{"id":82022,"date":"2026-09-08T09:00:00","date_gmt":"2026-09-08T17:00:00","guid":{"rendered":"http:\/\/www.sumologic.com\/blog\/%e9%9d%9e%e6%a7%8b%e9%80%a0%e5%8c%96%e3%83%ad%e3%82%b0%e3%81%8b%e3%82%89%e6%a7%8b%e9%80%a0%e5%8c%96%e3%83%95%e3%82%a3%e3%83%bc%e3%83%ab%e3%83%89%e3%82%92%e6%8a%bd%e5%87%ba%e3%81%99%e3%82%8b%e6%96%b9"},"modified":"2026-10-29T16:56:55","modified_gmt":"2026-10-30T00:56:55","slug":"how-to-extract-structured-fields-from-unstructured-logs","status":"publish","type":"blog","link":"https:\/\/www.sumologic.com\/ja\/blog\/how-to-extract-structured-fields-from-unstructured-logs","title":{"rendered":"\u975e\u69cb\u9020\u5316\u30ed\u30b0\u304b\u3089\u69cb\u9020\u5316\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u62bd\u51fa\u3059\u308b\u65b9\u6cd5"},"content":{"rendered":"\n<section class=\"e-stn e-stn-0d652506f82b000a392973813b918ee25d5b4211 e-stn--glossary-inner-content e-stn--table-of-content\"><div class=\"container\">\n<div class=\"wp-block-b3rg-row e-row row\">\n<div class=\"wp-block-b3rg-column e-col e-col-1f7b3997080fc292474d26ff00c905d99d3520fa e-col--content-wrapper  col-sm-12 col-lg-12 col-xl-12\">\n<div class=\"e-div e-div-a1b32f66e1749758df41d5aea14f647cd10e362c e-div--card-btn-link\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"200\" src=\"https:\/\/www.sumologic.com\/wp-content\/uploads\/structured-logs-header.png\" alt=\"\" class=\"wp-image-79128\" title=\"\" srcset=\"https:\/\/www.sumologic.com\/wp-content\/uploads\/structured-logs-header.png 900w, https:\/\/www.sumologic.com\/wp-content\/uploads\/structured-logs-header-300x67.png 300w, https:\/\/www.sumologic.com\/wp-content\/uploads\/structured-logs-header-768x171.png 768w, https:\/\/www.sumologic.com\/wp-content\/uploads\/structured-logs-header-575x128.png 575w\" sizes=\"auto, (max-width: 900px) 100vw, 900px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"http:\/\/www.sumologic.com\/glossary\/log-file\">\u30ed\u30b0<\/a>\u304b\u3089\u5206\u6790\u60c5\u5831\u3092\u5f15\u304d\u51fa\u3059\u306e\u306b\u6642\u9593\u3092\u8cbb\u3084\u3057\u305f\u3053\u3068\u304c\u3042\u308c\u3070\u3001\u554f\u984c\u306e\u5f62\u614b\u3092\u3054\u5b58\u77e5\u3067\u3057\u3087\u3046\u30021\u884c\u306e\u30ed\u30b0\u306b\u306f\u3001IP\u30a2\u30c9\u30ec\u30b9\u3001\u30b9\u30c6\u30fc\u30bf\u30b9\u30b3\u30fc\u30c9\u3001\u5fdc\u7b54\u6642\u9593\u3001\u30e6\u30fc\u30b6\u30fcID\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u3059\u3079\u30661\u3064\u306e\u9577\u3044\u975e\u69cb\u9020\u5316\u6587\u5b57\u5217\u306b\u57cb\u3082\u308c\u3066\u3044\u307e\u3059\u3002\u60c5\u5831\u304c\u305d\u3053\u306b\u3042\u308b\u3053\u3068\u306f\u308f\u304b\u3063\u3066\u3044\u307e\u3059\u3002\u305d\u308c\u3092\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3001\u30b0\u30eb\u30fc\u30d7\u5316\u3001\u307e\u305f\u306f\u30c1\u30e3\u30fc\u30c8\u5316\u3067\u304d\u308b\u30d5\u30a3\u30fc\u30eb\u30c9\u306b\u5909\u63db\u3059\u308b\u3053\u3068\u306f\u5225\u306e\u554f\u984c\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u306f<a href=\"http:\/\/www.sumologic.com\/glossary\/log-analysis\">\u30ed\u30b0\u5206\u6790<\/a>\u306b\u304a\u3051\u308b\u6700\u3082\u4e00\u822c\u7684\u306a\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u306e1\u3064\u3067\u3042\u308a\u3001\u306a\u305c\u305d\u308c\u304c\u8d77\u3053\u308b\u306e\u304b\u3001\u305d\u3057\u3066\u305d\u308c\u3092\u4fee\u6b63\u3059\u308b\u305f\u3081\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u304c\u4f55\u3067\u3042\u308b\u304b\u306b\u3064\u3044\u3066\u3001\u5b9f\u969b\u306e\u30e1\u30ab\u30cb\u30ba\u30e0\u3092\u7406\u89e3\u3059\u308b\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002\u5358\u4e00\u306e\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u306e\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3092\u884c\u3063\u3066\u3044\u308b\u5834\u5408\u3067\u3082\u3001\u6c38\u7d9a\u7684\u306a\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u69cb\u7bc9\u3057\u3066\u3044\u308b\u5834\u5408\u3067\u3082\u540c\u3058\u3067\u3059\u3002<\/p>\n\n\n\n<h2 id=\"why-logs-end-up-unstructured-in-the-first-place\" class=\"wp-block-heading\">\u30ed\u30b0\u304c\u6700\u521d\u304b\u3089\u975e\u69cb\u9020\u5316\u306b\u306a\u308b\u7406\u7531<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u307b\u3068\u3093\u3069\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u958b\u767a\u8005\u304c\u305d\u306e\u6642\u70b9\u3067\u4fbf\u5229\u3060\u3068\u601d\u3046\u65b9\u6cd5\u3067\u30ed\u30b0\u3092\u66f8\u304d\u8fbc\u307f\u307e\u3059\u30026\u304b\u6708\u5f8c\u306b\u30a2\u30ca\u30ea\u30b9\u30c8\u304c\u30af\u30a8\u30ea\u3092\u5b9f\u884c\u3057\u305f\u3044\u65b9\u6cd5\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u30021\u884c\u306e\u30ed\u30b0\u306b\u306f\u3001\u4e00\u8cab\u3057\u305f\u533a\u5207\u308a\u6587\u5b57\u304c\u306a\u3044\u81ea\u7531\u5f62\u5f0f\u306e\u30c6\u30ad\u30b9\u30c8\u3001\u30bf\u30a4\u30e0\u30b9\u30bf\u30f3\u30d7\u3001\u30ad\u30fc\u3068\u5024\u306e\u30da\u30a2\u3001\u30cd\u30b9\u30c8\u3055\u308c\u305f\u8b58\u5225\u5b50\u304c\u6df7\u5728\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u3088\u304f\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u3092\u6570\u5341\u306e\u30b5\u30fc\u30d3\u30b9\u306b\u639b\u3051\u5408\u308f\u305b\u308b\u3068\u3001\u305d\u308c\u305e\u308c\u304c\u72ec\u81ea\u306e\u30ed\u30b0\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3092\u6301\u3063\u3066\u3044\u308b\u305f\u3081\u3001\u6280\u8853\u7684\u306b\u306f\u5fc5\u8981\u306a\u3059\u3079\u3066\u306e\u3082\u306e\u3092\u542b\u3080\u751f\u30c6\u30ad\u30b9\u30c8\u306e\u5927\u91cf\u6d41\u304c\u3001\u5b9f\u969b\u306b\u306f\u96a0\u3055\u308c\u3066\u3057\u307e\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u69cb\u9020\u5316\u30d5\u30a3\u30fc\u30eb\u30c9\u306f\u3001\u5404\u60c5\u5831\u306b\u540d\u524d\u3092\u4ed8\u3051\u308b\u3053\u3068\u3067\u3053\u308c\u3092\u89e3\u6c7a\u3057\u307e\u3059\u3002\u30c6\u30ad\u30b9\u30c8\u306e\u58c1\u5185\u306e\u90e8\u5206\u6587\u5b57\u5217\u3092\u691c\u7d22\u3059\u308b\u4ee3\u308f\u308a\u306b\u3001<strong>status_code=500<\/strong>\u307e\u305f\u306f<strong>response_time&gt;2000<\/strong>\u3067\u691c\u7d22\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u306f\u5909\u308f\u308a\u307e\u305b\u3093\u3002\u5909\u308f\u308b\u306e\u306f\u3001\u305d\u308c\u306b\u5bfe\u5fdc\u3059\u308b\u80fd\u529b\u3067\u3059\u3002<\/p>\n\n\n\n<h2 id=\"approach-one-parse-fields-at-query-time\" class=\"wp-block-heading\">\u30a2\u30d7\u30ed\u30fc\u30c11\uff1a\u30af\u30a8\u30ea\u6642\u306b\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u89e3\u6790\u3059\u308b<\/h2>\n\n\n\n<h3 id=\"manually-writing-parse-expressions\" class=\"wp-block-heading\">\u89e3\u6790\u5f0f\u3092\u624b\u52d5\u3067\u8a18\u8ff0\u3059\u308b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u62bd\u51fa\u3059\u308b\u5f93\u6765\u306e\u6700\u3082\u76f4\u63a5\u7684\u306a\u65b9\u6cd5\u306f\u3001\u691c\u7d22\u306e\u4e00\u90e8\u3068\u3057\u3066<a href=\"https:\/\/www.sumologic.com\/help\/docs\/search\/search-query-language\/parse-operators\/\">\u89e3\u6790\u5f0f\u3092\u8a18\u8ff0\u3059\u308b<\/a>\u3053\u3068\u3067\u3059\u3002\u307b\u3068\u3093\u3069\u306e\u30ed\u30b0\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u30a2\u30f3\u30ab\u30fc\u30d9\u30fc\u30b9\u306e\u89e3\u6790\u6f14\u7b97\u5b50\u306e\u3044\u304f\u3064\u304b\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002\u30b5\u30f3\u30d7\u30eb\u30ed\u30b0\u884c\u5185\u306e\u30c6\u30ad\u30b9\u30c8\u306e\u4e00\u90e8\u3092\u7279\u5b9a\u3057\u3001\u305d\u308c\u3092\u56f2\u3080\u3082\u306e\u3092\u6307\u5b9a\u3057\u3001\u62bd\u51fa\u3055\u308c\u305f\u5024\u306b\u30d5\u30a3\u30fc\u30eb\u30c9\u540d\u3092\u4ed8\u3051\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u306f1\u56de\u9650\u308a\u306e\u8abf\u67fb\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u7279\u5b9a\u306e\u30a8\u30e9\u30fc\u3092\u898b\u3066\u3044\u3066\u3001\u4eca\u3059\u3050\u305d\u3053\u304b\u30891\u3064\u304b2\u3064\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u304c\u5fc5\u8981\u3067\u3001\u3053\u306e\u691c\u7d22\u3092\u8d85\u3048\u3066\u305d\u306e\u89e3\u6790\u30ed\u30b8\u30c3\u30af\u3092\u6c38\u7d9a\u5316\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u305b\u3093\u3002\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\u306f\u3001\u5b9f\u969b\u306e\u69cb\u6587\u77e5\u8b58\u304c\u5fc5\u8981\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002\u624b\u3067\u6b63\u78ba\u306a\u89e3\u6790\u5f0f\u3092\u69cb\u7bc9\u3059\u308b\u306b\u306f\u3001\u901a\u5e38\u3001\u5404\u30d5\u30a3\u30fc\u30eb\u30c9\u5883\u754c\u3092\u7279\u5b9a\u3057\u3001\u6b63\u3057\u3044\u6587\u5b57\u3092\u30a8\u30b9\u30b1\u30fc\u30d7\u3057\u3001\u7d50\u679c\u3092\u4fe1\u983c\u3059\u308b\u524d\u306b\u3044\u304f\u3064\u304b\u306e\u30b5\u30f3\u30d7\u30eb\u884c\u306b\u5bfe\u3057\u3066\u30c6\u30b9\u30c8\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u6bce\u65e5\u30ed\u30b0\u3092\u89e3\u6790\u3059\u308b\u30c1\u30fc\u30e0\u30e1\u30f3\u30d0\u30fc\u306b\u3068\u3063\u3066\u3001\u3053\u308c\u306f\u7b2c\u4e8c\u306e\u5929\u6027\u306b\u306a\u308a\u307e\u3059\u3002\u4ed6\u306e\u4eba\u306b\u3068\u3063\u3066\u306f\u30012\u5206\u306e\u8abf\u67fb\u309220\u5206\u306e\u3082\u306e\u306b\u5909\u3048\u308b\u6280\u80fd\u30ae\u30e3\u30c3\u30d7\u3067\u3059\u3002<\/p>\n\n\n\n<h3 id=\"let-ai-do-it\" class=\"wp-block-heading\">AI\u306b\u4efb\u305b\u308b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0a\u8a18\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002\u89e3\u6790\u5f0f\u306e\u66f8\u304d\u65b9\u3092\u77e5\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u306f\u7279\u306b\u3001\u30c1\u30fc\u30e0\u304c\u65b0\u3057\u3044\u5834\u5408\u3084\u3001\u6bce\u65e5\u3067\u306f\u306a\u304f\u6642\u3005\u30ed\u30b0\u3092\u89e3\u6790\u3059\u308b\u5834\u5408\u306b\u3001\u5b9f\u969b\u306e\u969c\u58c1\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI\u652f\u63f4\u89e3\u6790\u30c4\u30fc\u30eb\u306f\u3001\u7d50\u679c\u306b\u5bfe\u3059\u308b\u5236\u5fa1\u3092\u5931\u3046\u3053\u3068\u306a\u304f\u3001\u305d\u306e\u30b9\u30c6\u30c3\u30d7\u3092\u524a\u9664\u3057\u307e\u3059\u3002<a href=\"http:\/\/www.sumologic.com\/ja\/search\">Sumo Logic\u306e\u30ed\u30b0\u30b5\u30fc\u30c1<\/a>\u3067\u306f\u3001\u3053\u308c\u306f<a href=\"https:\/\/www.sumologic.com\/help\/docs\/search\/search-query-language\/parse-operators\/parse-predictable-patterns-using-an-anchor\/#ai-parse-assist\">AI Parse Assist<\/a>\u306e\u3088\u3046\u306a\u3082\u306e\u3067\u3059\u3002\u4ee3\u8868\u7684\u306a\u30ed\u30b0\u884c\u3092\u9078\u629e\u3057\u3001\u300cAI\u3067\u89e3\u6790\u300d\u3092\u9078\u629e\u3057\u3066\u3001AI\u304c\u6f5c\u5728\u7684\u306a\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u7279\u5b9a\u3057\u3001\u5bfe\u5fdc\u3059\u308b\u89e3\u6790\u5f0f\u3092\u751f\u6210\u3059\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\u63d0\u6848\u3055\u308c\u305f\u30d5\u30a3\u30fc\u30eb\u30c9\u3068\u5f0f\u3092\u78ba\u8a8d\u3057\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u5909\u66f4\u3092\u52a0\u3048\u3001\u691c\u7d22\u306b\u9069\u7528\u3057\u307e\u3059\u3002\u4f55\u3082\u81ea\u52d5\u7684\u306b\u5b9f\u884c\u3055\u308c\u307e\u305b\u3093\u3002\u3053\u308c\u306f\u540c\u3058\u30b9\u30ad\u30eb\u306e\u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30bf\u3067\u3042\u308a\u3001\u30af\u30a8\u30ea\u3067\u4f55\u304c\u8d77\u3053\u3063\u3066\u3044\u308b\u304b\u3092\u96a0\u3059\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<h2 id=\"approach-two-extract-fields-at-ingest-time\" class=\"wp-block-heading\">\u30a2\u30d7\u30ed\u30fc\u30c12\uff1a\u53d6\u308a\u8fbc\u307f\u6642\u306b\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u62bd\u51fa\u3059\u308b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u540c\u3058\u89e3\u6790\u5f0f\u3092\u4f55\u5ea6\u3082\u66f8\u304f\uff08\u307e\u305f\u306fAI\u306b\u66f8\u304b\u305b\u308b\uff09\u3053\u3068\u306b\u6c17\u3065\u3044\u305f\u5834\u5408\u3001\u30af\u30a8\u30ea\u6642\u89e3\u6790\u306f\u9593\u9055\u3063\u305f\u30c4\u30fc\u30eb\u3067\u3059\u3002<a href=\"https:\/\/www.sumologic.com\/help\/docs\/manage\/field-extractions\/\">\u30d5\u30a3\u30fc\u30eb\u30c9\u62bd\u51fa\u30eb\u30fc\u30eb<\/a>\uff08FER\uff09\u306f\u3001\u691c\u7d22\u3092\u5b9f\u884c\u3059\u308b\u305f\u3073\u306b\u3067\u306f\u306a\u304f\u3001\u53d6\u308a\u8fbc\u307f\u6642\u306b1\u56de\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u89e3\u6790\u3059\u308b\u3053\u3068\u3067\u3053\u308c\u3092\u89e3\u6c7a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5229\u70b9\u306f\u8907\u5408\u7684\u3067\u3059\u3002\u53d6\u308a\u8fbc\u307f\u6642\u306b\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u62bd\u51fa\u3059\u308b\u3068\u3001\u30a2\u30c9\u30db\u30c3\u30af\u691c\u7d22\u3001\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u691c\u7d22\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30a2\u30e9\u30fc\u30c8\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3067\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u305f\u3081\u3001\u8ab0\u3082\u89e3\u6790\u30ed\u30b8\u30c3\u30af\u3092\u518d\u5ea6\u5c0e\u51fa\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u305b\u3093\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7d44\u7e54\u5168\u4f53\u3067\u30d5\u30a3\u30fc\u30eb\u30c9\u540d\u3082\u6a19\u6e96\u5316\u3055\u308c\u308b\u305f\u3081\u3001\u300cIP\u30a2\u30c9\u30ec\u30b9\u300d\u304c\u691c\u7d22\u3092\u66f8\u3044\u305f\u4eba\u306b\u5fdc\u3058\u3066ip\u3001ip_addr\u3001client_ip\u3068\u3057\u3066\u8868\u793a\u3055\u308c\u308b\u3053\u3068\u306f\u3042\u308a\u307e\u305b\u3093\u3002FER\u306f\u4f5c\u6210\u6642\u4ee5\u964d\u306b\u306e\u307f\u9069\u7528\u3055\u308c\u308b\u305f\u3081\u3001\u30d5\u30a3\u30fc\u30eb\u30c9\u304c\u30c1\u30fc\u30e0\u306b\u3068\u3063\u3066\u91cd\u8981\u306a\u5834\u5408\u306f\u3001\u9061\u53ca\u7684\u306b\u5c65\u6b74\u30c7\u30fc\u30bf\u3092\u89e3\u6790\u3059\u308b\u5fc5\u8981\u304c\u751f\u3058\u308b\u307e\u3067\u5f85\u3064\u306e\u3067\u306f\u306a\u304f\u3001\u65e9\u671f\u306b\u30eb\u30fc\u30eb\u3092\u8a2d\u5b9a\u3059\u308b\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u3053\u3067\u306e\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\u306f\u4e8b\u524d\u6295\u8cc7\u3067\u3059\u3002\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u5168\u4f53\u3067\u62bd\u51fa\u3059\u308b\u4fa1\u5024\u306e\u3042\u308b\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u7279\u5b9a\u3057\u3001FER\u3092\u6b63\u3057\u304f\u69cb\u6210\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u306f\u901a\u5e38\u3001\u89e3\u6790\u69cb\u6587\u3092\u77e5\u308b\u304b\u3001\u305d\u308c\u3092\u77e5\u3063\u3066\u3044\u308b\u30c1\u30fc\u30e0\u30e1\u30a4\u30c8\u306b\u983c\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2 id=\"choosing-the-right-approach\" class=\"wp-block-heading\">\u9069\u5207\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u9078\u629e\u3059\u308b<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5358\u4e00\u306e\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u3092\u8abf\u67fb\u3057\u3066\u3044\u307e\u3059\u304b\uff1f<\/strong>\u624b\u52d5\u307e\u305f\u306fAI\u652f\u63f4\u306e\u3044\u305a\u308c\u304b\u306e\u30af\u30a8\u30ea\u6642\u89e3\u6790\u306b\u3088\u308a\u3001\u6c38\u7d9a\u7684\u306a\u3082\u306e\u306b\u30b3\u30df\u30c3\u30c8\u3059\u308b\u3053\u3068\u306a\u304f\u3001\u5fc5\u8981\u306a\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u53d6\u5f97\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u3059\u3079\u3066\u306e\u691c\u7d22\u3067\u540c\u3058\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u62bd\u51fa\u3057\u3066\u3044\u307e\u3059\u304b\uff1f<\/strong>\u30d5\u30a3\u30fc\u30eb\u30c9\u62bd\u51fa\u30eb\u30fc\u30eb\uff08FER\uff09\u3092\u8a2d\u5b9a\u3057\u3066\u3001\u89e3\u6790\u304c\u53d6\u308a\u8fbc\u307f\u6642\u306b1\u56de\u3059\u3079\u3066\u306e\u30e6\u30fc\u30b6\u30fc\u306b\u5bfe\u3057\u3066\u5b9f\u884c\u3055\u308c\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u89e3\u6790\u69cb\u6587\u304c\u521d\u3081\u3066\u3067\u3059\u304b\u3001\u305d\u308c\u3068\u3082\u8a66\u884c\u932f\u8aa4\u3092\u30b9\u30ad\u30c3\u30d7\u3057\u305f\u3044\u3067\u3059\u304b\uff1f<\/strong>AI\u652f\u63f4\u306e\u63d0\u6848\u306b\u3088\u308a\u3001\u53d7\u3051\u5165\u308c\u305f\u308a\u3001\u8abf\u6574\u3057\u305f\u308a\u3001\u5b66\u7fd2\u3057\u305f\u308a\u3067\u304d\u308b\u51fa\u767a\u70b9\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u3089\u306f\u76f8\u4e92\u306b\u6392\u4ed6\u7684\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30d1\u30fc\u30b9\u306e\u6700\u9069\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u30013\u3064\u3059\u3079\u3066\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u5e38\u306b\u5fc5\u8981\u306a\u30d5\u30a3\u30fc\u30eb\u30c9\u306b\u306f\u62bd\u51fa\u30eb\u30fc\u30eb\u3001\u6642\u3005\u5fc5\u8981\u306a\u30d5\u30a3\u30fc\u30eb\u30c9\u306b\u306f\u624b\u52d5\u307e\u305f\u306fAI\u652f\u63f4\u30d1\u30fc\u30b9\u3001\u30c1\u30fc\u30e0\u5168\u4f53\u3067\u5341\u5206\u306a\u4e00\u8cab\u6027\u3092\u4fdd\u3064\u3053\u3068\u3067\u3001\u8ab0\u3082\u8abf\u67fb\u306e\u9014\u4e2d\u3067\u30d1\u30fc\u30b9\u69cb\u6587\u3092\u518d\u5b66\u7fd2\u3059\u308b\u5fc5\u8981\u304c\u306a\u304f\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u7fd2\u6163\u3092\u8eab\u306b\u3064\u3051\u308b\u3053\u3068\u3067\u3001\u3053\u308c\u3089\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u306b\u57fa\u3065\u3044\u3066\u69cb\u7bc9\u3055\u308c\u305f\u3059\u3079\u3066\u306e\u691c\u7d22\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3001\u30a2\u30e9\u30fc\u30c8\u304c\u3001\u3088\u308a\u9ad8\u901f\u3067\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u3082\u306e\u306b\u306a\u308a\u307e\u3059\u3002\u305d\u3046\u3059\u308c\u3070\u3001\u8ab0\u3082\u304c\u540c\u3058\u30d1\u30fc\u30b9\u554f\u984c\u3092\u30bc\u30ed\u304b\u3089\u518d\u5ea6\u89e3\u6c7a\u3059\u308b\u5fc5\u8981\u304c\u306a\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305d\u306e\u4ed5\u7d44\u307f\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<a href=\"http:\/\/www.sumologic.com\/ja\/request-demo\">\u30c7\u30e2\u3092\u3054\u4e88\u7d04\u304f\u3060\u3055\u3044<\/a>\u3002<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div><\/section>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":361,"featured_media":79138,"template":"","meta":{"_acf_changed":false,"show_custom_date":false,"custom_date":"","featured":false,"featured_image":0,"learn_more_label":"","image_alt_text":"","learn_more_type":"","show_popup":false,"learn_more_link_file":0,"event_date":false,"event_start_date":"","event_end_date":"","place_holder_image_url":"","post_reading_time":"< 1","notification_enabled":false,"notification_text":"","notification_logo":"","notification_expiration_time":0,"is_enable_transparent_header":false,"selected_taxonomy_terms":{"blog-category":[323,326,380],"blog-tag":[],"translation_priority":[221]},"selected_primary_terms":[],"learn_more_link":[],"featured_page_list":[],"notification_enabled_post_list":[],"_gspb_post_css":"","_relevanssi_hide_post":"","_relevanssi_hide_content":"","_relevanssi_pin_for_all":"","_relevanssi_pin_keywords":"","_relevanssi_unpin_keywords":"","_relevanssi_related_keywords":"","_relevanssi_related_include_ids":"","_relevanssi_related_exclude_ids":"","_relevanssi_related_no_append":"","_relevanssi_related_not_related":"","_relevanssi_related_posts":"81980,80877,80891","_relevanssi_noindex_reason":"","inline_featured_image":false,"footnotes":""},"blog-category":[323,326,380],"blog-tag":[],"class_list":["post-82022","blog","type-blog","status-publish","has-post-thumbnail","hentry","blog-category-secops-security","blog-category-devops-it-operations","blog-category-ai"],"acf":[],"permalink_manager":null,"_links":{"self":[{"href":"https:\/\/www.sumologic.com\/ja\/wp-json\/wp\/v2\/blog\/82022","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.sumologic.com\/ja\/wp-json\/wp\/v2\/blog"}],"about":[{"href":"https:\/\/www.sumologic.com\/ja\/wp-json\/wp\/v2\/types\/blog"}],"author":[{"embeddable":true,"href":"https:\/\/www.sumologic.com\/ja\/wp-json\/wp\/v2\/users\/361"}],"version-history":[{"count":2,"href":"https:\/\/www.sumologic.com\/ja\/wp-json\/wp\/v2\/blog\/82022\/revisions"}],"predecessor-version":[{"id":82024,"href":"https:\/\/www.sumologic.com\/ja\/wp-json\/wp\/v2\/blog\/82022\/revisions\/82024"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.sumologic.com\/ja\/wp-json\/wp\/v2\/media\/79138"}],"wp:attachment":[{"href":"https:\/\/www.sumologic.com\/ja\/wp-json\/wp\/v2\/media?parent=82022"}],"wp:term":[{"taxonomy":"blog-category","embeddable":true,"href":"https:\/\/www.sumologic.com\/ja\/wp-json\/wp\/v2\/blog-category?post=82022"},{"taxonomy":"blog-tag","embeddable":true,"href":"https:\/\/www.sumologic.com\/ja\/wp-json\/wp\/v2\/blog-tag?post=82022"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}