{"id":8995,"date":"2025-03-05T10:26:43","date_gmt":"2025-03-05T10:26:43","guid":{"rendered":"https:\/\/wpstage.middleware.io\/backend\/prometheus-vs-grafana\/"},"modified":"2025-12-10T10:09:05","modified_gmt":"2025-12-10T10:09:05","slug":"prometheus-vs-grafana","status":"publish","type":"post","link":"https:\/\/stage-site.middleware.io\/ja\/prometheus-vs-grafana\/","title":{"rendered":"Prometheus vs Grafana\uff1a\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306e\u30cb\u30fc\u30ba\u306b\u5408\u3063\u305f\u30c4\u30fc\u30eb\u306f\uff1f"},"content":{"rendered":"\n<p>\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u65e5\u3005\u306e\u904b\u7528\u3067\u30a2\u30af\u30c6\u30a3\u30d6\u306a\u72b6\u614b\u3092\u7dad\u6301\u3059\u308b\u305f\u3081\u306b\u5b9a\u671f\u7684\u306a\u30c1\u30a7\u30c3\u30af\u304c\u5fc5\u8981\u3067\u3059\u3002<a href=\"https:\/\/middleware.io\/blog\/what-is-prometheus\/\">\u30d7\u30ed\u30e1\u30c6\u30a6\u30b9\u306f<\/a>\u3001CPU\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\u3001\u30e1\u30e2\u30ea\u4f7f\u7528\u7387\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u53ce\u96c6\u3092\u901a\u3058\u3066\u30b5\u30fc\u30d0\u30fc\u3092\u76e3\u8996\u3059\u308b\u30b9\u30de\u30fc\u30c8\u30bb\u30f3\u30b5\u30fc\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3068\u3057\u3066\u6a5f\u80fd\u3059\u308b\u3002Graphana \u306f\u3001\u3059\u3079\u3066\u306e\u76e3\u8996\u30c7\u30fc\u30bf\u3092\u8996\u899a\u7684\u304b\u3064\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u8868\u793a\u306b\u5909\u63db\u3059\u308b\u30c7\u30b8\u30bf\u30eb\u30fb\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u30fb\u30eb\u30fc\u30e0\u30fb\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3067\u3059\u3002 <\/p>\n\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u3053\u306e2\u3064\u306e\u30c4\u30fc\u30eb\u306e\u9055\u3044\u3092\u8aac\u660e\u3057\u307e\u3059\u3002\u4e00\u65b9\u306f\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u3001\u3082\u3046\u4e00\u65b9\u306f\u305d\u308c\u3092\u6d88\u5316\u3057\u3084\u3059\u3044\u65b9\u6cd5\u3067\u8868\u793a\u3057\u307e\u3059\u3002<\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-prometheus-vs-grafana-key-differences\">Prometheus\u3068Grafana\u306e\u6bd4\u8f03\uff1a\u4e3b\u306a\u9055\u3044<\/h2>\n\n<p>Prometheus\u306f\u3001\u30bb\u30f3\u30b5\u30fc\u30b7\u30b9\u30c6\u30e0\u306e\u3088\u3046\u306b\u30b5\u30fc\u30d0\u30fc\u3092\u76e3\u8996\u3057\u3001CPU\u3001\u30e1\u30e2\u30ea\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30a2\u30af\u30c6\u30a3\u30d3\u30c6\u30a3\u306a\u3069\u306e\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u8ffd\u8de1\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001SaaS\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u30ec\u30b9\u30dd\u30f3\u30b9\u30bf\u30a4\u30e0\u304c\u9045\u304f\u306a\u3063\u305f\u3068\u304d\u306b<a href=\"https:\/\/middleware.io\/blog\/real-time-alerts\/\">\u8b66\u544a\u3092<\/a>\u51fa\u3059\u305f\u3081\u306b\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002   <\/p>\n\n<p>\u4e00\u65b9\u3001Grafana\u306f\u3001\u6c17\u6e29\u306e\u50be\u5411\u3092\u793a\u3059\u5929\u6c17\u4e88\u5831\u30a2\u30d7\u30ea\u306e\u3088\u3046\u306b\u3001\u3053\u306e\u751f\u30c7\u30fc\u30bf\u3092\u660e\u78ba\u3067\u8996\u899a\u7684\u306a\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306b\u5909\u3048\u308b\u3002<\/p>\n\n<p><strong>\u8a55\u6c7a\uff1a<\/strong>Prometheus\u306f\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306b\u512a\u308c\u3001Grafana\u306f\u53ef\u8996\u5316\u306b\u9069\u3057\u3066\u3044\u308b\u3002<\/p>\n\n<h3 class=\"wp-block-heading\" id=\"h-data-handling-prometheus-vs-grafana\">\u30c7\u30fc\u30bf\u30cf\u30f3\u30c9\u30ea\u30f3\u30b0\uff1aPrometheus\u3068Grafana\u306e\u6bd4\u8f03<\/h3>\n\n<p>\u30d7\u30ed\u30e1\u30c6\u30a6\u30b9\u306f\u3001\u30c7\u30fc\u30bf\u8a18\u9332\u306e\u53ce\u96c6\u3068\u7dad\u6301\u306b\u512a\u308c\u3066\u3044\u308b\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u3059\u3079\u3066\u306e\u30b7\u30b9\u30c6\u30e0\u5909\u66f4\u3092\u8a18\u9332\u3059\u308b\u305f\u3081\u3001\u76e3\u8996\u30ab\u30e1\u30e9\u3068\u540c\u69d8\u306b\u52d5\u4f5c\u3059\u308b\u3002   <\/p>\n\n<p>Grafana\u306f\u3001Prometheus\uff08\u307e\u305f\u306f\u4ed6\u306e\u30bd\u30fc\u30b9\uff09\u304b\u3089\u65e2\u5b58\u306e\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3057\u3066\u8996\u899a\u7684\u306a\u51fa\u529b\u3092\u4f5c\u6210\u3059\u308b\u305f\u3081\u3001\u8868\u793a\u30c4\u30fc\u30eb\u3068\u3057\u3066\u6a5f\u80fd\u3059\u308b\u3002\u8a73\u7d30\u306a\u30ed\u30b0\u30d6\u30c3\u30af\u30a8\u30f3\u30c8\u30ea\u30fc\u3092\u30ec\u30d3\u30e5\u30fc\u3059\u308b\u969b\u3001Prometheus\u306f\u305d\u308c\u3089\u3092\u8aad\u307f\u3084\u3059\u3044\u30c1\u30e3\u30fc\u30c8\u306b\u7c21\u7565\u5316\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u554f\u984c\u3092\u7279\u5b9a\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002 <\/p>\n\n<p><strong>\u8a55\u6c7a\uff1a<\/strong>Prometheus\u306f\u751f\u306e\u30c7\u30fc\u30bf\u53ce\u96c6\u3067\u52dd\u3061\u3001Grafana\u306f\u305d\u306e\u30c7\u30fc\u30bf\u3092\u660e\u78ba\u306b\u63d0\u793a\u3059\u308b\u3053\u3068\u3067\u52dd\u3064\u3002<\/p>\n\n<h3 class=\"wp-block-heading\" id=\"h-standalone-functionality-of-grafana-vs-prometheus\">Grafana\u306e\u30b9\u30bf\u30f3\u30c9\u30a2\u30ed\u30f3\u6a5f\u80fd\u3068Prometheus\u306e\u6bd4\u8f03<\/h3>\n\n<p>Prometheus\u3068Grafana\u306e\u30c4\u30fc\u30eb\u306f\u3001\u305d\u306e\u72ec\u7acb\u3057\u305f\u904b\u7528\u7279\u6027\u304c\u7570\u306a\u308b\u3002Prometheus\u306f\u72ec\u7acb\u3057\u3066\u52d5\u4f5c\u3059\u308b\u3002\u3053\u306e\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u4eba\u9593\u306e\u76e3\u7763\u8005\u306b\u4f9d\u5b58\u3059\u308b\u3053\u3068\u306a\u304f\u3001\u30c7\u30fc\u30bf\u4fdd\u5b58\u3084\u901a\u77e5\u751f\u6210\u3068\u4e26\u884c\u3057\u3066\u53ce\u96c6\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3059\u308b\u3002    <\/p>\n\n<p>Grafana\u306f\u3001\u305d\u306e\u60c5\u5831\u3092\u5f97\u308b\u305f\u3081\u306bPrometheus\u3092\u901a\u3057\u3066\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u5fc5\u8981\u3068\u3059\u308b\u3002\u3053\u306e\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u30c7\u30b8\u30bf\u30eb\u753b\u50cf\u8868\u793a\u3068\u540c\u3058\u3088\u3046\u306b\u52d5\u4f5c\u3057\u3001\u753b\u9762\u306b\u5165\u529b\u3059\u308b\u305f\u3081\u306b\u96fb\u8a71\u30d9\u30fc\u30b9\u306e\u5206\u6790\u3092\u5fc5\u8981\u3068\u3059\u308b\u3002 <\/p>\n\n<p><strong>\u8a55\u6c7a\uff1a<\/strong>Prometheus\u306f\u5358\u72ec\u3067\u6a5f\u80fd\u3059\u308b\u304c\u3001Grafana\u304c\u8f1d\u304f\u306b\u306f\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304c\u5fc5\u8981\u3060\u3002<\/p>\n\n<h3 class=\"wp-block-heading\" id=\"h-flexibility-and-extensibility-in-grafana-and-prometheus\">Grafana\u3068Prometheus\u306e\u67d4\u8edf\u6027\u3068\u62e1\u5f35\u6027<\/h3>\n\n<p>Prometheus\u306f\u30b7\u30b9\u30c6\u30e0\u30e1\u30c8\u30ea\u30af\u30b9\u306e\u53ce\u96c6\u306b\u7279\u5316\u3057\u3066\u304a\u308a\u3001\u305d\u308c\u4ee5\u5916\u306e\u30c7\u30fc\u30bf\u53ce\u96c6\u6a5f\u80fd\u306f\u6301\u3063\u3066\u3044\u306a\u3044\u3002Grafana\u306f\u30d3\u30b8\u30e5\u30a2\u30eb\u306a<a href=\"https:\/\/middleware.io\/blog\/what-is-application-performance-monitoring\/\">\u30b7\u30b9\u30c6\u30e0\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u76e3\u8996\u3092<\/a>\u53ef\u80fd\u306b\u3057\u3001Prometheus\u306f\u6df1\u3044\u5206\u6790\u30c7\u30fc\u30bf\u3092\u63d0\u4f9b\u3059\u308b\u3002 <\/p>\n\n<p>Grafana\u306f\u3001Prometheus\u4ee5\u5916\u306e\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u63a5\u7d9a\u3092\u53ef\u80fd\u306b\u3059\u308b\u305f\u3081\u3001\u9069\u5fdc\u53ef\u80fd\u306a\u30b7\u30b9\u30c6\u30e0\u3068\u3057\u3066\u6a5f\u80fd\u3059\u308b\u3002\u3053\u306e\u30c4\u30fc\u30eb\u306f\u3001\u30c6\u30ec\u30d3\u30b7\u30b9\u30c6\u30e0\u3068\u97f3\u97ff\u6a5f\u5668\u3092\u540c\u6642\u306b\u7ba1\u7406\u3059\u308b\u30c7\u30d0\u30a4\u30b9\u306e\u3088\u3046\u306b\u3001\u4e00\u5bfe\u4e00\u306e\u30ea\u30e2\u30fc\u30c8\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u3002 <\/p>\n\n<p><strong>\u8a55\u6c7a\uff1a<\/strong>Grafana\u306f\u3001\u305d\u306e\u6c4e\u7528\u6027\u3068\u69d8\u3005\u306a\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u7d71\u5408\u80fd\u529b\u3067\u52dd\u308b\u3002<\/p>\n\n<h3 class=\"wp-block-heading\" id=\"h-integration-approach-in-prometheus-vs-grafana\">Prometheus\u3068Grafana\u306e\u7d71\u5408\u30a2\u30d7\u30ed\u30fc\u30c1<\/h3>\n\n<p>Prometheus\u3068Grafana\u306e\u7d71\u5408\u306f\u7c21\u5358\u3060\uff1aPrometheus\u304c<a href=\"https:\/\/middleware.io\/product\/metrics\/\">\u30e1\u30c8\u30ea\u30af\u30b9\u3092<\/a>\u53ce\u96c6\u3059\u308b\u3002Grafana\u306f\u305d\u306e\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u3066\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u69cb\u7bc9\u3059\u308b\u3002\u3053\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u3088\u308a\u3001\u7cbe\u5bc6\u306a\u30bb\u30f3\u30b5\u30fc\u30b7\u30b9\u30c6\u30e0\u3068\u76f4\u611f\u7684\u306a\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u30d1\u30cd\u30eb\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u3088\u3046\u306a\u3001\u5805\u7262\u306a\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3068\u53ef\u8996\u5316\u304c\u53ef\u80fd\u306b\u306a\u308b\u3002  <\/p>\n\n<p><strong>\u8a55\u6c7a\uff1a<\/strong>\u4e21\u8005\u3068\u3082\u3001\u30c7\u30fc\u30bf\u53ce\u96c6\u306e\u305f\u3081\u306ePrometheus\u3068\u3001\u305d\u306e\u30c7\u30fc\u30bf\u3092\u8868\u793a\u3059\u308b\u305f\u3081\u306eGrafana\u3092\u7d71\u5408\u3057\u305f\u3068\u304d\u306b\u6700\u3082\u3046\u307e\u304f\u6a5f\u80fd\u3059\u308b\u3002<\/p>\n\n<h3 class=\"wp-block-heading\" id=\"h-use-cases-of-prometheus-vs-grafana\">Prometheus\u3068Grafana\u306e\u4f7f\u7528\u4f8b<\/h3>\n\n<p>Prometheus\u306f\u3001<a href=\"https:\/\/middleware.io\/blog\/containerization\/\">\u30b3\u30f3\u30c6\u30ca\u5316\u3055\u308c\u305f<\/a>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084<a href=\"https:\/\/middleware.io\/blog\/microservices-architecture\/\">\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u306e<\/a>\u3088\u3046\u306a\u74b0\u5883\u306b\u304a\u3051\u308b<a href=\"https:\/\/middleware.io\/blog\/what-is-real-user-monitoring\/\">\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3084<\/a>\u81ea\u52d5\u5316\u3055\u308c\u305f\u30a2\u30e9\u30fc\u30c8\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n<p>Grafana\u306f\u3001\u30a8\u30b0\u30bc\u30af\u30c6\u30a3\u30d6\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3084\u904e\u53bb\u306e\u30c8\u30ec\u30f3\u30c9\u5206\u6790\u306e\u4f5c\u6210\u3067\u8f1d\u304d\u3092\u653e\u3061\u3001\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u30d3\u30b8\u30cd\u30b9\u4e0a\u306e\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u306e\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n<p><strong>\u7d50\u8ad6<\/strong>\u30e9\u30a4\u30d6\u306e\u30b7\u30b9\u30c6\u30e0\u30d8\u30eb\u30b9\u306b\u306fPrometheus\u3092\u4f7f\u3044\u3001\u6df1\u3044\u6d1e\u5bdf\u3068\u904e\u53bb\u306e\u30c8\u30ec\u30f3\u30c9\u306b\u306fGrafana\u3092\u4f7f\u3046\u3002<\/p>\n\n<h3 class=\"wp-block-heading\" id=\"h-scaling-challenges-in-prometheus-and-grafana\">Prometheus\u3068Grafana\u306b\u304a\u3051\u308b\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u306e\u8ab2\u984c<\/h3>\n\n<p>Prometheus\u306f\u3001\u7279\u306b\u9577\u671f\u7684\u306a\u30c7\u30fc\u30bf\u4fdd\u6301\u3084\u30ab\u30fc\u30c7\u30a3\u30ca\u30ea\u30c6\u30a3\u306e\u9ad8\u3044\u30e1\u30c8\u30ea\u30af\u30b9\u306a\u3069\u3001\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u6642\u306b\u8ab2\u984c\u306b\u76f4\u9762\u3059\u308b\u3053\u3068\u304c\u3042\u308b\u3002\u30d5\u30a7\u30c7\u30ec\u30fc\u30b7\u30e7\u30f3\u3084\u30b7\u30e3\u30fc\u30c7\u30a3\u30f3\u30b0\u306e\u3088\u3046\u306a\u6280\u8853\u306f\u52a9\u3051\u306b\u306a\u308b\u304c\u3001\u8907\u96d1\u3055\u304c\u5897\u3059\u3002 <\/p>\n\n<p>Grafana\u306f\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u7d71\u5408\u3059\u308b\u3053\u3068\u306b\u512a\u308c\u3066\u3044\u308b\u304c\u3001\u3042\u307e\u308a\u306b\u3082\u591a\u304f\u306e\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u304c\u7d44\u307f\u5408\u308f\u3055\u308c\u308b\u3068\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u904e\u8ca0\u8377\u3067\u82e6\u52b4\u3059\u308b\u304b\u3082\u3057\u308c\u306a\u3044\u3002<\/p>\n\n<p><strong>\u8a55\u6c7a\uff1a<\/strong>\u3069\u3061\u3089\u306e\u30c4\u30fc\u30eb\u3082\u3001\u52b9\u679c\u7684\u306b\u62e1\u5f35\u3059\u308b\u306b\u306f\u614e\u91cd\u306a\u8a08\u753b\u304c\u5fc5\u8981\u3067\u3042\u308a\u3001Prometheus\u306f\u30c7\u30fc\u30bf\u7ba1\u7406\u306e\u305f\u3081\u306e\u6226\u7565\u304c\u5fc5\u8981\u3067\u3042\u308a\u3001Grafana\u306f\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u7ba1\u7406\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002<\/p>\n\n<p><strong>Prometheus\u3068Grafana\u306e\u7c21\u5358\u306a\u6bd4\u8f03\u3067\u3059\uff1a<\/strong><\/p>\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXfKKo2qGq7IIxEreSty5CSsVCjtsPUu-beWustnuI3eprzeLpgsIWVGD_LLkalh1Pfx1VOzQZUwbjldAMXkQs7ZQg965KHhGrCGiQyx4zvpavd2iggIFFYQ_UuJ8qpdLbUKMKEdLQ?key=-wAd2lv5RhIfMwgbTbjiVcno\" alt=\"\"\/><\/figure>\n\n<h2 class=\"wp-block-heading\" id=\"h-prometheus-vs-grafana-which-one-is-right-for-you\">Prometheus vs Grafana\uff1a\u3042\u306a\u305f\u306b\u5408\u3046\u306e\u306f\u3069\u3061\u3089\uff1f<\/h2>\n\n<p><strong>Prometheus\u3068Grafana\u306e<\/strong>\u3069\u3061\u3089\u3092\u9078\u3076\u304b\u306f\u3001\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306e\u30cb\u30fc\u30ba\u3001\u30c1\u30fc\u30e0\u306e\u898f\u6a21\u3001\u65e2\u5b58\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u305d\u308c\u305e\u308c\u306e\u30c4\u30fc\u30eb\u3092\u3044\u3064\u4f7f\u3046\u3079\u304d\u304b\u3092\u8aac\u660e\u3059\u308b\uff1a <\/p>\n\n<h3 class=\"wp-block-heading\" id=\"h-when-to-use-prometheus\">\u30d7\u30ed\u30e1\u30c6\u30a6\u30b9\u306e\u4f7f\u7528\u6642\u671f<\/h3>\n\n<ul>\n<li>\u30e9\u30a4\u30d6\u30b7\u30b9\u30c6\u30e0\u76e3\u8996\u3068\u8b66\u544a\u6a5f\u80fd\u306f\u3001\u30d7\u30ed\u30e1\u30c6\u30a6\u30b9\u306e\u9023\u7d9a\u7684\u306a\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u53ce\u96c6\u3068\u4fdd\u5b58\u30b7\u30b9\u30c6\u30e0\u306b\u3088\u3063\u3066\u6700\u9069\u306b\u51e6\u7406\u3055\u308c\u308b\u3002<\/li>\n\n\n\n<li>Prometheus\u30b5\u30fc\u30d3\u30b9\u306f\u3001\u30dd\u30c3\u30c9\u3001\u30b5\u30fc\u30d3\u30b9\u3001\u30ce\u30fc\u30c9\u304b\u3089\u30c7\u30fc\u30bf\u30dd\u30a4\u30f3\u30c8\u3092\u62bd\u51fa\u3059\u308b\u305f\u3081\u3001Kubernetes\u3068\u540c\u69d8\u306b\u512a\u308c\u305f<a href=\"https:\/\/middleware.io\/blog\/what-is-infrastructure-monitoring\/\">\u30a4\u30f3\u30d5\u30e9\u76e3\u8996<\/a>\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u3002<\/li>\n\n\n\n<li>\u81ea\u52d5\u30a2\u30e9\u30fc\u30c8\u6a5f\u80fd\u30d3\u30eb\u30c8\u30a4\u30f3\u306e\u30a2\u30e9\u30fc\u30c8\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u306f\u3001\u4e8b\u524d\u306b\u5b9a\u7fa9\u3055\u308c\u305f\u3057\u304d\u3044\u5024\u306b\u9055\u53cd\u3057\u305f\u5834\u5408\u3001\u5373\u5ea7\u306b\u30c1\u30fc\u30e0\u306b\u901a\u77e5\u3057\u3001\u5fdc\u7b54\u6642\u9593\u3092\u77ed\u7e2e\u3057\u307e\u3059\u3002 <\/li>\n\n\n\n<li>\u9650\u3089\u308c\u305f\u8996\u899a\u5316\u6a5f\u80fd\u3002\u30d7\u30ed\u30e1\u30c6\u30a6\u30b9\u306b\u306f\u57fa\u672c\u7684\u306a\u30b0\u30e9\u30d5\u4f5c\u6210\u6a5f\u80fd\u306f\u3042\u308b\u304c\u3001\u9ad8\u5ea6\u306a\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u304c\u306a\u3044\u305f\u3081\u3001\u8996\u899a\u7684\u306b\u50be\u5411\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u304c\u96e3\u3057\u3044\u3002 <\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\" id=\"h-when-to-use-grafana\">Grafana\u306e\u4f7f\u7528\u6642\u671f<\/h3>\n\n<ul>\n<li>\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\u3068\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u4f5c\u6210\u306f\u3001Grafana\u3067\u6700\u9ad8\u306e\u6a5f\u80fd\u3092\u767a\u63ee\u3057\u307e\u3059\u3002Grafana\u306f\u3001\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u30b0\u30e9\u30d5\u30a3\u30ab\u30eb\u306a\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306b\u5909\u63db\u3057\u3001\u30b7\u30b9\u30c6\u30e0\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6642\u7cfb\u5217\u3067\u5206\u6790\u3059\u308b\u304b\u3089\u3067\u3059\u3002<\/li>\n\n\n\n<li>Grafana\u306f\u3001Prometheus\u306e\u3088\u3046\u306a\u591a\u304f\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u63a5\u7d9a\u3092\u30e1\u30a4\u30f3\u30bd\u30fc\u30b9\u3068\u3057\u3066\u3001MySQL\u3001Elasticsearch\u3001Loki\u3001\u305d\u306e\u4ed6\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3078\u306e\u62e1\u5f35\u3092\u53ef\u80fd\u306b\u3059\u308b\u3002<\/li>\n\n\n\n<li>Prometheus\u304c\u9650\u5b9a\u7684\u306a\u30c7\u30fc\u30bf\u4fdd\u6301\u6a5f\u80fd\u3092\u7dad\u6301\u3057\u3066\u3044\u308b\u306e\u306b\u5bfe\u3057\u3066\u3001Grafana\u306f\u5c65\u6b74\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u3092\u7dad\u6301\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u9577\u671f\u7684\u306a\u30c8\u30ec\u30f3\u30c9\u304c\u3088\u308a\u53ef\u8996\u5316\u3055\u308c\u308b\u3002<\/li>\n\n\n\n<li>\u610f\u601d\u6c7a\u5b9a\u8005\u306f\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u304b\u3089\u5229\u76ca\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u306a\u305c\u306a\u3089\u3001\u30c1\u30fc\u30e0\u306f\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u69cb\u7bc9\u3057\u3001\u5b9f\u884c\u53ef\u80fd\u306a\u30b7\u30b9\u30c6\u30e0\u60c5\u5831\u3092\u63d0\u793a\u3057\u3066\u3001\u3088\u308a\u826f\u3044\u7d4c\u55b6\u8005\u306e\u9078\u629e\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u304b\u3089\u3060\u3002<\/li>\n<\/ul>\n\n<h2 class=\"wp-block-heading\" id=\"h-best-practices-for-prometheus-and-grafana\">Prometheus\u3068Grafana\u306e\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9<\/h2>\n\n<p>\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3092\u52b9\u7387\u7684\u306b\u62e1\u5f35\u3059\u308b\u306b\u306f\u3001Prometheus\u3092\u6700\u9069\u5316\u3057\u3066\u30c7\u30fc\u30bf\u53ce\u96c6\u3092\u9ad8\u901f\u5316\u3057\u3001Grafana\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u660e\u5feb\u306b\u69cb\u6210\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u6d1e\u5bdf\u304c\u4fdd\u8a3c\u3055\u308c\u3001\u751f\u306e\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u5b9f\u7528\u7684\u306a\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u5909\u3048\u308b\u3068\u540c\u6642\u306b\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u5fdc\u7b54\u6027\u3068\u52b9\u7387\u3092\u7dad\u6301\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 <\/p>\n\n<h3 class=\"wp-block-heading\" id=\"h-setting-up-prometheus-for-optimal-performance\">\u6700\u9069\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5f97\u308b\u305f\u3081\u306e\u30d7\u30ed\u30e1\u30c6\u30a6\u30b9\u306e\u8a2d\u5b9a<\/h3>\n\n<p>\u6700\u9069\u5316\u3055\u308c\u305fPrometheus\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u306b\u3088\u308a\u3001\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf\u53ce\u96c6\u3001\u6700\u5c0f\u9650\u306e\u30ea\u30bd\u30fc\u30b9\u4f7f\u7528\u3001\u52b9\u679c\u7684\u306a\u30a2\u30e9\u30fc\u30c8\u304c\u4fdd\u8a3c\u3055\u308c\u307e\u3059\u3002  <\/p>\n\n<h4 class=\"wp-block-heading\" id=\"h-optimizing-prometheus-for-performance\">\u30d7\u30ed\u30e1\u30c6\u30a6\u30b9\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6700\u9069\u5316\u3059\u308b<\/h4>\n\n<ul>\n<li><strong>\u30b9\u30af\u30ec\u30a4\u30d7\u306e\u9593\u9694\uff1a<\/strong>\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u306e\u591a\u3044\u30a2\u30d7\u30ea\u306b\u306f5\u79d2\uff5e15\u79d2\u3001\u3042\u307e\u308a\u52d5\u7684\u3067\u306a\u3044\u30e1\u30c8\u30ea\u30af\u30b9\u306b\u306f30\u79d2\uff5e1\u5206\u3092\u4f7f\u7528\u3057\u3001\u7cbe\u5ea6\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u30d0\u30e9\u30f3\u30b9\u3092\u3068\u308b\u3002<\/li>\n\n\n\n<li><strong>\u30e1\u30c8\u30ea\u30c3\u30af\u306e\u30ab\u30fc\u30c7\u30a3\u30ca\u30ea\u30c6\u30a3\u3092\u5236\u9650\u3059\u308b\uff1a<\/strong>\u30ab\u30fc\u30c7\u30a3\u30ca\u30ea\u30c6\u30a3\u306e\u9ad8\u3044\u30e9\u30d9\u30eb\uff08user_id\u306a\u3069\uff09\u3092\u907f\u3051\u3001\u96c6\u7d04\u3055\u308c\u305f\u30e9\u30d9\u30eb\uff08status_code\u3001endpoint\uff09\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30e1\u30e2\u30ea\u4f7f\u7528\u91cf\u3068\u30af\u30a8\u30ea\u8ca0\u8377\u3092\u524a\u6e1b\u3059\u308b\u3002<\/li>\n\n\n\n<li><strong>\u8a18\u9332\u30eb\u30fc\u30eb\u306e\u4f7f\u7528\uff1a<\/strong>\u983b\u7e41\u306a\u30af\u30a8\u30ea\u3092\u4e8b\u524d\u306b\u8a08\u7b97\u3057\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u9ad8\u901f\u5316\u3068\u52b9\u7387\u7684\u306a\u30a2\u30e9\u30fc\u30c8\u3092\u5b9f\u73fe\u3002<\/li>\n\n\n\n<li><strong>\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\uff1a<\/strong>\u3088\u308a\u591a\u304f\u306e\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3057\u3001Prometheus\u3092\u5186\u6ed1\u306b\u7a3c\u52d5\u3055\u305b\u7d9a\u3051\u308b\u305f\u3081\u306b\u3001<strong>\u30d5\u30a7\u30c7\u30ec\u30fc\u30b7\u30e7\u30f3\u306f<\/strong>\u8907\u6570\u306e\u30b5\u30fc\u30d0\u30fc\u304b\u3089\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u4e00\u7b87\u6240\u306b\u96c6\u3081\u3001\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3092\u5bb9\u6613\u306b\u3057\u307e\u3059\u3002<strong>\u30b7\u30e3\u30fc\u30c7\u30a3\u30f3\u30b0\u306f<\/strong>\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092\u7570\u306a\u308b\u30b5\u30fc\u30d0\u30fc\u306b\u5206\u6563\u3057\u3001\u904e\u8ca0\u8377\u3092\u9632\u304e\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u65b9\u6cd5\u306f\u3001Prometheus\u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3068\u4fe1\u983c\u6027\u306e\u7dad\u6301\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002 <\/li>\n<\/ul>\n\n<h4 class=\"wp-block-heading\" id=\"h-designing-grafana-dashboards-nbsp-nbsp\">Grafana\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u30c7\u30b6\u30a4\u30f3\u3059\u308b  <\/h4>\n\n<p>\u9069\u5207\u306b\u6574\u7406\u3055\u308c\u305f\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3 KPI \u3084\u30d3\u30b8\u30cd\u30b9 KPI \u3068\u306f\u5225\u306b\u30a4\u30f3\u30d5\u30e9 KPI \u3092\u6301\u3064\u3079\u304d\u3067\u3042\u308b\u3002Barely Trends\u304c\u4f7f\u7528\u3059\u308b\u6298\u308c\u7dda\u30b0\u30e9\u30d5\u306f\u3001\u3088\u308a\u826f\u3044\u5206\u6790\u306e\u305f\u3081\u306b\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u30b0\u30eb\u30fc\u30d7\u5316\u3059\u308b\u30d1\u30bf\u30fc\u30f3\u3092\u4f7f\u7528\u3059\u308b\u30d2\u30fc\u30c8\u30de\u30c3\u30d7\u3068\u4e00\u7dd2\u306b\u30c8\u30ec\u30f3\u30c9\u3092\u8868\u793a\u3059\u308b\u3002\u30e6\u30fc\u30b6\u30fc\u306f\u3001\u30a4\u30d9\u30f3\u30c8\u6ce8\u91c8\u306e\u4f5c\u6210\u306b\u52a0\u3048\u3001\u30a2\u30e9\u30fc\u30c8\u3092\u8a2d\u5b9a\u3059\u308b\u6a5f\u80fd\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u518d\u8a2d\u8a08\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u5358\u7d14\u306a\u30af\u30a8\u30ea\u69cb\u9020\u3092\u8a18\u8ff0\u3059\u308b\u969b\u306b\u3001Prometheus\u306e\u8a18\u9332\u30eb\u30fc\u30eb\u3068Grafana\u306e\u6642\u9593\u7bc4\u56f2\u6a5f\u80fd\u306e\u7d44\u307f\u5408\u308f\u305b\u306b\u3088\u308a\u3001\u3088\u308a\u826f\u3044\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u3002     <\/p>\n\n<h4 class=\"wp-block-heading\" id=\"h-managing-prometheus-data-retention-nbsp-nbsp\">\u30d7\u30ed\u30e1\u30c6\u30a6\u30b9\u306e\u30c7\u30fc\u30bf\u4fdd\u6301\u7ba1\u7406  <\/h4>\n\n<p>Prometheus \u306e\u30e6\u30fc\u30b6\u30fc\u306f\u3001<code>--storage.tsdb.retention.time<\/code>` \u30b3\u30de\u30f3\u30c9\u3067\u30c7\u30fc\u30bf\u4fdd\u5b58\u671f\u9593\u3092\u7ba1\u7406\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002Thanos\u3068Cortex\u306fVictoriaMetrics\u3068\u4e26\u3093\u3067\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u6a5f\u80fd\u3092\u6709\u3057\u3066\u304a\u308a\u3001\u5727\u7e2e\u52b9\u679c\u304c\u5f97\u3089\u308c\u308b\u305f\u3081\u3001\u9577\u671f\u9593\u306e\u30c7\u30fc\u30bf\u4fdd\u5b58\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306fVictoriaMetrics\u3068\u540c\u69d8\u306bThanos\u3068Cortex\u306b\u9650\u5b9a\u3055\u308c\u308b\u3002TSDB\u306b\u304a\u3051\u308b\u30b7\u30b9\u30c6\u30e0\u306e\u5b89\u5b9a\u6027\u3068\u30c7\u30fc\u30bf\u30b9\u30c8\u30ec\u30fc\u30b8\u306e\u30d6\u30ed\u30c3\u30af\u30b3\u30f3\u30d1\u30af\u30b7\u30e7\u30f3\u306f\u3001\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u3055\u308c\u305f\u76e3\u8996\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\u306b\u4f9d\u5b58\u3059\u308b\u30de\u30fc\u30b8\u30d7\u30ed\u30bb\u30b9\u3092\u901a\u3058\u3066\u884c\u308f\u308c\u308b\u3002  <\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-how-prometheus-and-grafana-work-together\">Prometheus\u3068Grafana\u306e\u9023\u643a\u65b9\u6cd5<\/h2>\n\n<p>Prometheus\u306f\u3001\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u306a\u304c\u3089\u76e3\u8996\u30c4\u30fc\u30eb\u3068\u3057\u3066\u52d5\u4f5c\u3059\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002Prometheus\u306e\u30d7\u30eb\u30d9\u30fc\u30b9\u306e\u53ce\u96c6\u30b7\u30b9\u30c6\u30e0\u306f\u3001CPU\u3084\u30e1\u30e2\u30ea\u30c7\u30fc\u30bf\u306a\u3069\u306e\u30b7\u30b9\u30c6\u30e0\u30e1\u30c8\u30ea\u30af\u30b9\u3084\u8a08\u6e2c\u7d71\u8a08\u3092\u53d6\u5f97\u3057\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306a\u8a55\u4fa1\u3092\u53ef\u80fd\u306b\u3059\u308b\u3002\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306eGrafana\u306f\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u60c5\u5831\u306e\u53ef\u8996\u5316\u306b\u3088\u308a\u3001Prometheus\u30c7\u30fc\u30bf\u306e\u52b9\u7387\u7684\u306a\u7570\u5e38\u691c\u77e5\u3092\u53ef\u80fd\u306b\u3057\u3001DevOps\u30c1\u30fc\u30e0\u306e\u50be\u5411\u76e3\u8996\u3092\u652f\u63f4\u3059\u308b\u3002\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u304c\u7d71\u5408\u3055\u308c\u308b\u3053\u3068\u3067\u3001DevOps\u904b\u7528\u306e\u305f\u3081\u306e\u9ad8\u5ea6\u306a\u30b7\u30b9\u30c6\u30e0\u89b3\u6e2c\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u304c\u5b9f\u73fe\u3057\u307e\u3059\u3002   <\/p>\n\n<h3 class=\"wp-block-heading\" id=\"h-step-by-step-guide-to-connecting-prometheus-and-grafana\">Prometheus\u3068Grafana\u3092\u63a5\u7d9a\u3059\u308b\u305f\u3081\u306e\u30b9\u30c6\u30c3\u30d7\u30d0\u30a4\u30b9\u30c6\u30c3\u30d7\u30ac\u30a4\u30c9<\/h3>\n\n<p>Docker\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001Prometheus\u3068Grafana\u306e\u7d71\u5408\u306b\u3088\u308b\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3068\u53ef\u8996\u5316\u3092\u78ba\u7acb\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u30ac\u30a4\u30c9\u3067\u306f\u3001\u3059\u3079\u3066\u306e\u30c6\u30b9\u30c8\u30b7\u30ca\u30ea\u30aa\u3067\u6a19\u6e96\u7684\u306a\u30c7\u30d7\u30ed\u30a4\u30d7\u30ed\u30bb\u30b9\u3092\u7dad\u6301\u3059\u308b\u624b\u6bb5\u3068\u3057\u3066\u3001Prometheus\u3068Grafana\u306eDocker\u30b3\u30f3\u30c6\u30ca\u3092\u5b9f\u88c5\u3059\u308b\u3088\u3046\u8aad\u8005\u306b\u6307\u793a\u3057\u307e\u3059\u3002<code>prometheus.yml<\/code>`\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002\u3053\u306e\u30d5\u30a1\u30a4\u30eb\u306f\u3001Prometheus\u304c\u3069\u306e\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u3069\u3053\u304b\u3089\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3059\u308b\u304b\u3092\u5b9a\u7fa9\u3057\u307e\u3059\u3002\u4ee5\u4e0b\u304c\u305d\u306e\u8a2d\u5b9a\u3067\u3059\uff1a    <\/p>\n\n<pre class=\"wp-block-code\"><code>global:\n\n&nbsp;&nbsp;scrape_interval: 15s&nbsp;&nbsp;\n\nscrape_configs:\n\n&nbsp;&nbsp;- job_name: 'prometheus'\n\n&nbsp;&nbsp;&nbsp;&nbsp;static_configs:\n\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;- targets: &#91;'localhost:9090']\n\n&nbsp;&nbsp;- job_name: 'node-exporter'&nbsp;&nbsp;\n\n&nbsp;&nbsp;&nbsp;&nbsp;static_configs:\n\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;- targets: &#91;'node-exporter:9100']<\/code><\/pre>\n\n<p>Prometheus \u306f\u30ce\u30fc\u30c9\u30b9\u30af\u30ec\u30fc\u30d1\u30fc\u30a4\u30d9\u30f3\u30c8\u3092 `<code>prometheus.yml<\/code>` \u8a2d\u5b9a\u3067 15 \u79d2\u306e\u30d7\u30ea\u30bb\u30c3\u30c8\u3067\u52d5\u4f5c\u3055\u305b\u308b\u3002Prometheus \u306f\u30dd\u30fc\u30c8 `<code>localhost:9090<\/code>` \u3092\u4f7f\u3063\u3066\u5185\u90e8\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u76e3\u8996\u3057\u3001`<code>node-exporter:9100<\/code>` \u3078\u306e\u63a5\u7d9a\u3092\u901a\u3058\u3066\u30b7\u30b9\u30c6\u30e0\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u8ffd\u8de1\u3059\u308b\u3002   <\/p>\n\n<p>9090`\u30dd\u30fc\u30c8\u3067Prometheus\u30b5\u30fc\u30d0\u30fc\u3092\u8d77\u52d5\u3059\u308b\u306b\u306f\u3001\u3053\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\uff1a<\/p>\n\n<pre class=\"wp-block-code\"><code>docker run -d --name=prometheus \\\n\n&nbsp;&nbsp;-p 9090:9090 \\\n\n&nbsp;&nbsp;-v $(pwd)\/prometheus.yml:\/etc\/prometheus\/prometheus.yml \\\n\n&nbsp;&nbsp;prom\/Prometheus<\/code><\/pre>\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXfBi_bn3MJGxj584AreOdW-cwfw7pBV_BrbAOIAUjS81PDDleJFklUgkgMFMl4WaAtxeoNnRyo769FyY5jzeg-T9o9Pals4MUD9o5A34NbZt7ncbCmu3n5ylpHJ3883R7vlJugW-w?key=-wAd2lv5RhIfMwgbTbjiVcno\" alt=\"\"\/><\/figure>\n\n<p>\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3092\u78ba\u8a8d\u3059\u308b\u306b\u306f <a href=\"http:\/\/localhost:9090\"><strong>http:\/\/localhost:9090<\/strong><\/a>\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u6b21\u306b\u3001\u30b9\u30c6\u30fc\u30bf\u30b9\u306b\u79fb\u52d5\u3057\u3001\u300c\u30bf\u30fc\u30b2\u30c3\u30c8\u306e\u5065\u5168\u6027\u300d\u3092\u9078\u629e\u3057\u3066\u3001\u30e1\u30c8\u30ea\u30af\u30b9\u304c\u6b63\u5e38\u306b\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3055\u308c\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002 <\/p>\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXeavDBFRHRBH3cr5RVRJH4r-gi0AsvZK_TfsfH1eSOsP5Hii4sa3QQOJE2yEx2VH9Df3GavMGnxDlYIm_HrciB57sSvApWOKys-dOWCWxfcAau5qp5QEU0bSw2Gw8sGDmRonsnM0A?key=-wAd2lv5RhIfMwgbTbjiVcno\" alt=\"\"\/><\/figure>\n\n<p>\u3053\u308c\u306f\u3001Kubernetes\u30b9\u30af\u30ec\u30a4\u30d7\u30bf\u30fc\u30b2\u30c3\u30c8\u3092\u30ea\u30b9\u30c8\u3057\u305fPrometheus Targets\u30da\u30fc\u30b8\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002UP &#8220;\u30b9\u30c6\u30fc\u30bf\u30b9\u304c\u793a\u3059\u3088\u3046\u306b\u3001<code>Kubernetes-nodes<\/code> \u3068<code>kubernetes-node-cadvisor<\/code> \u30bf\u30fc\u30b2\u30c3\u30c8\u306f\u30ce\u30fc\u30c9\u3068\u30b3\u30f3\u30c6\u30ca\u306e\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u6b63\u5e38\u306b\u53ce\u96c6\u3057\u3066\u3044\u307e\u3059\u3002 <\/p>\n\n<p>\u6b21\u306b\u3001Docker\u3067Grafana\u3092\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u3059\u308b\u3002Grafana\u30b3\u30f3\u30c6\u30ca\u3092\u8d77\u52d5\u3059\u308b\u969b\u3001\u5b9a\u7fa9\u6e08\u307f\u306e\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb\u306f\u5fc5\u8981\u306a\u3044\u3002Grafana \u306b\u306f\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u304c\u7d44\u307f\u8fbc\u307e\u308c\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u521d\u56de\u8d77\u52d5\u5f8c\u306b\u5bfe\u8a71\u578b\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3092\u901a\u3058\u3066\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3084\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3001\u305d\u306e\u4ed6\u306e\u8a2d\u5b9a\u3092\u5909\u66f4\u3067\u304d\u308b\u3002    <\/p>\n\n<div class=\"code-block content-copy\">\n<div class=\"pre\" id=\"code-blog\"><pre><code>\nkubectl top pod <pod-name>\n<\/pod-name><\/code>\n<\/pre>\n<\/div>\n<a class=\"copy-btn\" id=\"first-button\"><\/a>\n<\/div>\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXcQBoHq0jpxUmm2-2XBo-Qc2ICa38zXmRGHfx4UNJoFLLwIFC__oeaZiAfpqIHbRqEfDOOvvLSct9Z8KvB4iO65Vay0d7KWzSysMR1mRDO2xF1XpujfQvp9MGp-RlHgPyFCfVnxfA?key=-wAd2lv5RhIfMwgbTbjiVcno\" alt=\"\"\/><\/figure>\n\n<p><strong>http:\/\/localhost:3000 \u306b\u30a2\u30af\u30bb\u30b9\u3057\u3001<\/strong>admin \u3067\u30ed\u30b0\u30a4\u30f3\u3057\u3001Configuration&gt; Data Sources \u306b\u79fb\u52d5\u3057\u307e\u3059\u3002Add Data Source\u3092\u30af\u30ea\u30c3\u30af\u3057\u3001Prometheus\u3092\u9078\u629e\u3057\u3001\u30b5\u30fc\u30d0\u30fcURL\u3092\u5165\u529b\u3059\u308b<strong>\uff08http:\/\/localhost:9090\uff09<\/strong>\u3002   <\/p>\n\n<p>Save &amp; Test\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u63a5\u7d9a\u3057\u307e\u3059\u3002\u7d71\u5408\u3055\u308c\u308b\u3068\u3001Grafana\u306fPromQL\u3092\u4f7f\u7528\u3057\u3066\u30b5\u30fc\u30d0\u30fc\u8ca0\u8377\u3001CPU\u3001\u30e1\u30e2\u30ea\u4f7f\u7528\u91cf\u306ePrometheus\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u30d7\u30eb\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u30b0\u30e9\u30d5\u3001\u30d2\u30fc\u30c8\u30de\u30c3\u30d7\u3001\u30b2\u30fc\u30b8\u3067\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002  <\/p>\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXcs5IuwFbiF3yqGOmhGwJmYqDZvgzXpOz_6Se24WbIv_iV6l5rwpBOFfDZT8-J4oU2_SBbdP0Qn6JDeW7f2RpcqHmsG580zMLgDrNecdo3azlrwVPRn0t_1dkwsl2B-TqOwfyrH?key=-wAd2lv5RhIfMwgbTbjiVcno\" alt=\"\"\/><\/figure>\n\n<p><code>Dashboards &gt; New Dashboard &gt; Add New Panel<\/code> \u3067 Grafana \u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u4f5c\u6210\u3059\u308b\u3002\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u3057\u3066\u306ePrometheus\u3068\u5165\u529b\u3068\u3057\u3066\u306e<code>node_cpu_seconds_total<\/code> PromQL\u30af\u30a8\u30ea\u306e\u7d44\u307f\u5408\u308f\u305b\u306b\u3088\u308a\u3001\u52b9\u679c\u7684\u306b\u76e3\u8996\u3059\u308b\u305f\u3081\u306e\u53ef\u8996\u5316\u3092\u9069\u7528\u3057\u3066\u8868\u793a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002 <\/p>\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXeCgulB9hw7lDC_dxn2gzJUqXoxpb5Ikuc0fz_TJZ6Eooveg34y_wk7fG8hWnE2n0NniA7hz4HgPutuqY1FhednDPZAYNqYgA3-LxsVutCliMFzKXoUt55CfXWhTwnZ2ZdDItrSCA?key=-wAd2lv5RhIfMwgbTbjiVcno\" alt=\"\"\/><\/figure>\n\n<p>\u3053\u3053\u3067\u3001Grafana\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306f\u3001`<code>node_cpu_seconds_total<\/code>`\u30af\u30a8\u30ea\u3092\u4f7f\u7528\u3057\u3066Prometheus\u304b\u3089\u306eCPU\u4f7f\u7528\u7387\u30c7\u30fc\u30bf\u3092\u793a\u3057\u3066\u3044\u308b\u3002\u3053\u308c\u306f\u904e\u53bb30\u5206\u9593\u306e\u7a3c\u50cd\u6642\u9593\u3092\u8ffd\u8de1\u3057\u3001\u30c7\u30fc\u30bf\u306f30\u79d2\u3054\u3068\u306b\u30ea\u30d5\u30ec\u30c3\u30b7\u30e5\u3055\u308c\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u30b7\u30b9\u30c6\u30e0\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u76e3\u8996\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002 <\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-common-challenges-and-solutions\">\u5171\u901a\u306e\u8ab2\u984c\u3068\u89e3\u6c7a\u7b56<\/h2>\n\n<p>Prometheus\u3068Grafana\u304c\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u6210\u9577\u306b\u5408\u308f\u305b\u3066\u30b9\u30b1\u30fc\u30eb\u3059\u308b\u306b\u3064\u308c\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u7ba1\u7406\u3001\u4e71\u96d1\u306a\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u56de\u907f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u6b63\u78ba\u6027\u306e\u78ba\u4fdd\u306a\u3069\u3001\u3044\u304f\u3064\u304b\u306e\u8ab2\u984c\u304c\u767a\u751f\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u8ab2\u984c\u306b\u52b9\u679c\u7684\u306b\u5bfe\u51e6\u3059\u308b\u3053\u3068\u3067\u3001\u30b9\u30e0\u30fc\u30ba\u3067\u52b9\u7387\u7684\u306a\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u4f53\u9a13\u304c\u4fdd\u8a3c\u3055\u308c\u307e\u3059\u3002 <\/p>\n\n<h3 class=\"wp-block-heading\" id=\"h-1-scaling-prometheus-for-large-environments\">1.\u5927\u898f\u6a21\u74b0\u5883\u3067\u306e\u30d7\u30ed\u30e1\u30c6\u30a6\u30b9\u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0<\/h3>\n\n<p>\u30c7\u30fc\u30bf\u304c\u5897\u5927\u3059\u308b\u306b\u3064\u308c\u3001\u5358\u4e00\u306ePrometheus\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306f\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u554f\u984c\u306b\u76f4\u9762\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u30d5\u30a7\u30c7\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u4f7f\u7528\u3057\u3066\u52b9\u7387\u7684\u306b\u30c7\u30fc\u30bf\u3092\u96c6\u7d04\u3057\u3001\u30b7\u30e3\u30fc\u30c7\u30a3\u30f3\u30b0\u3092\u4f7f\u7528\u3057\u3066\u30bf\u30fc\u30b2\u30c3\u30c8\u3092\u8907\u6570\u306e\u30b5\u30fc\u30d0\u30fc\u306b\u5206\u6563\u3059\u308b\u3053\u3068\u3067\u3001\u8ca0\u8377\u3092\u8efd\u6e1b\u3057\u3001\u30af\u30a8\u30ea\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002 <\/p>\n\n<h3 class=\"wp-block-heading\" id=\"h-2-avoiding-grafana-dashboard-overload\">2.Grafana\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u904e\u8ca0\u8377\u3092\u907f\u3051\u308b<\/h3>\n\n<p>\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u304c\u591a\u3059\u304e\u308b\u3068\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u52d5\u4f5c\u304c\u9045\u304f\u306a\u308a\u3001\u52b9\u679c\u304c\u4f4e\u4e0b\u3057\u307e\u3059\u3002\u91cd\u8981\u306a\u30e1\u30c8\u30ea\u30af\u30b9\u306b\u7126\u70b9\u3092\u5f53\u3066\u3001\u52d5\u7684\u30d3\u30e5\u30fc\u306b\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3068\u5909\u6570\u3092\u4f7f\u7528\u3057\u3001\u30c7\u30fc\u30bf\u3092\u500b\u5225\u306e\u30d1\u30cd\u30eb\u306b\u6574\u7406\u3059\u308b\u3053\u3068\u3067\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u3059\u3063\u304d\u308a\u3055\u305b\u307e\u3057\u3087\u3046\u3002\u95a2\u9023\u3059\u308b\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u30b0\u30eb\u30fc\u30d7\u5316\u3059\u308b\u3068\u3001\u8aad\u307f\u3084\u3059\u3055\u3068\u30b7\u30b9\u30c6\u30e0\u52b9\u7387\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002  <\/p>\n\n<h3 class=\"wp-block-heading\" id=\"h-3-ensuring-real-time-accuracy-in-prometheus-grafana-integration\">3.\u30d7\u30ed\u30e1\u30c6\u30a6\u30b9\u3068\u30b0\u30e9\u30d5\u30a1\u30ca\u306e\u7d71\u5408\u306b\u304a\u3051\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u7cbe\u5ea6\u306e\u78ba\u4fdd<\/h3>\n\n<p>\u30c7\u30fc\u30bf\u306e\u9045\u5ef6\u3092\u907f\u3051\u308b\u306b\u306f\u3001Prometheus\u3067\u6700\u9069\u5316\u3055\u308c\u305f\u30b9\u30af\u30ec\u30a4\u30d7\u9593\u9694\u3092\u8a2d\u5b9a\u3057\u3001\u983b\u7e41\u306a\u30af\u30a8\u30ea\u306b\u306f\u8a18\u9332\u30eb\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3001\u30c7\u30fc\u30bf\u306e\u66f4\u65b0\u306b\u5408\u308f\u305b\u3066Grafana\u306e\u30ea\u30d5\u30ec\u30c3\u30b7\u30e5\u30ec\u30fc\u30c8\u3092\u8abf\u6574\u3059\u308b\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u6b63\u78ba\u6027\u3068\u5fdc\u7b54\u6027\u304c\u4fdd\u305f\u308c\u307e\u3059\u3002 <\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-a-better-prometheus-and-grafana-alternative-middleware\">\u3088\u308a\u826f\u3044Prometheus\u3068Grafana\u306e\u4ee3\u66ff\uff1a\u30df\u30c9\u30eb\u30a6\u30a7\u30a2<\/h2>\n\n<p>\u76e3\u8996\u8981\u4ef6\u3092\u7c21\u7d20\u5316\u3059\u308b\u76e3\u8996\u7528\u306e\u5358\u4e00\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u304c\u3001\u8907\u6570\u306e\u7d44\u7e54\u304b\u3089\u6c42\u3081\u3089\u308c\u3066\u3044\u308b\u3002\u30df\u30c9\u30eb\u30a6\u30a7\u30a2\u304c\u6240\u6709\u3059\u308b\u5b8c\u5168\u306a\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30fb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u3088\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u3068\u4fdd\u5b58\u3001\u53ef\u8996\u5316\u3068\u30a2\u30e9\u30fc\u30c8\u6a5f\u80fd\u30921\u3064\u306e\u76f8\u4e92\u30ea\u30f3\u30af\u3055\u308c\u305f\u30b7\u30b9\u30c6\u30e0\u5185\u3067\u8ffd\u8de1\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u8907\u96d1\u306a\u30b3\u30f3\u30d5\u30a3\u30ae\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u30fb\u30cb\u30fc\u30ba\u3092\u5408\u7406\u5316\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u30df\u30c9\u30eb\u30a6\u30a7\u30a2\u306f\u958b\u767a\u8005\u306e\u305f\u3081\u306b\u4f5c\u3089\u308c\u305f\u3082\u306e\u3067\u3042\u308a\u3001\u30a4\u30f3\u30d5\u30e9\u306e\u982d\u75db\u306e\u7a2e\u306e\u305f\u3081\u306b\u4f5c\u3089\u308c\u305f\u3082\u306e\u3067\u306f\u306a\u3044\u3002\u30df\u30c9\u30eb\u30a6\u30a7\u30a2\u306f\u3001\u8907\u6570\u306e\u7570\u306a\u308b\u30c4\u30fc\u30eb\u3092\u5bc4\u305b\u96c6\u3081\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u30ed\u30b0\u3001\u30e1\u30c8\u30ea\u30af\u30b9\u3001\u30c8\u30ec\u30fc\u30b9\u306e\u3059\u3079\u3066\u3092\u5358\u4e00\u306e\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306b\u96c6\u7d04\u3057\u307e\u3059\u3002   <\/p>\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXfkyYa5OuTwO3ByFhEmFqLZ3k5ns61aw8mZTrqH0W1bzjiJ2x5UmyZ4miokVc6YpxNpKL-aa3uBF2z97VhrZASJfuo_d4RPW5rTbW680mBKnsWnWfhusn59w1CAf6b0O1VqFQdYJQ?key=-wAd2lv5RhIfMwgbTbjiVcno\" alt=\"\"\/><\/figure>\n\n<p><strong>Middleware Monitoring Dashboard<\/strong>\u306f\u3001\u30a8\u30e9\u30fc\u3001\u30ec\u30a4\u30c6\u30f3\u30b7\u3001\u30c8\u30ec\u30fc\u30b9\u3001\u30c6\u30b9\u30c8\u3001\u30b5\u30fc\u30d3\u30b9\u3001\u30b3\u30f3\u30c6\u30ca\u306a\u3069\u306e\u4e3b\u8981\u306a\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u8ffd\u8de1\u3059\u308b\u3002\u73fe\u5728\u3001<strong>Minikube\u3068<\/strong> <strong>Victus\u306e<\/strong>2\u3064\u306e\u30db\u30b9\u30c8\u304c\u4e0a\u8a18\u306e\u3088\u3046\u306b\u505c\u6b62\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u30a2\u30e9\u30fc\u30c8\u306f\u767a\u751f\u3057\u3066\u3044\u307e\u305b\u3093\u3002<strong>Usage<\/strong>\u30bb\u30af\u30b7\u30e7\u30f3\u306b\u306f\u6700\u8fd1\u306e\u30e1\u30c8\u30ea\u30af\u30b9\u304c\u8868\u793a\u3055\u308c\u3001<strong>Logs<\/strong>\u30bb\u30af\u30b7\u30e7\u30f3\u306b\u306f\u30b7\u30b9\u30c6\u30e0\u306e\u30a2\u30af\u30c6\u30a3\u30d3\u30c6\u30a3\u304c<strong>INFO<\/strong>\u30b9\u30c6\u30fc\u30bf\u30b9\u3067\u8868\u793a\u3055\u308c\u307e\u3059\u3002\u30b5\u30a4\u30c9\u30d0\u30fc\u304b\u3089\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3084\u7d71\u5408\u306b\u7d20\u65e9\u304f\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u3002   <\/p>\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXeRfs2Pfd_RBMUboKcwItmJVhGw4HHhUntpW__M3iw8c7C2Ye5W4bbt5GZUbLH3_POSOH5uAWejsDP2PM2ZW58fm3VnUMGxfWoll7fAHGFsNjYsPE2p-li1oE4VfLXjj32Y6aoANA?key=-wAd2lv5RhIfMwgbTbjiVcno\" alt=\"\"\/><\/figure>\n\n<p>\u3053\u306e<code>my-k8s-cluster<\/code> \u7528\u306e\u30df\u30c9\u30eb\u30a6\u30a7\u30a2\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306f\u3001CPU\u3001\u30e1\u30e2\u30ea\u3001\u30dd\u30c3\u30c9\u306e\u72b6\u614b\u306a\u3069\u306e\u4e3b\u8981\u306a\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u8ffd\u8de1\u3057\u307e\u3059\u3002\u5186\u30b0\u30e9\u30d5\u306f\u30ce\u30fc\u30c9\u3068\u30dd\u30c3\u30c9\u306e\u5065\u5168\u6027\u3092\u793a\u3057\u307e\u3059\uff08\u7dd1\u306f\u5b9f\u884c\u4e2d\u3001\u8d64\u306f\u554f\u984c\u3042\u308a\uff09\u3002\u30af\u30e9\u30b9\u30bf\u60c5\u5831] \u30bb\u30af\u30b7\u30e7\u30f3\u306b\u306f\u7dcf\u30ce\u30fc\u30c9\u6570\u3001\u30cd\u30fc\u30e0\u30b9\u30da\u30fc\u30b9\u3001\u5b9f\u884c\u4e2d\u306e\u30dd\u30c3\u30c9\u304c\u8868\u793a\u3055\u308c\u3001[\u6700\u8fd1\u306e\u30a4\u30d9\u30f3\u30c8] \u306b\u306f\u30b8\u30e7\u30d6\u306e\u5b8c\u4e86\u3068\u30dd\u30c3\u30c9\u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u304c\u8a18\u9332\u3055\u308c\u307e\u3059\u3002\u5de6\u30b5\u30a4\u30c9\u30d0\u30fc\u3067\u306f\u3001\u30ce\u30fc\u30c9\u3001\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3001\u304a\u3088\u3073\u30b5\u30fc\u30d3\u30b9\u3092\u7ba1\u7406\u3059\u308b\u305f\u3081\u306e\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u304c\u7c21\u5358\u306b\u884c\u3048\u307e\u3059\u3002   <\/p>\n\n\u30df\u30c9\u30eb\u30a6\u30a7\u30a2\u5165\u9580\n\n\u30df\u30c9\u30eb\u30a6\u30a7\u30a2\u306f\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3092\u5bb9\u6613\u306b\u3057\u307e\u3059\u3002\u7121\u6599\u30a2\u30ab\u30a6\u30f3\u30c8\u306b\u30b5\u30a4\u30f3\u30a2\u30c3\u30d7\u3057\u3066\u3001\u3059\u3050\u306b\u4e3b\u8981\u306a\u6307\u6a19\u306e\u8ffd\u8de1\u3092\u958b\u59cb\u3067\u304d\u307e\u3059\u3002 \n\u7121\u6599\n\n<h3 class=\"wp-block-heading\" id=\"h-conclusion\"><strong>\u7d50\u8ad6<\/strong><\/h3>\n\n<p><strong>Prometheus\u3068Grafana\u306e\u6bd4\u8f03\u306f<\/strong>\u3001\u3069\u3061\u3089\u304b\u3092\u9078\u3076\u3068\u3044\u3046\u3053\u3068\u3067\u306f\u306a\u304f\u3001\u305d\u308c\u305e\u308c\u304c\u3069\u306e\u3088\u3046\u306b\u88dc\u5b8c\u3057\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u3067\u3042\u308b\u3002Prometheus\u306f\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u53ce\u96c6\u3057\u3066\u30a2\u30e9\u30fc\u30c8\u3092\u51fa\u3057\u3001Grafana\u306f\u3088\u308a\u826f\u3044\u5206\u6790\u306e\u305f\u3081\u306b\u305d\u308c\u3089\u3092\u53ef\u8996\u5316\u3059\u308b\u3002   <\/p>\n\n<p>Dev\u30c1\u30fc\u30e0\u304c\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u306e\u6700\u9069\u306a\u5229\u7528\u3092\u5b9f\u73fe\u3059\u308c\u3070\u3001\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3044\u306a\u304c\u3089\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u76e3\u8996\u3057\u3001\u65e9\u3044\u6bb5\u968e\u3067\u554f\u984c\u3092\u7279\u5b9a\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u3002\u6700\u521d\u306e\u30b9\u30c6\u30c3\u30d7\u3067\u306f\u3001Prometheus\u3092\u5c0e\u5165\u3057\u3066\u91cd\u8981\u306a\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u53ce\u96c6\u3057\u3001\u305d\u306e\u5f8c\u3001Grafana\u3067\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3057\u305f\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u8a2d\u8a08\u3057\u3066\u30a4\u30f3\u30d5\u30e9\u306e\u5065\u5168\u6027\u3092\u76e3\u8996\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002 <\/p>\n\n<h3 class=\"wp-block-heading\" id=\"h-faq\"><strong>\u3088\u304f\u3042\u308b\u3054\u8cea\u554f<\/strong><\/h3>\n\n\n\n<p>Prometheus\u306f\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u76e3\u8996\u30b7\u30b9\u30c6\u30e0\u306e\u4e21\u65b9\u306e\u5f79\u5272\u3092\u679c\u305f\u3059\u304c\u3001Grafana\u306f\u53ef\u8996\u5316\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u30c4\u30fc\u30eb\u3068\u3057\u3066\u6a5f\u80fd\u3059\u308b\u3002\u30a2\u30e9\u30fc\u30c8\u3068\u3068\u3082\u306b\u30c7\u30fc\u30bf\u53ce\u96c6\u304c\u5fc5\u8981\u306a\u30e6\u30fc\u30b6\u30fc\u306f\u3001\u76e3\u8996\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u3057\u3066Prometheus\u3092\u9078\u629e\u3059\u3079\u304d\u3067\u3042\u308b\u3002\u9ad8\u5ea6\u306a\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u3084\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u3092\u884c\u3046\u5834\u5408\u306f\u3001\u4ee3\u308f\u308a\u306bGrafana\u3092\u9078\u629e\u3059\u3079\u304d\u3067\u3042\u308b\u3002\u5b8c\u5168\u306a\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30fb\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u4e21\u8005\u306e\u5171\u540c\u4f5c\u696d\u304b\u3089\u751f\u307e\u308c\u308b\u3002   <\/p>\n\n\n\n\n\n<p>\u3044\u3044\u3048\u3001Grafana\u306fInfluxDB\u3001Elasticsearch\u3001MySQL\u306e\u3088\u3046\u306a\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3067\u52d5\u4f5c\u3067\u304d\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u306b\u3088\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u304c\u5fc5\u8981\u306a\u5834\u5408\u3001Prometheus\u306fGrafana\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u3057\u3066\u4e00\u822c\u7684\u306a\u9078\u629e\u80a2\u3067\u3059\u3002 <\/p>\n\n\n\n\n\n<p>Prometheus\u306f\u3001\u6642\u7cfb\u5217\u69cb\u9020\u3092\u5229\u7528\u3057\u3066\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u51e6\u7406\u3059\u308b\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30fb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u3057\u3066\u6a5f\u80fd\u3059\u308b\u3002Grafana \u306f\u3001\u4ed6\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306e\u4e2d\u3067\u3082 Prometheus 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\u8a55\u6c7a\uff1a\u4e21\u8005\u3068\u3082\u3001\u30c7\u30fc\u30bf\u53ce\u96c6\u306e\u305f\u3081\u306ePrometheus\u3068\u3001\u305d\u306e\u30c7\u30fc\u30bf\u3092\u8868\u793a\u3059\u308b\u305f\u3081\u306eGrafana\u3092\u7d71\u5408\u3057\u305f\u3068\u304d\u306b\u6700\u3082\u3046\u307e\u304f\u6a5f\u80fd\u3059\u308b\u3002 Prometheus\u3068Grafana\u306e\u4f7f\u7528\u4f8b Prometheus\u306f\u3001\u30b3\u30f3\u30c6\u30ca\u5316\u3055\u308c\u305f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u306e\u3088\u3046\u306a\u74b0\u5883\u306b\u304a\u3051\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3084\u81ea\u52d5\u5316\u3055\u308c\u305f\u30a2\u30e9\u30fc\u30c8\u306b\u6700\u9069\u3067\u3059\u3002 Grafana\u306f\u3001\u30a8\u30b0\u30bc\u30af\u30c6\u30a3\u30d6\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3084\u904e\u53bb\u306e\u30c8\u30ec\u30f3\u30c9\u5206\u6790\u306e\u4f5c\u6210\u3067\u8f1d\u304d\u3092\u653e\u3061\u3001\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u30d3\u30b8\u30cd\u30b9\u4e0a\u306e\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u306e\u306b\u6700\u9069\u3067\u3059\u3002 \u7d50\u8ad6\u30e9\u30a4\u30d6\u306e\u30b7\u30b9\u30c6\u30e0\u30d8\u30eb\u30b9\u306b\u306fPrometheus\u3092\u4f7f\u3044\u3001\u6df1\u3044\u6d1e\u5bdf\u3068\u904e\u53bb\u306e\u30c8\u30ec\u30f3\u30c9\u306b\u306fGrafana\u3092\u4f7f\u3046\u3002 Prometheus\u3068Grafana\u306b\u304a\u3051\u308b\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u306e\u8ab2\u984c Prometheus\u306f\u3001\u7279\u306b\u9577\u671f\u7684\u306a\u30c7\u30fc\u30bf\u4fdd\u6301\u3084\u30ab\u30fc\u30c7\u30a3\u30ca\u30ea\u30c6\u30a3\u306e\u9ad8\u3044\u30e1\u30c8\u30ea\u30af\u30b9\u306a\u3069\u3001\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u6642\u306b\u8ab2\u984c\u306b\u76f4\u9762\u3059\u308b\u3053\u3068\u304c\u3042\u308b\u3002\u30d5\u30a7\u30c7\u30ec\u30fc\u30b7\u30e7\u30f3\u3084\u30b7\u30e3\u30fc\u30c7\u30a3\u30f3\u30b0\u306e\u3088\u3046\u306a\u6280\u8853\u306f\u52a9\u3051\u306b\u306a\u308b\u304c\u3001\u8907\u96d1\u3055\u304c\u5897\u3059\u3002 Grafana\u306f\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u7d71\u5408\u3059\u308b\u3053\u3068\u306b\u512a\u308c\u3066\u3044\u308b\u304c\u3001\u3042\u307e\u308a\u306b\u3082\u591a\u304f\u306e\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u304c\u7d44\u307f\u5408\u308f\u3055\u308c\u308b\u3068\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u904e\u8ca0\u8377\u3067\u82e6\u52b4\u3059\u308b\u304b\u3082\u3057\u308c\u306a\u3044\u3002 \u8a55\u6c7a\uff1a\u3069\u3061\u3089\u306e\u30c4\u30fc\u30eb\u3082\u3001\u52b9\u679c\u7684\u306b\u62e1\u5f35\u3059\u308b\u306b\u306f\u614e\u91cd\u306a\u8a08\u753b\u304c\u5fc5\u8981\u3067\u3042\u308a\u3001Prometheus\u306f\u30c7\u30fc\u30bf\u7ba1\u7406\u306e\u305f\u3081\u306e\u6226\u7565\u304c\u5fc5\u8981\u3067\u3042\u308a\u3001Grafana\u306f\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u7ba1\u7406\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002 Prometheus\u3068Grafana\u306e\u7c21\u5358\u306a\u6bd4\u8f03\u3067\u3059\uff1a Prometheus vs Grafana\uff1a\u3042\u306a\u305f\u306b\u5408\u3046\u306e\u306f\u3069\u3061\u3089\uff1f Prometheus\u3068Grafana\u306e\u3069\u3061\u3089\u3092\u9078\u3076\u304b\u306f\u3001\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306e\u30cb\u30fc\u30ba\u3001\u30c1\u30fc\u30e0\u306e\u898f\u6a21\u3001\u65e2\u5b58\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u305d\u308c\u305e\u308c\u306e\u30c4\u30fc\u30eb\u3092\u3044\u3064\u4f7f\u3046\u3079\u304d\u304b\u3092\u8aac\u660e\u3059\u308b\uff1a \u30d7\u30ed\u30e1\u30c6\u30a6\u30b9\u306e\u4f7f\u7528\u6642\u671f Grafana\u306e\u4f7f\u7528\u6642\u671f Prometheus\u3068Grafana\u306e\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9 \u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3092\u52b9\u7387\u7684\u306b\u62e1\u5f35\u3059\u308b\u306b\u306f\u3001Prometheus\u3092\u6700\u9069\u5316\u3057\u3066\u30c7\u30fc\u30bf\u53ce\u96c6\u3092\u9ad8\u901f\u5316\u3057\u3001Grafana\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u660e\u5feb\u306b\u69cb\u6210\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u6d1e\u5bdf\u304c\u4fdd\u8a3c\u3055\u308c\u3001\u751f\u306e\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u5b9f\u7528\u7684\u306a\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u5909\u3048\u308b\u3068\u540c\u6642\u306b\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u5fdc\u7b54\u6027\u3068\u52b9\u7387\u3092\u7dad\u6301\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u6700\u9069\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5f97\u308b\u305f\u3081\u306e\u30d7\u30ed\u30e1\u30c6\u30a6\u30b9\u306e\u8a2d\u5b9a \u6700\u9069\u5316\u3055\u308c\u305fPrometheus\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u306b\u3088\u308a\u3001\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf\u53ce\u96c6\u3001\u6700\u5c0f\u9650\u306e\u30ea\u30bd\u30fc\u30b9\u4f7f\u7528\u3001\u52b9\u679c\u7684\u306a\u30a2\u30e9\u30fc\u30c8\u304c\u4fdd\u8a3c\u3055\u308c\u307e\u3059\u3002 \u30d7\u30ed\u30e1\u30c6\u30a6\u30b9\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6700\u9069\u5316\u3059\u308b Grafana\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u30c7\u30b6\u30a4\u30f3\u3059\u308b \u9069\u5207\u306b\u6574\u7406\u3055\u308c\u305f\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3 KPI \u3084\u30d3\u30b8\u30cd\u30b9 KPI \u3068\u306f\u5225\u306b\u30a4\u30f3\u30d5\u30e9 KPI \u3092\u6301\u3064\u3079\u304d\u3067\u3042\u308b\u3002Barely Trends\u304c\u4f7f\u7528\u3059\u308b\u6298\u308c\u7dda\u30b0\u30e9\u30d5\u306f\u3001\u3088\u308a\u826f\u3044\u5206\u6790\u306e\u305f\u3081\u306b\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u30b0\u30eb\u30fc\u30d7\u5316\u3059\u308b\u30d1\u30bf\u30fc\u30f3\u3092\u4f7f\u7528\u3059\u308b\u30d2\u30fc\u30c8\u30de\u30c3\u30d7\u3068\u4e00\u7dd2\u306b\u30c8\u30ec\u30f3\u30c9\u3092\u8868\u793a\u3059\u308b\u3002\u30e6\u30fc\u30b6\u30fc\u306f\u3001\u30a4\u30d9\u30f3\u30c8\u6ce8\u91c8\u306e\u4f5c\u6210\u306b\u52a0\u3048\u3001\u30a2\u30e9\u30fc\u30c8\u3092\u8a2d\u5b9a\u3059\u308b\u6a5f\u80fd\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u518d\u8a2d\u8a08\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u5358\u7d14\u306a\u30af\u30a8\u30ea\u69cb\u9020\u3092\u8a18\u8ff0\u3059\u308b\u969b\u306b\u3001Prometheus\u306e\u8a18\u9332\u30eb\u30fc\u30eb\u3068Grafana\u306e\u6642\u9593\u7bc4\u56f2\u6a5f\u80fd\u306e\u7d44\u307f\u5408\u308f\u305b\u306b\u3088\u308a\u3001\u3088\u308a\u826f\u3044\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u3002 \u30d7\u30ed\u30e1\u30c6\u30a6\u30b9\u306e\u30c7\u30fc\u30bf\u4fdd\u6301\u7ba1\u7406 Prometheus \u306e\u30e6\u30fc\u30b6\u30fc\u306f\u3001&#8211;storage.tsdb.retention.time` \u30b3\u30de\u30f3\u30c9\u3067\u30c7\u30fc\u30bf\u4fdd\u5b58\u671f\u9593\u3092\u7ba1\u7406\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002Thanos\u3068Cortex\u306fVictoriaMetrics\u3068\u4e26\u3093\u3067\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u6a5f\u80fd\u3092\u6709\u3057\u3066\u304a\u308a\u3001\u5727\u7e2e\u52b9\u679c\u304c\u5f97\u3089\u308c\u308b\u305f\u3081\u3001\u9577\u671f\u9593\u306e\u30c7\u30fc\u30bf\u4fdd\u5b58\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306fVictoriaMetrics\u3068\u540c\u69d8\u306bThanos\u3068Cortex\u306b\u9650\u5b9a\u3055\u308c\u308b\u3002TSDB\u306b\u304a\u3051\u308b\u30b7\u30b9\u30c6\u30e0\u306e\u5b89\u5b9a\u6027\u3068\u30c7\u30fc\u30bf\u30b9\u30c8\u30ec\u30fc\u30b8\u306e\u30d6\u30ed\u30c3\u30af\u30b3\u30f3\u30d1\u30af\u30b7\u30e7\u30f3\u306f\u3001\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u3055\u308c\u305f\u76e3\u8996\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\u306b\u4f9d\u5b58\u3059\u308b\u30de\u30fc\u30b8\u30d7\u30ed\u30bb\u30b9\u3092\u901a\u3058\u3066\u884c\u308f\u308c\u308b\u3002 [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":8472,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1660],"tags":[1665,1664],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.7 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Prometheus vs Grafana\uff1a\u6b63\u3057\u3044\u76e3\u8996\u30c4\u30fc\u30eb\u3092\u9078\u307c\u3046<\/title>\n<meta name=\"description\" content=\"Prometheus\u3068Grafana\u3092\u6bd4\u8f03\u3057\u3066\u3001\u6700\u9069\u306a\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30c4\u30fc\u30eb\u3092\u898b\u3064\u3051\u307e\u3057\u3087\u3046\u3002\u6a5f\u80fd\u3001\u9055\u3044\u3001\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3092\u8abf\u3079\u3066\u3001\u30cb\u30fc\u30ba\u306b\u5408\u3063\u305f\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u9078\u3073\u307e\u3057\u3087\u3046\u3002\" \/>\n<meta name=\"robots\" content=\"noindex, follow, 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