a3c\u5238\u53d6\u5f15\u6240\u3067\u306f 1 \u65e5\u3042\u305f\u308a\u7d04 1 \u30c6\u30e9\u30d0\u30a4\u30c8\u306e\u30c7\u30fc\u30bf\u304c\u751f\u6210\u3055\u308c\u3001Facebook \u3067\u306f\u7d04 100 \u5104\u679a\u306e\u5199\u771f\u304c\u30db\u30b9\u30c8\u3055\u308c\u3001\u6700\u5927\u7d04 1 \u30da\u30bf\u30d0\u30a4\u30c8\u306e\u30c7\u30fc\u30bf\u304c\u751f\u6210\u3055\u308c\u3001Twitter \u3067\u306f 8 TB \u306e\u30c7\u30fc\u30bf\u304c\u751f\u6210\u3055\u308c\u307e\u3059\u3002<\/p><p style=\"text-align: justify;\">\u307b\u3068\u3093\u3069\u306e\u4eba\u306b\u3068\u3063\u3066\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3068\u306f\u30c7\u30fc\u30bf\u306e\u30b5\u30a4\u30ba\u3060\u3051\u3067\u306a\u304f\u3001 <strong>4V<\/strong> \u30c7\u30fc\u30bf\u306e\u3002\u30c7\u30fc\u30bf\u91cf\u306f\u30d3\u30c3\u30b0 \u30c7\u30fc\u30bf\u306e\u5074\u9762\u306e 1 \u3064\u3067\u3059\u304c\u3001\u30c7\u30fc\u30bf\u306e\u7a2e\u985e\u3001\u30c7\u30fc\u30bf\u304c\u7d44\u7e54\u306b\u6d41\u5165\u3059\u308b\u901f\u5ea6\u3001\u7d44\u7e54\u306b\u3068\u3063\u3066\u306e\u30c7\u30fc\u30bf\u306e\u4fa1\u5024\u3082\u542b\u307e\u308c\u307e\u3059\u3002\u3053\u306e\u4fa1\u5024\u89b3\u306f\u3069\u306e\u7d44\u7e54\u306b\u3068\u3063\u3066\u3082\u975e\u5e38\u306b\u91cd\u8981\u3067\u3059\u3002\u3057\u305f\u304c\u3063\u3066\u3001\u5b9f\u969b\u306b\u306f 4V \u306e\u30c7\u30fc\u30bf\u3068\u3057\u3066\u8981\u7d04\u3055\u308c\u307e\u3059\u3002 <strong>\u91cf\u3001\u901f\u5ea6\u3001\u591a\u69d8\u6027\u3001\u4fa1\u5024\u3002<\/strong><\/p><p style=\"text-align: justify;\">\u3053\u306e\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u306b\u306f\u3001\u30c7\u30fc\u30bf\u3092\u6574\u7406\u3057\u3066\u9069\u5207\u306b\u51e6\u7406\u3059\u308b\u305f\u3081\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u304c\u5fc5\u8981\u3067\u3059\u3002 <strong>\u30cf\u30c9\u30a5\u30fc\u30d7<\/strong> \u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u6574\u7406\u3068\u51e6\u7406\u3092\u652f\u63f4\u3059\u308b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u305d\u306e\u8d77\u6e90\u306f <a href=\"https:\/\/nutch.apache.org\/\">\u30a2\u30d1\u30c3\u30c1\u30cc\u30c3\u30c1<\/a>.<\/p><p style=\"text-align: justify;\">\u3067 <strong>\u30ec\u30fc\u30eb\u30ab\u30fc\u30de<\/strong> \u79c1\u305f\u3061\u306f Hadoop \u3092\u4f7f\u7528\u3057\u3066\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306e\u305f\u3081\u306b\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u6574\u7406\u3059\u308b\u3053\u3068\u306b\u6210\u529f\u3057\u3066\u304a\u308a\u3001\u305d\u306e\u7d4c\u9a13\u3068\u5b66\u7fd2\u3092\u4eca\u5f8c\u306e\u30d6\u30ed\u30b0\u3067\u5171\u6709\u3059\u308b\u4e88\u5b9a\u3067\u3059\u3002\u4e5e\u3046\u3054\u671f\u5f85\u3002<\/p><p><a href=\"\/ja\/%e3%81%8a%e5%95%8f%e3%81%84%e5%90%88%e3%82%8f%e3%81%9b\/\">\u3054\u9023\u7d61\u304f\u3060\u3055\u3044\u3002<\/a><\/p><p style=\"text-align: left;\"><strong>\u30de\u30ca\u30b5\u30fb\u30d8\u30b2\u30ec <\/strong><\/p><p style=\"text-align: left;\">Ruby on Rails \u30b7\u30cb\u30a2\u958b\u767a\u8005<\/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\">\u6700\u65b0\u306e\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u3092\u8cfc\u8aad\u3059\u308b<\/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=\"\u30ed\u30fc\u30c0\"><\/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=\"d7f7626ab9\">\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=\"\u96fb\u5b50\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\">\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=\"\u540d\u524d\">\r\n<\/p>\r\n<p>\r\n    <input type=\"submit\" id=\"invisible\" class=\"sib-default-btn\" value=\"\u8cfc\u8aad\u3059\u308b\">\r\n<\/p>\t\t\t\t<\/div>\n\t\t\t<input type=\"hidden\" name=\"trp-form-language\" value=\"ja\"\/><\/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\">\u95a2\u9023\u8a18\u4e8b<\/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=\"\u30ab\u30df\u30ca\u30ea\u30b8\u30a7\u30e0\" href=\"https:\/\/www.railscarma.com\/ja\/%e3%83%96%e3%83%ad%e3%82%b0\/%e6%8a%80%e8%a1%93%e8%ab%96%e6%96%87\/%e3%82%ab%e3%83%9f%e3%83%8a%e3%83%aa%e3%82%b8%e3%82%a7%e3%83%a0\/?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=\"\u30ab\u30df\u30ca\u30ea\u30b8\u30a7\u30e0\" 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  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\u5e74\u306b Ruby on Rails \u958b\u767a\u8005\u3092\u96c7\u7528\u3059\u308b\u7406\u7531\" 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=\"\u306a\u305c2026\u5e74\u306bRuby on Rails\u958b\u767a\u8005\u3092\u96c7\u3046\u306e\u304b\uff1f\" href=\"https:\/\/www.railscarma.com\/ja\/%e3%83%96%e3%83%ad%e3%82%b0\/%e3%83%ad%e3%83%bc\/why-to-hire-ruby-on-rails-developers\/?related_post_from=30627\">\r\n        \u306a\u305c2026\u5e74\u306bRuby on Rails\u958b\u767a\u8005\u3092\u96c7\u3046\u306e\u304b\uff1f  <\/a>\r\n\r\n        <\/div>\r\n              <div 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