{"id":37987,"date":"2026-04-30T13:34:37","date_gmt":"2026-04-30T17:34:37","guid":{"rendered":"https:\/\/www.lpi.org\/ja\/articles\/devops%e3%83%84%e3%83%bc%e3%83%ab%e5%85%a5%e9%96%80-15%ef%bc%9a%e5%88%86%e6%95%a3%e3%83%88%e3%83%ac%e3%83%bc%e3%82%b7%e3%83%b3%e3%82%b0%e3%81%ae%e5%9f%ba%e7%a4%8e\/"},"modified":"2026-04-30T13:34:37","modified_gmt":"2026-04-30T17:34:37","slug":"devops-tools-introduction-15-tracing","status":"publish","type":"post","link":"https:\/\/www.lpi.org\/ja\/blog\/2026\/04\/30\/devops-tools-introduction-15-tracing\/","title":{"rendered":"DevOps\u30c4\u30fc\u30eb\u5165\u9580 #15\uff1a\u5206\u6563\u30c8\u30ec\u30fc\u30b7\u30f3\u30b0\u306e\u57fa\u790e"},"content":{"rendered":"<h2 data-section-id=\"113zq47\" data-start=\"66\" data-end=\"123\">DevOps Tools Introduction #15\uff1a\u5206\u6563\u30c8\u30ec\u30fc\u30b7\u30f3\u30b0\u3068OpenTelemetry\u5165\u9580<\/h2>\n<p data-start=\"125\" data-end=\"241\">\u3053\u306e\u6570\u304b\u6708\u306b\u308f\u305f\u308a\u3001\u300cDevOps Tools Introduction\u300d\u30b7\u30ea\u30fc\u30ba\u3067\u306f\u3001\u6bce\u9031\u3055\u307e\u3056\u307e\u306a\u30c6\u30fc\u30de\u3092\u53d6\u308a\u4e0a\u3052\u3066\u304d\u307e\u3057\u305f\u3002\u4eca\u56de\u304c\u6700\u7d42\u56de\u3068\u306a\u308a\u3001DevOps\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u77e5\u3063\u3066\u304a\u304f\u3079\u304d\u3001\u3082\u3046\u3072\u3068\u3064\u306e\u91cd\u8981\u306a\u30c8\u30d4\u30c3\u30af\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<p data-start=\"243\" data-end=\"361\">\u73fe\u4ee3\u306e\u5206\u6563\u30b7\u30b9\u30c6\u30e0\u306f\u975e\u5e38\u306b\u8907\u96d1\u3067\u3042\u308a\u3001\u5f93\u6765\u306e\u76e3\u8996\u624b\u6cd5\u3060\u3051\u3067\u306f\u5341\u5206\u3068\u306f\u8a00\u3048\u307e\u305b\u3093\u3002\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u3068\u3057\u3066\u5206\u5272\u3055\u308c\u308b\u3068\u3001\u3072\u3068\u3064\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u304c\u8907\u6570\u306e\u30b5\u30fc\u30d3\u30b9\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30a4\u30f3\u30d5\u30e9\u30ec\u30a4\u30e4\u30fc\u3092\u307e\u305f\u3044\u3067\u51e6\u7406\u3055\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p data-start=\"363\" data-end=\"460\">\u3053\u306e\u3088\u3046\u306a\u74b0\u5883\u306b\u304a\u3044\u3066\u3001<strong data-start=\"375\" data-end=\"408\">\u5206\u6563\u30c8\u30ec\u30fc\u30b7\u30f3\u30b0\uff08Distributed Tracing\uff09<\/strong> \u306f\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u52d5\u4f5c\u3092\u7406\u89e3\u3057\u3001\u554f\u984c\u3092\u8a3a\u65ad\u3057\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6539\u5584\u3059\u308b\u305f\u3081\u306b\u6b20\u304b\u305b\u306a\u3044\u6280\u8853\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p data-start=\"462\" data-end=\"612\">\u672c\u8a18\u4e8b\u3067\u306f\u3001\u30c8\u30ec\u30fc\u30b7\u30f3\u30b0\u306e\u57fa\u672c\u6982\u5ff5\u3092\u7d39\u4ecb\u3057\u3001<a href=\"https:\/\/opentelemetry.io\/\"><span class=\"hover:entity-accent entity-underline inline cursor-pointer align-baseline\"><span class=\"whitespace-normal\">OpenTelemetry<\/span><\/span><\/a> \u306e\u57fa\u790e\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u3088\u304f\u5229\u7528\u3055\u308c\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30c6\u30ec\u30e1\u30c8\u30ea\u30fc\u5206\u6790\u30c4\u30fc\u30eb\u306e\u6982\u8981\u3068\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u8a08\u6e2c\uff08Instrumentation\uff09\u306e\u91cd\u8981\u306a\u8003\u3048\u65b9\u306b\u3064\u3044\u3066\u3082\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<hr data-start=\"614\" data-end=\"617\" \/>\n<h2 data-section-id=\"1m9mz01\" data-start=\"619\" data-end=\"631\">\u30c8\u30ec\u30fc\u30b7\u30f3\u30b0\u3068\u306f\uff1f<\/h2>\n<p data-start=\"633\" data-end=\"689\"><a href=\"https:\/\/www.ibm.com\/docs\/en\/iofgs?topic=monitoring-traces\">\u30c8\u30ec\u30fc\u30b7\u30f3\u30b0<\/a>\u3068\u306f\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u304c\u5206\u6563\u30b7\u30b9\u30c6\u30e0\u5185\u306e\u8907\u6570\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3092\u901a\u904e\u3057\u3066\u3044\u304f\u4e00\u9023\u306e\u6d41\u308c\u3092\u8ffd\u8de1\u3059\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002<\/p>\n<p data-start=\"691\" data-end=\"776\">\u30ed\u30b0\u304c\u500b\u3005\u306e\u30a4\u30d9\u30f3\u30c8\u3092\u8a18\u9332\u3057\u3001\u30e1\u30c8\u30ea\u30af\u30b9\u304c\u96c6\u8a08\u3055\u308c\u305f\u6570\u5024\u30c7\u30fc\u30bf\u3092\u793a\u3059\u306e\u306b\u5bfe\u3057\u3001\u30c8\u30ec\u30fc\u30b7\u30f3\u30b0\u306f<strong data-start=\"737\" data-end=\"761\">\u51e6\u7406\u304c\u3069\u306e\u3088\u3046\u306a\u56e0\u679c\u95a2\u4fc2\u3067\u5b9f\u884c\u3055\u308c\u305f\u306e\u304b<\/strong>\u3092\u30b5\u30fc\u30d3\u30b9\u6a2a\u65ad\u3067\u53ef\u8996\u5316\u3057\u307e\u3059\u3002<\/p>\n<p data-start=\"778\" data-end=\"825\">OpenTelemetry\u3092\u7406\u89e3\u3059\u308b\u524d\u306b\u3001\u30c8\u30ec\u30fc\u30b7\u30f3\u30b0\u306b\u95a2\u3059\u308b\u57fa\u672c\u7528\u8a9e\u3092\u62bc\u3055\u3048\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<p data-start=\"827\" data-end=\"892\"><strong data-start=\"827\" data-end=\"856\">\u5206\u6563\u30c8\u30ec\u30fc\u30b9\uff08Distributed Trace\uff09<\/strong> \u3068\u306f\u3001\u3072\u3068\u3064\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u304c\u30b7\u30b9\u30c6\u30e0\u5168\u4f53\u3092\u901a\u904e\u3059\u308b\u5b8c\u5168\u306a\u6d41\u308c\u3092\u8868\u3057\u307e\u3059\u3002<\/p>\n<p data-start=\"894\" data-end=\"963\">\u305d\u306e\u30c8\u30ec\u30fc\u30b9\u306f\u8907\u6570\u306e <strong data-start=\"905\" data-end=\"918\">\u30b9\u30d1\u30f3\uff08Span\uff09<\/strong> \u3067\u69cb\u6210\u3055\u308c\u307e\u3059\u3002\u30b9\u30d1\u30f3\u306f\u3001\u30b5\u30fc\u30d3\u30b9\u3084\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u304c\u5b9f\u884c\u3059\u308b\u3072\u3068\u3064\u306e\u51e6\u7406\u5358\u4f4d\u3092\u8868\u3057\u307e\u3059\u3002<\/p>\n<p data-start=\"965\" data-end=\"1001\">\u30b9\u30d1\u30f3\u306f\u968e\u5c64\u69cb\u9020\u3067\u7ba1\u7406\u3055\u308c\u3001\u30c4\u30ea\u30fc\u306e\u3088\u3046\u306a\u5f62\u3067\u5404\u51e6\u7406\u306e\u95a2\u4fc2\u6027\u3092\u793a\u3057\u307e\u3059\u3002<\/p>\n<p data-start=\"1003\" data-end=\"1067\">\u305d\u308c\u305e\u308c\u306e\u30c8\u30ec\u30fc\u30b9\u306b\u306f\u56fa\u6709\u306e <a href=\"https:\/\/opentelemetry.io\/docs\/concepts\/\"><strong data-start=\"1018\" data-end=\"1030\">Trace ID<\/strong> <\/a>\u304c\u3042\u308a\u3001\u5404\u30b9\u30d1\u30f3\u306b\u306f\u500b\u5225\u306e <strong data-start=\"1045\" data-end=\"1056\">Span ID<\/strong> \u304c\u5272\u308a\u5f53\u3066\u3089\u308c\u307e\u3059\u3002<\/p>\n<p data-start=\"1069\" data-end=\"1110\">\u3053\u308c\u3089\u306e\u8b58\u5225\u5b50\u306b\u3088\u3063\u3066\u3001\u7570\u306a\u308b\u30b5\u30fc\u30d3\u30b9\u9593\u306e\u30a4\u30d9\u30f3\u30c8\u540c\u58eb\u3092\u95a2\u9023\u3065\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p data-start=\"1112\" data-end=\"1132\">\u901a\u5e38\u3001\u30b9\u30d1\u30f3\u306b\u306f\u4ee5\u4e0b\u306e\u60c5\u5831\u304c\u542b\u307e\u308c\u307e\u3059\u3002<\/p>\n<ul data-start=\"1134\" data-end=\"1186\">\n<li data-section-id=\"208p5m\" data-start=\"1134\" data-end=\"1155\">\u958b\u59cb\u6642\u523b\u3068\u7d42\u4e86\u6642\u523b\u306a\u3069\u306e\u30bf\u30a4\u30df\u30f3\u30b0\u60c5\u5831<\/li>\n<li data-section-id=\"1yz21u1\" data-start=\"1156\" data-end=\"1169\">\u51e6\u7406\u306b\u95a2\u3059\u308b\u30e1\u30bf\u30c7\u30fc\u30bf<\/li>\n<li data-section-id=\"1dk123s\" data-start=\"1170\" data-end=\"1186\">\u89aa\u30b9\u30d1\u30f3\u30fb\u5b50\u30b9\u30d1\u30f3\u3068\u306e\u95a2\u4fc2\u6027<\/li>\n<\/ul>\n<p data-start=\"1188\" data-end=\"1246\">\u3053\u306e\u69cb\u9020\u306b\u3088\u3063\u3066\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u9045\u5ef6\u3092\u53ef\u8996\u5316\u3057\u3001\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u3092\u7279\u5b9a\u3057\u3001\u30b5\u30fc\u30d3\u30b9\u9593\u306e\u4f9d\u5b58\u95a2\u4fc2\u3092\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<hr data-start=\"1248\" data-end=\"1251\" \/>\n<h2 data-section-id=\"c3zgxg\" data-start=\"1253\" data-end=\"1267\">\u5206\u6563\u30c8\u30ec\u30fc\u30b9\u306e\u4e3b\u8981\u8981\u7d20<\/h2>\n<p data-start=\"1269\" data-end=\"1322\">\u30c8\u30ec\u30fc\u30b7\u30f3\u30b0\u30b7\u30b9\u30c6\u30e0\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3059\u308b\u306b\u306f\u3001\u30b9\u30d1\u30f3\u3084\u30c8\u30ec\u30fc\u30b9\u3092\u69cb\u6210\u3059\u308b\u4e3b\u8981\u306a\u8981\u7d20\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n<h3 data-section-id=\"1bepfd2\" data-start=\"1324\" data-end=\"1350\">Span Attributes\uff08\u30b9\u30d1\u30f3\u5c5e\u6027\uff09<\/h3>\n<p data-start=\"1352\" data-end=\"1421\">\u30b9\u30d1\u30f3\u5c5e\u6027\u306f\u30ad\u30fc\u3068\u5024\u306e\u30da\u30a2\u3067\u69cb\u6210\u3055\u308c\u308b\u60c5\u5831\u3067\u3001HTTP\u30e1\u30bd\u30c3\u30c9\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30af\u30a8\u30ea\u3001\u30e6\u30fc\u30b6\u30fcID\u306a\u3069\u3001\u51e6\u7406\u306b\u95a2\u3059\u308b\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u8868\u3057\u307e\u3059\u3002<\/p>\n<p data-start=\"1423\" data-end=\"1455\">\u3053\u308c\u306b\u3088\u308a\u3001\u30c8\u30ec\u30fc\u30b9\u306b\u8a73\u7d30\u306a\u60c5\u5831\u304c\u52a0\u308f\u308a\u3001\u5206\u6790\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3 data-section-id=\"1h3u3a6\" data-start=\"1457\" data-end=\"1473\">Events\uff08\u30a4\u30d9\u30f3\u30c8\uff09<\/h3>\n<p data-start=\"1475\" data-end=\"1502\">\u30a4\u30d9\u30f3\u30c8\u306f\u3001\u30b9\u30d1\u30f3\u306e\u4e2d\u306b\u8a18\u9332\u3055\u308c\u308b\u6642\u523b\u4ed8\u304d\u306e\u6ce8\u91c8\u3067\u3059\u3002<\/p>\n<p data-start=\"1504\" data-end=\"1544\">\u30ea\u30c8\u30e9\u30a4\u51e6\u7406\u3084\u30a8\u30e9\u30fc\u767a\u751f\u306a\u3069\u3001\u5b9f\u884c\u4e2d\u306e\u91cd\u8981\u306a\u51fa\u6765\u4e8b\u3092\u8a18\u9332\u3059\u308b\u305f\u3081\u306b\u5229\u7528\u3055\u308c\u307e\u3059\u3002<\/p>\n<h3 data-section-id=\"1tax0de\" data-start=\"1546\" data-end=\"1560\">Links\uff08\u30ea\u30f3\u30af\uff09<\/h3>\n<p data-start=\"1562\" data-end=\"1606\">\u30ea\u30f3\u30af\u306f\u3001\u76f4\u63a5\u306e\u89aa\u5b50\u95a2\u4fc2\u3067\u306f\u306a\u3044\u3082\u306e\u306e\u3001\u56e0\u679c\u95a2\u4fc2\u3092\u6301\u3064\u30b9\u30d1\u30f3\u540c\u58eb\u3092\u95a2\u9023\u3065\u3051\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002<\/p>\n<p data-start=\"1608\" data-end=\"1629\">\u975e\u540c\u671f\u51e6\u7406\u3084\u30d0\u30c3\u30c1\u51e6\u7406\u306a\u3069\u3067\u7279\u306b\u6709\u52b9\u3067\u3059\u3002<\/p>\n<h3 data-section-id=\"7a53di\" data-start=\"1631\" data-end=\"1648\">Status\uff08\u30b9\u30c6\u30fc\u30bf\u30b9\uff09<\/h3>\n<p data-start=\"1650\" data-end=\"1664\">\u30b9\u30d1\u30f3\u306e\u5b9f\u884c\u7d50\u679c\u3092\u793a\u3057\u307e\u3059\u3002<\/p>\n<p data-start=\"1666\" data-end=\"1700\">\u6210\u529f\u30fb\u5931\u6557\u3068\u3044\u3063\u305f\u72b6\u614b\u3084\u3001\u30a8\u30e9\u30fc\u5185\u5bb9\u306e\u8aac\u660e\u304c\u542b\u307e\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h3 data-section-id=\"17j0c5b\" data-start=\"1702\" data-end=\"1714\">Kind\uff08\u7a2e\u985e\uff09<\/h3>\n<p data-start=\"1716\" data-end=\"1743\">\u30b9\u30d1\u30f3\u304c\u30b7\u30b9\u30c6\u30e0\u5185\u3067\u3069\u306e\u5f79\u5272\u3092\u62c5\u3063\u3066\u3044\u308b\u304b\u3092\u793a\u3057\u307e\u3059\u3002<\/p>\n<p data-start=\"1745\" data-end=\"1763\">\u305f\u3068\u3048\u3070\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u7a2e\u985e\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<ul data-start=\"1765\" data-end=\"1804\">\n<li data-section-id=\"1v05moh\" data-start=\"1765\" data-end=\"1773\">Client<\/li>\n<li data-section-id=\"6c76bx\" data-start=\"1774\" data-end=\"1782\">Server<\/li>\n<li data-section-id=\"1f3zwww\" data-start=\"1783\" data-end=\"1793\">Producer<\/li>\n<li data-section-id=\"1kjq4l2\" data-start=\"1794\" data-end=\"1804\">Consumer<\/li>\n<\/ul>\n<p data-start=\"1806\" data-end=\"1846\">\u3053\u308c\u306b\u3088\u3063\u3066\u3001\u305d\u306e\u51e6\u7406\u304c\u5168\u4f53\u306e\u4e2d\u3067\u3069\u306e\u4f4d\u7f6e\u3065\u3051\u306b\u3042\u308b\u306e\u304b\u304c\u308f\u304b\u308a\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<hr data-start=\"1848\" data-end=\"1851\" \/>\n<h2 data-section-id=\"30j3g7\" data-start=\"1853\" data-end=\"1885\">\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u4f1d\u64ad\uff08Context Propagation\uff09<\/h2>\n<p data-start=\"1887\" data-end=\"1925\">\u5206\u6563\u30c8\u30ec\u30fc\u30b7\u30f3\u30b0\u3067\u6700\u3082\u91cd\u8981\u306a\u6982\u5ff5\u306e\u3072\u3068\u3064\u304c <strong data-start=\"1909\" data-end=\"1921\">\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u4f1d\u64ad<\/strong> \u3067\u3059\u3002<\/p>\n<p data-start=\"1927\" data-end=\"1979\">\u30ea\u30af\u30a8\u30b9\u30c8\u304c\u8907\u6570\u306e\u30b5\u30fc\u30d3\u30b9\u9593\u3092\u79fb\u52d5\u3059\u308b\u969b\u3001\u30c8\u30ec\u30fc\u30b7\u30f3\u30b0\u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u60c5\u5831\u3082\u5f15\u304d\u7d99\u304c\u308c\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002<\/p>\n<p data-start=\"1981\" data-end=\"2007\">\u3053\u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u60c5\u5831\u304c\u542b\u307e\u308c\u307e\u3059\u3002<\/p>\n<ul data-start=\"2009\" data-end=\"2041\">\n<li data-section-id=\"zk6b6s\" data-start=\"2009\" data-end=\"2019\">Trace ID<\/li>\n<li data-section-id=\"1mvexl5\" data-start=\"2020\" data-end=\"2029\">Span ID<\/li>\n<li data-section-id=\"7rvf89\" data-start=\"2030\" data-end=\"2041\">\u305d\u306e\u4ed6\u306e\u30e1\u30bf\u30c7\u30fc\u30bf<\/li>\n<\/ul>\n<p data-start=\"2043\" data-end=\"2093\">\u3053\u308c\u304c\u6b63\u3057\u304f\u4f1d\u64ad\u3055\u308c\u306a\u3044\u3068\u3001\u30c8\u30ec\u30fc\u30b9\u304c\u9014\u4e2d\u3067\u5206\u65ad\u3055\u308c\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u5168\u4f53\u306e\u6d41\u308c\u3092\u518d\u69cb\u7bc9\u3067\u304d\u306a\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<p data-start=\"2095\" data-end=\"2145\">\u5b9f\u969b\u306b\u306f\u3001HTTP\u30d8\u30c3\u30c0\u30fc\u3084\u30e1\u30c3\u30bb\u30fc\u30b8\u30f3\u30b0\u30b7\u30b9\u30c6\u30e0\u3092\u901a\u3058\u3066\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u304c\u4f1d\u9054\u3055\u308c\u308b\u3053\u3068\u304c\u4e00\u822c\u7684\u3067\u3059\u3002<\/p>\n<p data-start=\"2147\" data-end=\"2186\">\u3053\u308c\u306b\u3088\u308a\u3001\u5404\u30b5\u30fc\u30d3\u30b9\u306f\u81ea\u5206\u306e\u30b9\u30d1\u30f3\u3092\u6b63\u3057\u3044\u30c8\u30ec\u30fc\u30b9\u306b\u7d10\u3065\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<hr data-start=\"2188\" data-end=\"2191\" \/>\n<h2 data-section-id=\"egzg66\" data-start=\"2193\" data-end=\"2209\">OpenTelemetry<\/h2>\n<p data-start=\"2211\" data-end=\"2306\"><a href=\"https:\/\/opentelemetry.io\/docs\/\"><span class=\"hover:entity-accent entity-underline inline cursor-pointer align-baseline\"><span class=\"whitespace-normal\">OpenTelemetry<\/span><\/span><\/a> \u306f\u3001\u30c8\u30ec\u30fc\u30b9\u3001\u30e1\u30c8\u30ea\u30af\u30b9\u3001\u30ed\u30b0\u3092\u7d71\u4e00\u7684\u306b\u53ce\u96c6\u3059\u308b\u305f\u3081\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9Observability\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3059\u3002<\/p>\n<p data-start=\"2308\" data-end=\"2392\"><span class=\"hover:entity-accent entity-underline inline cursor-pointer align-baseline\"><span class=\"whitespace-normal\">Cloud Native Computing Foundation<\/span><\/span> \u306b\u3088\u3063\u3066\u7ba1\u7406\u3055\u308c\u3066\u304a\u308a\u3001\u73fe\u4ee3\u306e\u30b7\u30b9\u30c6\u30e0\u306b\u304a\u3051\u308b\u30c6\u30ec\u30e1\u30c8\u30ea\u30fc\u8a08\u6e2c\u306e\u4e8b\u5b9f\u4e0a\u306e\u6a19\u6e96\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p data-start=\"2394\" data-end=\"2420\">OpenTelemetry\u3067\u306f\u4ee5\u4e0b\u3092\u5b9a\u7fa9\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<ul data-start=\"2422\" data-end=\"2486\">\n<li data-section-id=\"19zzws0\" data-start=\"2422\" data-end=\"2442\">\u30c6\u30ec\u30e1\u30c8\u30ea\u30fc\u30c7\u30fc\u30bf\u751f\u6210\u306e\u305f\u3081\u306eAPI<\/li>\n<li data-section-id=\"6nfgrm\" data-start=\"2443\" data-end=\"2464\">\u30c7\u30fc\u30bf\u51e6\u7406\u30fb\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u306e\u305f\u3081\u306eSDK<\/li>\n<li data-section-id=\"kk6rw2\" data-start=\"2465\" data-end=\"2486\">\u547d\u540d\u3084\u69cb\u9020\u3092\u7d71\u4e00\u3059\u308b\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u898f\u7d04<\/li>\n<\/ul>\n<p data-start=\"2488\" data-end=\"2563\">OpenTelemetry\u3092\u63a1\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u7279\u5b9a\u30d9\u30f3\u30c0\u30fc\u3078\u306e\u4f9d\u5b58\u3092\u907f\u3051\u306a\u304c\u3089\u3001\u3055\u307e\u3056\u307e\u306aObservability\u30c4\u30fc\u30eb\u3068\u306e\u76f8\u4e92\u904b\u7528\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p data-start=\"2565\" data-end=\"2660\">\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306f\u7279\u5b9a\u306e\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u306b\u76f4\u63a5\u63a5\u7d9a\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001OpenTelemetry\u3092\u901a\u3058\u3066\u53ce\u96c6\u3057\u305f\u30c7\u30fc\u30bf\u3092\u3001\u30c8\u30ec\u30fc\u30b9\u57fa\u76e4\u3001\u30e1\u30c8\u30ea\u30af\u30b9\u57fa\u76e4\u3001\u30ed\u30b0\u96c6\u7d04\u30b7\u30b9\u30c6\u30e0\u306a\u3069\u8907\u6570\u306e\u74b0\u5883\u3078\u51fa\u529b\u3067\u304d\u307e\u3059\u3002<\/p>\n<hr data-start=\"2662\" data-end=\"2665\" \/>\n<h2 data-section-id=\"99bmux\" data-start=\"2667\" data-end=\"2697\">\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u8a08\u6e2c\uff08Instrumentation\uff09<\/h2>\n<p data-start=\"2699\" data-end=\"2757\">Instrumentation\u3068\u306f\u3001\u30c6\u30ec\u30e1\u30c8\u30ea\u30fc\u30c7\u30fc\u30bf\u3092\u751f\u6210\u3059\u308b\u305f\u3081\u306b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3078\u8a08\u6e2c\u51e6\u7406\u3092\u7d44\u307f\u8fbc\u3080\u3053\u3068\u3067\u3059\u3002<\/p>\n<p data-start=\"2759\" data-end=\"2774\">\u4e3b\u306b\u6b21\u306e2\u3064\u306e\u65b9\u6cd5\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h3 data-section-id=\"yw25zk\" data-start=\"2776\" data-end=\"2797\">\u624b\u52d5Instrumentation<\/h3>\n<p data-start=\"2799\" data-end=\"2829\">\u958b\u767a\u8005\u304c\u30b3\u30fc\u30c9\u5185\u3067\u660e\u793a\u7684\u306b\u30b9\u30d1\u30f3\u3092\u751f\u6210\u3057\u3001\u5c5e\u6027\u3092\u8ffd\u52a0\u3057\u307e\u3059\u3002<\/p>\n<p data-start=\"2831\" data-end=\"2855\">\u7d30\u304b\u306a\u5236\u5fa1\u304c\u53ef\u80fd\u3067\u3059\u304c\u3001\u5b9f\u88c5\u306e\u624b\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u3002<\/p>\n<h3 data-section-id=\"r9wlrl\" data-start=\"2857\" data-end=\"2878\">\u81ea\u52d5Instrumentation<\/h3>\n<p data-start=\"2880\" data-end=\"2949\">\u30e9\u30a4\u30d6\u30e9\u30ea\u3084\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u5229\u7528\u3057\u3001HTTP\u30b5\u30fc\u30d0\u30fc\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3001\u30e1\u30c3\u30bb\u30fc\u30b8\u30f3\u30b0\u30b7\u30b9\u30c6\u30e0\u306a\u3069\u306b\u5bfe\u3057\u3066\u81ea\u52d5\u3067\u30b9\u30d1\u30f3\u3092\u751f\u6210\u3057\u307e\u3059\u3002<\/p>\n<p data-start=\"2951\" data-end=\"2977\">\u958b\u767a\u5de5\u6570\u3092\u6e1b\u3089\u3057\u3001\u5c0e\u5165\u3092\u52a0\u901f\u3067\u304d\u308b\u306e\u304c\u30e1\u30ea\u30c3\u30c8\u3067\u3059\u3002<\/p>\n<p data-start=\"2979\" data-end=\"3034\">\u52b9\u679c\u7684\u306aInstrumentation\u3067\u306f\u3001\u4e0d\u8981\u306a\u30ce\u30a4\u30ba\u3092\u5897\u3084\u3057\u3059\u304e\u305a\u3001\u5fc5\u8981\u306a\u53ef\u8996\u6027\u3092\u78ba\u4fdd\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n<hr data-start=\"3036\" data-end=\"3039\" \/>\n<h2 data-section-id=\"1ybvkwh\" data-start=\"3041\" data-end=\"3063\">\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30c6\u30ec\u30e1\u30c8\u30ea\u30fc\u5206\u6790\u30c4\u30fc\u30eb<\/h2>\n<p data-start=\"3065\" data-end=\"3092\">\u30c6\u30ec\u30e1\u30c8\u30ea\u30fc\u30c7\u30fc\u30bf\u306f\u53ce\u96c6\u3057\u305f\u3060\u3051\u3067\u306f\u610f\u5473\u304c\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p data-start=\"3094\" data-end=\"3115\">\u4fdd\u5b58\u30fb\u691c\u7d22\u30fb\u53ef\u8996\u5316\u3067\u304d\u308b\u4ed5\u7d44\u307f\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n<p data-start=\"3117\" data-end=\"3150\">\u3053\u306e\u7528\u9014\u3067\u5e83\u304f\u4f7f\u308f\u308c\u3066\u3044\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30c4\u30fc\u30eb\u306b\u306f\u4ee5\u4e0b\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h3 data-section-id=\"mahxp7\" data-start=\"3152\" data-end=\"3193\"><a href=\"https:\/\/www.jaegertracing.io\/\"><span class=\"hover:entity-accent entity-underline inline cursor-pointer align-baseline\"><span class=\"whitespace-normal\">Jaeger<\/span><\/span><\/a><\/h3>\n<p data-start=\"3195\" data-end=\"3227\">\u3082\u3068\u3082\u3068Uber\u306b\u3088\u3063\u3066\u958b\u767a\u3055\u308c\u305f\u5206\u6563\u30c8\u30ec\u30fc\u30b7\u30f3\u30b0\u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002<\/p>\n<p data-start=\"3229\" data-end=\"3246\">\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u5f37\u529b\u306a\u6a5f\u80fd\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<ul data-start=\"3248\" data-end=\"3283\">\n<li data-section-id=\"hrmkw8\" data-start=\"3248\" data-end=\"3258\">\u30c8\u30ec\u30fc\u30b9\u306e\u53ef\u8996\u5316<\/li>\n<li data-section-id=\"3mezmg\" data-start=\"3259\" data-end=\"3271\">\u30b5\u30fc\u30d3\u30b9\u4f9d\u5b58\u95a2\u4fc2\u5206\u6790<\/li>\n<li data-section-id=\"1vfwu9k\" data-start=\"3272\" data-end=\"3283\">\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u76e3\u8996<\/li>\n<\/ul>\n<h3 data-section-id=\"pbzb23\" data-start=\"3285\" data-end=\"3326\"><a href=\"https:\/\/grafana.com\/oss\/tempo\/\"><span class=\"hover:entity-accent entity-underline inline cursor-pointer align-baseline\"><span class=\"whitespace-normal\">Grafana Tempo<\/span><\/span><\/a><\/h3>\n<p data-start=\"3328\" data-end=\"3404\"><span class=\"hover:entity-accent entity-underline inline cursor-pointer align-baseline\"><span class=\"whitespace-normal\">Grafana Labs<\/span><\/span> 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data-end=\"3544\">\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u3092\u4f7f\u3046\u3053\u3068\u3067\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u30c8\u30ec\u30fc\u30b9\u3092\u63a2\u7d22\u3057\u3001\u30ec\u30a4\u30c6\u30f3\u30b7\u554f\u984c\u3092\u898b\u3064\u3051\u3001\u8907\u96d1\u306a\u30b7\u30b9\u30c6\u30e0\u5185\u3067\u30ea\u30af\u30a8\u30b9\u30c8\u304c\u3069\u306e\u3088\u3046\u306b\u6d41\u308c\u3066\u3044\u308b\u304b\u3092\u628a\u63e1\u3067\u304d\u307e\u3059\u3002<\/p>\n<hr data-start=\"3546\" data-end=\"3549\" \/>\n<h2 data-section-id=\"rzedv4\" data-start=\"3551\" data-end=\"3568\">\u306a\u305c\u30c8\u30ec\u30fc\u30b7\u30f3\u30b0\u304c\u91cd\u8981\u306a\u306e\u304b<\/h2>\n<p data-start=\"3570\" data-end=\"3614\">\u30c8\u30ec\u30fc\u30b7\u30f3\u30b0\u306f\u3001\u30ed\u30b0\u3084\u30e1\u30c8\u30ea\u30af\u30b9\u3060\u3051\u3067\u306f\u5f97\u3089\u308c\u306a\u3044\u5206\u6563\u30b7\u30b9\u30c6\u30e0\u5185\u90e8\u306e\u53ef\u8996\u6027\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n<p 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data-end=\"3957\">\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306bInstrumentation\u3092\u65bd\u3057\u3001\u6a19\u6e96\u5316\u3055\u308c\u305fObservability\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u63a1\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u3053\u308c\u307e\u3067\u898b\u3048\u306a\u304b\u3063\u305f\u30b7\u30b9\u30c6\u30e0\u5185\u90e8\u306e\u6319\u52d5\u304c\u898b\u3048\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p data-start=\"3959\" data-end=\"4026\">\u30c8\u30ec\u30fc\u30b7\u30f3\u30b0\u306f\u3001\u500b\u5225\u306e\u30a4\u30d9\u30f3\u30c8\u5358\u4f4d\u306e\u7406\u89e3\u304b\u3089\u3001\u30a8\u30f3\u30c9\u30c4\u30fc\u30a8\u30f3\u30c9\u306e\u30b7\u30b9\u30c6\u30e0\u5168\u4f53\u306e\u53ef\u8996\u5316\u3078\u3068\u3001\u79c1\u305f\u3061\u306e\u30b7\u30b9\u30c6\u30e0\u7406\u89e3\u306e\u65b9\u6cd5\u3092\u5909\u3048\u3066\u304f\u308c\u307e\u3059\u3002<\/p>\n<p data-start=\"4028\" data-end=\"4070\">\u305d\u306e\u7d50\u679c\u3001\u3088\u308a\u9069\u5207\u306a\u5224\u65ad\u304c\u3067\u304d\u3001\u3088\u308a\u5805\u7262\u306a\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u69cb\u7bc9\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p data-start=\"4072\" data-end=\"4174\"><a href=\"https:\/\/learning.lpi.org\/en\/learning-materials\/701-200\/\">DevOps Tools Engineer\u8a8d\u5b9a\u306e\u516c\u5f0fLearning Material<\/a>\u3082\u3001\u305c\u3072\u3054\u78ba\u8a8d\u304f\u3060\u3055\u3044\u3002\u7121\u6599\u3067\u516c\u958b\u3055\u308c\u3066\u304a\u308a\u3001\u8a66\u9a13\u7bc4\u56f2\u3092\u5e45\u5e83\u304f\u30ab\u30d0\u30fc\u3057\u3066\u3044\u307e\u3059\u3002\u5b66\u7fd2\u306e\u6307\u91dd\u3068\u3057\u3066\u975e\u5e38\u306b\u5f79\u7acb\u3064\u5185\u5bb9\u3067\u3059\u3002<\/p>\n<p style=\"text-align: center;\" data-start=\"4176\" data-end=\"4215\" data-is-last-node=\"\" data-is-only-node=\"\"><strong data-start=\"4176\" data-end=\"4215\" data-is-last-node=\"\"><a href=\"https:\/\/www.lpi.org\/ja\/blog\/2026\/04\/21\/devops-tools-introduction-14-log-management-and-analysis\/\">\u300a \u3053\u306e\u30b7\u30ea\u30fc\u30ba\u306e\u524d\u306e\u8a18\u4e8b\u3092\u8aad\u3080<\/a> | <a href=\"https:\/\/www.lpi.org\/ja\/blog\/2026\/05\/05\/devops-tools-introduction-16-taking-the-test\/\">\u3053\u306e\u30b7\u30ea\u30fc\u30ba\u306e\u6b21\u306e\u8a18\u4e8b\u3092\u8aad\u3080 \u300b<\/a><\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>DevOps Tools Introduction #15\uff1a\u5206\u6563\u30c8\u30ec\u30fc\u30b7\u30f3\u30b0\u3068O &#8230; <a href=\"https:\/\/www.lpi.org\/ja\/blog\/2026\/04\/30\/devops-tools-introduction-15-tracing\/\" class=\"button-link\">Read more<\/a><\/p>\n","protected":false},"author":109,"featured_media":37670,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[9],"country":[],"language":[429],"ppma_author":[571,540],"class_list":["post-37987","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-9","language-english-ja"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.2 (Yoast SEO v27.7) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>DevOps\u30c4\u30fc\u30eb\u5165\u9580 #15\uff1a\u5206\u6563\u30c8\u30ec\u30fc\u30b7\u30f3\u30b0\u306e\u57fa\u790e - Linux Professional Institute (LPI)<\/title>\n<meta name=\"description\" content=\"DevOps\u30c4\u30fc\u30eb 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