{"id":21486,"date":"2025-10-30T04:12:20","date_gmt":"2025-10-30T04:12:20","guid":{"rendered":"https:\/\/pokecon.jp\/job\/?p=21486"},"modified":"2025-10-30T04:12:20","modified_gmt":"2025-10-30T04:12:20","slug":"%e3%80%8c%e3%83%a6%e3%83%bc%e3%82%b6%e3%83%bc%e3%81%8b%e3%82%89%e3%81%ae%e3%81%aa%e3%81%9c%e3%81%8b%e2%97%8f%e2%97%8f%e3%82%92%e7%b4%90%e8%a7%a3%e3%81%8f%ef%bc%81cre%e3%81%ae%e4%b8%8d%e5%85%b7","status":"publish","type":"post","link":"https:\/\/pokecon.jp\/job\/21486\/","title":{"rendered":"\u300c\u30e6\u30fc\u30b6\u30fc\u304b\u3089\u306e&#8221;\u306a\u305c\u304b\u25cf\u25cf&#8221;\u3092\u7d10\u89e3\u304f\uff01CRE\u306e\u4e0d\u5177\u5408\u8abf\u67fb\u65e5\u8a8c\u300d| SPIDERPLUS Tech Blog &#8211; \u30b9\u30d1\u30a4\u30c0\u30fc\u30d7\u30e9\u30b9 Tech Blog"},"content":{"rendered":"\n<\/p>\n<div>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/s\/spiderplus\/20251024\/20251024143128.jpg\" width=\"1200\" height=\"630\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<p>\u306f\u3058\u3081\u307e\u3057\u3066\u3002<br \/>\n\u30b9\u30d1\u30a4\u30c0\u30fc\u30d7\u30e9\u30b9 CRE\u306e\u68ee\u5ddd\u3067\u3059\u3002<\/p>\n<p>24\u6b73\u3067IT\u696d\u754c\u306b\u5165\u308a\u3001\u51fa\u7523\u3092\u7d4c\u3066\u304b\u3089\u306f\u3001\u30b7\u30b9\u30c6\u30e0\u4fdd\u5b88\u3084\u30c6\u30af\u30cb\u30ab\u30eb\u30b5\u30dd\u30fc\u30c8\u3068\u3044\u3063\u305f\u5206\u91ce\u3067\u7d4c\u9a13\u3092\u7a4d\u3093\u3067\u304d\u307e\u3057\u305f\u3002\u305d\u3093\u306a\u79c1\u306e\u6700\u8fd1\u4e00\u756a\u306e\u96e3\u984c\u306f\u3001\u4ed5\u4e8b\u306e\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c8\u3088\u308a\u96e3\u3057\u3044\u3001\u601d\u6625\u671f\u306e\u5b50\u3069\u3082\u3068\u306e\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002<\/p>\n<p>\u3055\u3066\u3001\u79c1\u306e\u6240\u5c5e\u3059\u308bCRE\u30c1\u30fc\u30e0\u306f\u3001\u304a\u5ba2\u69d8\u304c\u76f4\u9762\u3059\u308b\u6280\u8853\u7684\u306a\u8ab2\u984c\u3092\u89e3\u6c7a\u3057\u3001\u30b5\u30fc\u30d3\u30b9\u306e\u5b89\u5b9a\u7a3c\u50cd\u3092\u652f\u3048\u308b\u30df\u30c3\u30b7\u30e7\u30f3\u3092\u5143\u306b\u65e5\u3005\u6d3b\u52d5\u3057\u3066\u3044\u307e\u3059\u3002\u30e1\u30f3\u30d0\u30fc\u304c\u305d\u308c\u305e\u308c\u7570\u306a\u308b\u5f37\u307f\u3092\u6301\u3063\u3066\u308b\u305f\u3081\u3001\u4e00\u4eba\u3067\u306f\u89e3\u6c7a\u304c\u56f0\u96e3\u306a\u554f\u984c\u3082\u3001\u30c1\u30fc\u30e0\u3068\u3057\u3066\u9023\u643a\u3059\u308b\u3053\u3068\u3067\u4e57\u308a\u8d8a\u3048\u308b\u5834\u9762\u304c\u591a\u3005\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306a\u300e\u30c1\u30fc\u30e0\u3078\u8ca2\u732e\u3059\u308b\u610f\u8b58\u300f\u304c\u305d\u306e\u5148\u306b\u3044\u308b\u304a\u5ba2\u69d8\u306e\u8ab2\u984c\u3092\u89e3\u6c7a\u3057\u305f\u3044\u3068\u3044\u3046\u3001\u81ea\u7136\u306a\u30e2\u30c1\u30d9\u30fc\u30b7\u30e7\u30f3\u306e\u6e90\u6cc9\u306b\u306a\u3063\u3066\u3044\u308b\u3068\u611f\u3058\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2 id=\"1-\u30d7\u30ed\u30ed\u30fc\u30b0\u6700\u521d\u306e\u901a\u5831\">1. \u30d7\u30ed\u30ed\u30fc\u30b0\uff1a\u6700\u521d\u306e\u901a\u5831<\/h2>\n<p>CRE\u30c1\u30fc\u30e0\u304c\u7279\u306b\u8155\u3092\u8a66\u3055\u308c\u308b\u306e\u304c\u3001\u300c\u306a\u3093\u304b\u9045\u3044\u3093\u3067\u3059\u300d\u300c\u3082\u3046\u518d\u73fe\u306f\u3057\u306a\u3044\u306e\u3067\u3059\u304c\u2026\u300d\u3068\u3044\u3063\u305f\u3001\u518d\u73fe\u6027\u306e\u4f4e\u3044\u6f20\u7136\u3068\u3057\u305f\u304a\u554f\u3044\u5408\u308f\u305b\u3067\u3059\u3002<\/p>\n<p>\u3053\u3046\u3057\u305f\u624b\u304c\u304b\u308a\u306e\u5c11\u306a\u3044\u8ab2\u984c\u306b\u5bfe\u3057\u3001\u79c1\u305f\u3061\u306f\u3069\u306e\u3088\u3046\u306b\u30b5\u30fc\u30d0\u30fc\u3068\u5411\u304d\u5408\u3044\u3001\u539f\u56e0\u3092\u7d10\u89e3\u3044\u3066\u3044\u304f\u306e\u304b\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001\u305d\u306e\u8abf\u67fb\u30d7\u30ed\u30bb\u30b9\u3092\u5177\u4f53\u7684\u306a\u30b3\u30de\u30f3\u30c9\u3068\u5171\u306b\u3054\u7d39\u4ecb\u3057\u3001\u8aad\u8005\u306e\u7686\u3055\u3093\u3068<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/%C4%C9%C2%CE%B8%B3\">\u8ffd\u4f53\u9a13<\/a>\u3057\u3066\u3044\u304d\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<h2 id=\"2-\u8abf\u67fb\u7de8Linux\u30b3\u30de\u30f3\u30c9\u3067\u30b5\u30fc\u30d0\u30fc\u3068\u5bfe\u8a71\u3059\u308b\">2. \u8abf\u67fb\u7de8\uff1a<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/Linux\">Linux<\/a>\u30b3\u30de\u30f3\u30c9\u3067\u30b5\u30fc\u30d0\u30fc\u3068\u5bfe\u8a71\u3059\u308b<\/h2>\n<p>\u3042\u308b\u65e5\u3001\u304a\u5ba2\u69d8\u304b\u3089\u4e0b\u8a18\u306e\u3088\u3046\u306a\u81f3\u6025\u5bfe\u5fdc\u306e\u304a\u554f\u5408\u305b\u304c\u5165\u308a\u307e\u3057\u305f\u3002<\/p>\n<ul>\n<li>2025\/01\/01\u306e13\u664240\u5206\u9803\u306b\u3001\u7279\u5b9a\u306e\u30b5\u30fc\u30d0\u30fc\u3067\u30ed\u30b0\u30a4\u30f3\u5f8c\u3001\u73fe\u5834\u306e\u5168\u54e1\u304c\u753b\u9762\u3092\u958b\u3051\u306a\u304b\u3063\u305f\u3002(\u767a\u751f\u65e5\u6642\u306f\u4eee\u3067\u3059)<\/li>\n<li>\u5f53\u6642\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u3067\u3082\u518d\u73fe\u3057\u3001\u300c\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u5909\u66f4\u304c\u691c\u51fa\u3055\u308c\u307e\u3057\u305f\uff08\u66d6\u6627\uff09\u300d\u3088\u3046\u306a\u30e1\u30c3\u30bb\u30fc\u30b8\u304c\u51fa\u3066\u3044\u305f\u3002<\/li>\n<li>2\u5206\u5f8c\u306b\u306f\u89e3\u6d88\u3055\u308c\u3066\u3001\u4ee5\u964d\u518d\u73fe\u3057\u3066\u3044\u306a\u3044\u3002<\/li>\n<\/ul>\n<p>\u30a8\u30e9\u30fc\u30e1\u30c3\u30bb\u30fc\u30b8\u306e\u60c5\u5831\u304c\u3042\u308b\u3060\u3051\u826f\u3044\u65b9\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u3055\u3063\u305d\u304f\u8abf\u67fb\u306b\u5165\u308a\u307e\u3059\u3002<\/p>\n<h3 id=\"\u30b9\u30c6\u30c3\u30d71\u72b6\u6cc1\u628a\u63e1\u3068\u30ed\u30b0\u306e\u521d\u671f\u8abf\u67fb\">\u30b9\u30c6\u30c3\u30d71\uff1a\u72b6\u6cc1\u628a\u63e1\u3068\u30ed\u30b0\u306e\u521d\u671f\u8abf\u67fb<\/h3>\n<ul>\n<li>\u30b5\u30fc\u30d3\u30b9\u5168\u4f53\u3067\u540c\u69d8\u306e\u4e8b\u8c61\u3084\u985e\u4f3c\u306e\u554f\u3044\u5408\u308f\u305b\u304c\u767a\u751f\u3057\u3066\u3044\u308b\u304b\uff1f\u3000\u2192\u3000NO\u3000<\/li>\n<li>\u793e\u5185\u3067\u4e8b\u8c61\u767a\u751f\u524d\u5f8c\u306b\u30b5\u30fc\u30d0\u30fc\u8a2d\u5b9a\u5909\u66f4\u3084\u30ea\u30ea\u30fc\u30b9\u3092\u884c\u3063\u305f\u304b\uff1f\u3000\u2192\u3000NO<\/li>\n<li>\u30b5\u30fc\u30d0\u30fc\u30ed\u30b0\u3067\u8a72\u5f53\u6642\u9593\u306b\u30a8\u30e9\u30fc\u306f\u51fa\u3066\u3044\u308b\u304b\uff1f\u3000\u2192\u3000YES\uff08\u7533\u544a\u5185\u5bb9\u3068\u4e00\u81f4\uff09<\/li>\n<\/ul>\n<pre class=\"code\" data-lang=\"\" data-unlink=\"\">grep -E '2025-01-01 13:4.*\u30cd\u30c3\u30c8\u30ef\u30fc\u30af' [ERROR_LOG_FILENAME]  | less\n\n{\n    \"datetime\": \"2025-01-01 13:40:56.034607+0900\",\n    \"level\": \"INFO\",\n    \"subdomain\": \"[SUBDOMAIN]\",\n    \"message\": \"\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3057\u307e\u3057\u305f\u3002\",\n    \"context\": {\n        \"ticket_id\": \"[TICKET_ID]\",\n        \"index\": 2,\n        \"progress_rate\": 83.3\n    },\n    \"extra\": {\n        \"user_id\": \"\",\n        \"access_id\": \"[ACCESS_ID]\",\n        \"process_id\": 2973,\n        \"file\": \"[FILE_PATH]\/[FILE_NAME].php\",\n        \"line\": 399,\n        \"class\": \"[CLASS_NAME]\",\n        \"function\": \"[FUNCTION_NAME]\"\n    }\n}\n<\/pre>\n<ul>\n<li>syslog\u3067<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/Apache\">Apache<\/a>\u304c\u518d\u8d77\u52d5\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d<\/li>\n<\/ul>\n<pre class=\"code\" data-lang=\"\" data-unlink=\"\">grep 'Apache' syslog* | less\n\nJan 01 13:40:54 [VM_HOSTNAME] systemd[1]: Stopping LSB: Apache2 web server...\nJan 01 13:40:55 [VM_HOSTNAME] apache2[8001]: Stopping web server: apache2.\nJan 01 13:40:55 [VM_HOSTNAME] systemd[1]: Starting LSB: Apache2 web server...\nJan 01 13:40:56 [VM_HOSTNAME] apache2[8219]: Starting web server: apache2[Sun Jan 01 13:40:56.075203 2025] [so:warn] [pid 8242] AH01574: module rewrite_module is already loaded, skipping\nJan 01 13:40:56 [VM_HOSTNAME] apache2[8219]: [Sun Jan 01 13:40:56.075549 2025] [so:warn] [pid 8242] AH01574: module headers_module is already loaded, skipping\nJan 01 13:40:56 [VM_HOSTNAME] apache2[8219]: AH00558: apache2: Could not reliably determine the server's fully qualified domain name, using [IP_ADDRESS]. Set the 'ServerName' directive globally to suppress this message\nJan 01 13:40:57 [VM_HOSTNAME] apache2[8219]: .\nJan 01 13:40:57 [VM_HOSTNAME] systemd[1]: Started LSB: Apache2 web server.<\/pre>\n<p>\u3053\u308c\u307e\u3067\u78ba\u8a8d\u3067\u304d\u305f\u72b6\u6cc1\u306f\u4e0b\u8a18\u3067\u3059\u3002<\/p>\n<ul>\n<li>\u7279\u5b9a\u30b5\u30fc\u30d0\u30fc\u306e\u307f\u3067\u4e00\u6642\u7684\u306b\u767a\u751f\u3057\u305f\u4e8b\u8c61\u3067\u3042\u308b<\/li>\n<li>\u793e\u5185\u3067\u306f\u30ea\u30ea\u30fc\u30b9\u3084\u30b5\u30fc\u30d0\u30fc\u8a2d\u5b9a\u5909\u66f4\u306a\u3069\u304c\u884c\u308f\u308c\u305f\u544a\u77e5\u306f\u306a\u3044<\/li>\n<li>\u4e8b\u8c61\u304c\u767a\u751f\u3057\u3066\u3044\u305f\u6570\u5206\u9593\u3067<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/Apache\">Apache<\/a>\u304c\u518d\u8d77\u52d5\u3057\u305f<\/li>\n<li>\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3057\u3066\u3044\u308b<\/li>\n<\/ul>\n<h3 id=\"\u30b9\u30c6\u30c3\u30d72\u30ea\u30bd\u30fc\u30b9\u72b6\u6cc1\u306e\u78ba\u8a8d\u3068\u4eee\u8aac\u7acb\u3066\">\u30b9\u30c6\u30c3\u30d72\uff1a\u30ea\u30bd\u30fc\u30b9\u72b6\u6cc1\u306e\u78ba\u8a8d\u3068\u4eee\u8aac\u7acb\u3066<\/h3>\n<p>sar\u30b3\u30de\u30f3\u30c9\u3067\u3001\u30b5\u30fc\u30d0\u30fc\u306e\u30ea\u30bd\u30fc\u30b9\u72b6\u6cc1\u3092\u78ba\u8a8d\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<p>CPU\u4f7f\u7528\u7387\u3092\u898b\u308b\u3068\u3001\u304a\u5ba2\u69d8\u304b\u3089\u7533\u544a\u306e\u3042\u3063\u305f13:40\u9803\u307e\u3067\u306f%user\u304c10\u301c30%\u53f0\u3067\u63a8\u79fb\u3057\u3066\u304a\u308a\u3001\u7279\u306b\u7570\u5e38\u306f\u898b\u3089\u308c\u307e\u305b\u3093\u3002\u3057\u304b\u3057\u300113:42\u304b\u3089CPU\u4f7f\u7528\u7387\u304c55%\u307e\u3067\u6025\u4e0a\u6607\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306f\u300113:40\u306e<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/Apache\">Apache<\/a>\u518d\u8d77\u52d5\u5f8c\u3001\u6e9c\u307e\u3063\u3066\u3044\u305f\u30ea\u30af<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/%A5%A8%A5%B9\">\u30a8\u30b9<\/a>\u30c8\u3092\u51e6\u7406\u3059\u308b\u305f\u3081\u306b\u4e00\u6642\u7684\u306b\u8ca0\u8377\u304c\u4e0a\u304c\u3063\u305f\u3082\u306e\u3068\u63a8\u6e2c\u3067\u304d\u3001\u969c\u5bb3\u306e\u76f4\u63a5\u539f\u56e0\u3067\u306f\u306a\u3055\u305d\u3046\u3067\u3059\u3002<\/p>\n<pre class=\"code\" data-lang=\"\" data-unlink=\"\"># CPU\/\u8ca0\u8377\nsar -u -f [LOG_FILE_PATH]\/saDD -s \"13:00:00\" -e \"14:00:00\"\n\n13\u664200\u520601\u79d2     CPU     %user     %nice   %system   %iowait    %steal     %idle\n13\u664201\u520601\u79d2     all      9.99      0.00      3.60      3.39      0.00     83.02\n13\u664202\u520601\u79d2     all      6.04      0.00      2.71      0.89      0.00     90.36\n13\u664203\u520601\u79d2     all     10.34      0.00      3.89      1.55      0.00     84.22\n13\u664204\u520601\u79d2     all     11.02      0.00      3.87      0.74      0.00     84.37\n13\u664205\u520601\u79d2     all      7.56      0.00      3.38      0.94      0.00     88.13\n13\u664206\u520601\u79d2     all      5.38      0.00      2.93      1.60      0.00     90.09\n13\u664207\u520601\u79d2     all      5.15      0.00      2.88      0.68      0.00     91.29\n13\u664208\u520601\u79d2     all      6.94      0.00      3.06      0.27      0.00     89.73\n13\u664209\u520601\u79d2     all     12.44      0.00      3.64      0.27      0.00     83.65\n13\u664210\u520601\u79d2     all     10.58      0.00      4.17      0.56      0.00     84.69\n13\u664211\u520601\u79d2     all      7.59      0.00      3.51      0.99      0.00     87.91\n13\u664212\u520601\u79d2     all     10.52      0.00      3.51      0.71      0.00     85.27\n13\u664213\u520601\u79d2     all      8.24      0.00      3.29      0.34      0.00     88.13\n13\u664214\u520601\u79d2     all      9.16      0.00      3.36      1.39      0.00     86.10\n13\u664215\u520601\u79d2     all     14.17      0.00      3.87      0.79      0.00     81.17\n13\u664216\u520601\u79d2     all     13.96      0.00      3.63      0.96      0.00     81.45\n13\u664217\u520601\u79d2     all     13.26      0.00      3.37      0.73      0.00     82.63\n13\u664218\u520601\u79d2     all     16.25      0.00      3.62      0.93      0.00     79.20\n13\u664219\u520601\u79d2     all     11.16      0.00      3.65      0.95      0.00     84.24\n13\u664220\u520601\u79d2     all     17.70      0.00      4.18      0.81      0.00     77.31\n13\u664221\u520601\u79d2     all     23.74      0.00      4.71      0.37      0.00     71.18\n13\u664222\u520601\u79d2     all     31.46      0.00      5.80      2.54      0.00     60.20\n13\u664223\u520601\u79d2     all     33.03      0.00      5.43      0.77      0.00     60.77\n13\u664224\u520601\u79d2     all     21.80      0.00      4.77      0.87      0.00     72.56\n13\u664225\u520601\u79d2     all     19.83      0.00      3.90      0.36      0.00     75.91\n13\u664226\u520601\u79d2     all     22.30      0.00      4.34      0.55      0.00     72.81\n13\u664227\u520601\u79d2     all     17.77      0.00      5.39      1.45      0.00     75.40\n13\u664228\u520601\u79d2     all     11.03      0.00      4.20      0.52      0.00     84.24\n13\u664229\u520601\u79d2     all      9.01      0.00      2.85      0.17      0.00     87.97\n13\u664230\u520601\u79d2     all     18.66      0.00      3.80      0.23      0.00     77.31\n13\u664231\u520601\u79d2     all     15.71      0.00      3.80      0.20      0.00     80.29\n13\u664232\u520601\u79d2     all     15.37      0.00      4.08      0.22      0.00     80.33\n13\u664233\u520601\u79d2     all     11.78      0.00      3.79      0.76      0.00     83.67\n13\u664234\u520601\u79d2     all     12.77      0.00      3.39      0.22      0.00     83.63\n13\u664235\u520601\u79d2     all      7.12      0.00      3.01      0.20      0.00     89.67\n13\u664236\u520601\u79d2     all     13.67      0.00      3.70      0.41      0.00     82.23\n13\u664237\u520601\u79d2     all     13.39      0.00      3.67      0.37      0.00     82.56\n13\u664238\u520601\u79d2     all     10.40      0.00      3.71      0.48      0.00     85.41\n13\u664239\u520601\u79d2     all     11.79      0.00      3.59      0.20      0.00     84.43\n13\u664240\u520601\u79d2     all     11.56      0.00      4.28      0.44      0.00     83.72\n13\u664241\u520601\u79d2     all     12.76      0.00      3.79      0.59      0.00     82.86\n13\u664242\u520601\u79d2     all     55.05      0.00      7.89      1.67      0.00     35.40\n13\u664243\u520601\u79d2     all     49.89      0.00      7.11      1.10      0.00     41.89\n13\u664244\u520601\u79d2     all     45.31      0.00      6.27      0.92      0.00     47.50\n13\u664245\u520601\u79d2     all     40.59      0.00      6.29      0.94      0.00     52.18\n13\u664246\u520601\u79d2     all     28.03      0.00      4.40      0.76      0.00     66.81\n13\u664247\u520601\u79d2     all     34.08      0.00      5.12      0.52      0.00     60.28\n13\u664248\u520601\u79d2     all     27.49      0.00      4.29      0.49      0.00     67.73\n13\u664249\u520601\u79d2     all     26.84      0.00      4.85      0.93      0.00     67.38\n13\u664250\u520601\u79d2     all     11.01      0.00      3.56      1.37      0.00     84.07\n13\u664251\u520601\u79d2     all      9.79      0.00      4.13      0.89      0.00     85.19\n13\u664252\u520601\u79d2     all      9.44      0.00      3.55      0.43      0.00     86.57\n13\u664253\u520601\u79d2     all     13.42      0.00      4.06      0.44      0.00     82.09\n13\u664254\u520601\u79d2     all      9.08      0.00      3.52      0.15      0.00     87.26\n13\u664255\u520601\u79d2     all      9.31      0.00      3.91      0.86      0.00     85.91\n13\u664256\u520601\u79d2     all      8.92      0.00      3.96      0.34      0.00     86.78\n13\u664257\u520601\u79d2     all     10.10      0.00      3.67      0.51      0.00     85.72\n13\u664258\u520601\u79d2     all     11.41      0.00      4.12      1.18      0.00     83.29\n13\u664259\u520601\u79d2     all     20.26      0.00      4.28      0.23      0.00     75.24\n\u5e73\u5747\u5024:      all     16.48      0.00      4.09      0.76      0.00     78.67<\/pre>\n<p>\u6b21\u306b\u30e1\u30e2\u30ea\u4f7f\u7528\u7387\uff08-r\uff09\u3092\u898b\u308b\u3068\u3001%memused\u304c\u5e38\u306b95%\u524d\u5f8c\u3068\u9ad8\u304f\u898b\u3048\u307e\u3059\u304c\u3001\u3053\u308c\u306f<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/Linux\">Linux<\/a>\u304c\u7a4d\u6975\u7684\u306b\u30e1\u30e2\u30ea\u3092\u30ad\u30e3\u30c3\u30b7\u30e5\uff08kbcached\uff09\u3068\u3057\u3066\u5229\u7528\u3057\u3066\u3044\u308b\u305f\u3081\u3067\u3059\u3002\u7a7a\u304d\u30e1\u30e2\u30ea\uff08kbmemfree\uff09\u304c\u6975\u7aef\u306b\u5c11\u306a\u3044\u308f\u3051\u3067\u306f\u306a\u304f\u3001<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/%A5%B9%A5%EF%A5%C3%A5%D7\">\u30b9\u30ef\u30c3\u30d7<\/a>\u3082\u767a\u751f\u3057\u3066\u3044\u306a\u3044\u305f\u3081\u3001\u30e1\u30e2\u30ea\u304c\u903c\u8feb\u3057\u3066\u3044\u305f\u3068\u306f\u8003\u3048\u306b\u304f\u3044\u72b6\u6cc1\u3067\u3059\u3002<\/p>\n<pre class=\"code\" data-lang=\"\" data-unlink=\"\"># \u30e1\u30e2\u30ea\/\u30b9\u30ef\u30c3\u30d7\/\u30da\u30fc\u30b8\u30f3\u30b0\nsar -r -f  [LOG_FILE_PATH]\/saDD -s \"13:00:00\" -e \"14:00:00\"\n\n13\u664200\u520601\u79d2 kbmemfree kbmemused  %memused kbbuffers  kbcached  kbcommit   %commit  kbactive   kbinact   kbdirty\n13\u664201\u520601\u79d2   1431056  31587564     95.67    160576  18137192   7636180     21.84  11283852   8045580       292\n13\u664202\u520601\u79d2   1355940  31662680     95.89    160720  18163732   7732456     22.11  11319692   8061348       788\n13\u664203\u520601\u79d2   1069832  31948788     96.76    160864  18258808   7916424     22.64  11475128   8149772       576\n13\u664204\u520601\u79d2    997972  32020648     96.98    161020  18304260   7865520     22.49  11533064   8138148       452\n13\u664205\u520601\u79d2    739612  32279008     97.76    161156  18420120   8166364     23.35  11653076   8231452      1484\n13\u664206\u520601\u79d2    921432  32097188     97.21    161280  18342756   7873980     22.52  11567276   8145852       392\n13\u664207\u520601\u79d2   1031572  31987048     96.88    161380  18374860   7548000     21.58  11425768   8162912       200\n13\u664208\u520601\u79d2    952340  32066280     97.12    161536  18406152   7579896     21.67  11445428   8188376       324\n13\u664209\u520601\u79d2    329288  32689332     99.00    160560  17541676   9463668     27.06  13058876   7320332       568\n13\u664210\u520601\u79d2   2051588  30967032     93.79    160824  17389864   7825024     22.38  11538432   7142860      1256\n13\u664211\u520601\u79d2   1805916  31212704     94.53    160968  17485456   8049836     23.02  11707180   7173032      1364\n13\u664212\u520601\u79d2   1677532  31341088     94.92    161124  17610528   7973128     22.80  11813772   7172780       436\n13\u664213\u520601\u79d2   1628740  31389880     95.07    161288  17656612   7957700     22.75  11973208   7037580       648\n13\u664214\u520601\u79d2   1524616  31494004     95.38    161412  17653488   7971640     22.79  12180256   6893332       392\n13\u664215\u520601\u79d2   1285080  31733540     96.11    161560  17753712   8306224     23.75  12417720   6851648       536\n13\u664216\u520601\u79d2   1166112  31852508     96.47    161728  17861440   8184680     23.40  12421956   6946000      1756\n13\u664217\u520601\u79d2   1144808  31873812     96.53    161880  17865360   7919956     22.65  12420984   6944692      1216\n13\u664218\u520601\u79d2   1218172  31800448     96.31    162068  17956568   7687172     21.98  12268868   7000748       112\n13\u664219\u520601\u79d2    969680  32048940     97.06    162224  18033280   8067340     23.07  12408764   7057096       824\n13\u664220\u520601\u79d2   1000480  32018140     96.97    160652  17866244   8335588     23.84  12603244   6874416      9596\n13\u664221\u520601\u79d2   1042388  31976232     96.84    159336  17833016   8423376     24.09  12585432   6838724      3376\n13\u664222\u520601\u79d2   1036500  31982120     96.86    155488  17821164   8377824     23.96  12580284   6894516      1968\n13\u664223\u520601\u79d2   1003200  32015420     96.96    153592  17833124   8649380     24.73  12660892   6868856      1720\n13\u664224\u520601\u79d2   1166100  31852520     96.47    151680  17756812   8442960     24.14  12616860   6829500       728\n13\u664225\u520601\u79d2   1218492  31800128     96.31    151836  17844472   8316964     23.78  12464256   6896988      1012\n13\u664226\u520601\u79d2    947504  32071116     97.13    152004  17969480   8623384     24.66  12648408   6991448      4204\n13\u664227\u520601\u79d2   1325332  31693288     95.99    150092  18011076   8627884     24.67  12658344   6994720      1044\n13\u664228\u520601\u79d2   1496044  31522576     95.47    150236  18105860   8666052     24.78  12743524   7047208       564\n13\u664229\u520601\u79d2   1431636  31586984     95.66    150396  18140460   8838268     25.27  12798324   7075648       276\n13\u664230\u520601\u79d2   1320076  31698544     96.00    150300  18153236   9160388     26.19  12941568   7052516      2380\n13\u664231\u520601\u79d2   1018620  32000000     96.92    150480  18212804   9452868     27.03  13185180   7099936       428\n13\u664232\u520601\u79d2   1135288  31883332     96.56    150696  18274700   9507896     27.19  13089640   7134092       452\n13\u664233\u520601\u79d2   1954332  31064288     94.08    150848  17613756   9575488     27.38  12875880   6780284       576\n13\u664234\u520601\u79d2   1805148  31213472     94.53    151032  17671136   9718436     27.79  12958996   6815456       828\n13\u664235\u520601\u79d2   1786012  31232608     94.59    151180  17701128   9575256     27.38  12920492   6843008      1392\n13\u664236\u520601\u79d2   1706264  31312356     94.83    151396  17727160   9649272     27.59  12959620   6853420      3248\n13\u664237\u520601\u79d2   1642792  31375828     95.02    151572  17749988   9620976     27.51  12977504   6866620       528\n13\u664238\u520601\u79d2   1531584  31487036     95.36    151764  17771136   9857340     28.19  13057888   6874544       280\n13\u664239\u520601\u79d2   1966244  31052376     94.05    151712  17402756   9954056     28.46  12904340   6697436       292\n13\u664240\u520601\u79d2   1859200  31159420     94.37    152104  17444360  10032084     28.69  12952848   6720836      1616\n13\u664241\u520601\u79d2   2530204  30488416     92.34    154396  17442980   7953388     22.74  12278520   6753324      4280\n13\u664242\u520601\u79d2   2255808  30762812     93.17    154552  17699116   8496732     24.30  12273280   6932528      7628\n13\u664243\u520601\u79d2   2164728  30853892     93.44    154796  16397360  10210752     29.20  13422656   6260820      1704\n13\u664244\u520601\u79d2   3108524  29910096     90.59    154976  16277428   9524864     27.24  12608620   6181632      8008\n13\u664245\u520601\u79d2   3568892  29449728     89.19    155164  16547836   8540308     24.42  11973992   6317724      6672\n13\u664246\u520601\u79d2   1536208  31482412     95.35    155556  16507420  10545848     30.16  13949952   6343948       524\n13\u664247\u520601\u79d2   3308668  29709952     89.98    155752  16630860   8610304     24.62  12064472   6428360      1440\n13\u664248\u520601\u79d2   3223436  29795184     90.24    155900  16736768   8745672     25.01  12057980   6494452      2064\n13\u664249\u520601\u79d2   3442860  29575760     89.57    156056  16744128   8261200     23.62  11773376   6503824       384\n13\u664250\u520601\u79d2   3099288  29919332     90.61    156204  17123444   8045384     23.01  12276868   6306784      1484\n13\u664251\u520601\u79d2   3804912  29213708     88.48    156364  16405368   8093024     23.14  11572156   6286968       352\n13\u664252\u520601\u79d2   3690424  29328196     88.82    156500  16446536   8136216     23.27  11612512   6318120       432\n13\u664253\u520601\u79d2   3264040  29754580     90.11    156692  16481912   8502328     24.31  11975736   6334704      2028\n13\u664254\u520601\u79d2   3390360  29628260     89.73    156848  16506012   8400704     24.02  11808796   6350316      1092\n13\u664255\u520601\u79d2   3252304  29766316     90.15    157000  16593168   8431816     24.11  11829088   6428260      1864\n13\u664256\u520601\u79d2   3101792  29916828     90.61    157164  16674572   8452228     24.17  11901340   6470356       812\n13\u664257\u520601\u79d2   2959924  30058696     91.04    157344  16737692   8508872     24.33  11945616   6523816      1556\n13\u664258\u520601\u79d2   2776752  30241868     91.59    157476  16812064   8640376     24.71  12038504   6566388       356\n13\u664259\u520601\u79d2   2550676  30467944     92.28    157676  16873500   8833172     25.26  12189312   6601008      4368\n\u5e73\u5747\u5024:    1859734  31158886     94.37    156423  17521320   8611256     24.62  12316095   6951136      1647<\/pre>\n<p>\u3053\u306e\u7d50\u679c\u304b\u3089\u3001\u300c\u30b5\u30fc\u30d0\u30fc\u30ea\u30bd\u30fc\u30b9\u67af\u6e07\u304c\u539f\u56e0\u3067\u306f\u306a\u3055\u305d\u3046\u3060\u3002<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/Apache\">Apache<\/a>\u518d\u8d77\u52d5\u304c\u602a\u3057\u3044\u300d\u3068\u3044\u3046\u4eee\u8aac\u3092\u7acb\u3066\u3001<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/Apache\">Apache<\/a>\u518d\u8d77\u52d5\u306e\u7d4c\u7def\u3092\u78ba\u8a8d\u3059\u308b\u305f\u3081\u30a4\u30f3\u30d5\u30e9\u904b\u7528\u30c1\u30fc\u30e0\u306b\u9023\u643a\u3057\u307e\u3057\u305f\u3002<\/p>\n<h3 id=\"\u30b9\u30c6\u30c3\u30d73\u767a\u751f\u7d4c\u7def\u306e\u89e3\u660e\u3068\u6839\u672c\u539f\u56e0\u306e\u8ffd\u6c42\">\u30b9\u30c6\u30c3\u30d73\uff1a\u767a\u751f\u7d4c\u7def\u306e\u89e3\u660e\u3068\u6839\u672c\u539f\u56e0\u306e\u8ffd\u6c42<\/h3>\n<h4 id=\"3-1-\u95a2\u4fc2\u90e8\u7f72\u3068\u306e\u9023\u643a\u3067\u4e8b\u5b9f\u78ba\u8a8d\">3-1. \u95a2\u4fc2\u90e8\u7f72\u3068\u306e\u9023\u643a\u3067\u4e8b\u5b9f\u78ba\u8a8d<\/h4>\n<p>\u30a4\u30f3\u30d5\u30e9\u904b\u7528\u30c1\u30fc\u30e0\u304b\u3089\u3001\u30b5\u30fc\u30d0\u30fc\u904b\u7528\u696d\u8005\u306b\u518d\u8d77\u52d5\u306e\u6709\u7121\u3092\u78ba\u8a8d\u4f9d\u983c\u3057\u3001\u4e0b\u8a18\u306e\u7d4c\u7def\u304c\u5224\u660e\u3057\u307e\u3057\u305f\u3002<\/p>\n<ul>\n<li>2025\/01\/01 13:30: \u8a72\u5f53\u30b5\u30fc\u30d0\u30fc\u306e\u30dd\u30fc\u30c8\u76e3\u8996\u304cDown\u3092\u691c\u77e5<\/li>\n<li>2025\/01\/01 13:40: <a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/Apache\">Apache<\/a>\u304c\u5fdc\u7b54\u3057\u306a\u3044\u305f\u3081\u3001\u4e00\u6b21\u5bfe\u5fdc\u3068\u3057\u3066\u624b\u52d5\u3067\u518d\u8d77\u52d5\u3092\u5b9f\u65bd<\/li>\n<\/ul>\n<h4 id=\"3-2-\u6839\u672c\u539f\u56e0\u306e\u6df1\u6398\u308a\">3-2. \u6839\u672c\u539f\u56e0\u306e\u6df1\u6398\u308a<\/h4>\n<p>\u3067\u306f\u3001\u306a\u305c<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/Apache\">Apache<\/a>\u306f\u5fdc\u7b54\u3057\u306a\u304b\u3063\u305f\u306e\u304b\uff1f<\/p>\n<p>\u3053\u3053\u304b\u3089\u304c\u8abf\u67fb\u306e\u6b63\u5ff5\u5834\u3067\u3059\u3002\u307e\u305a\u306f\u5b9a\u77f3\u901a\u308a\u3001<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/Apache\">Apache<\/a>\u306e\u30a8\u30e9\u30fc\u30ed\u30b0\u304b\u3089\u30d5\u30ea\u30fc\u30ba\u76f4\u524d\u306e\u6642\u9593\u5e2f\uff0813:30\u301c13:40\uff09\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"code\" data-lang=\"\" data-unlink=\"\">grep -E '2025-01-01 13:3' [ERROR_LOG_FILENAME] | less<\/pre>\n<p>\u3057\u304b\u3057\u3001\u30ed\u30b0\u306b\u306f\u6709\u529b\u306a\u624b\u304c\u304b\u308a\u306f\u6b8b\u3063\u3066\u3044\u307e\u305b\u3093\u3067\u3057\u305f\u3002\u8abf\u67fb\u306f\u632f\u308a\u51fa\u3057\u304b\u2026\u3068\u8ae6\u3081\u304b\u3051\u305f\u305d\u306e\u6642\u3001\u3082\u3046\u4e00\u5ea6sar\u306e\u30c7\u30fc\u30bf\u306b\u9055\u548c\u611f\u304c\u306a\u3044\u304b\u898b\u76f4\u3059\u3053\u3068\u306b\u3057\u307e\u3057\u305f\u3002<br \/>\n\u3059\u308b\u3068\u3001\u30e1\u30e2\u30ea\u4f7f\u7528\u7387\uff08%memused\uff09\u306b\u306f\u73fe\u308c\u306a\u3044\u3001\u3042\u308b\u5146\u5019\u3092\u898b\u3064\u3051\u307e\u3057\u305f\u3002\u305d\u308c\u304ckbcommit\uff08\u30b3\u30df\u30c3\u30c8\u30c1\u30e3\u30fc\u30b8\uff09\u306e\u6025\u4e0a\u6607\u3067\u3059\u3002<\/p>\n<p>\u25bcsar -r\u306e\u518d\u691c\u8a3c<\/p>\n<pre class=\"code\" data-lang=\"\" data-unlink=\"\"># \u629c\u7c8b\uff1asar -r \u306e kbcommit \u306e\u5909\u5316\n13\u664230\u520601\u79d2 ... kbcommit  9160388 ...\n13\u664231\u520601\u79d2 ... kbcommit  9452868 ...\n...\n13\u664239\u520601\u79d2 ... kbcommit  9954056 ...\n13\u664240\u520601\u79d2 ... kbcommit 10032084 ...<\/pre>\n<p>\u3053\u306e\u3088\u3046\u306b\u3001\u969c\u5bb3\u767a\u751f\u76f4\u524d\u306e10\u5206\u9593\u3067kbcommit\u304c\u4e00\u8cab\u3057\u3066\u4e0a\u6607\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u5206\u304b\u308a\u307e\u3059\u3002<\/p>\n<p>kbcommit\u306e\u4e0a\u6607\u306f\u300c\u7269\u7406\u30e1\u30e2\u30ea\u306f\u307e\u3060\u7a7a\u3044\u3066\u3044\u308b\u3088\u3046\u306b\u898b\u3048\u3066\u3082\u3001OS\u5185\u90e8\u3067\u306f\u300e\u5c06\u6765\u4f7f\u3046\u4e88\u5b9a\u306e\u30e1\u30e2\u30ea\u300f\u306e\u4e88\u7d04\u91cf\u304c\u3069\u3093\u3069\u3093\u5897\u3048\u3001\u30e1\u30e2\u30ea\u7a7a\u9593\u5168\u4f53\u304c\u5371\u967a\u6c34\u57df\u306b\u8fd1\u3065\u3044\u3066\u3044\u305f\u300d\u3053\u3068\u3092\u793a\u5506\u3057\u3066\u3044\u307e\u3059\u3002\u30ec\u30b9\u30c8\u30e9\u30f3\u3067\u8a00\u3048\u3070\u3001\u307e\u3060\u5e2d\u306f\u7a7a\u3044\u3066\u3044\u308b\u306e\u306b\u300e\u4e88\u7d04\u5e2d\u300f\u306e\u672d\u304c\u3069\u3093\u3069\u3093\u7f6e\u304b\u308c\u3066\u3044\u304d\u3001\u65b0\u3057\u3044\u304a\u5ba2\u3055\u3093\u3092\u6848\u5185\u3067\u304d\u306a\u304f\u306a\u308b\u72b6\u6cc1\u306b\u4f3c\u3066\u3044\u307e\u3059\u3002 \u3053\u306e\u30e1\u30e2\u30ea\u30d7\u30ec\u30c3\u30b7\u30e3\u30fc\u304c\u3001<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/Apache\">Apache<\/a>\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u4e0d\u5b89\u5b9a\u306b\u3057\u3001\u4e00\u6642\u7684\u306b\u5fdc\u7b54<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/%C9%D4%C7%BD\">\u4e0d\u80fd<\/a>\uff08\u30d5\u30ea\u30fc\u30ba\uff09\u72b6\u614b\u3092\u5f15\u304d\u8d77\u3053\u3057\u305f\u53ef\u80fd\u6027\u304c\u975e\u5e38\u306b\u9ad8\u3044\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u3067\u306f\u3001\u4f55\u304c\u3053\u306e\u77ed\u6642\u9593\u3067\u30e1\u30e2\u30ea\u4e88\u7d04\uff08kbcommit\uff09\u3092\u6025\u5897\u3055\u305b\u305f\u306e\u3067\u3057\u3087\u3046\u304b\uff1f<br \/>\n\u79c1\u305f\u3061\u306f\u6b21\u306b\u3001\u3053\u306e\u6642\u9593\u5e2f\u306b\u5b9f\u884c\u3055\u308c\u3066\u3044\u305f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u51e6\u7406\u5185\u5bb9\u306b\u6ce8\u76ee\u3057\u307e\u3057\u305f\u3002\u8abf\u67fb\u306e\u7d50\u679c\u3001<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/Apache\">Apache<\/a>\u518d\u8d77\u52d5\u306e\u76f4\u524d\u3001\u307e\u3055\u306b <code>kbcommit<\/code> \u304c\u4e0a\u6607\u3057\u3066\u3044\u305f\u6642\u9593\u5e2f\u306b\u3001\u7279\u5b9a\u306e\u304a\u5ba2\u69d8\u304c\u300c\u30da\u30fc\u30b8\u6570\u304c100\u679a\u3092\u8d85\u3048\u308b\u8d85\u9ad8\u753b\u8cea\u306e\u56f3\u9762\u767b\u9332\u51e6\u7406\u300d\u3092\u884c\u3063\u3066\u3044\u305f\u3053\u3068\u304c<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/%A5%A2%A5%AF%A5%BB%A5%B9%A5%ED%A5%B0\">\u30a2\u30af\u30bb\u30b9\u30ed\u30b0<\/a>\u306a\u3069\u304b\u3089\u5224\u660e\u3057\u307e\u3057\u305f\u3002<br \/>\n\u3053\u306e\u51e6\u7406\u306f\u3001\u753b\u50cf\u306e\u51e6\u7406\u3084\u30c7\u30fc\u30bf\u767b\u9332\u306e\u305f\u3081\u306b\u4e00\u6642\u7684\u306b\u5927\u91cf\u306e\u30e1\u30e2\u30ea\u3092\u78ba\u4fdd\uff08\u4e88\u7d04\uff09\u3059\u308b\u7279\u6027\u304c\u3042\u308a\u3001\u4eca\u56de\u306e <code>kbcommit<\/code> \u4e0a\u6607\u306e\u76f4\u63a5\u7684\u306a\u539f\u56e0\u3067\u3042\u308b\u3068\u7279\u5b9a\u3057\u307e\u3057\u305f\u3002<\/p>\n<h2 id=\"3-\u89e3\u6c7a\u7de8CRE\u306e\u771f\u4fa1\">3. \u89e3\u6c7a\u7de8\uff1aCRE\u306e\u771f\u4fa1<\/h2>\n<p>\u4eca\u56de\u306e\u8abf\u67fb\u306b\u3088\u308a\u3001\u300c\u304a\u5ba2\u69d8\u304b\u3089\u306e\u300e\u753b\u9762\u304c\u958b\u3051\u306a\u3044\u300f\u3068\u3044\u3046\u7533\u544a\u306f\u3001\u7279\u5b9a\u306e\u91cd\u3044\u51e6\u7406\uff08\u8d85\u9ad8\u753b\u8cea\u306e\u56f3\u9762\u767b\u9332\uff09\u304c\u5b9f\u884c\u3055\u308c\u305f\u3053\u3068\u3067\u30b5\u30fc\u30d0\u30fc\u306e\u30e1\u30e2\u30ea\u4e88\u7d04\u91cf\uff08kbcommit\uff09\u304c\u6025\u5897\u3057\u3001\u30e1\u30e2\u30ea\u30d7\u30ec\u30c3\u30b7\u30e3\u30fc\u304c\u9ad8\u307e\u3063\u305f\u7d50\u679c\u3001Web\u30b5\u30fc\u30d0\u30fc\uff08<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/Apache\">Apache<\/a>\uff09\u306e\u30d7\u30ed\u30bb\u30b9\u304c\u4e00\u6642\u7684\u306b\u5fdc\u7b54<a target=\"_blank\" class=\"keyword\" href=\"https:\/\/d.hatena.ne.jp\/keyword\/%C9%D4%C7%BD\">\u4e0d\u80fd<\/a>\uff08\u30d5\u30ea\u30fc\u30ba\uff09\u3068\u306a\u308a\u3001\u305d\u308c\u3092\u691c\u77e5\u3057\u305f\u904b\u7528\u696d\u8005\u304c\u30b5\u30fc\u30d3\u30b9\u3092\u5fa9\u65e7\u3055\u305b\u308b\u305f\u3081\u306b\u518d\u8d77\u52d5\u3057\u305f\u3053\u3068\u3067\u767a\u751f\u3057\u305f\u300d\u3068\u7d50\u8ad6\u3065\u3051\u307e\u3057\u305f\u3002<\/p>\n<p>\u304a\u5ba2\u69d8\u3078\u306f\u3001\u7279\u5b9a\u306e\u51e6\u7406\u304c\u96c6\u4e2d\u3057\u305f\u3053\u3068\u306b\u3088\u308b\u4e00\u6642\u7684\u306a\u30ea\u30bd\u30fc\u30b9\u903c\u8feb\u304c\u539f\u56e0\u3067\u3042\u3063\u305f\u3053\u3068\u3092\u3001\u8abf\u67fb\u7d50\u679c\u3068\u5171\u306b\u3054\u5831\u544a\u3057\u3001\u7d0d\u5f97\u3044\u305f\u3060\u304f\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n<p>\u79c1\u305f\u3061CRE\u306e\u5f79\u5272\u306f\u3001\u3053\u3046\u3057\u305f\u518d\u73fe\u6027\u306e\u4f4e\u3044\u554f\u984c\u306b\u5bfe\u3057\u3066\u6280\u8853\u7684\u306a\u88cf\u4ed8\u3051\u3092\u3082\u3063\u3066<strong>\u300c\u4f55\u304c\u8d77\u304d\u305f\u306e\u304b\u300d<\/strong>\u3092\u660e\u3089\u304b\u306b\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u539f\u56e0\u304c\u5206\u304b\u3089\u306a\u3044\u3068\u3044\u3046\u72b6\u6cc1\u306f\u3001\u304a\u5ba2\u69d8\u306b\u3068\u3063\u3066\u4e00\u756a\u306e\u4e0d\u5b89\u6750\u6599\u3068\u306a\u308a\u307e\u3059\u3002\u79c1\u305f\u3061\u306f\u3001\u30ed\u30b0\u3084\u30b5\u30fc\u30d0\u30fc\u306e\u30c7\u30fc\u30bf\u3092\u5143\u306b\u3057\u305f\u660e\u78ba\u306a\u4e8b\u5b9f\u3092\u8abf\u67fb\u30fb\u5831\u544a\u3059\u308b\u3053\u3068\u3067\u305d\u306e\u4e0d\u5b89\u3092\u53d6\u308a\u9664\u304d\u3001\u5b89\u5fc3\u3057\u3066\u30b5\u30fc\u30d3\u30b9\u3092\u4f7f\u3044\u7d9a\u3051\u3066\u3044\u305f\u3060\u304f\u3053\u3068\u3092\u76ee\u6307\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u4eca\u56de\u306e\u8abf\u67fb\u904e\u7a0b\u3068\u7d50\u8ad6\u3092\u8a73\u7d30\u306b\u8a18\u9332\u3057\u3001\u30c1\u30fc\u30e0\u306e\u77e5\u8b58\u3068\u3057\u3066\u84c4\u7a4d\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u672a\u6765\u306b\u985e\u4f3c\u306e\u4e8b\u8c61\u304c\u767a\u751f\u3057\u305f\u969b\u306b\u3001\u3088\u308a\u8fc5\u901f\u306a\u89e3\u6c7a\u306b\u7e4b\u3052\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u3059\u3002<\/p>\n<h2 id=\"4-\u30a8\u30d4\u30ed\u30fc\u30b0CRE\u304c\u898b\u308b\u672a\u6765\">4. 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