{"id":15815,"date":"2025-12-04T15:08:21","date_gmt":"2025-12-04T14:08:21","guid":{"rendered":"https:\/\/webhosting.de\/predictive-scaling-ki-hosting-ressourcen-automatisch-optimieren-intelligenz\/"},"modified":"2025-12-04T15:08:21","modified_gmt":"2025-12-04T14:08:21","slug":"%e4%ba%88%e6%b8%ac%e7%9a%84%e3%82%b9%e3%82%b1%e3%83%bc%e3%83%aa%e3%83%b3%e3%82%b0%e3%80%81ki%e3%83%9b%e3%82%b9%e3%83%86%e3%82%a3%e3%83%b3%e3%82%b0%e3%80%81%e3%83%aa%e3%82%bd%e3%83%bc%e3%82%b9%e3%81%ae","status":"publish","type":"post","link":"https:\/\/webhosting.de\/ja\/predictive-scaling-ki-hosting-ressourcen-automatisch-optimieren-intelligenz\/","title":{"rendered":"\u4e88\u6e2c\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0 \u2013 AI \u304c\u30db\u30b9\u30c6\u30a3\u30f3\u30b0\u30ea\u30bd\u30fc\u30b9\u3092\u81ea\u52d5\u7684\u306b\u8a08\u753b\u304a\u3088\u3073\u6700\u9069\u5316\u3059\u308b\u65b9\u6cd5"},"content":{"rendered":"<p><strong>\u4e88\u6e2c\u7684<\/strong> \u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u30db\u30b9\u30c6\u30a3\u30f3\u30b0\u306f\u3001\u53cd\u5fdc\u7684\u3067\u306f\u306a\u304f\u4e88\u6e2c\u7684\u306b\u30ea\u30bd\u30fc\u30b9\u3092\u8a08\u753b\u3057\u307e\u3059\u3002AI \u30e2\u30c7\u30eb\u304c\u8ca0\u8377\u30d1\u30bf\u30fc\u30f3\u3092\u8a8d\u8b58\u3057\u3001\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u304c\u767a\u751f\u3059\u308b\u524d\u306b\u30ad\u30e3\u30d1\u30b7\u30c6\u30a3\u3092\u6e96\u5099\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u5fdc\u7b54\u6642\u9593\u3092\u5b89\u5b9a\u3055\u305b\u3001\u30af\u30e9\u30a6\u30c9\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3057\u3001\u4e88\u6e2c\u4fe1\u53f7\u3092\u7528\u3044\u3066\u30dd\u30c3\u30c9\u3001\u30ce\u30fc\u30c9\u3001\u30af\u30e9\u30b9\u30bf\u9593\u3067\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092\u8abf\u6574\u3057\u307e\u3059\u3002.<\/p>\n\n<h2>\u4e2d\u5fc3\u70b9<\/h2>\n<p>\u4ee5\u4e0b\u306e\u8981\u70b9\u306f\u3001\u305d\u306e\u91cd\u8981\u6027\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002 <strong>\u4e88\u6e2c\u7684<\/strong> \u30db\u30b9\u30c6\u30a3\u30f3\u30b0\u306b\u304a\u3051\u308b\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u306e\u767b\u5834\u3002.<\/p>\n<ul>\n  <li><strong>\u30d7\u30ed\u30a2\u30af\u30c6\u30a3\u30d6<\/strong> \u53cd\u5fdc\u7684\u306a\u3057\u304d\u3044\u5024\u3067\u306f\u306a\u304f\u3001\u30ad\u30e3\u30d1\u30b7\u30c6\u30a3\u30d7\u30e9\u30f3\u30cb\u30f3\u30b0<\/li>\n  <li><strong>\u30de\u30eb\u30c1\u30e1\u30c8\u30ea\u30c3\u30af<\/strong> CPU\u3068RAM\u3060\u3051\u3058\u3083\u306a\u304f\u3066<\/li>\n  <li><strong>\u6642\u7cfb\u5217 ML<\/strong> \u4fe1\u983c\u6027\u306e\u9ad8\u3044\u4e88\u6e2c\u306e\u305f\u3081\u306e\u7570\u5e38\u691c\u51fa<\/li>\n  <li><strong>\u30b3\u30b9\u30c8\u7ba1\u7406<\/strong> \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u30df\u30c3\u30af\u30b9\u3068\u30b9\u30dd\u30c3\u30c8\u6226\u7565\u306b\u3088\u308b<\/li>\n  <li><strong>\u591a\u5c64<\/strong> \u30dd\u30c3\u30c9\u3001\u30ce\u30fc\u30c9\u3001\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u30ec\u30d9\u30eb\u3067\u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0<\/li>\n<\/ul>\n\n\n<figure class=\"wp-block-image size-full is-resized\">\n  <img fetchpriority=\"high\" decoding=\"async\" src=\"https:\/\/webhosting.de\/wp-content\/uploads\/2025\/12\/predictive-hosting-9523.png\" alt=\"\" width=\"1536\" height=\"1024\"\/>\n<\/figure>\n\n\n<h2>\u53cd\u5fdc\u578b\u30aa\u30fc\u30c8\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u30a2\u30d7\u30ed\u30fc\u30c1\u306e\u9650\u754c<\/h2>\n\n<p>\u53cd\u5fdc\u578b\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u306f\u3001\u4ee5\u4e0b\u3092\u5f85\u3061\u307e\u3059\u3002 <strong>\u3057\u304d\u3044\u5024<\/strong> \u8d85\u904e\u3057\u305f\u5834\u5408\u306b\u306e\u307f\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3055\u308c\u307e\u3059\u3002\u5b9f\u969b\u306b\u306f\u3001\u65b0\u3057\u3044\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306f\u6570\u5206\u9045\u308c\u3066\u8d77\u52d5\u3059\u308b\u3053\u3068\u304c\u3088\u304f\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u30ae\u30e3\u30c3\u30d7\u3067\u306f\u3001\u30ec\u30a4\u30c6\u30f3\u30b7\u30fc\u304c\u5897\u52a0\u3057\u3001\u30bb\u30c3\u30b7\u30e7\u30f3\u304c\u4e2d\u65ad\u3057\u3001\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u7387\u304c\u4f4e\u4e0b\u3057\u307e\u3059\u3002\u9759\u7684\u306a\u30eb\u30fc\u30eb\u306f\u3001\u6708\u66dc\u65e5\u306e\u671d\u3084\u5915\u65b9\u306e\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u4e2d\u306e\u30b7\u30e7\u30c3\u30d7\u306e\u5b9f\u969b\u306e\u30d1\u30bf\u30fc\u30f3\u306b\u5408\u81f4\u3059\u308b\u3053\u3068\u306f\u307b\u3068\u3093\u3069\u3042\u308a\u307e\u305b\u3093\u3002 \u30ed\u30b0\u3092\u898b\u308b\u3068\u3001API\u30ea\u30af\u30a8\u30b9\u30c8\u3084\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30ad\u30e5\u30fc\u304c\u3001CPU\u306e\u8ca0\u8377\u304c\u4e0a\u6607\u3059\u308b\u6570\u5206\u524d\u306b\u3059\u3067\u306b\u5897\u52a0\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u3088\u304f\u3042\u308a\u307e\u3059\u3002\u4e88\u6e2c\u7684\u306a\u5236\u5fa1\u306b\u5207\u308a\u66ff\u3048\u308b\u3053\u3068\u3067\u3001\u30d4\u30fc\u30af\u6642\u306e\u8ca0\u8377\u3092\u8efd\u6e1b\u3067\u304d\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u57fa\u672c\u8ca0\u8377\u3082\u5e73\u6e96\u5316\u3055\u308c\u307e\u3059\u3002\u53cd\u5fdc\u7684\u306a\u30e1\u30ab\u30cb\u30ba\u30e0\u306e\u57fa\u790e\u3092\u7406\u89e3\u3057\u305f\u3044\u65b9\u306f\u3001\u4ee5\u4e0b\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002 <a href=\"https:\/\/webhosting.de\/ja\/%e8%87%aa%e5%8b%95%e3%82%b9%e3%82%b1%e3%83%bc%e3%83%aa%e3%83%b3%e3%82%b0-%e3%83%9b%e3%82%b9%e3%83%86%e3%82%a3%e3%83%b3%e3%82%b0-%e6%9f%94%e8%bb%9f%e3%81%aa%e3%83%aa%e3%82%bd%e3%83%bc%e3%82%b9\/\">\u30aa\u30fc\u30c8\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u30db\u30b9\u30c6\u30a3\u30f3\u30b0<\/a> \u65b9\u5411\u6027\u3092\u5b9a\u3081\u3001\u4e88\u6e2c\u624b\u6cd5\u306b\u7684\u3092\u7d5e\u3063\u3066\u79fb\u884c\u3059\u308b\u3002.<\/p>\n\n<h2>\u4e88\u6e2c\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u306e\u4ed5\u7d44\u307f<\/h2>\n\n<p>\u4e88\u6e2c\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u306f\u3001\u904e\u53bb\u306e\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u3001 <strong>\u30b5\u30f3\u30d7\u30eb<\/strong> \u305d\u3057\u3066\u3001\u5c06\u6765\u306e\u9700\u8981\u3092\u4e88\u6e2c\u3057\u307e\u3059\u3002\u591a\u304f\u306e\u5834\u5408\u3001\u6642\u9593\u5358\u4f4d\u3001\u6642\u306b\u306f\u5206\u5358\u4f4d\u3067\u4e88\u6e2c\u3057\u307e\u3059\u30021 \u79d2\u3042\u305f\u308a\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u6570\u3001\u30a2\u30af\u30c6\u30a3\u30d6\u306a\u30bb\u30c3\u30b7\u30e7\u30f3\u6570\u3001I\/O \u5f85\u6a5f\u6642\u9593\u3001\u30ad\u30e5\u30fc\u306e\u9577\u3055\u3001\u30ad\u30e3\u30c3\u30b7\u30e5\u30d2\u30c3\u30c8\u7387\u306a\u3069\u306e\u30e1\u30c8\u30ea\u30c3\u30af\u3092\u5165\u529b\u3057\u307e\u3059\u3002\u305d\u3053\u304b\u3089\u3001\u4e88\u6e2c\u30e2\u30c7\u30eb\u304c\u3001\u30d4\u30fc\u30af\u306b\u9054\u3059\u308b\u524d\u306b\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u8d77\u52d5\u3068\u505c\u6b62\u306e\u30bf\u30a4\u30df\u30f3\u30b0\u3092\u5c0e\u304d\u51fa\u3057\u307e\u3059\u3002 \u5178\u578b\u7684\u306a\u4f8b\uff1a\u6708\u66dc\u65e5\u306e 9:00 \u304b\u3089\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u304c\u958b\u59cb\u3055\u308c\u3001\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f 8:55 \u306b\u30ea\u30bd\u30fc\u30b9\u3092\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3057\u3066\u3001\u8ca0\u8377\u304c\u30a6\u30a9\u30fc\u30e0\u30ad\u30e3\u30d1\u30b7\u30c6\u30a3\u306b\u5230\u9054\u3059\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u7570\u5e38\u304c\u767a\u751f\u3057\u305f\u5834\u5408\u306b\u5373\u5ea7\u306b\u30b9\u30b1\u30fc\u30eb\u30a2\u30c3\u30d7\u3059\u308b\u30ac\u30fc\u30c9\u30ec\u30fc\u30eb\u3092\u8a2d\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002\u6bd4\u8f03\u3059\u308b\u3068\u3001\u305d\u306e\u9055\u3044\u304c\u660e\u3089\u304b\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n<table>\n  <thead>\n    <tr>\n      <th>\u57fa\u6e96<\/th>\n      <th>\u53cd\u5fdc\u7684\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0<\/th>\n      <th>\u4e88\u6e2c\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0<\/th>\n    <\/tr>\n  <\/thead>\n  <tbody>\n    <tr>\n      <td>\u30c8\u30ea\u30ac\u30fc<\/td>\n      <td>\u56fa\u5b9aCPU\/RAM\u30b9\u30ec\u30c3\u30b7\u30e7\u30eb\u30c9<\/td>\n      <td>\u6642\u7cfb\u5217\u3068\u76f8\u95a2\u95a2\u4fc2\u304b\u3089\u306e\u4e88\u6e2c<\/td>\n    <\/tr>\n    <tr>\n      <td>\u5fdc\u7b54\u6642\u9593<\/td>\n      <td>\u8ca0\u8377\u5897\u52a0\u5f8c<\/td>\n      <td>\u8ca0\u8377\u5897\u52a0\u524d<\/td>\n    <\/tr>\n    <tr>\n      <td>\u30b3\u30b9\u30c8\u52b9\u679c<\/td>\n      <td>\u4f9b\u7d66\u904e\u5270\u307e\u305f\u306f\u4f9b\u7d66\u4e0d\u8db3<\/td>\n      <td>\u8a08\u753b\u5bb9\u91cf\u3068\u9069\u6b63\u898f\u6a21<\/td>\n    <\/tr>\n    <tr>\n      <td>\u30ea\u30b9\u30af<\/td>\n      <td>\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u306e\u30d4\u30fc\u30af\u6642\u306e\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8<\/td>\n      <td>\u30ac\u30fc\u30c9\u30ec\u30fc\u30eb\u3068\u65e9\u3081\u306e\u30b9\u30bf\u30fc\u30c8<\/td>\n    <\/tr>\n    <tr>\n      <td>\u30c7\u30fc\u30bf\u30fb\u30d9\u30fc\u30b9<\/td>\n      <td>\u500b\u5225\u6307\u6a19<\/td>\n      <td>\u8907\u5408\u6307\u6a19\u3068\u5b63\u7bc0\u6027<\/td>\n    <\/tr>\n  <\/tbody>\n<\/table>\n\n\n<figure class=\"wp-block-image size-full is-resized\">\n  <img decoding=\"async\" src=\"https:\/\/webhosting.de\/wp-content\/uploads\/2025\/12\/predictive_scaling_meeting_8391.png\" alt=\"\" width=\"1536\" height=\"1024\"\/>\n<\/figure>\n\n\n<h2>\u672c\u5f53\u306b\u91cd\u8981\u306a\u6307\u6a19<\/h2>\n\n<p>\u79c1\u306fCPU\u3060\u3051\u306b\u983c\u3063\u3066\u3044\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002 <strong>RAM<\/strong>, \u591a\u304f\u306e\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u306f\u4ed6\u306e\u5834\u6240\u3067\u767a\u751f\u3057\u307e\u3059\u3002\u30ea\u30af\u30a8\u30b9\u30c8\u30ec\u30fc\u30c8\u306f\u3001CPU \u304c\u98fd\u548c\u72b6\u614b\u306b\u306a\u308b\u524d\u306b\u3001\u5fdc\u7b54\u6642\u9593\u306e\u5897\u52a0\u3068\u3057\u3066\u8868\u308c\u308b\u3053\u3068\u304c\u3088\u304f\u3042\u308a\u307e\u3059\u3002\u30ed\u30c3\u30af\u6642\u9593\u3001\u30b9\u30ed\u30fc\u30af\u30a8\u30ea\u306e\u5272\u5408\u3001\u63a5\u7d9a\u30d7\u30fc\u30eb\u306a\u3069\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30e1\u30c8\u30ea\u30af\u30b9\u306f\u3001\u65e9\u671f\u306e\u5146\u5019\u3092\u793a\u3057\u307e\u3059\u3002\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u3068\u518d\u9001\u4fe1\u306f\u3001\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u3084\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u306e\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u3092\u660e\u3089\u304b\u306b\u3057\u307e\u3059\u3002 \u30a2\u30af\u30c6\u30a3\u30d6\u306a\u30bb\u30c3\u30b7\u30e7\u30f3\u6570\u3084\u30b7\u30e7\u30c3\u30d4\u30f3\u30b0\u30ab\u30fc\u30c8\u306e\u6570\u306f\u3001\u591a\u304f\u306e\u5834\u5408\u3001\u30d1\u30fc\u30bb\u30f3\u30c6\u30fc\u30b8\u3088\u308a\u3082\u5b9f\u969b\u306e\u8ca0\u8377\u3068\u3088\u308a\u5bc6\u63a5\u306b\u95a2\u9023\u3057\u3066\u3044\u307e\u3059\u3002\u30ad\u30e5\u30fc\u306e\u9577\u3055\uff08Kafka\u3001RabbitMQ \u306a\u3069\uff09\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u6b63\u78ba\u3067\u65e9\u671f\u306b\u628a\u63e1\u3067\u304d\u308b\u8ca0\u8377\u6307\u6a19\u304c\u5f97\u3089\u308c\u307e\u3059\u3002.<\/p>\n\n<h2>\u30b3\u30b9\u30c8\u306e\u6700\u9069\u5316\u3068\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u9078\u629e<\/h2>\n\n<p>\u5148\u898b\u7684\u306a\u4e88\u6e2c\u306b\u3088\u308a\u3001\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u30bf\u30a4\u30d7\u3092\u6642\u9593\u7684\u306b <strong>\u7261\u725b<\/strong>\u30d4\u30fc\u30af\u76f4\u524d\u306b\u9ad8\u6027\u80fd\u30af\u30e9\u30b9\u3092\u5229\u7528\u3057\u3001\u9591\u6563\u671f\u306b\u306f\u4f4e\u30b3\u30b9\u30c8\u306e\u5bb9\u91cf\u306b\u5207\u308a\u66ff\u3048\u307e\u3059\u3002\u30b9\u30dd\u30c3\u30c8\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306f\u3001\u30c0\u30a6\u30f3\u30bf\u30a4\u30e0\u30ea\u30b9\u30af\u3092\u60f3\u5b9a\u3057\u3001\u4e2d\u65ad\u6642\u306b\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092\u81ea\u52d5\u7684\u306b\u79fb\u884c\u3059\u308b\u3053\u3068\u3067\u3001\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3057\u307e\u3059\u3002 \u512a\u308c\u305f\u30d7\u30e9\u30f3\u30ca\u30fc\u306f\u3001\u4f4e\u6599\u91d1\u306e\u6642\u9593\u5e2f\u306b\u30d0\u30c3\u30c1\u30b8\u30e7\u30d6\u3092\u307e\u3068\u3081\u3066\u3001\u91cd\u8981\u5ea6\u306e\u4f4e\u3044\u30bf\u30b9\u30af\u3092\u79fb\u884c\u3057\u307e\u3059\u3002\u305d\u306e\u7d50\u679c\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u4f4e\u4e0b\u3055\u305b\u308b\u3053\u3068\u306a\u304f\u300130\uff5e50% \u306e\u30b3\u30b9\u30c8\u524a\u6e1b\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u30b3\u30b9\u30c8\u524a\u6e1b\u76ee\u6a19\u306b\u3088\u3063\u3066\u53ef\u7528\u6027\u304c\u640d\u306a\u308f\u308c\u308b\u3053\u3068\u304c\u306a\u3044\u3088\u3046\u306b\u3001SLO \u3092\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u3092\u5fc3\u304c\u3051\u3066\u3044\u307e\u3059\u3002.<\/p>\n\n<h2>\u5efa\u7bc9\u306e\u69cb\u6210\u8981\u7d20\u3068\u5236\u5fa1\u30d1\u30b9<\/h2>\n\n<p>\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u4e88\u6e2c\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u306e\u305f\u3081\u306b\u3001\u79c1\u306f\u30c7\u30fc\u30bf\u30ec\u30d9\u30eb\u3001\u610f\u601d\u6c7a\u5b9a\u30ec\u30d9\u30eb\u3001\u30a2\u30af\u30c1\u30e5\u30a8\u30fc\u30bf\u3092\u53b3\u5bc6\u306b\u533a\u5225\u3057\u3066\u3044\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30ec\u30d9\u30eb\u306f\u3001\u9ad8\u89e3\u50cf\u5ea6\u306e\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u53ce\u96c6\u3057\u3001\u5916\u308c\u5024\u3092\u8abf\u6574\u3057\u3001\u30bf\u30a4\u30e0\u30b9\u30bf\u30f3\u30d7\u3092\u540c\u671f\u3057\u307e\u3059\u3002\u610f\u601d\u6c7a\u5b9a\u30ec\u30d9\u30eb\u306f\u3001\u4e88\u6e2c\u3092\u8a08\u7b97\u3057\u3001\u4e0d\u78ba\u5b9f\u6027\u3092\u8a55\u4fa1\u3057\u3001\u76ee\u6a19\u30ec\u30d7\u30ea\u30ab\u3001\u30ce\u30fc\u30c9\u8981\u4ef6\u3001\u958b\u59cb\u6642\u523b\u304b\u3089\u8a08\u753b\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002 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\u30a4\u30d9\u30f3\u30c8\u30ab\u30ec\u30f3\u30c0\u30fc\u306f\u3001\u7279\u5225\u306a\u5f71\u97ff\u3092\u8aac\u660e\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30b5\u30fc\u30d3\u30f3\u30b0\u30b9\u30ad\u30e5\u30fc\u3092\u76e3\u8996\u3057\u307e\u3059\u3002\u904b\u7528\u4e2d\u306e\u7279\u5fb4\u306f\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u4e2d\u306e\u7279\u5fb4\u3068\u6b63\u78ba\u306b\u4e00\u81f4\u3057\u3066\u3044\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u30b9\u30ea\u30e0\u306a\u7279\u5fb4\u30b9\u30c8\u30a2\u3068\u4e00\u8cab\u3057\u305f\u6642\u9593\u30d9\u30fc\u30b9\u306b\u3088\u308a\u3001\u6b6a\u307f\u3092\u9632\u304e\u307e\u3059\u3002\u30c7\u30fc\u30bf\u4fdd\u8b77\u306f\u539f\u5247\u3067\u3059\u3002\u79c1\u306f\u3001\u96c6\u7d04\u3055\u308c\u305f\u4fe1\u53f7\u3068\u6700\u5c0f\u9650\u306e\u500b\u4eba\u95a2\u9023\u60c5\u5831\u3092\u4f7f\u7528\u3057\u3066\u4f5c\u696d\u3057\u3066\u3044\u307e\u3059\u3002.<\/p>\n\n\n<figure class=\"wp-block-image size-full is-resized\">\n  <img decoding=\"async\" src=\"https:\/\/webhosting.de\/wp-content\/uploads\/2025\/12\/predictive_scaling_buero_8243.png\" alt=\"\" width=\"1536\" height=\"1024\"\/>\n<\/figure>\n\n\n<h2>ML\u30e2\u30c7\u30eb\u306e\u6d3b\u7528<\/h2>\n\n<p>\u73fe\u5b9f\u7684\u306a\u4e88\u6e2c\u306e\u305f\u3081\u306b\u3001\u79c1\u306f <strong>\u6642\u7cfb\u5217<\/strong>- Prophet \u3084 LSTM \u306a\u3069\u306e\u30e2\u30c7\u30eb\u306f\u30011 \u65e5\u306e\u30ea\u30ba\u30e0\u3001\u66dc\u65e5\u3001\u5b63\u7bc0\u3092\u53cd\u6620\u3057\u3066\u3044\u307e\u3059\u3002\u5f37\u5316\u5b66\u7fd2\u306f\u30dd\u30ea\u30b7\u30fc\u3092\u52d5\u7684\u306b\u8abf\u6574\u3057\u3001\u6700\u5c0f\u9650\u306e\u5bb9\u91cf\u3067\u5b89\u5b9a\u3057\u305f\u30ec\u30a4\u30c6\u30f3\u30b7\u30fc\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002\u7570\u5e38\u691c\u51fa\u306f\u3001\u4e88\u5b9a\u5916\u306e\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3084\u5916\u90e8\u969c\u5bb3\u306a\u3069\u306e\u30a4\u30d9\u30f3\u30c8\u304c\u30e1\u30c8\u30ea\u30af\u30b9\u306b\u53cd\u6620\u3055\u308c\u305f\u5834\u5408\u306b\u4f5c\u52d5\u3057\u307e\u3059\u3002 \u591a\u304f\u306e\u5834\u5408\u3001\u6570\u65e5\u9593\u306e\u521d\u671f\u5b66\u7fd2\u671f\u9593\u3067\u3001\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u4e88\u6e2c\u3092\u3055\u3089\u306b\u6df1\u304f\u6398\u308a\u4e0b\u3052\u305f\u3044\u5834\u5408\u306f\u3001\u4ee5\u4e0b\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 <a href=\"https:\/\/webhosting.de\/ja\/ki%e3%82%b5%e3%83%bc%e3%83%90%e3%83%bc%e8%b2%a0%e8%8d%b7%e4%ba%88%e6%b8%ac\/\">AI\u30b5\u30fc\u30d0\u30fc\u306e\u8ca0\u8377\u3092\u4e88\u6e2c\u3059\u308b<\/a> \u65b9\u6cd5\u8ad6\u306e\u57fa\u790e\u3068\u4fe1\u53f7\u9078\u629e\u3092\u78ba\u8a8d\u3059\u308b\u3002.<\/p>\n\n<h2>\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u306e\u30ec\u30d9\u30eb<\/h2>\n\n<p>\u79c1\u306f\u8907\u6570\u306e\u30ea\u30bd\u30fc\u30b9\u3092\u7ba1\u7406\u3057\u3066\u3044\u307e\u3059\u3002 <strong>\u30ec\u30d9\u30eb<\/strong>: \u30dd\u30c3\u30c9\u30ec\u30d9\u30eb\u3067\u306f\u3001\u30ec\u30a4\u30c6\u30f3\u30b7\u4e88\u7b97\u304c\u903c\u8feb\u3057\u305f\u5834\u5408\u3001\u500b\u3005\u306e\u30b5\u30fc\u30d3\u30b9\u306e\u30ec\u30d7\u30ea\u30ab\u3092\u5897\u3084\u3057\u307e\u3059\u3002\u30ce\u30fc\u30c9\u30ec\u30d9\u30eb\u3067\u306f\u3001SLO \u304c\u7dad\u6301\u3055\u308c\u308b\u9650\u308a\u3001\u30af\u30e9\u30b9\u30bf\u306e\u5bb9\u91cf\u3092\u8a08\u753b\u3057\u3001\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092\u5727\u7e2e\u3057\u3066\u30d1\u30c3\u30af\u3057\u307e\u3059\u3002 \u914d\u7f6e\u306f\u89aa\u548c\u6027\u3092\u8003\u616e\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u8fd1\u3044\u30b5\u30fc\u30d3\u30b9\u306f\u30b9\u30c8\u30ec\u30fc\u30b8\u306e\u8fd1\u304f\u306b\u914d\u7f6e\u3057\u3001\u30ec\u30a4\u30c6\u30f3\u30b7\u30fc\u306b\u654f\u611f\u306a\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306f\u512a\u5148\u30ce\u30fc\u30c9\u306b\u5272\u308a\u5f53\u3066\u307e\u3059\u3002\u30d0\u30c3\u30c1\u30b8\u30e7\u30d6\u3068\u30d0\u30c3\u30af\u30b0\u30e9\u30a6\u30f3\u30c9\u30b8\u30e7\u30d6\u306f\u3001\u30ad\u30e3\u30d1\u30b7\u30c6\u30a3\u306e\u7a7a\u304d\u90e8\u5206\u306b\u79fb\u3057\u3001\u30d7\u30e9\u30a4\u30de\u30ea\u30d1\u30b9\u304b\u3089\u30d4\u30fc\u30af\u3092\u9060\u3056\u3051\u307e\u3059\u3002\u3053\u306e\u6bb5\u968e\u7684\u306a\u914d\u7f6e\u306b\u3088\u308a\u3001\u901f\u5ea6\u3001\u7a3c\u50cd\u7387\u3001\u53ef\u7528\u6027\u3092\u540c\u6642\u306b\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002.<\/p>\n\n<h2>Kubernetes \u306e\u5b9f\u8df5\u7684\u306a\u7d71\u5408<\/h2>\n\n<p>\u79c1\u306f\u3001HPA\/VPA \u304a\u3088\u3073\u30af\u30e9\u30b9\u30bf\u30aa\u30fc\u30c8\u30b9\u30b1\u30fc\u30e9\u30fc\u306b\u4e88\u6e2c\u3092\u30de\u30c3\u30d4\u30f3\u30b0\u3057\u3066\u3044\u307e\u3059\u3002HPA \u306f\u30ec\u30d7\u30ea\u30ab\u3092\u65e9\u671f\u306b\u5897\u52a0\u3055\u305b\u3001VPA \u306f\u30ea\u30af\u30a8\u30b9\u30c8\u3068\u5236\u9650\u3092\u8abf\u6574\u3057\u3001\u30af\u30e9\u30b9\u30bf\u30aa\u30fc\u30c8\u30b9\u30b1\u30fc\u30e9\u30fc\u306f\u7a7a\u304d\u5bb9\u91cf\u3092\u30bf\u30a4\u30e0\u30ea\u30fc\u306b\u8abf\u9054\u3057\u307e\u3059\u3002\u30ad\u30e5\u30fc\u99c6\u52d5\u578b\u30b5\u30fc\u30d3\u30b9\u306f\u3001\u5f85\u3061\u6642\u9593\u304c\u6025\u5897\u3057\u306a\u3044\u3088\u3046\u306b\u3001\u30a4\u30d9\u30f3\u30c8\u30d9\u30fc\u30b9\u3067\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3057\u3066\u3044\u307e\u3059\u3002 PodDisruptionBudgets \u306f\u3001\u30ed\u30fc\u30ea\u30f3\u30b0\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u3068\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u304c\u5e72\u6e09\u3057\u5408\u3046\u306e\u3092\u9632\u304e\u307e\u3059\u3002Readiness \u304a\u3088\u3073 Startup \u30d7\u30ed\u30fc\u30d6\u306f\u3001\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u304c\u30a6\u30a9\u30fc\u30e0\u30dd\u30c3\u30c9\u306b\u306e\u307f\u5230\u9054\u3059\u308b\u3088\u3046\u306b\u8a2d\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002\u30b9\u30b1\u30fc\u30eb\u30a4\u30f3\u3067\u306f\u3001Connection Draining \u3092\u4f7f\u7528\u3057\u3066\u3001\u9577\u5bff\u547d\u306e\u63a5\u7d9a\u3092\u78ba\u5b9f\u306b\u7d42\u4e86\u3055\u305b\u307e\u3059\u3002Topology-Spread-Constraints \u306f\u3001\u30be\u30fc\u30f3\u9593\u306e\u5197\u9577\u6027\u3092\u5b89\u5b9a\u306b\u4fdd\u3061\u307e\u3059\u3002.<\/p>\n\n\n<figure class=\"wp-block-image size-full is-resized\">\n  <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/webhosting.de\/wp-content\/uploads\/2025\/12\/predictive-scaling-hosting-8541.png\" alt=\"\" width=\"1536\" height=\"1024\"\/>\n<\/figure>\n\n\n<h2>\u30b9\u30c6\u30fc\u30c8\u30d5\u30eb\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3068\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9<\/h2>\n\n<p>\u4e88\u6e2c\u306f\u3001\u72b6\u614b\u3092\u4f34\u3046\u30b7\u30b9\u30c6\u30e0\u306b\u3082\u5f79\u7acb\u3061\u307e\u3059\u3002\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u30d1\u30bf\u30fc\u30f3\u306b\u57fa\u3065\u3044\u3066\u30ea\u30fc\u30c9\u30ec\u30d7\u30ea\u30ab\u3092\u8a08\u753b\u3057\u3001\u30e9\u30b0\u306e\u5236\u9650\u3092\u9075\u5b88\u3057\u3001\u30a2\u30d7\u30ea\u30ec\u30d7\u30ea\u30ab\u3068\u540c\u671f\u3057\u3066\u63a5\u7d9a\u30d7\u30fc\u30eb\u3092\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3057\u307e\u3059\u3002CPU \u304c\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u306b\u306a\u308b\u3053\u3068\u306f\u3081\u3063\u305f\u306b\u306a\u3044\u305f\u3081\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u3068 IOPS \u3092\u5236\u9650\u8981\u56e0\u3068\u3057\u3066\u8ffd\u52a0\u3057\u307e\u3059\u3002 \u66f8\u304d\u8fbc\u307f\u30d1\u30b9\u306b\u306f\u77ed\u3044\u30d0\u30fc\u30b9\u30c8\u30a6\u30a3\u30f3\u30c9\u30a6\u3092\u4e88\u7d04\u3057\u3001\u79fb\u884c\u30bf\u30b9\u30af\u3084\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u30bf\u30b9\u30af\u3092\u5206\u6563\u3057\u307e\u3059\u3002\u30a2\u30af\u30b7\u30e7\u30f3\u306e\u524d\u306b\u3001\u30c8\u30c3\u30d7 N \u30ad\u30fc\u306a\u3069\u3092\u4f7f\u7528\u3057\u3066\u30ad\u30e3\u30c3\u30b7\u30e5\u3092\u610f\u56f3\u7684\u306b\u30a6\u30a9\u30fc\u30e0\u30a2\u30c3\u30d7\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30ad\u30e3\u30c3\u30b7\u30e5\u30b9\u30c8\u30fc\u30e0\u3092\u56de\u907f\u3057\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u30b3\u30fc\u30eb\u30c9\u30b9\u30bf\u30fc\u30c8\u306e\u30d4\u30fc\u30af\u304b\u3089\u4fdd\u8b77\u3057\u307e\u3059\u3002StatefulSets \u306f\u3001\u30ea\u30d0\u30e9\u30f3\u30b9\u3068\u30ec\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30b3\u30b9\u30c8\u304c\u8ca0\u8377\u306e\u30d4\u30fc\u30af\u306b\u306a\u308b\u3053\u3068\u3092\u907f\u3051\u308b\u305f\u3081\u3001\u9069\u5ea6\u306b\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3057\u307e\u3059\u3002.<\/p>\n\n<h2>\u30a8\u30c3\u30b8\u3001\u30ad\u30e3\u30c3\u30b7\u30e5\u3001\u30d7\u30ea\u30a6\u30a9\u30fc\u30df\u30f3\u30b0<\/h2>\n\n<p>\u591a\u304f\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u30a8\u30c3\u30b8\u3067\u5229\u76ca\u3092\u5f97\u3066\u3044\u307e\u3059\u3002\u79c1\u306f\u3001\u30a4\u30d9\u30f3\u30c8\u306e\u524d\u306b CDN \u8ca0\u8377\u3092\u4e88\u6e2c\u3057\u3001\u30a8\u30c3\u30b8\u5bb9\u91cf\u3092\u5897\u5f37\u3057\u3066\u3001\u30aa\u30ea\u30b8\u30f3\u30b5\u30fc\u30d0\u30fc\u306e\u8ca0\u8377\u3092\u8efd\u6e1b\u3057\u307e\u3059\u3002TTL \u306f\u52d5\u7684\u306b\u8abf\u6574\u3057\u307e\u3059\u3002\u30d4\u30fc\u30af\u671f\u306e\u524d\u306b\u306f\u5ef6\u9577\u3057\u3001\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u7d42\u4e86\u5f8c\u306b\u306f\u6b63\u5e38\u5316\u3057\u307e\u3059\u3002\u753b\u50cf\u3084\u52d5\u753b\u306e\u30d0\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u306e\u30d4\u30fc\u30af\u3092\u56de\u907f\u3059\u308b\u305f\u3081\u306b\u4e8b\u524d\u306b\u518d\u30a8\u30f3\u30b3\u30fc\u30c9\u3057\u307e\u3059\u3002 API \u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u3067\u306f\u3001\u4e88\u6e2c\u306b\u57fa\u3065\u3044\u3066\u30c8\u30fc\u30af\u30f3\u30d0\u30b1\u30c3\u30c8\u3068\u30ea\u30fc\u30ad\u30fc\u30d0\u30b1\u30c3\u30c8\u306e\u5236\u9650\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u5916\u90e8\u30d1\u30fc\u30c8\u30ca\u30fc\u304c\u4e88\u6e2c\u4e0d\u53ef\u80fd\u306a\u307b\u3069\u9ad8\u901f\u3067\u30d5\u30a3\u30fc\u30c9\u3057\u305f\u308a\u3001\u30d7\u30eb\u3092\u5f37\u5316\u3057\u305f\u308a\u3057\u305f\u5834\u5408\u3067\u3082\u3001\u30b3\u30a2\u30b5\u30fc\u30d3\u30b9\u3092\u4fdd\u8b77\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002.<\/p>\n\n<h2>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u30ac\u30d0\u30ca\u30f3\u30b9\u3001\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9<\/h2>\n\n<p>\u4e88\u6e2c\u30dd\u30ea\u30b7\u30fc\u306f\u30b3\u30fc\u30c9\u3067\u3059\u3002\u30ec\u30d3\u30e5\u30fc\u3001\u7f72\u540d\u3001CI\/CD \u30b2\u30fc\u30c8\u306b\u3088\u3063\u3066\u30dd\u30ea\u30b7\u30fc\u3092\u78ba\u5b9a\u3057\u307e\u3059\u3002RBAC \u306b\u3088\u308a\u3001\u5fc5\u8981\u306a\u6a29\u9650\u306f\u30a2\u30af\u30c1\u30e5\u30a8\u30fc\u30bf\u306e\u307f\u306b\u4ed8\u4e0e\u3055\u308c\u3001\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u5168\u4f53\u306b\u306f\u4ed8\u4e0e\u3055\u308c\u307e\u305b\u3093\u3002\u30ac\u30fc\u30c9\u30ec\u30fc\u30eb\u306f\u3001\u4e88\u7b97\u304a\u3088\u3073 SLO \u30dd\u30ea\u30b7\u30fc\u3068\u3057\u3066\u5b9a\u7fa9\u3057\u307e\u3059\u3002\u30b3\u30b9\u30c8\u4e0a\u9650\u3001\u6700\u5927\u30b9\u30b1\u30fc\u30eb\u30a2\u30a6\u30c8\u3001\u6700\u5c0f\u9650\u306e\u5197\u9577\u6027\u3001\u5909\u66f4\u30a6\u30a3\u30f3\u30c9\u30a6\u306a\u3069\u3067\u3059\u3002 \u76e3\u67fb\u30ed\u30b0\u306f\u3001\u3059\u3079\u3066\u306e\u63aa\u7f6e\u3092\u8a18\u9332\u3057\u307e\u3059\u3002\u6a5f\u5bc6\u6027\u306e\u9ad8\u3044\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306b\u3064\u3044\u3066\u306f\u3001\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u8981\u4ef6\u3092\u6e80\u305f\u3059\u305f\u3081\u306b\u3001\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u30a6\u30a3\u30f3\u30c9\u30a6\u3067\u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3092\u8a08\u753b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u304c\u5b66\u7fd2\u3057\u3001\u52d5\u7684\u306b\u52d5\u4f5c\u3057\u3066\u3082\u3001\u7d44\u7e54\u306f\u5236\u5fa1\u53ef\u80fd\u306a\u307e\u307e\u306b\u306a\u308a\u307e\u3059\u3002.<\/p>\n\n<h2>\u904b\u7528\u306b\u304a\u3051\u308b\u6e2c\u5b9a\u53ef\u80fd\u306a\u30e1\u30ea\u30c3\u30c8<\/h2>\n\n<p>\u6e2c\u5b9a\u30dd\u30a4\u30f3\u30c8\u304c\u305d\u306e\u6709\u7528\u6027\u3092\u6c7a\u5b9a\u3059\u308b <strong>\u76ee\u306b\u898b\u3048\u308b<\/strong>\uff1aP95\/P99\u30ec\u30a4\u30c6\u30f3\u30b7\u3001\u30a8\u30e9\u30fc\u7387\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u3042\u305f\u308a\u306e\u30b3\u30b9\u30c8\u3092\u8ffd\u8de1\u3057\u3066\u3044\u307e\u3059\u3002\u4e88\u6e2c\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3067\u306f\u3001\u30d4\u30fc\u30af\u6642\u306b\u4e88\u71b1\u3055\u308c\u305f\u30ad\u30e3\u30d1\u30b7\u30c6\u30a3\u304c\u5bfe\u5fdc\u3059\u308b\u305f\u3081\u3001\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u304c\u6e1b\u5c11\u3057\u3001\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u30d1\u30b9\u304c\u5b89\u5b9a\u3057\u307e\u3059\u3002 \u5bb9\u91cf\u3092\u6bb5\u968e\u7684\u306b\u512a\u5148\u7684\u306b\u5272\u308a\u5f53\u3066\u3001\u30d4\u30fc\u30af\u5f8c\u306b\u8fc5\u901f\u306b\u89e3\u653e\u3059\u308b\u3053\u3068\u3067\u3001\u8ca0\u8377\u304c\u3088\u308a\u5747\u4e00\u306b\u306a\u308a\u307e\u3059\u3002AI 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<strong>\u30b9\u30bf\u30f3\u30c0\u30fc\u30c9<\/strong> \u8a08\u753b\u53ef\u80fd\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u30b3\u30b9\u30c8\u3092\u5fc5\u8981\u3068\u3059\u308b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u5411\u3051\u3002\u30db\u30b9\u30c6\u30a3\u30f3\u30b0\u4e8b\u696d\u8005\u306f SLA \u3092\u78ba\u4fdd\u3057\u3001\u9867\u5ba2\u306f\u30eb\u30fc\u30eb\u3092\u7ba1\u7406\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u305b\u3093\u3002E 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