{"id":8648,"date":"2023-02-08T08:06:25","date_gmt":"2023-02-08T01:06:25","guid":{"rendered":"https:\/\/bap-software.net\/?post_type=knowledge&#038;p=8648"},"modified":"2024-03-29T17:12:19","modified_gmt":"2024-03-29T10:12:19","slug":"big-data-and-cloud-computing","status":"publish","type":"knowledge","link":"https:\/\/bap-software.net\/knowledge\/big-data-and-cloud-computing\/","title":{"rendered":"\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3068\u30af\u30e9\u30a6\u30c9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\uff1a\u5b8c\u74a7\u306a\u7d44\u307f\u5408\u308f\u305b"},"content":{"rendered":"<p>\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3068\u30af\u30e9\u30a6\u30c9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306f\u3001\u8fd1\u5e74\u306eIT\u7523\u696d\u306e\u30c8\u30ec\u30f3\u30c9\u3092\u6d78\u900f\u3055\u305b\u308b\u91cd\u8981\u306a\u6280\u8853\u3068\u3057\u3066\u767b\u5834\u3057\u307e\u3057\u305f\u3002\u305d\u308c\u305e\u308c\u306e\u6280\u8853\u306b\u306f\u9577\u6240\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u591a\u304f\u306e\u4f01\u696d\u304c\u305d\u308c\u3089\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u3055\u3089\u306a\u308b\u5229\u70b9\u3092\u5f97\u3066\u3044\u307e\u3059\u3002\u3082\u3057\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3068\u30af\u30e9\u30a6\u30c9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u304c\u3069\u306e\u3088\u3046\u306b\u7d44\u307f\u5408\u308f\u3055\u308a\u3001\u306a\u305c\u5b8c\u74a7\u306a\u7d44\u307f\u5408\u308f\u305b\u3067\u3042\u308b\u304b\u3092\u63a2\u6c42\u3057\u305f\u3044\u306e\u3067\u3042\u308c\u3070\u3001\u3053\u306e\u8a18\u4e8b\u306f\u3042\u306a\u305f\u306b\u3074\u3063\u305f\u308a\u3067\u3059\uff01<\/p>\n<h2><strong>I. 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\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3068\u306f\uff1f<\/strong><\/h3>\n<p>\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3068\u306f\u3001\u30aa\u30f3\u30e9\u30a4\u30f3\u304a\u3088\u3073\u96fb\u5b50\u30c7\u30d0\u30a4\u30b9\u3067\u306e\u591a\u304f\u306e\u6d3b\u52d5\u306b\u3088\u3063\u3066\u751f\u6210\u3055\u308c\u308b\u4f55\u767e\u4e07\u3082\u306e\u30c7\u30fc\u30bf\u3067\u3059\u3002\u3064\u307e\u308a\u3001\u305d\u308c\u306f\u81a8\u5927\u306a\u91cf\u306e\u30c7\u30fc\u30bf\u3001\u30c6\u30e9\u30d0\u30a4\u30c8\u3001\u30da\u30bf\u30d0\u30a4\u30c8\u3001\u307e\u305f\u306f\u305d\u308c\u4ee5\u4e0a\u3067\u3059\u3002\u3053\u306e\u30c7\u30fc\u30bf\u306f\u3001\u5f93\u6765\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3084\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u6280\u8853\u3067\u306f\u51e6\u7406\u3067\u304d\u306a\u3044\u307b\u3069\u5927\u304d\u3044\u3067\u3059\u3002\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u306f\u3053\u3061\u3089\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n<h3><strong>2. \u30af\u30e9\u30a6\u30c9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3068\u306f\uff1f<\/strong><\/h3>\n<p>\u30af\u30e9\u30a6\u30c9\u3068\u306f\u3001\u30b5\u30fc\u30d3\u30b9\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306b\u3088\u3063\u3066\u904b\u55b6\u3055\u308c\u308b\u4e00\u9023\u306e\u5f37\u529b\u306a\u30b5\u30fc\u30d0\u30fc\u306e\u540d\u79f0\u3067\u3059\u3002\u30af\u30e9\u30a6\u30c9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3068\u306f\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u7d4c\u7531\u3067\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30ea\u30bd\u30fc\u30b9\u306e\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u53ef\u7528\u6027\u3092\u6307\u3057\u307e\u3059\u3002<\/p>\n<div id=\"attachment_8652\" style=\"width: 860px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-8652\" class=\"wp-image-8652 size-full\" src=\"https:\/\/cdn.bap-software.net\/2023\/02\/what-is-Cloud-Computing.jpg\" alt=\"what is Cloud Computing\" width=\"850\" height=\"595\" \/><p id=\"caption-attachment-8652\" class=\"wp-caption-text\">Cloud Computing is a technology that helps to store and access data on the internet instead of the computer&#8217;s disk &#8211; Image: mygreatlearning.com<span style=\"font-size: 16px;\">\u00a0<\/span><\/p><\/div>\n<p>\u30af\u30e9\u30a6\u30c9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306e\u76ee\u7684\u306f\u3001\u30af\u30e9\u30a6\u30c9\u306b\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3057\u3001\u51e6\u7406\u3057\u305f\u308a\u3001IT\u30ea\u30bd\u30fc\u30b9\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u305b\u305a\u306b\u30ea\u30e2\u30fc\u30c8IT\u30b5\u30fc\u30d3\u30b9\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u30af\u30e9\u30a6\u30c9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306e\u91cd\u8981\u6027\u306f\u7279\u306bCovid-19\u30d1\u30f3\u30c7\u30df\u30c3\u30af\u306e\u969b\u306b\u5f37\u8abf\u3055\u308c\u307e\u3057\u305f\u3002\u4e16\u754c\u4e2d\u3067\u5728\u5b85\u52e4\u52d9\u304c\u5897\u3048\u308b\u4e2d\u3001\u4eba\u3005\u306f\u30ea\u30e2\u30fc\u30c8\u3067\u30c7\u30fc\u30bf\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3001\u4ed5\u4e8b\u3092\u7ba1\u7406\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2><strong>II. 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id=\"attachment_8649\" style=\"width: 860px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-8649\" class=\"wp-image-8649 size-full\" src=\"https:\/\/cdn.bap-software.net\/2023\/02\/a-combination-of-big-data-and-cloud-computing.jpg\" alt=\"a combination of big data and cloud computing\" width=\"850\" height=\"478\" \/><p id=\"caption-attachment-8649\" class=\"wp-caption-text\">Big Data &amp; Cloud Computing bring the perfect combination- Image: vexxhost.com<\/p><\/div>\n<p>\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u3068\u30af\u30e9\u30a6\u30c9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306e\u7d44\u307f\u5408\u308f\u305b\u306f\u5fc5\u8981\u4e0d\u53ef\u6b20\u3067\u3042\u308a\u3001\u5f37\u529b\u306a\u95a2\u4fc2\u3092\u7bc9\u304d\u307e\u3059\u3002\u306a\u305c\u306a\u3089\u3001\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u3068\u30af\u30e9\u30a6\u30c9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306e\u30b7\u30ca\u30b8\u30fc\u306f\u4e88\u6e2c\u7684\u306a\u6d1e\u5bdf\u3092\u63d0\u4f9b\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u30d3\u30b8\u30cd\u30b9\u30d7\u30ed\u30bb\u30b9\u3084\u610f\u601d\u6c7a\u5b9a\u3092\u652f\u63f4\u3059\u308b\u304b\u3089\u3067\u3059\u3002<\/p>\n<p>\u7279\u306b\u3001\u305d\u308c\u306f\u4f01\u696d\u306e\u53ce\u76ca\u306b\u3082\u30d7\u30e9\u30b9\u306e\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u3068\u540c\u6642\u306b\u3001\u5fc5\u8981\u306a\u6295\u8cc7\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2><strong>III. \u5927\u898f\u6a21\u30c7\u30fc\u30bf\u3092\u30af\u30e9\u30a6\u30c9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306b\u7d44\u307f\u8fbc\u3080\u5229\u70b9<\/strong><\/h2>\n<h3><strong>1. \u30b3\u30b9\u30c8\u306e\u6700\u9069\u5316<\/strong><\/h3>\n<p>\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u3078\u306e\u6295\u8cc7\u3068\u7ba1\u7406\u306f\u975e\u5e38\u306b\u9ad8\u984d\u306b\u306a\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u3092\u30af\u30e9\u30a6\u30c9\u306b\u4fdd\u5b58\u3059\u308b\u3053\u3068\u3067\u3001\u4f01\u696d\u306f\u30b9\u30c8\u30ec\u30fc\u30b8\u30b9\u30da\u30fc\u30b9\u3060\u3051\u3092\u652f\u6255\u3046\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u305d\u308c\u306b\u3088\u308a\u3001\u30a4\u30f3\u30d5\u30e9\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u540c\u6642\u306b\u3001\u30a4\u30f3\u30d5\u30e9\u7ba1\u7406\u306e\u8cac\u4efb\u3092\u4ed6\u306e\u7d44\u7e54\u306b\u59d4\u4efb\u3057\u3066\u3001\u30d3\u30b8\u30cd\u30b9\u76ee\u6a19\u306e\u9054\u6210\u306b\u96c6\u4e2d\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<div id=\"attachment_8651\" style=\"width: 860px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-8651\" class=\"wp-image-8651 size-full\" src=\"https:\/\/cdn.bap-software.net\/2023\/02\/Cost-Optimization-e1675395476684.jpg\" alt=\"Cost Optimization\" width=\"850\" height=\"493\" \/><p id=\"caption-attachment-8651\" class=\"wp-caption-text\">Storing big data in the cloud helps save costs &#8211; Image: datanami.com<\/p><\/div>\n<h3><strong>2. \u62e1\u5f35\u6027\u306e\u80fd\u529b<\/strong><\/h3>\n<p>\u30af\u30e9\u30a6\u30c9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u307e\u3059\u307e\u3059\u5897\u3048\u308b\u30c7\u30fc\u30bf\u306e\u305f\u3081\u306e\u30b9\u30c8\u30ec\u30fc\u30b8\u3092\u81ea\u52d5\u7684\u306b\u62e1\u5f35\u3067\u304d\u307e\u3059\u3002\u30d3\u30b8\u30cd\u30b9\u304c\u30c7\u30fc\u30bf\u304b\u3089\u5fc5\u8981\u306a\u6d1e\u5bdf\u3092\u5f97\u305f\u5f8c\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u30b9\u30da\u30fc\u30b9\u3092\u67d4\u8edf\u306b\u5897\u6e1b\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30c7\u30fc\u30bf\u53ce\u96c6\u7387\u306f\u4e88\u6e2c\u3067\u304d\u306a\u3044\u305f\u3081\u3001\u30af\u30e9\u30a6\u30c9\u3067\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3059\u308b\u3053\u3068\u3067\u3001\u5927\u91cf\u306e\u5229\u7528\u3084\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u3092\u7ba1\u7406\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n<h3><strong>3. \u8907\u96d1\u3055\u306e\u524a\u6e1b<\/strong><\/h3>\n<p>\u3069\u3093\u306a\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5c0e\u5165\u3059\u308b\u306b\u3082\u3001\u8907\u6570\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3084\u7d71\u5408\u304c\u5fc5\u8981\u3067\u3059\u3002\u30af\u30e9\u30a6\u30c9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306f\u3001\u3053\u308c\u3089\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3092\u81ea\u52d5\u5316\u3059\u308b\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u8907\u96d1\u3055\u304c\u524a\u6e1b\u3055\u308c\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u30c1\u30fc\u30e0\u306e\u751f\u7523\u6027\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n<div id=\"attachment_8650\" style=\"width: 860px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-8650\" class=\"wp-image-8650 size-full\" src=\"https:\/\/cdn.bap-software.net\/2023\/02\/benefits-of-big-data-cloud-computing.jpg\" alt=\"benefits of big data cloud computing\" width=\"850\" height=\"425\" \/><p id=\"caption-attachment-8650\" class=\"wp-caption-text\">Cloud plays an important role and creates many benefits with big data &#8211; Image: bigdatapath.wordpress.com<span style=\"font-size: 16px;\">\u00a0<\/span><\/p><\/div>\n<h3><strong>4. 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