{"id":5373,"date":"2023-08-15T00:00:12","date_gmt":"2023-08-14T15:00:12","guid":{"rendered":"https:\/\/flxy.jp\/?p=5373"},"modified":"2023-08-15T23:02:45","modified_gmt":"2023-08-15T14:02:45","slug":"kubernetes%ef%bc%88k8s%ef%bc%89%e5%b0%8e%e5%85%a5%e3%81%a8%e3%81%9d%e3%81%ae%e5%be%8c%e3%80%90%e5%89%8d%e7%b7%a8%e3%80%913%e7%a4%be%e3%81%ae%e4%ba%8b%e4%be%8b%e3%81%ab%e8%a6%8b%e3%82%8bkubernetes","status":"publish","type":"post","link":"https:\/\/flxy.jp\/media\/article\/5373","title":{"rendered":"3\u793e\u306e\u4e8b\u4f8b\u306b\u898b\u308bKubernetes\u5c0e\u5165\u7d4c\u7def\u3068\u5171\u901a\u70b9\u3001\u904b\u7528\u4e0a\u306e\u30dd\u30a4\u30f3\u30c8\u3068\u306f"},"content":{"rendered":"<p>\u203b\u672c\u8a18\u4e8b\u306f2019\u5e745\u6708\u306b\u516c\u958b\u3055\u308c\u305f\u5185\u5bb9\u3067\u3059\u3002<\/p>\n\n<p>2019\u5e744\u67082\u65e5\u306b\u958b\u50ac\u3055\u308c\u305fCTO meetup\u3002\u4eca\u56de\u306f\u3001\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u3084Docker\u306e\u53f0\u982d\u3068\u3068\u3082\u306b\u6ce8\u76ee\u5ea6\u304c\u9ad8\u307e\u3063\u3066\u3044\u308bKubernetes\uff08k8s\uff09\u3092\u30c6\u30fc\u30de\u3068\u3057\u3066\u30013\u540d\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u305f\u3063\u3077\u308a\u3068\u8a9e\u3063\u3066\u3044\u305f\u3060\u304d\u307e\u3057\u305f\u3002<\/p>\n\n<p>LT\u3067\u4e09\u8005\u4e09\u69d8\u306e\u5c0e\u5165\u4e8b\u4f8b\u3092\u3054\u7d39\u4ecb\u3044\u305f\u3060\u304d\u3001\u305d\u306e\u5f8c\u306f\u30d1\u30cd\u30eb\u30c7\u30a3\u30b9\u30ab\u30c3\u30b7\u30e7\u30f3\u5f62\u5f0f\u3067\u30c8\u30fc\u30af\u3002Kubernetes\u5c0e\u5165\u3068\u904b\u7528\u306b\u304a\u3044\u3066\u30dd\u30a4\u30f3\u30c8\u3068\u306a\u308b\u90e8\u5206\u304c\u8b70\u8ad6\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n\n<p>Kubernetes\u5c0e\u5165\u3092\u8003\u3048\u3066\u3044\u308b\u30a8\u30f3\u30b8\u30cb\u30a2\u3084\u4f01\u696d\u69d8\u5fc5\u898b\u306e\u30ec\u30dd\u30fc\u30c8\u3067\u3059\u3002<\/p>\n\n<p><a href=\"https:\/\/flxy.jp\/search?freeWord=cto&#038;occupation1=&#038;reward=&#038;recruiting=false&#038;sortType=new&#038;page=1\">CTO\u95a2\u9023\u306e\u6848\u4ef6\u691c\u7d22\u306f\u3053\u3061\u3089<\/a><\/p>\n\n<div id=\"toc_container\" class=\"no_bullets\"><p class=\"toc_title\">\u76ee\u6b21<\/p><ul class=\"toc_list\"><li><a href=\"#i\">\u767b\u58c7\u8005\u7d39\u4ecb<\/a><\/li><li><a href=\"#Kubernetes\">\u6025\u6210\u9577\u4e2d\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u3067\u306eKubernetes\u5c0e\u5165\u4e8b\u4f8b<\/a><ul><li><a href=\"#i-2\">\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u304c\u62b1\u3048\u8fbc\u3080\u6280\u8853\u7684\u8ca0\u50b5\u3084\u4fee\u6b63\u56f0\u96e3\u306a\u554f\u984c\u306e\u8981\u56e0\u3068\u306f\uff1f<\/a><\/li><li><a href=\"#4\">4\u3064\u306e\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u304c\u30b3\u30f3\u30c6\u30ca\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u74b0\u5883\u306b\u30d5\u30a3\u30c3\u30c8<\/a><\/li><li><a href=\"#Kubernetes-2\">Kubernetes\u306f\u73fe\u5728\u306e\u9ad8\u30b3\u30b9\u30c8\u3067\u6d41\u52d5\u6027\u304c\u9ad8\u3044\u30a8\u30f3\u30b8\u30cb\u30a2\u7d44\u7e54\u306e\u6027\u8cea\u306b\u3082\u30de\u30c3\u30c1\u3059\u308b<\/a><\/li><li><a href=\"#Kubernetes3\">Kubernetes\u306e\u5c0e\u5165\u306b\u969b\u3057\u3066\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u6c42\u3081\u3089\u308c\u308b3\u3064\u306e\u529b<\/a><\/li><\/ul><\/li><li><a href=\"#ChatworkKubernetes\">Chatwork\u306b\u304a\u3051\u308bKubernetes\u306e\u6d3b\u7528<\/a><ul><li><a href=\"#Kubernetes2Chatwork\">Kubernetes\u5c0e\u5165\u524d\u3068\u5c0e\u5165\u5f8c\u306e\u72b6\u614b\u304c2\u5e74\u9593\u7d9a\u3044\u3066\u3044\u308bChatwork<\/a><\/li><li><a href=\"#HBase\">HBase\u3068\u6bd4\u8f03\u3059\u308b\u3068\u30c8\u30e9\u30d6\u30eb\u306f\u5c11\u306a\u304f\u3001\u5b89\u5b9a\u7684\u306a\u904b\u7528\u304c\u53ef\u80fd<\/a><\/li><li><a href=\"#Dev\">Dev\u3078\u306e\u6a29\u9650\u59d4\u8b72\u3068\u3001\u30c4\u30fc\u30eb\u904b\u7528\u306e\u8ca0\u62c5\u8efd\u6e1b\u304c\u5c0e\u5165\u5f8c\u306e\u5927\u304d\u306a\u5909\u5316<\/a><\/li><li><a href=\"#i-3\">\u5b66\u7fd2\u30b3\u30b9\u30c8\u306e\u9ad8\u3055\u3068\u3001\u30d0\u30fc\u30b8\u30e7\u30f3\u30a2\u30c3\u30d7\u306e\u30b9\u30d4\u30fc\u30c9\u304c\u904b\u7528\u9762\u306e\u96e3\u3057\u3055<\/a><\/li><li><a href=\"#Kubernetes-3\">\u5168\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306eKubernetes\u5316\u3092\u76ee\u6307\u3059\u305f\u3081\u306b\u691c\u8a0e\u3059\u3079\u304d\u70b9<\/a><\/li><\/ul><\/li><li><a href=\"#Kubernetes-4\">\u591a\u6570\u306e\u4f01\u696d\u652f\u63f4\u3092\u901a\u3057\u3066\u898b\u3048\u3066\u304f\u308bKubernetes\u5c0e\u5165\u306e\u30dd\u30a4\u30f3\u30c8<\/a><ul><li><a href=\"#KubernetesKubernetes\">\u300cKubernetes\u304c\u597d\u304d\u2260Kubernetes\u306e\u6a5f\u80fd\u3092\u5168\u3066\u4f7f\u3044\u3053\u306a\u3059\u300d\u3068\u3044\u3046\u524d\u63d0<\/a><\/li><li><a href=\"#Kubernetes-5\">Kubernetes\u5c0e\u5165\u306b\u5fc5\u8981\u306a\u306e\u306f\u4e8b\u4f8b\u3067\u306f\u306a\u304f\u3001\u300c\u5c0f\u3055\u306a\u5931\u6557\u300d\u3092\u91cd\u306d\u308b\u899a\u609f<\/a><\/li><li><a href=\"#Kubernetes-6\">Kubernetes\u306b\u5bfe\u3057\u3066\u76f2\u76ee\u306b\u306a\u3089\u305a\u3001\u3042\u304f\u307e\u3067\u300c\u9053\u5177\u300d\u3068\u3057\u3066\u6271\u3046\u305f\u3081\u306e\u601d\u8003\u304c\u5927\u5207<\/a><\/li><li><a href=\"#Kubernetes-7\">\u6d77\u5916\u306e\u6700\u65b0\u60c5\u5831\u3092\u3069\u308c\u304f\u3089\u3044\u30ad\u30e3\u30c3\u30c1\u3067\u304d\u308b\u304b\u304cKubernetes\u5c0e\u5165\u306e\u660e\u6697\u3092\u5206\u3051\u308b<\/a><\/li><li><a href=\"#LTKubernetes\">\uff13\u8005\u306eLT\u3092\u901a\u3057\u3066\u8003\u3048\u308b\u3001Kubernetes\u5c0e\u5165\u306e\u5171\u901a\u70b9\u3068\u306f<\/a><\/li><\/ul><\/li><li><a href=\"#CDKubernetes\">CD\u4e8b\u60c5\u306fKubernetes\u904b\u7528\u306b\u304a\u3044\u3066\u82e6\u52b4\u3059\u308b\u8981\u7d20\u306e\u4e00\u3064<\/a><\/li><li><a href=\"#DevOps\">Dev\u3068Ops\u304c\u304a\u4e92\u3044\u306e\u9818\u57df\u306b\u8e0f\u307f\u8fbc\u307f\u3001\u77e5\u8b58\u3092\u5f97\u308b\u3053\u3068\u304c\u6c42\u3081\u3089\u308c\u308b<\/a><\/li><li><a href=\"#i-4\">\u8cea\u7591\u5fdc\u7b54<\/a><ul><li><a href=\"#Kubernetes-8\">Kubernetes\u306b\u3057\u3066\u5f8c\u6094\u3057\u305f\u3053\u3068\u306f\u3042\u308a\u307e\u3059\u304b\uff1f<\/a><\/li><li><a href=\"#Kubernetes-9\">Kubernetes\u306e\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u7ba1\u7406\u306f\u3069\u3046\u3057\u3066\u3044\u307e\u3059\u304b\uff1f<\/a><\/li><li><a href=\"#Kubernetes-10\">\u5b66\u7fd2\u30fb\u904b\u7528\u30b3\u30b9\u30c8\u304c\u9ad8\u304f\u3001\u4eba\u6750\u96e3\u6613\u5ea6\u304c\u9ad8\u3044\u4e2d\u3067Kubernetes\u3092\u5c0e\u5165\u3057\u3066\u3044\u308b\u7406\u7531\u306f\uff1f<\/a><\/li><li><a href=\"#i-5\">\u30b3\u30f3\u30c6\u30ca\u76e3\u8996\u306f\u3069\u3046\u3057\u3066\u3044\u307e\u3059\u304b\uff1f<\/a><\/li><li><a href=\"#i-6\">\u30a2\u30d7\u30ea\u30c7\u30d9\u30ed\u30c3\u30d1\u30fc\u304c\u30b3\u30f3\u30c6\u30ca\u6280\u8853\u306b\u7121\u95a2\u5fc3\u3067\u3059\u3002\u3069\u3046\u3057\u305f\u3089\u3044\u3044\u3067\u3057\u3087\u3046\u304b\uff1f<\/a><\/li><\/ul><\/li><li><a href=\"#FLEXY\">FLEXY\u306e\u3054\u7d39\u4ecb<\/a><\/li><\/ul><\/div>\n<h2><span id=\"i\">\u767b\u58c7\u8005\u7d39\u4ecb<\/span><\/h2>\n\n<p>\u25cf\u6a2a\u5c71 \u54f2\u90ce \u6c0f\uff1c\u30e2\u30c7\u30ec\u30fc\u30bf\uff1e<br>\n\u91d1\u878dSIer\u306b\u304a\u3044\u3066\u696d\u52d9\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u958b\u767a\u30fb\u904b\u7528\u306b\u643a\u308f\u3063\u305f\u306e\u3061\u30012012\u5e74\u3088\u308a\u30c9\u30ea\u30b3\u30e0\u306b\u53c2\u753b\u3057\u3001\u6d77\u5916\u5411\u3051\u30d6\u30e9\u30a6\u30b6\u30b2\u30fc\u30e0\u3001\u30cd\u30a4\u30c6\u30a3\u30d6\u30b2\u30fc\u30e0\u3092\u30c6\u30c3\u30af\u30ea\u30fc\u30c9\u3068\u3057\u3066\u62c5\u5f53\u3002 2014\u5e74\u304b\u3089\u682a\u5f0f\u4f1a\u793eMUGENUP\u306b\u53c2\u753b\u3057\u3001\u30b5\u30fc\u30d3\u30b9\u306e\u4f01\u753b\u304b\u3089\u30a4\u30f3\u30d5\u30e9\u69cb\u7bc9\u3001\u30a2\u30d7\u30ea\u958b\u767a\u5168\u822c\u306b\u5f93\u4e8b\u3059\u308b\u3002 2015\u5e74\u3088\u308a\u540c\u793eCTO\u306b\u5c31\u4efb\u3057\u3001\u6280\u8853\u6226\u7565\u306e\u7b56\u5b9a\u3001\u60c5\u5831\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u7ba1\u7406\u652f\u63f4\u57fa\u76e4\u306e\u69cb\u7bc9\u3001\u65b0\u898f\u4e8b\u696d\u958b\u767a\u306b\u53d6\u308a\u7d44\u3080\u3002 \u3053\u308c\u307e\u3067\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u7d4c\u9a13\u3092\u793e\u4f1a\u306b\u6d3b\u304b\u3057\u305f\u3044\u3068\u3044\u3046\u601d\u3044\u304b\u3089\u3001IT\u30b5\u30fc\u30d3\u30b9\u4f01\u696d\u6570\u793e\u306e\u6280\u8853\u30a2\u30c9\u30d0\u30a4\u30b6\u30fc\u304a\u3088\u3073\u30d7\u30ed\u30c0\u30af\u30c8\u958b\u767a\u3092\u884c\u3063\u3066\u3044\u308b\u3002<\/p>\n\n<p>\u25cfChatwork\u682a\u5f0f\u4f1a\u793e\u3000\u5742\u672c\u3000\u8ad2 \u6c0f<br>\n2017\u5e747\u6708\u304b\u3089Chatwork\u3067\u50cd\u304d\u59cb\u3081\u308b\u3002\u5165\u793e\u76f4\u5f8c\u304b\u3089\u3001<a href=\"https:\/\/speakerdeck.com\/j5ik2o\/chatworkfalsexin-metusezingusisutemuwozhi-eruji-shu\">Falcon project<\/a>\u3067\u5c0e\u5165\u3055\u308c\u305fKubernetes\u306b\u95a2\u308f\u308b\u3002 Kubernetes\u306e\u307b\u304b\u3001HBase\u3084Kafka\u306a\u3069\u3001ec2\u3067\u30db\u30b9\u30c6\u30a3\u30f3\u30b0\u3057\u3066\u3044\u308b\u30df\u30c9\u30eb\u30a6\u30a7\u30a2\u304c\u4e3b\u306a\u62c5\u5f53\u3002<\/p>\n\n<p>\u25cf\u65e5\u672cMicrosoft\u682a\u5f0f\u4f1a\u793e \u30b7\u30cb\u30a2\u30af\u30e9\u30a6\u30c9\u30c7\u30d9\u30ed\u30c3\u30d1\u30fc\u30a2\u30c9\u30dc\u30b1\u30a4\u30c8\u3000\u5bfa\u7530\u3000\u4f73\u592e \u6c0f<br>\n2001\u5e74 \u30b5\u30f3\u30fb\u30de\u30a4\u30af\u30ed\u30b7\u30b9\u30c6\u30e0\u30ba\u682a\u5f0f\u4f1a\u793e\u306b\u5165\u793e\u3057 GlassFish \u30a8\u30d0\u30f3\u30b8\u30a7\u30ea\u30b9\u30c8\u3068\u3057\u3066\u6d3b\u52d5\u3002 2010\u5e74 \u30aa\u30e9\u30af\u30eb\u306e\u30b5\u30f3\u8cb7\u53ce\u5f8c\u3001\u65e5\u672c\u30aa\u30e9\u30af\u30eb\u682a\u5f0f\u4f1a\u793e\u3067 Java \u30a8\u30d0\u30f3\u30b8\u30a7\u30ea\u30b9\u30c8\u3068\u3057\u3066\u6d3b\u52d5\u3002Java \u306e\u6700\u65b0\u6280\u8853\u60c5\u5831\u306e\u63d0\u4f9b\u3084\u3001Java \u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u6d3b\u52d5\u306e\u6d3b\u6027\u5316\u3092\u3001\u65e5\u672c Java \u30e6\u30fc\u30b6\u30fb\u30b0\u30eb\u30fc\u30d7(JJUG)\u3068\u5171\u306b\u884c\u3063\u3066\u304d\u305f\u3002 2015\u5e747\u6708\u3001\u65e5\u672c\u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8\u682a\u5f0f\u4f1a\u793e\u306b\u79fb\u7c4d\u3057\u3001\u79fb\u7c4d\u5f8c\u3082\u306a\u304a Java \u30a8\u30d0\u30f3\u30b8\u30a7\u30ea\u30b9\u30c8\u3068\u3057\u3066\u3001\u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8\u30fb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u304a\u3051\u308b Java \u306e\u5229\u7528\u4fc3\u9032\u30fb\u5553\u8499\u6d3b\u52d5\u3092\u5b9f\u65bd\u4e2d\u3002 2018\u5e747\u6708\u3088\u308a\u3001\u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8\u30fb\u30b3\u30fc\u30dd\u30ec\u30fc\u30b7\u30e7\u30f3\u3067\u65e5\u672c\u4eba\u521d\u306e\u30af\u30e9\u30a6\u30c9\u30fb\u30c7\u30d9\u30ed\u30c3\u30d1\u30fc\u30a2\u30c9\u30dc\u30b1\u30a4\u30c8\u3068\u3057\u3066\u6d3b\u52d5\u3092\u958b\u59cb\u3002 2016\u5e747\u6708\u3001\u65e5\u672c\u4eba\u3067 2 \u4eba\u76ee\u3068\u306a\u308b Java Champion \u306b\u5c31\u4efb\u3002JJUG \u5e79\u4e8b\u306e\u4e00\u54e1\u3067\u3082\u3042\u308b\u3002\nBlog: <a href=\"https:\/\/yoshio3.com\">https:\/\/yoshio3.com<\/a> GitHub: yoshioterada Facebook: yoshio.terada Twitter: @yoshioterada<\/p>\n\n<h2><span id=\"Kubernetes\">\u6025\u6210\u9577\u4e2d\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u3067\u306eKubernetes\u5c0e\u5165\u4e8b\u4f8b<\/span><\/h2>\n\n<h3><span id=\"i-2\">\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u304c\u62b1\u3048\u8fbc\u3080\u6280\u8853\u7684\u8ca0\u50b5\u3084\u4fee\u6b63\u56f0\u96e3\u306a\u554f\u984c\u306e\u8981\u56e0\u3068\u306f\uff1f<\/span><\/h3>\n\n<p>\u6a2a\u5c71\uff1a<br>\n\u6a2a\u5c71\u54f2\u90ce\u3068\u7533\u3057\u307e\u3059\u3002\u73fe\u5728\u6280\u8853\u9867\u554f\u3068\u3057\u3066\u6d3b\u52d5\u3057\u3066\u304a\u308a\u3001\u91d1\u878d\u30a8\u30f3\u30d7\u30e9SI\u3084\u30bd\u30fc\u30b7\u30e3\u30eb\u30b2\u30fc\u30e0\u306e\u30c6\u30c3\u30af\u30ea\u30fc\u30c9\u3001\u307e\u305f\u3001\u7acb\u3061\u4e0a\u3052\u3092\u76ee\u7684\u3068\u3057\u305f\u901f\u5ea6\u91cd\u8996\u306e\u65b0\u898f\u30d7\u30ed\u30c0\u30af\u30c8\u306a\u3069\u5e45\u5e83\u304f\u7d4c\u9a13\u3092\u7a4d\u3093\u3067\u3044\u307e\u3059\u3002<\/p>\n\n<p>\u500b\u4eba\u7684\u306b\u30bd\u30d5\u30c8\u958b\u767a\u3092\u6210\u529f\u3055\u305b\u308b\u305f\u3081\u306b\u5927\u5207\u306b\u3057\u3066\u3044\u308b\u306e\u304c\u300c\u7981\u6b32\u300d\u3067\u3059\u3002\u3053\u308c\u306f\u3001\u6b32\u3092\u51fa\u3059\u3068\u640d\u3092\u3059\u308b\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002\u65b0\u6280\u8853\u3092\u7121\u95c7\u306b\u53d6\u308a\u5165\u308c\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u305d\u306e\u6280\u8853\u304c\u5f97\u610f\u3068\u3057\u3066\u3044\u308b\u3068\u3053\u308d\u306f\u67af\u308c\u305f\u6280\u8853\u3067\u3082\u4f7f\u3044\u307e\u308f\u3059\u3053\u3068\u3082\u91cd\u8981\u3060\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002Kubernetes\u3084Go\u8a00\u8a9e\u306a\u3069\u3082\u8a72\u5f53\u3057\u307e\u3059\u304c\u3001\u65b0\u3057\u3044\u6280\u8853\u3092\u5c0e\u5165\u3059\u308b\u969b\u306f\u7981\u6b32\u3068\u3044\u3046\u30ad\u30fc\u30ef\u30fc\u30c9\u304c\u91cd\u8981\u306b\u306a\u308b\u3053\u3068\u3092\u524d\u63d0\u306b\u805e\u3044\u3066\u3044\u305f\u3060\u3051\u308c\u3070\u3068\u601d\u3044\u307e\u3059\u3002<\/p><\/p>\n\n<p>\u3055\u3066\u3001\u4eca\u56de\u306f\u6025\u6210\u9577\u4e2d\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u306b\u304a\u3051\u308bKubernetes\u5c0e\u5165\u4e8b\u4f8b\u3092\u30b7\u30a7\u30a2\u3057\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u304c\u3001\u6982\u5ff5\u3068\u3057\u3066\u5148\u306b\u304a\u4f1d\u3048\u3057\u3066\u304a\u304d\u305f\u3044\u306e\u304c\u3001\u300c\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u30ad\u30e1\u30e9\u30d7\u30ed\u30c0\u30af\u30c8\u300d\u3068\u3044\u3046\u79c1\u306e\u9020\u8a9e\u3067\u3059\u3002<\/p>\n\n<ul>\n    <li>\u52e2\u3044\u30d5\u30a1\u30fc\u30b9\u30c8<\/li>\n    <li>\u82e5\u304f\u3066\u30ca\u30a4\u30fc\u30d6\u306a\u30a8\u30f3\u30b8\u30cb\u30a2<\/li>\n    <li>\u591a\u6570\u306e\u526f\u696d\u30a8\u30f3\u30b8\u30cb\u30a2<\/li>\n<\/ul>\n\n<p>\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u30ad\u30e1\u30e9\u30d7\u30ed\u30c0\u30af\u30c8\u306f\u3001\u3053\u308c\u3089\u306e\u8981\u7d20\u304c\u7d44\u307f\u5408\u308f\u3055\u3063\u3066\u3067\u304d\u3042\u304c\u308a\u307e\u3059\u3002\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u304c\u6210\u9577\u3057\u305f\u5f8c\u306b\u751f\u3058\u308b\u6280\u8853\u7684\u8ca0\u50b5\u3084\u4fee\u6b63\u56f0\u96e3\u306a\u554f\u984c\u306f\u3001\u4e3b\u306b\u3053\u308c\u3089\u3092\u8981\u56e0\u3068\u306a\u3063\u3066\u5f15\u304d\u8d77\u3053\u3055\u308c\u308b\u3068\u8003\u3048\u3089\u308c\u308b\u3067\u3057\u3087\u3046\u3002\u4eca\u65e5\u304a\u8a71\u3059\u308b\u306e\u306f\u3001\u3053\u3046\u3044\u3063\u305f\u30d7\u30ed\u30c0\u30af\u30c8\u3092\u62b1\u3048\u305f\u4f01\u696d\u3067Kubernetes\u3092\u5c0e\u5165\u3057\u305f\u4e8b\u4f8b\u3067\u3059\u3002<\/p>\n\n<h3><span id=\"4\">4\u3064\u306e\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u304c\u30b3\u30f3\u30c6\u30ca\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u74b0\u5883\u306b\u30d5\u30a3\u30c3\u30c8<\/span><\/h3>\n\n<p>\u6a2a\u5c71\uff1a<br>\n\u3042\u308f\u305b\u3066\u3001Kubernetes\u304c\u3082\u305f\u3089\u3059\u3082\u306e\u3092\u8981\u70b9\u3068\u3057\u3066\uff12\u3064\u304a\u4f1d\u3048\u3057\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n<ul>\n    <li>\u73fe\u4ee3\u306e\u30c8\u30fc\u30bf\u30eb\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u30ab\u30aa\u30b9\u306e\u898f\u5f8b\u5316<\/li>\n    <li>\u30ea\u30dd\u30b8\u30c8\u30ea\u69cb\u6210\u3001\u30c7\u30d7\u30ed\u30a4\u30d5\u30ed\u30fc\u304c\u8907\u96d1\u5316<\/li>\n<\/ul>\n\n<p>\u7279\u306b\u3001\u30ea\u30dd\u30b8\u30c8\u30ea\u69cb\u6210\u3001\u30c7\u30d7\u30ed\u30a4\u30d5\u30ed\u30fc\u306e\u8907\u96d1\u5316\u3068\u3044\u3046\u9762\u3067\u3001\u682a\u5f0f\u4f1a\u793eZEALS\u306e\u300c\u4f1a\u8a71\u5e83\u544afanp\u300d\u3068\u3044\u3046ChatBot\u30b5\u30fc\u30d3\u30b9\u3092\u4e8b\u4f8b\u3068\u3057\u3066\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002LINE\u3084Facebook\u5e83\u544a\u306e\u30ea\u30f3\u30af\u5148\u3092\u30dc\u30c3\u30c8\u306b\u8a2d\u5b9a\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u3068\u306e\u4f1a\u8a71\u3092\u901a\u3057\u3066\u5546\u54c1\u30fb\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u6848\u3001\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u7372\u5f97\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306a\u3082\u306e\u3067\u3059\u3002\u5148\u65e5\u85e4\u7530\u30d5\u30a1\u30f3\u30c9\u3089\u304b\u30893.5\u5104\u5186\u306e\u8cc7\u91d1\u8abf\u9054\u3082\u5b9f\u65bd\u3057\u3066\u6025\u6210\u9577\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n<p>Kubernetes\u306e\u5c0e\u5165\u7406\u7531\u306f\u5177\u4f53\u7684\u306b2\u3064\u3002<\/p>\n\n<p>\u307e\u305a\u3001\u30b5\u30fc\u30d3\u30b9\u304c\u8907\u6570\u306e\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u306b\u3088\u3063\u3066\u69cb\u6210\u3055\u308c\u3066\u3044\u3066\u3001\u304a\u4e92\u3044\u306e\u4fe1\u983c\u6027\u3092\u78ba\u4fdd\u3057\u3088\u3046\u3068\u3057\u305f\u3068\u304d\u306b\u3001\u30b3\u30f3\u30c6\u30ca\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u74b0\u5883\u306f\u975e\u5e38\u306b\u76f8\u6027\u304c\u826f\u304b\u3063\u305f\u3068\u3044\u3046\u306e\u304c\u4e00\u3064\u3002<\/p>\n\n<p>\u4e8c\u3064\u76ee\u306f\u7d44\u7e54\u7684\u3001\u4eba\u7684\u306a\u8981\u56e0\u3067\u3059\u3002\u30a4\u30f3\u30d5\u30e9\u3084\u30b5\u30fc\u30d0\u30fc\u3001\u30d5\u30ed\u30f3\u30c8\u3068\u3044\u3063\u305f\u6a2a\u8ef8\u3067\u30a8\u30f3\u30b8\u30cb\u30a2\u3092\u5206\u3051\u308b\u3088\u308a\u3082\u3001\u5782\u76f4\u306b\u30aa\u30fc\u30ca\u30fc\u30b7\u30c3\u30d7\u3092\u6301\u3064\u65b9\u304c\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u6210\u9577\u3057\u3084\u3059\u304f\u3001\u9577\u671f\u7684\u306b\u3082\u3044\u3044\u3060\u308d\u3046\u3068\u8003\u3048\u307e\u3057\u305f\u3002Kubernetes\u3092\u5c0e\u5165\u3057\u3066\u304b\u3089\u306fAzure\u3092GCP\u306b\u5165\u308c\u308b\u30af\u30e9\u30a6\u30c9\u79fb\u884c\u3082\u542b\u3081\u30665\u30f6\u6708\u307b\u3069\u7d4c\u904e\u3057\u3066\u3044\u307e\u3059\u3002\u30d1\u30fc\u30c8\u8077\u54e1\u3082\u542b\u3081\u30662\uff5e3\u540d\u306e\u30e1\u30f3\u30d0\u30fc\u3067\u79fb\u884c\u4f5c\u696d\u4e2d\u3067\u3059\u3002<\/p>\n\n<p>\u7c21\u5358\u306b\u69cb\u6210\u3092\u3054\u7d39\u4ecb\u3059\u308b\u3068\u3001\u3059\u3079\u3066\u3092Kubernetes\u306b\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001GCP\u306e\u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9\u3092\u7a4d\u6975\u7684\u306b\u4f7f\u3063\u3066\u3044\u308b\u5f62\u3067\u3059\u3002<\/p>\n\n<p><img decoding=\"async\" src=\"https:\/\/flxy.jp\/wp-content\/uploads\/2019\/05\/2.png\" alt=\"kubernetes\" \/><\/p>\n\n<p><img decoding=\"async\" src=\"https:\/\/flxy.jp\/wp-content\/uploads\/2019\/05\/3.png\" alt=\"kubernetes\" \/><\/p>\n\n<p>\u6a2a\u5c71\uff1a<br>\nChatBot\u3089\u3057\u304fPub\/Sub\u30e1\u30c3\u30bb\u30fc\u30b8\u30f3\u30b0\u304c\u4e3b\u6d41\u306b\u306a\u308b\u30b5\u30fc\u30d3\u30b9\u306e\u305f\u3081\u3001\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u3068\u975e\u5e38\u306b\u76f8\u6027\u304c\u3044\u3044\u306e\u3067\u3059\u3002\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u306f\u7ba1\u7406PF\u3001Sub\u3001Pub\u3001Browser manipulator\u306e4\u3064\u3067\u3059\u3002Kubernetes\u81ea\u4f53\u306f\u3055\u307b\u3069\u96e3\u3057\u3044\u3053\u3068\u306f\u3057\u3066\u3044\u307e\u305b\u3093\u3002<\/p>\n\n<p>\u7d30\u304b\u306a\u5229\u7528\u6280\u8853\u306b\u3064\u3044\u3066\u3001\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u306f\u3082\u3061\u308d\u3093Kubernetes\u3002\u30b3\u30f3\u30c6\u30ca\u306fDocker\u3001\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u306fKustomize\u3067\u751f\u6210\u3057\u3066\u3044\u307e\u3059\u3002\u6697\u53f7\u306fkubesec\uff0bCloud KMS\u3002CD\u306b\u95a2\u3057\u3066\u306fCloudBuild\u3067\u3001\u76e3\u8996\u30c4\u30fc\u30eb\u306fDatadog\u3067\u3059\u3002<\/p>\n\n<h3><span id=\"Kubernetes-2\">Kubernetes\u306f\u73fe\u5728\u306e\u9ad8\u30b3\u30b9\u30c8\u3067\u6d41\u52d5\u6027\u304c\u9ad8\u3044\u30a8\u30f3\u30b8\u30cb\u30a2\u7d44\u7e54\u306e\u6027\u8cea\u306b\u3082\u30de\u30c3\u30c1\u3059\u308b<\/span><\/h3>\n\n<p>\u6a2a\u5c71\uff1a<br>\n\u5c0e\u5165\u3057\u3066\u826f\u304b\u3063\u305f\u70b9\u306f\u81ea\u5f8b\u5316\u3067\u3059\u3002\u30aa\u30fc\u30c8\u30d2\u30fc\u30ea\u30f3\u30b0\u3067\u3059\u306d\u3002\u81ea\u52d5\u7684\u306b\u30b9\u30b1\u30fc\u30eb\u3092\u52d5\u304b\u3057\u3066\u304f\u308c\u307e\u3059\u3002\u30b3\u30f3\u30c6\u30ca\u3092\u6700\u9069\u5316\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u69cb\u6210\u306b\u304a\u3044\u3066\u3082\u758e\u3092\u5f37\u5236\u3055\u308c\u308b\u3001\u3059\u306a\u308f\u3061\u898f\u5f8b\u304c\u3067\u304d\u307e\u3059\u3002\u5148\u7a0b\u51fa\u3057\u305f\u300c\u7981\u6b32\u300d\u3068\u3044\u3046\u30ef\u30fc\u30c9\u306b\u3082\u95a2\u9023\u3057\u307e\u3059\u304c\u3001\u4f55\u3082\u304b\u3082\u4e00\u3064\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u306f\u3067\u304d\u307e\u305b\u3093\u3002\u4e00\u3064\u306e\u76ee\u7684\u3092\u3046\u307e\u304f\u3053\u306a\u3059\u3088\u3046\u306a\u898f\u5f8b\u304c\u751f\u307e\u308c\u305f\u306e\u306f\u3001\u904b\u7528\u9762\u3067\u306e\u30e1\u30ea\u30c3\u30c8\u3067\u3057\u305f\u3002<\/p>\n\n<p>\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u4f01\u696d\u3084\u6210\u9577\u4e2d\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u3088\u304f\u3042\u308b\u3053\u3068\u3067\u3059\u304c\u3001\u73fe\u5728\u306f\u7d44\u7e54\u306e\u3042\u308a\u65b9\u304c\u5909\u308f\u3063\u3066\u304d\u3066\u3001\u4eba\u6750\u306f\u9ad8\u30b3\u30b9\u30c8\u5316\u3059\u308b\u4e00\u65b9\u3001\u4e00\u3064\u306e\u7d44\u7e54\u306b\u6ede\u5728\u3059\u308b\u671f\u9593\u306f\uff12\u5e74\u306b\u3082\u6e80\u305f\u306a\u3044\u30b1\u30fc\u30b9\u304c\u591a\u3044\u3002\u6d41\u52d5\u6027\u304c\u9ad8\u3044\u4e2d\u3067\u306f\u5ba3\u8a00\u7684\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u304c\u3001Kubernetes\u306f\u6700\u9069\u306a\u5b58\u5728\u3060\u3068\u611f\u3058\u307e\u3057\u305f\u3002\u300c\u4e00\u3064\u306e\u3053\u3068\u3092\u3061\u3083\u3093\u3068\u3084\u308b\u300d\u3001UNIX\u54f2\u5b66\u3067\u3059\u306d\u3002<\/p>\n\n<p>\u9006\u306b\u8f9b\u304b\u3063\u305f\u90e8\u5206\u306f\u3001\u5192\u982d\u3067\u304a\u8a71\u3057\u305f\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u30ad\u30e1\u30e9\u30d7\u30ed\u30c0\u30af\u30c8\u3092\u4e00\u5ea6\u89e3\u4f53\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u304b\u3063\u305f\u3053\u3068\u3067\u3059\u3002\u30d5\u30eb\u30b9\u30bf\u30c3\u30af\u306a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u5fb9\u5e95\u7684\u306b\u523b\u307f\u3001\u30d3\u30eb\u30c9\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u8003\u3048\u76f4\u3059\u767a\u660e\u306e\u5de5\u7a0b\u306f\u975e\u5e38\u306b\u8f9b\u3044\u3067\u3059\u3002\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u81ea\u4f53\u3082\u5b8c\u74a7\u3067\u306f\u306a\u304f\u3001\u76f8\u4e92\u4f9d\u5b58\u3057\u3066\u3044\u308b\u90e8\u5206\u304c\u3042\u3063\u305f\u305f\u3081\u3001\u4e2d\u9014\u534a\u7aef\u306a\u72b6\u614b\u3067\u89e3\u4f53\u3059\u308b\u3068\u304b\u3048\u3063\u3066\u52b4\u529b\u304c\u5897\u3048\u308b\u3068\u3044\u3046\u3053\u3068\u3082\u308f\u304b\u308a\u307e\u3057\u305f\u3002\u307e\u305f\u3001Continuous Delivery\u306e\u6c7a\u5b9a\u7248\u304c\u306a\u304f\u3001\u7d50\u5c40GCP\u306eCloudBuild\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3057\u3066\u4f7f\u3046\u3053\u3068\u306b\u306a\u3063\u305f\u70b9\u306f\u5fc3\u6b8b\u308a\u306e\u4e00\u3064\u3067\u3059\u3002<\/p>\n\n<h3><span id=\"Kubernetes3\">Kubernetes\u306e\u5c0e\u5165\u306b\u969b\u3057\u3066\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u6c42\u3081\u3089\u308c\u308b3\u3064\u306e\u529b<\/span><\/h3>\n\n<p>\u6a2a\u5c71\uff1a<br>\n\u4e0a\u8a18\u306e\u30e1\u30ea\u30c3\u30c8\u30fb\u30c7\u30e1\u30ea\u30c3\u30c8\u3092\u8e0f\u307e\u3048\u3001Kubernetes\u306e\u5c0e\u5165\u306b\u969b\u3057\u3066\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u7d44\u7e54\u306b\u6c42\u3081\u3089\u308c\u308b\u529b\u3092\u307e\u3068\u3081\u308b\u3068\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n\n<ul>\n    <li>\u653f\u6cbb\u529b<\/li>\n    <li>\u8155\u529b<\/li>\n    <li>\u30aa\u30df\u30c3\u30c8\u529b<\/li>\n<\/ul>\n\n<p>DevOps\u306e\u6587\u8108\u3067\u8003\u3048\u305f\u3068\u304d\u306b\u3001Kubernetes\u306f\u307e\u305a\u6b63\u3057\u3044\u7406\u89e3\u306e\u3082\u3068\u3067\u30b3\u30f3\u30c6\u30ca\u3092\u4f5c\u6210\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u305a\u3001\u9069\u5b9c\u5fdc\u7528\u30fb\u8abf\u6574\u3059\u308b\u4f5c\u696d\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u5404\u30c4\u30fc\u30eb\u304c\u5b8c\u74a7\u306a\u3082\u306e\u3067\u306f\u306a\u3044\u305f\u3081\u3001\u8db3\u308a\u306a\u3044\u90e8\u5206\u304c\u3042\u308c\u3070\u8155\u529b\u3001\u3059\u306a\u308f\u3061\u6280\u8853\u529b\u3067\u4f5c\u308a\u76f4\u3059\u5fc5\u8981\u3082\u3042\u308a\u307e\u3059\u3002\u30aa\u30df\u30c3\u30c8\u529b\u304c\u4f55\u304b\u3068\u8a00\u3048\u3070\u3001\u300c\u7981\u6b32\u300d\u306b\u3082\u901a\u3058\u308b\u90e8\u5206\u3067\u3059\u304c\u3001\u3084\u308a\u3059\u304e\u308b\u3068\u5f8c\u3005\u56f0\u3063\u3066\u3057\u307e\u3046\u90e8\u5206\u3092\u65e5\u3005\u8003\u3048\u3066\u3001\u300c\u3053\u3053\u306f\u3042\u307e\u308a\u6df1\u5165\u308a\u305b\u305a\u7c21\u5358\u306b\u7247\u4ed8\u3051\u3066\u304a\u3053\u3046\u300d\u3068\u3044\u3063\u305f\u5224\u65ad\u304c\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u306d\u3002<\/p>\n\n<p><img decoding=\"async\" src=\"https:\/\/flxy.jp\/wp-content\/uploads\/2019\/05\/4.png\" alt=\"kubernetes\" \/><\/p>\n\n<h2><span id=\"ChatworkKubernetes\">Chatwork\u306b\u304a\u3051\u308bKubernetes\u306e\u6d3b\u7528<\/span><\/h2>\n\n<h3><span id=\"Kubernetes2Chatwork\">Kubernetes\u5c0e\u5165\u524d\u3068\u5c0e\u5165\u5f8c\u306e\u72b6\u614b\u304c2\u5e74\u9593\u7d9a\u3044\u3066\u3044\u308bChatwork<\/span><\/h3>\n\n<p>\u5742\u672c\uff1a<br>\nChatwork\u306fKubernetes\u3092\u5c0e\u5165\u3057\u30662\u5e74\u3068\u6bd4\u8f03\u7684\u9577\u304f\u904b\u7528\u3057\u3066\u3044\u307e\u3059\u306e\u3067\u3001\u5177\u4f53\u7684\u306b\u3069\u306e\u3088\u3046\u306bKubernetes\u3092\u904b\u7528\u30fb\u5fdc\u7528\u3057\u3066\u3044\u3063\u305f\u306e\u304b\u3092\u30e1\u30a4\u30f3\u306b\u8a71\u3057\u3066\u3044\u304d\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002\u307e\u305a\u3001Chatwork\u306f\u65e5\u672c\u521d\u306e\u30d3\u30b8\u30cd\u30b9\u30c1\u30e3\u30c3\u30c8\u3068\u3057\u3066\u30ea\u30ea\u30fc\u30b9\u3057\u305f\u3001\u30c1\u30e3\u30c3\u30c8\u3001\u30bf\u30b9\u30af\u7ba1\u7406\u3001\u30d5\u30a1\u30a4\u30eb\u5171\u6709\u3001\u30d3\u30c7\u30aa\u901a\u8a71\u306a\u3069\u3092\u5229\u7528\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3067\u3059\u30022019\u5e744\u6708\u6642\u70b9\u3067214,000\u793e\u306b\u5c0e\u5165\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u79c1\u306f2017\u5e74\u306b\u5165\u793e\u3057\u3001SRE\u90e8\u306b\u6240\u5c5e\u3057\u3066\u3044\u3066\u3044\u307e\u3059\u3002Kubernetes\u3092\u306f\u3058\u3081Kafka\u3001HBase\u306a\u3069EC2\u3067\u30db\u30b9\u30c6\u30a3\u30f3\u30b0\u3057\u3066\u3044\u308b\u3082\u306e\u3092\u898b\u3066\u3044\u307e\u3059\u3002<\/p>\n\n<p>Kubernetes\u5c0e\u5165\u306f2016\u5e74\u672b\u9803\u3067\u3001Chatwork\u304cScala\u3092\u5c0e\u5165\u3059\u308b\u306b\u3042\u305f\u3063\u3066\u3001\u30e1\u30c3\u30bb\u30fc\u30b8\u30f3\u30b0\u90e8\u5206\u306e\u30ea\u30d7\u30ec\u30a4\u30b9\u3092\u3059\u308b\u969b\u306b\u63a1\u7528\u3057\u307e\u3057\u305f\u3002ECS\u3068\u3044\u3046\u9078\u629e\u80a2\u3082\u3042\u308a\u307e\u3057\u305f\u304c\u3001\u5f53\u6642\u306f\u307e\u3060\u30e9\u30a4\u30d6\u30e9\u30ea\u304c\u5c11\u306a\u304f\u62e1\u5f35\u6027\u304c\u4f4e\u304b\u3063\u305f\u3053\u3068\u304b\u3089\u3001Kubernetes\u3092\u9078\u3093\u3060\u5f62\u3067\u3059\u3002\u9078\u5b9a\u5f53\u6642\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u306f1.3\u3002\u30ea\u30ea\u30fc\u30b9\u6642\u70b9\u3067\u306f1.5\u3067\u3059\u3002\u5c0e\u5165\u7b87\u6240\u306f\u30e1\u30c3\u30bb\u30fc\u30b8\u30f3\u30b0\u90e8\u5206\u306e\u30ea\u30d7\u30ec\u30a4\u30b9\u306e\u307b\u304b\u306b\u306f\u3001\u4e3b\u306bWebhook\u3084OAuth\u306a\u3069\u65b0\u898f\u30b5\u30fc\u30d3\u30b9\u306e\u90e8\u5206\u3067\u3059\u3002Chatwork\u5168\u4f53\u304cKubernetes\u5316\u3057\u305f\u308f\u3051\u3067\u306f\u306a\u304f\u3001PHP\u306e\u30d5\u30ed\u30f3\u30c8\u90e8\u5206\u306fEC2\u3067\u52d5\u3044\u3066\u3044\u307e\u3059\u3002\u3044\u308f\u3070\u3001Kubernetes\u306e\u5c0e\u5165\u524d\u3068\u5c0e\u5165\u5f8c\u3092\u5e38\u306b\u4f53\u9a13\u3057\u3066\u3044\u308b\u72b6\u614b\u3067\u3059\u3002<\/p>\n\n<h3><span id=\"HBase\">HBase\u3068\u6bd4\u8f03\u3059\u308b\u3068\u30c8\u30e9\u30d6\u30eb\u306f\u5c11\u306a\u304f\u3001\u5b89\u5b9a\u7684\u306a\u904b\u7528\u304c\u53ef\u80fd<\/span><\/h3>\n\n<p>\u5742\u672c\uff1a<br>\nKubernetes\u5c0e\u5165\u306b\u3042\u305f\u3063\u3066\u3001\u81f4\u547d\u7684\u306a\u30c8\u30e9\u30d6\u30eb\u306f\u601d\u3063\u305f\u3088\u308a\u3082\u7121\u304b\u3063\u305f\u3001\u3068\u3044\u3046\u306e\u304c\u6b63\u76f4\u306a\u3068\u3053\u308d\u3060\u3063\u305f\u306e\u3067\u3001\u30e1\u30f3\u30d0\u30fc\u306b\u30d2\u30a2\u30ea\u30f3\u30b0\u3057\u307e\u3057\u305f\u3002\u5b9f\u969b\u306b\u906d\u9047\u3057\u305f\u306e\u306f\u3001\u3042\u308a\u304c\u3061\u3067\u3059\u304c\u5c0e\u5165\u3057\u30662\u9031\u9593\u7d4c\u904e\u3057\u305f\u9803\u306eworker\u306e\u30c7\u30a3\u30b9\u30af\u6ea2\u308c\u3067\u3059\u3002\u539f\u56e0\u306f\u30b3\u30f3\u30c6\u30ca\u306e\u30ed\u30b0\u306e\u30ed\u30fc\u30c6\u30fc\u30b7\u30e7\u30f3\u304c\u304d\u3061\u3093\u3068\u3067\u304d\u3066\u3044\u306a\u304b\u3063\u305f\u3053\u3068\u3067\u3057\u305f\u3002\u3042\u3068\u306f\u30af\u30e9\u30b9\u30bf\u306e\u79fb\u884c\u6642\u3001\u30b9\u30c6\u30fc\u30c8\u30ec\u30b9\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3060\u3068\u601d\u3063\u3066\u3044\u305f\u3082\u306e\u304c\u5b9f\u306f\u30b9\u30c6\u30fc\u30c8\u3092\u6301\u3063\u3066\u3044\u305f\u3068\u3044\u3046\u70b9\u3082\u6319\u3052\u3089\u308c\u307e\u3059\u3002\u30af\u30e9\u30b9\u30bf\u5185\u90e8\u306b\u4f9d\u5b58\u304c\u3042\u3063\u305f\u305f\u3081\u3001\u79fb\u884c\u6642\u306e\u4e26\u884c\u7a3c\u52d5\u306e\u30bf\u30a4\u30df\u30f3\u30b0\u3067\u4e0d\u5b89\u5b9a\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u5927\u304d\u306a\u30c8\u30e9\u30d6\u30eb\u306f\u4ee5\u4e0a\u306e\uff12\u70b9\u307b\u3069\u3067\u3001\u706b\u5c71\u3068\u8a00\u308f\u308c\u308bHBase\u306b\u6bd4\u3079\u308b\u3068\u5b89\u5b9a\u3057\u305f\u904b\u7528\u304c\u3067\u304d\u3066\u3044\u307e\u3059\u3002<\/p>\n\n<h3><span id=\"Dev\">Dev\u3078\u306e\u6a29\u9650\u59d4\u8b72\u3068\u3001\u30c4\u30fc\u30eb\u904b\u7528\u306e\u8ca0\u62c5\u8efd\u6e1b\u304c\u5c0e\u5165\u5f8c\u306e\u5927\u304d\u306a\u5909\u5316<\/span><\/h3>\n\n<p>\u5742\u672c\uff1a<br>\nEC2\u304b\u3089Kubernetes\u306b\u306a\u3063\u3066\u5177\u4f53\u7684\u306b\u3069\u3046\u306a\u308b\u306e\u3060\u308d\u3046\u3001\u3068\u601d\u308f\u308c\u308b\u65b9\u3082\u591a\u3044\u3068\u601d\u3044\u307e\u3059\u306e\u3067\u3001\u904b\u7528\u3092\u697d\u306b\u3057\u3066\u304f\u308c\u308b\u30c4\u30fc\u30eb\u3068\u3068\u3082\u306b\u3054\u7d39\u4ecb\u3057\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002Kubernetes\u81ea\u4f53\u306fAWS\u3067\u52d5\u304b\u3057\u3066\u3044\u307e\u3059\u30022016\u5e74\u5f53\u6642\u3001EKS\u306f\u5b58\u5728\u3057\u306a\u304b\u3063\u305f\u306e\u3067\u3001kube-aws\u3068\u3044\u3046cloudformation\u3067Kubernetes on AWS\u3092\u5b9f\u73fe\u3059\u308b\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059\u3002cloud-config\u3084stack-template\u306a\u3069\u306b\u3042\u308b\u7a0b\u5ea6\u89e6\u308c\u308c\u3070\u3001\u81ea\u5206\u305f\u3061\u3067\u3042\u308b\u7a0b\u5ea6\u6539\u5909\u3082\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002\u30e1\u30c8\u30ea\u30af\u30b9\u306fDatadog\u3067\u3001\u30ed\u30b0\u306ffluentd\u3067\u53d6\u3063\u3066\u3044\u307e\u3059\u3002\u30d9\u30bf\u3067\u3059\u304c\u3001fluentd\u306fkube-fluentd-operator\uff08vmware\uff09\u3068\u3044\u3046\u30c4\u30fc\u30eb\u304c\u3042\u308a\u3001\u3053\u308c\u304c\u975e\u5e38\u306b\u3088\u304f\u3067\u304d\u3066\u3044\u307e\u3059\u3002fluentd\u3092configmap\u7d4c\u7531\u3067\u8a2d\u5b9a\u3067\u304d\u308b\u307b\u304b\u3001stdout\u4ee5\u5916\u306e\u30ed\u30b0\u3082\u53d6\u5f97\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n<p>\u307e\u305f\u3001Datadog\u3067\u3054\u7d39\u4ecb\u3057\u305f\u3044\u306e\u304c\u4ee5\u4e0b\u306e\u30e9\u30a4\u30d6\u30b3\u30f3\u30c6\u30ca\u7684\u306a\u4fbf\u5229\u6a5f\u80fd\u3067\u3059\u3002<\/p>\n\n<p><img decoding=\"async\" src=\"https:\/\/flxy.jp\/wp-content\/uploads\/2019\/05\/5.png\" alt=\"kubernetes\" \/><\/p>\n\n<p>\u5742\u672c\uff1a<br>\n\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u30b3\u30f3\u30c6\u30ca\u306e15\u5206\u6bce\u306e\u72b6\u6cc1\u3092\u628a\u63e1\u3067\u304d\u308b\u306e\u3067\u3001\u305f\u307e\u306b\u4f7f\u3046\u3068\u975e\u5e38\u306b\u4fbf\u5229\u3067\u3059\u306d\u3002\u307e\u305f\u3001Kubernetes\u306f\u81ea\u7531\u306b\u30aa\u30fc\u30c8\u30b9\u30b1\u30fc\u30eb\u3057\u3084\u3059\u3044\u3068\u3044\u3046\u7279\u5fb4\u304c\u3042\u308a\u307e\u3059\u304c\u3001cluster-autoscaler\u3068\u3044\u3046\u30c4\u30fc\u30eb\u306fpod\u306e\u30ea\u30bd\u30fc\u30b9\u306b\u57fa\u3065\u3044\u3066worker node\u3092\u30b9\u30b1\u30fc\u30eb\u3057\u3066\u304f\u308c\u307e\u3059\u3002<\/p>\n\n<p>\u3042\u3068\u306fAWS\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u3068role\u3092\u3069\u3046\u3059\u308b\u306e\u304b\u3068\u3044\u3046\u8996\u70b9\u304c\u3042\u308a\u307e\u3059\u304c\u3001kiam\uff08kube2iam\uff09\u3068\u3044\u3046\u30c4\u30fc\u30eb\u304c\u3042\u308a\u3001\u3053\u308c\u306b\u3088\u3063\u3066pod\u306b\u76f4\u63a5iam role\u3092\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3042\u3068\u306ffalco\u3068\u3044\u3046\u30b3\u30f3\u30c6\u30ca\u5185\u306e\u30d7\u30ed\u30bb\u30b9\u76e3\u8996\u30c4\u30fc\u30eb\u3082\u5229\u7528\u3057\u3066\u3044\u307e\u3059\u3002\u6700\u5f8c\u306b\u3054\u7d39\u4ecb\u3057\u305f\u3044\u306e\u304cGuard\u3002Kubernetes\u81ea\u4f53\u306f\u30e6\u30fc\u30b6\u30fc\u3092\u4f5c\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u305b\u3093\u304c\u3001Guard\u3092\u5165\u308c\u308b\u3068\u6bd4\u8f03\u7684\u7c21\u5358\u306b\u8a8d\u8a3c\u53ef\u80fd\u3067\u3059\u3002Chatwork\u3067\u306f\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u3092\u99c6\u4f7f\u3057\u306a\u304c\u3089\u3001\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u904b\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n<p>Kubernetes\u3092\u4e0a\u8a18\u306e\u3088\u3046\u306a\u74b0\u5883\u3067\u904b\u7528\u3057\u3066\u5909\u308f\u3063\u305f\u5927\u304d\u306a\u90e8\u5206\u3068\u3057\u3066\u306f\u3001\u30c7\u30d7\u30ed\u30a4\u3084\u30ed\u30fc\u30eb\u30d0\u30c3\u30af\u306a\u3069\u3092Dev\u5074\u306b\u6a29\u9650\u59d4\u8b72\u3059\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u3053\u3068\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002SRE\u5074\u306f\u57fa\u672c\u7684\u306a\u90e8\u5206\u3092\u7528\u610f\u3057\u3066\u3001\u3042\u3068\u306f\u81ea\u7531\u306b\u4f7f\u3063\u3066\u3082\u3089\u3046\u3068\u3044\u3046\u5f62\u3067\u3059\u3002\u3054\u7d39\u4ecb\u3057\u305f\u3088\u3046\u306a\u65e5\u3005\u306e\u904b\u7528\u3092\u652f\u3048\u308b\u30c4\u30fc\u30eb\u306e\u904b\u7528\u3082\u697d\u3067\u3059\u306d\u3002Datadog\u3084fluentd\u306fEC2\u3067\u904b\u7528\u3057\u3066\u3044\u308b\u3068\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb\u3092\u6301\u3063\u3066\u304a\u304f\u306e\u304c\u9762\u5012\u3060\u3063\u305f\u306e\u3067\u3059\u304c\u3001Kubernetes\u306fconfigmap\u3060\u3051\u3067\u904b\u7528\u3067\u304d\u308b\u306e\u3067\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u8ca0\u62c5\u304c\u6e1b\u308b\u306e\u304c\u3042\u308a\u304c\u305f\u3044\u3067\u3059\u3002\u5f53\u793e\u3067\u306f\u3042\u307e\u308a\u4f7f\u3063\u3066\u3044\u307e\u305b\u3093\u304c\u3001operator\u3092\u4f7f\u3046\u3053\u3068\u3067\u305d\u3082\u305d\u3082\u306e\u904b\u7528\u3092\u81ea\u52d5\u5316\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002\u904b\u7528\u304c\u96e3\u3057\u3044\u305f\u3081\u8af8\u5203\u306e\u5203\u3067\u306f\u3042\u308a\u307e\u3059\u304c\u3001\u3046\u307e\u304f\u4f7f\u3048\u308c\u3070\u5f37\u529b\u3060\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n<h3><span id=\"i-3\">\u5b66\u7fd2\u30b3\u30b9\u30c8\u306e\u9ad8\u3055\u3068\u3001\u30d0\u30fc\u30b8\u30e7\u30f3\u30a2\u30c3\u30d7\u306e\u30b9\u30d4\u30fc\u30c9\u304c\u904b\u7528\u9762\u306e\u96e3\u3057\u3055<\/span><\/h3>\n\n<p>\u5742\u672c\uff1a<br>\n\u9006\u306b\u904b\u7528\u9762\u3067\u96e3\u3057\u3044\u90e8\u5206\u3082\u3044\u304f\u3064\u304b\u6319\u3052\u3066\u304a\u304d\u307e\u3059\u3002\u5148\u7a0bDev\u5074\u306b\u6a29\u9650\u59d4\u8b72\u3057\u3066\u3044\u308b\u3068\u304a\u4f1d\u3048\u3057\u307e\u3057\u305f\u304c\u3001\u305d\u306e\u305f\u3081\u306b\u5b66\u7fd2\u30b3\u30b9\u30c8\u304c\u9ad8\u304f\u306a\u3063\u3066\u3044\u308b\u306e\u304c\u554f\u984c\u70b9\u306e\u4e00\u3064\u3067\u3059\u3002\u306a\u304b\u306a\u304b\u6280\u8853\u304c\u5e83\u307e\u3089\u305a\u3001Kubernetes\u5c0e\u5165\u306b\u7acb\u3061\u4f1a\u3063\u3066\u3044\u305fKubernetes\u306b\u8a73\u3057\u3044\u4eba\u3060\u3051\u304c\u30e1\u30a4\u30f3\u3067\u5bfe\u5fdc\u3057\u3066\u3057\u307e\u3063\u3066\u3044\u308b\u72b6\u6cc1\u3067\u3059\u3002<\/p>\n\n<p>CI\/CD\u3082Kubernetes\u81ea\u4f53\u304c\u63d0\u4f9b\u3057\u3066\u3044\u308b\u6a5f\u80fd\u3067\u3084\u308a\u3084\u3059\u304f\u306f\u306a\u3063\u305f\u3082\u306e\u306e\u3001\u30c4\u30fc\u30eb\u306f\u6b63\u76f4\u8a00\u3063\u3066\u7fa4\u96c4\u5272\u62e0\u72b6\u614b\u3067\u3059\u3002Concourse \u3092\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u3059\u3079\u3066yaml\u3067\u66f8\u304f\u305f\u30812,000\u884c\u304f\u3089\u3044\u306e\u6050\u308d\u3057\u3044\u9577\u3055\u306b\u306a\u3063\u3066\u3057\u307e\u3044\u30012\u5e74\u904b\u7528\u3057\u3066\u3082\u3057\u3063\u304f\u308a\u304d\u3066\u3044\u307e\u305b\u3093\u3002<\/p>\n\n<p>\u307e\u305f\u3001\u5fc5\u305a\u76f4\u9762\u3059\u308b\u306e\u304c\u30d0\u30fc\u30b8\u30e7\u30f3\u30a2\u30c3\u30d7\u306e\u58c1\u3067\u3059\u3002Kubernetes\u306f3\u30f6\u6708\u306b1\u56de\u5fc5\u305a\u66f4\u65b0\u3055\u308c\u307e\u3059\u3002kubelet\u306b\u3082\u305d\u308c\u306a\u308a\u306b\u5909\u66f4\u304c\u5165\u308a\u3001\u305d\u306e\u307e\u307e\u30ed\u30fc\u30ea\u30f3\u30b0\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3092\u3059\u308b\u3068\u6a5f\u80fd\u3057\u306a\u3044\u306a\u3093\u3066\u3053\u3068\u304c\u666e\u901a\u306b\u3042\u308b\u306e\u3067\u3001\u8ffd\u5f93\u304c\u5927\u5909\u3067\u3059\u3002\u6700\u4f4e\u3067\u30821\u5e74\u306b1\u56de\u306f\u30d0\u30fc\u30b8\u30e7\u30f3\u30a2\u30c3\u30d7\u304c\u5fc5\u8981\u306a\u72b6\u6cc1\u3067\u3059\u3002<\/p>\n\n<h3><span id=\"Kubernetes-3\">\u5168\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306eKubernetes\u5316\u3092\u76ee\u6307\u3059\u305f\u3081\u306b\u691c\u8a0e\u3059\u3079\u304d\u70b9<\/span><\/h3>\n\n<p>\u5742\u672c\uff1a<br>\nChatwork\u3068\u3057\u3066\u306e\u4eca\u5f8c\u306e\u5c55\u671b\u306f\u3001\u5168\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306eKubernetes\u5316\u3067\u3059\u306d\u3002PHP\u30a2\u30d7\u30ea\u3082\u30c7\u30d7\u30ed\u30a4\u306a\u3069\u52d5\u304b\u3059\u3082\u306e\u304c2\u7a2e\u985e\u3042\u308b\u3068\u904b\u7528\u30b3\u30b9\u30c8\u304c\u9ad8\u304f\u306a\u308a\u3059\u304e\u308b\u305f\u3081\u3001\u7d76\u8cdb\u5bfe\u5fdc\u4e2d\u3067\u3059\u3002EC2\u306b\u7279\u5316\u3057\u3059\u304e\u3066\u3044\u305f\u90e8\u5206\u3001\u7279\u306bnginx\u307e\u308f\u308a\u3082\u307b\u3068\u3093\u3069\u9b54\u6539\u9020\u306b\u8fd1\u3044\u72b6\u614b\u306b\u306a\u3063\u3066\u3044\u308b\u306e\u3067\u3001\u3069\u3046Kubernetes\u306b\u307e\u308f\u3059\u306e\u304b\u691c\u8a0e\u4e2d\u3067\u3082\u3042\u308a\u307e\u3059\u3002contoroller, etcd\u3092\u6301\u305f\u306a\u304f\u3066\u3088\u304f\u306a\u308b\u305f\u3081\u3001EKS\u3078\u306e\u4ee5\u964d\u3082\u4e88\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002istio\u306a\u3093\u304b\u306f\u307e\u3060\u307e\u3060\u4f7f\u3046\u3068\u601d\u3046\u306e\u3067\u3001\u6bb5\u968e\u7684\u306b\u5c0e\u5165\u3059\u308b\u3064\u3082\u308a\u3067\u3059\u3002<\/p>\n\n<p><img decoding=\"async\" src=\"https:\/\/flxy.jp\/wp-content\/uploads\/2019\/05\/6.png\" alt=\"kubernetes\" \/><\/p>\n\n<h2><span id=\"Kubernetes-4\">\u591a\u6570\u306e\u4f01\u696d\u652f\u63f4\u3092\u901a\u3057\u3066\u898b\u3048\u3066\u304f\u308bKubernetes\u5c0e\u5165\u306e\u30dd\u30a4\u30f3\u30c8<\/span><\/h2>\n\n<h3><span id=\"KubernetesKubernetes\">\u300cKubernetes\u304c\u597d\u304d\u2260Kubernetes\u306e\u6a5f\u80fd\u3092\u5168\u3066\u4f7f\u3044\u3053\u306a\u3059\u300d\u3068\u3044\u3046\u524d\u63d0<\/span><\/h3>\n\n<p>\u5bfa\u7530\uff1a<br>\n\u5bfa\u7530\u3068\u7533\u3057\u307e\u3059\u3002\u7c21\u5358\u306b\u81ea\u5df1\u7d39\u4ecb\u3059\u308b\u3068\u3001\u30b5\u30f3\u30fb\u30de\u30a4\u30af\u30ed\u30b7\u30b9\u30c6\u30e0\u30ba\u682a\u5f0f\u4f1a\u793e\u3001\u65e5\u672c\u30aa\u30e9\u30af\u30eb\u682a\u5f0f\u4f1a\u793e\u3092\u7d4c\u3066\u30013\u5e74\u307b\u3069\u524d\u306b\u65e5\u672cMicrosoft\u306b\u53c2\u753b\u3057\u307e\u3057\u305f\u3002\u305a\u3063\u3068Java\u7551\u3067\u6d3b\u52d5\u3057\u3066\u3044\u307e\u3057\u305f\u304c\u3001\u73fe\u5728\u3055\u307e\u3056\u307e\u306a\u4f01\u696d\u306e\u6280\u8853\u7684\u652f\u63f4\u3001\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u53c2\u52a0\u3001\u30cf\u30c3\u30ab\u30bd\u30f3\u306a\u3069\u3092\u901a\u3057\u3066Kubernetes\u5c0e\u5165\u306e\u30ce\u30a6\u30cf\u30a6\u306a\u3069\u3092\u304a\u4f1d\u3048\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n<p>\u5148\u65e5\u3001\u30aa\u30a4\u30b7\u30c3\u30af\u30b9\u30fb\u30e9\u30fb\u5927\u5730\u682a\u5f0f\u4f1a\u793e\u304cKubernetes\u4e0a\u3067\u30b5\u30fc\u30d3\u30b9\u57fa\u76e4\u306e\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u5316\u3092\u6c7a\u5b9a\u3057\u3001Azure\u306e\u63a1\u7528\u3092\u30ea\u30ea\u30fc\u30b9\u3057\u3066\u3044\u307e\u3057\u305f\u304c\u3001\u5b9f\u969b\u306b\u79c1\u304c\u4e00\u9031\u9593\u5f35\u308a\u4ed8\u3044\u3066\u3001\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u898b\u306a\u304c\u3089\u30de\u30a4\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u304a\u624b\u4f1d\u3044\u3092\u3057\u305f\u3082\u306e\u3067\u3059\u3002\u6050\u3089\u304f\u4f1a\u5834\u306b\u3044\u308b\u307f\u306a\u3055\u3093\u306e\u3046\u3061\u3001Kubernetes\u3068\u805e\u3044\u3066Azure\u3092\u6700\u521d\u306b\u30a4\u30e1\u30fc\u30b8\u3055\u308c\u308b\u65b9\u306f\u5c11\u306a\u3044\u3068\u601d\u3044\u307e\u3059\u3002\u30aa\u30a4\u30b7\u30c3\u30af\u30b9\u3055\u3093\u3082\u540c\u3058\u3067\u3001\u6700\u521d\u306fGCP\u3001\u3082\u3057\u304f\u306fAWS\u3092\u8003\u3048\u3066\u3044\u307e\u3057\u305f\u304c\u3001\u691c\u8a0e\u3092\u91cd\u306d\u3066\u6700\u7d42\u7684\u306bAKS\uff08Azure Kubernetes Service\uff09\u5316\u3092\u6c7a\u5b9a\u3055\u308c\u305f\u5f62\u3067\u3059\u3002<\/p>\n\n<p>\u3053\u306e\u3088\u3046\u306b\u4f01\u696d\u652f\u63f4\u3092\u884c\u3046\u4e2d\u3067\u3055\u307e\u3056\u307e\u306a\u4e8b\u4f8b\u306b\u89e6\u308c\u3066\u304d\u307e\u3057\u305f\u304c\u3001\u300c\u306a\u3093\u306e\u305f\u3081\u306eKubernetes\u306a\u306e\u304b\u300d\u3092\u304d\u3061\u3093\u3068\u8003\u3048\u3066\u3044\u308b\u304b\u305d\u3046\u3067\u306a\u3044\u304b\u3067\u304a\u5ba2\u69d8\u306f\u4e8c\u6975\u5316\u3057\u307e\u3059\u3002\u300c\u306a\u3093\u306e\u305f\u3081\u306b\u300d\u3068\u3044\u3046\u3088\u308a\u3082Kubernetes\u304c\u597d\u304d\u3001\u89e6\u308a\u305f\u3044\u3068\u3044\u3046\u30e2\u30c1\u30d9\u30fc\u30b7\u30e7\u30f3\u304c\u3042\u308b\u65b9\u306f\u591a\u3044\u3068\u601d\u3044\u307e\u3059\u3057\u3001\u79c1\u3082Kubernetes\u306f\u597d\u304d\u3067\u3059\u3002\u3057\u304b\u3057\u3001\u3060\u304b\u3089\u3068\u3044\u3063\u3066\u5acc\u306a\u3068\u3053\u308d\u3001\u4f7f\u3044\u306b\u304f\u3044\u3068\u3053\u308d\u306f\u89e6\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30d7\u30ed\u30c0\u30af\u30c8\u306b\u5408\u308f\u305b\u3066\u826f\u3044\u90e8\u5206\u3092\u9069\u6750\u9069\u6240\u3067\u4f7f\u3063\u3066\u3044\u304f\u3079\u304d\u3060\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001\u30cf\u30c3\u30ab\u30bd\u30f3\u306a\u3069\u3067\u5fc5\u305a\u304a\u4f1d\u3048\u3057\u3066\u3044\u308b\u306e\u304c\u3001\u300cDev\u3068Ops\u306e\u65b9\u3001\u5fc5\u305a\u4e21\u65b9\u3067\u6765\u3066\u307b\u3057\u3044\u300d\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002Kubernetes\u306fDev\u306e\u30c4\u30fc\u30eb\u3067\u3082\u306a\u3044\u3057\u3001Ops\u306e\u30c4\u30fc\u30eb\u3067\u3082\u3042\u308a\u307e\u305b\u3093\u3002\u4e21\u8005\u304c\u5354\u529b\u3057\u3066\u306f\u3058\u3081\u3066\u4f7f\u3044\u3053\u306a\u305b\u308b\u3082\u306e\u3067\u3059\u3002\u307e\u305f\u3001Dev\u5074\u306b\u306fOps\u5074\u306e\u3001Ops\u5074\u306b\u306fDev\u5074\u306e\u77e5\u8b58\u3092\u77e5\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u975e\u5e38\u306b\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n<p><img decoding=\"async\" src=\"https:\/\/flxy.jp\/wp-content\/uploads\/2019\/05\/7.png\" alt=\"kubernetes\" \/><\/p>\n\n<h3><span id=\"Kubernetes-5\">Kubernetes\u5c0e\u5165\u306b\u5fc5\u8981\u306a\u306e\u306f\u4e8b\u4f8b\u3067\u306f\u306a\u304f\u3001\u300c\u5c0f\u3055\u306a\u5931\u6557\u300d\u3092\u91cd\u306d\u308b\u899a\u609f<\/span><\/h3>\n\n<p>\u5bfa\u7530\uff1a<br>\nKubernetes\u306b\u306f\u5411\u304d\u4e0d\u5411\u304d\u304c\u3042\u308a\u307e\u3059\u3002\u30b9\u30b1\u30fc\u30eb\u30a2\u30a6\u30c8\u3067\u304d\u308b\u3088\u3046\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306fKubernetes\u5411\u304d\u3067\u3059\u306d\u3002\u307e\u305f\u3001\u5909\u66f4\u306b\u5f37\u3044\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3082kubernetes\u306f\u5f97\u610f\u3067\u3059\u3002\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u3082\u305d\u3046\u3067\u3059\u3002\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u3069\u3093\u3069\u3093\u30d0\u30fc\u30b8\u30e7\u30f3\u30a2\u30c3\u30d7\u3057\u3066\u3044\u304d\u305f\u3044\u3001\u3082\u3057\u304f\u306f\u65e2\u5b58\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u3044\u308d\u3044\u308d\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u8ffd\u52a0\u3057\u3066\u3044\u304d\u305f\u3044\u3001\u3042\u308b\u3044\u306f\u8ffd\u52a0\u3057\u3066\u3044\u3051\u308b\u3001\u5909\u66f4\u306b\u5f37\u3044\u30b7\u30b9\u30c6\u30e0\u306bKubernetes\u306f\u3074\u3063\u305f\u308a\u3067\u3059\u3002<\/p>\n\n<p>\u4e00\u65b9\u3001\u305f\u3068\u3048\u3070\u30b9\u30b1\u30fc\u30eb\u30a2\u30c3\u30d7\u304c\u5fc5\u8981\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306f\u5411\u304d\u307e\u305b\u3093\u3002\u4e00\u56de\u4f5c\u6210\u3057\u305f\u3089\u30d0\u30b0\u4fee\u6b63\u3057\u304b\u3057\u306a\u3044\u3088\u3046\u306a\u3001\u6614\u306e\u57fa\u5e79\u7cfb\u306e\u3088\u3046\u306a\u30b7\u30b9\u30c6\u30e0\u306a\u3089\u3001Kubernetes\u306f\u3084\u3081\u3066\u304a\u3044\u305f\u65b9\u304c\u3044\u3044\u3067\u3057\u3087\u3046\u3002\u305d\u306e\u307e\u307e\u6614\u306a\u304c\u3089\u306e\u69cb\u6210\u3067\u904b\u7528\u3059\u308b\u3053\u3068\u3092\u304a\u3059\u3059\u3081\u3057\u307e\u3059\u3002<br>\n\u3064\u307e\u308a\u306f\u9069\u6750\u9069\u6240\u306a\u306e\u3067\u3001\u3069\u3093\u306a\u30a2\u30d7\u30ea\u3092Kubernetes\u306b\u8f09\u305b\u305f\u3044\u306e\u304b\u304c\u5c0e\u5165\u306e\u91cd\u8981\u306a\u30dd\u30a4\u30f3\u30c8\u3067\u3059\u3002\u73fe\u5728\u306f\u65e5\u672c\u3082\u542b\u3081\u4e16\u754c\u4e2d\u3067Kubernetes\u3084\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u306e\u4e8b\u4f8b\u304c\u51fa\u3066\u304d\u3066\u3044\u307e\u3059\u3057\u3001\u5b9f\u969b\u306b\u304a\u5ba2\u69d8\u304c\u300c\u3042\u306e\u4f1a\u793e\u3067\u4e0a\u624b\u304f\u5c0e\u5165\u3057\u3066\u3044\u308b\u304b\u3089\u3001\u3046\u3061\u3082\u3084\u308d\u3046\u300d\u3068\u8003\u3048\u308b\u30b1\u30fc\u30b9\u306f\u3088\u304f\u3042\u308a\u307e\u3059\u3002\u5b9f\u969b\u3001\u30d9\u30f3\u30c0\u30fc\u5074\u306b\u3044\u3066\u3082\u4e8b\u4f8b\u3092\u6c42\u3081\u3089\u308c\u307e\u3059\u3002\u3067\u3059\u304c\u3001\u4ed6\u306e\u4f1a\u793e\u3067\u6210\u529f\u3057\u3066\u3044\u308b\u304b\u3089\u3068\u3044\u3063\u3066\u3001\u6280\u8853\u30ec\u30d9\u30eb\u3082\u30ce\u30a6\u30cf\u30a6\u3082\u5168\u304f\u7570\u306a\u308b\u81ea\u793e\u3067\u540c\u3058\u3053\u3068\u304c\u3067\u304d\u308b\u3068\u306f\u9650\u308a\u307e\u305b\u3093\u3002\u307e\u305a\u306f\u5c0f\u3055\u3044\u5931\u6557\u3092\u3057\u306a\u304c\u3089\u5b66\u3093\u3067\u3044\u304f\u3053\u3068\u3057\u304bKubernetes\u306f\u3067\u304d\u306a\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n<p>\u305d\u306e\u4e2d\u3067\u79c1\u304c\u63d0\u6848\u3057\u3066\u3044\u308b\u306e\u306f\u3001\u307e\u305a\u5c11\u6570\u7cbe\u92ed\u306e\u30c1\u30fc\u30e0\u3092\u4f5c\u308b\u3053\u3068\u3002\u305d\u3053\u3067Kubernetes\u3092\u8a66\u3057\u3066\u3001\u5f90\u3005\u306b\u898f\u6a21\u3092\u5e83\u3052\u3066\u3044\u304f\u306e\u304c\u6bd4\u8f03\u7684\u30ea\u30b9\u30af\u306e\u4f4e\u3044\u65b9\u6cd5\u3068\u8a00\u3048\u307e\u3059\u3002<\/p>\n\n<h3><span id=\"Kubernetes-6\">Kubernetes\u306b\u5bfe\u3057\u3066\u76f2\u76ee\u306b\u306a\u3089\u305a\u3001\u3042\u304f\u307e\u3067\u300c\u9053\u5177\u300d\u3068\u3057\u3066\u6271\u3046\u305f\u3081\u306e\u601d\u8003\u304c\u5927\u5207<\/span><\/h3>\n\n<p>\u5bfa\u7530\uff1a<br>\n\u5148\u7a0b\u9069\u6750\u9069\u6240\u3068\u304a\u4f1d\u3048\u3057\u305f\u3068\u304a\u308a\u3001Kubernetes\u306b\u5bfe\u3057\u3066\u76f2\u76ee\u306b\u306a\u3089\u306a\u3044\u3067\u307b\u3057\u3044\u3068\u3082\u601d\u3063\u3066\u3044\u307e\u3059\u3002Kubernetes\u306f\u3042\u304f\u307e\u3067\u9053\u5177\u3067\u3059\u304b\u3089\u3001Kubernetes\u4ee5\u5916\u306e\u9078\u629e\u80a2\u3067\u3088\u308a\u7c21\u5358\u306b\u3067\u304d\u308b\u65b9\u6cd5\u304c\u3042\u308b\u306e\u306a\u3089\u3001\u7a4d\u6975\u7684\u306b\u691c\u8a0e\u3059\u3079\u304d\u3067\u3059\u3002\u305f\u3068\u3048\u3070Microsoft\u306b\u306fKubernetes\u4ee5\u5916\u306b\u3082\u30b3\u30f3\u30c6\u30ca\u3092\u52d5\u304b\u3059Web App for Containers\u3068\u3044\u3046\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u306fPaaS\u3067\u63d0\u4f9b\u3057\u3066\u3044\u308b\u3082\u306e\u3067\u3001AKS\u306b\u6bd4\u3079\u305f\u3089\u5727\u5012\u7684\u306b\u6559\u80b2\u30b3\u30b9\u30c8\u304c\u304b\u304b\u308a\u307e\u305b\u3093\u3057\u3001\u30b9\u30b1\u30fc\u30eb\u3082\u7c21\u5358\u3067\u3059\u3002\u3082\u3063\u3068\u8a00\u3048\u3070\u3001\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u304c\u5411\u304f\u306e\u3067\u3042\u308c\u3070\u5f53\u7136\u8996\u91ce\u306b\u5165\u308c\u308b\u3079\u304d\u3067\u3059\u3002<\/p>\n\n<p>Kubernetes\u306f3\u30f6\u6708\u306b1\u56de\u3068\u3044\u3046\u983b\u5ea6\u3067\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u3057\u3066\u3044\u304d\u307e\u3059\u3057\u3001\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3082\u901f\u3044\u30b9\u30d4\u30fc\u30c9\u3067\u5e83\u304c\u3063\u3066\u3044\u307e\u3059\u3002\u3067\u3059\u304c\u3001\u3059\u3079\u3066\u3092Kubernetes\u3067\u3084\u308d\u3046\u3068\u3059\u308b\u3068\u975e\u5e38\u306b\u82e6\u52b4\u3059\u308b\u306e\u3067\u3059\u3002Kubernetes\u306e\u4fbf\u5229\u306a\u4e00\u90e8\u306e\u6a5f\u80fd\u3060\u3051\u3092\u4f7f\u3044\u3053\u306a\u305b\u3070\u5145\u5206\u3060\u3068\u3044\u3046\u3053\u3068\u3092\u5ff5\u982d\u306b\u3001Kubernetes\u3092\u9053\u5177\u3068\u3057\u3066\u3069\u3046\u4f7f\u3046\u306e\u304b\u3092\u691c\u8a0e\u3057\u3066\u3044\u304f\u3079\u304d\u3067\u3057\u3087\u3046\u3002<\/p>\n\n<h3><span id=\"Kubernetes-7\">\u6d77\u5916\u306e\u6700\u65b0\u60c5\u5831\u3092\u3069\u308c\u304f\u3089\u3044\u30ad\u30e3\u30c3\u30c1\u3067\u304d\u308b\u304b\u304cKubernetes\u5c0e\u5165\u306e\u660e\u6697\u3092\u5206\u3051\u308b<\/span><\/h3>\n\n<p>\u5bfa\u7530\uff1a<br>\n\u4ee5\u4e0a\u3092\u524d\u63d0\u3068\u3057\u3066\u3001Kubernetes\u3092\u5c0e\u5165\u3059\u308b\u524d\u306b\u6e96\u5099\u3059\u3079\u304d\u3053\u3068\u3082\u305f\u304f\u3055\u3093\u3042\u308a\u307e\u3059\u3002\u5f53\u7136\u3001\u30b5\u30fc\u30d3\u30b9\u3092\u6539\u5584\u3057\u305f\u3044\u306e\u3067\u3042\u308c\u3070\u307e\u305a\u306f\u73fe\u72b6\u306e\u8ab2\u984c\u3092\u6d17\u3044\u51fa\u3059\u3053\u3068\u304c\u5fc5\u8981\u3067\u3059\u3002\u30d0\u30ea\u30e5\u30fc\u30b9\u30c8\u30ea\u30fc\u30e0\u30de\u30c3\u30d4\u30f3\u30b0\u3067\u3082\u3044\u3044\u3067\u3057\u3087\u3046\u3002\u4f55\u306b\u3069\u308c\u3060\u3051\u6642\u9593\u304c\u304b\u304b\u3063\u3066\u3044\u308b\u306e\u304b\u3092\u6574\u7406\u3057\u3066\u3001\u4e00\u3064\u305a\u3064\u6539\u5584\u3057\u3066\u3044\u304f\u3002\u305d\u306e\u7d50\u679c\u3068\u3057\u3066Kubernetes\u3092\u5c0e\u5165\u3059\u308b\u3053\u3068\u3067\u5c06\u6765\u7684\u306b\u826f\u3044\u30b7\u30b9\u30c6\u30e0\u304c\u51fa\u6765\u4e0a\u304c\u308b\u306e\u3067\u3042\u3063\u3066\u3001\u3044\u304d\u306a\u308aKubernetes\u3092\u4f7f\u304a\u3046\u3001\u3068\u3044\u3046\u8a71\u306b\u306f\u306a\u3089\u306a\u3044\u306f\u305a\u3067\u3059\u3002\u305f\u3068\u3048\u3070\u307e\u305a\u306f\u30c6\u30b9\u30c8\u30b3\u30fc\u30c9\u306e\u81ea\u52d5\u5316\u304b\u3089\u3084\u3063\u3066\u3044\u304f\u3068\u3044\u3063\u305f\u5f62\u3067\u3082\u69cb\u308f\u306a\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n<p>\u6700\u5f8c\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u3068\u3057\u3066\u3001\u65b0\u3057\u3044\u6280\u8853\u306b\u89e6\u308b\u969b\u306f\u3055\u307e\u3056\u307e\u306a\u30c8\u30e9\u30d6\u30eb\u306b\u906d\u9047\u3059\u308b\u3068\u3044\u3046\u3053\u3068\u3082\u8e0f\u307e\u3048\u3066\u304a\u3044\u3066\u307b\u3057\u3044\u3068\u601d\u3044\u307e\u3059\u3002Kubernetes\u306f\u81ea\u5206\u305f\u3061\u3067\u80b2\u3066\u3066\u3044\u304f\u30b7\u30b9\u30c6\u30e0\u3067\u3082\u3042\u308a\u307e\u3059\u304b\u3089\u3001\u305d\u306e\u9014\u4e0a\u3067\u7d76\u5bfe\u306b\u30c8\u30e9\u30d6\u30eb\u304c\u8d77\u304d\u307e\u3059\u3057\u3001\u8e93\u304f\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u969b\u306b\u91cd\u8981\u306b\u306a\u308b\u306e\u306f\u3001\u5b9f\u306f\u82f1\u8a9e\u529b\u3067\u3059\u3002\u82f1\u8a9e\u529b\u306e\u5dee\u304c\u6280\u8853\u529b\u306e\u5dee\u306b\u306a\u308b\u3068\u8a00\u3063\u3066\u3082\u3044\u3044\u3002Kubernetes\u306e\u60c5\u5831\u3092\u691c\u7d22\u3057\u305f\u3068\u304d\u3001\u65e5\u672c\u8a9e\u306e\u60c5\u5831\u306f\u5927\u62b5\u53e4\u304f\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u6700\u65b0\u306e\u60c5\u5831\u306b\u3042\u305f\u308b\u306a\u3089\u3001\u5fc5\u305a\u82f1\u8a9e\u306e\u672c\u5bb6\u306e\u30b5\u30a4\u30c8\u3092\u30c1\u30a7\u30c3\u30af\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002\u3055\u3089\u306b\u30b9\u30bf\u30c3\u30af\u30aa\u30fc\u30d0\u30fc\u30d5\u30ed\u30fc\u3084GitHub\u306eIssues\u3092\u898b\u306b\u884c\u304f\u3068\u3044\u3063\u305f\u3053\u3068\u304c\u3067\u304d\u306a\u3044\u3068\u3001Kubernetes\u306f\u89e6\u308c\u306a\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n<h3><span id=\"LTKubernetes\">\uff13\u8005\u306eLT\u3092\u901a\u3057\u3066\u8003\u3048\u308b\u3001Kubernetes\u5c0e\u5165\u306e\u5171\u901a\u70b9\u3068\u306f<\/span><\/h3>\n\n<p>\u6a2a\u5c71\uff1a<br>\n\u3053\u3053\u304b\u3089\u306f\u79c1\u304c\u30d5\u30a1\u30b7\u30ea\u30c6\u30fc\u30bf\u30fc\u3092\u52d9\u3081\u3055\u305b\u3066\u3044\u305f\u3060\u304d\u307e\u3059\u306e\u3067\u3001\u3088\u308d\u3057\u304f\u304a\u9858\u3044\u3057\u307e\u3059\u3002\u307f\u306a\u3055\u3093\u767a\u8868\u3055\u308c\u305f\u5185\u5bb9\u306f\u305d\u308c\u305e\u308c\u30ed\u30fc\u30eb\u3001\u8996\u70b9\u304c\u5225\u308c\u3066\u3044\u305f\u53cd\u9762\u3001\u5c0e\u5165\u306b\u969b\u3057\u3066\u82e6\u52b4\u3057\u305f\u90e8\u5206\u3067\u306f\u5171\u901a\u70b9\u3082\u591a\u304f\u3042\u308a\u307e\u3057\u305f\u3002\u307e\u305a\u306f\u304a\u4e92\u3044\u306eLT\u3092\u805e\u3044\u305f\u611f\u60f3\u304b\u3089\u805e\u3044\u3066\u3044\u304d\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u304c\u3001\u3044\u304b\u304c\u3067\u3057\u305f\u304b\uff1f<\/p>\n\n<p>\u5742\u672c\uff1a<br>\nKubernetes\u306f\u5468\u8fba\u3082\u542b\u3081\u3066\u6210\u9577\u304c\u65e9\u304f\u30c4\u30fc\u30eb\u3082\u3055\u307e\u3056\u307e\u767b\u5834\u3057\u3066\u3044\u308b\u306e\u3067\u3001\u6a2a\u5c71\u3055\u3093\u306e\u4e8b\u4f8b\u3068Chatwork\u3068\u3067\u306f\u4f7f\u7528\u30c4\u30fc\u30eb\u304c\u5168\u304f\u9055\u3046\u306e\u304c\u9762\u767d\u3044\u3067\u3059\u306d\u3002\u305d\u306e\u4e00\u65b9\u3067Kubernetes\u306f\u5bfa\u7530\u3055\u3093\u304c\u304a\u3063\u3057\u3083\u3063\u305f\u3068\u304a\u308a\u9069\u6750\u9069\u6240\u306e\u6280\u8853\u3067\u3059\u3057\u3001\u73fe\u5834\u306b\u5909\u5316\u3092\u3082\u305f\u3089\u3057\u3066\u3044\u304f\u3068\u3044\u3046\u76ee\u7684\u306b\u30d5\u30a3\u30c3\u30c8\u3059\u308b\u3068\u3044\u3046\u70b9\u306f\u6982\u306d\u540c\u610f\u3067\u304d\u307e\u3059\u3002<\/p>\n\n<p>\u5bfa\u7530\uff1a<br>\n\u5b9f\u969bKubernetes\u306b\u89e6\u3063\u3066\u3044\u308b\u3068\u307f\u306a\u3055\u3093\u82e6\u52b4\u3055\u308c\u308b\u70b9\u304c\u5fc5\u305a\u3042\u3063\u3066\u3001\u305d\u308c\u3092\u4e57\u308a\u8d8a\u3048\u3066\u3053\u3053\u306b\u3044\u3089\u3063\u3057\u3083\u308b\u306e\u3060\u306a\u3068\u5f37\u304f\u611f\u3058\u307e\u3057\u305f\u3002\u79c1\u81ea\u8eab\u306e\u767a\u8868\u3067\u3082\u8ff0\u3079\u305f\u70b9\u3067\u3059\u304c\u3001Kubernetes\u306e\u3044\u3044\u3068\u3053\u308d\u3092\u4e0a\u624b\u306b\u4f7f\u3063\u3066\u3044\u308b\u306f\u305a\u3067\u3059\u3002<\/p>\n\n<p>\u6280\u8853\u7684\u306b\u305d\u306e\u3068\u304a\u308a\u3060\u3068\u601d\u3063\u305f\u306e\u306f\u3001\u30ed\u30fc\u30ea\u30f3\u30b0\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u306b\u3064\u3044\u3066\u3067\u3059\u3002\u79c1\u3082\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306b\u304a\u4f1d\u3048\u3057\u3066\u3044\u308b\u306e\u3067\u3059\u304c\u3001Kubernetes\u3092\u63d0\u4f9b\u3057\u3066\u3044\u308b\u30d7\u30ed\u30d0\u30a4\u30c0\u304b\u3089\u300c\u3046\u3061\u306f\u30ed\u30fc\u30ea\u30f3\u30b0\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u306e\u6a5f\u80fd\u304c\u3042\u308b\u306e\u3067\u30dc\u30bf\u30f3\u4e00\u3064\u3067\u30d0\u30fc\u30b8\u30e7\u30f3\u30a2\u30c3\u30d7\u3067\u304d\u307e\u3059\u3088\u300d\u3068\u8a00\u308f\u308c\u3066\u3082\u3001\u7d76\u5bfe\u306b\u3084\u3081\u305f\u65b9\u304c\u3044\u3044\u3067\u3059\u306d\u3002\u58ca\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n<p>\u30d0\u30fc\u30b8\u30e7\u30f3\u30a2\u30c3\u30d7\u3059\u308b\u306e\u3067\u3042\u308c\u3070\u4eca\u3042\u308b\u30af\u30e9\u30b9\u30bf\u306f\u305d\u306e\u307e\u307e\u6b8b\u3057\u3066\u304a\u3044\u3066\u3001\u65b0\u3057\u3044\u30d0\u30fc\u30b8\u30e7\u30f3\u3067\u30af\u30e9\u30b9\u30bf\u3092\u3082\u3046\u4e00\u3064\u4f5c\u3063\u305f\u65b9\u304c\u3044\u3044\u3067\u3057\u3087\u3046\u3002\u65e2\u5b58\u306e\u8a2d\u5b9a\u3092\u305d\u3061\u3089\u306b\u3059\u3079\u3066\u79fb\u884c\u3057\u3066\u3001\u4e0a\u624b\u304f\u3044\u3063\u305f\u306e\u3092\u78ba\u8a8d\u3057\u3066\u304b\u3089\u30d5\u30ed\u30f3\u30c8\u5074\u3067\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u3092\u5207\u308a\u66ff\u3048\u308b\u3002\u305d\u3061\u3089\u306e\u65b9\u304c\u5b89\u5168\u3067\u3059\u3057\u3001\u4f55\u304b\u554f\u984c\u304c\u3042\u308c\u3070\u623b\u305b\u3070\u3044\u3044\u3060\u3051\u3067\u3059\u304b\u3089\u3002\u30ed\u30fc\u30ea\u30f3\u30b0\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3092\u3057\u3066\u58ca\u308c\u305f\u3089\u3001\u3082\u3046\u5143\u306b\u623b\u305b\u307e\u305b\u3093\u3002\u3053\u306e\u3088\u3046\u306b\u30af\u30e9\u30b9\u30bf\u3092\u5bb9\u6613\u306b\u4f5c\u6210\u3057\u305f\u308a\u7834\u68c4\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u305f\u3081\u306b\u306f\u3001\uff11\u3064\u306e\u30af\u30e9\u30b9\u30bf\u3067\u5927\u898f\u6a21\u306a\u30ce\u30fc\u30c9\u3092\u69cb\u6210\u3057\u306a\u3044\u65b9\u304c\u826f\u3044\u3067\u3057\u3087\u3046\u3002\u5927\u898f\u6a21\u306a\u30af\u30e9\u30b9\u30bf\u3092\u4f5c\u308b\u4e8b\u3001\u4f8b\u3048\u3070\u3001\uff11\u30af\u30e9\u30b9\u30bf\u3067 100 \u30ce\u30fc\u30c9\u3092\u7ba1\u7406\u3059\u308b\u3088\u3046\u306a\u30af\u30e9\u30b9\u30bf\u3092\u4f5c\u308b\u3068\u3044\u3046\u306e\u306f\u3001k8s \u30af\u30e9\u30b9\u30bf\u3067\u65b0\u305f\u306b\u30e2\u30ce\u30ea\u30b7\u30c3\u30af\u3092\u4f5c\u3063\u3066\u3044\u308b\u306e\u3068\u540c\u3058\u4e8b\u3092\u610f\u5473\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n<p><img decoding=\"async\" src=\"https:\/\/flxy.jp\/wp-content\/uploads\/2019\/05\/9.png\" alt=\"kubernetes\" \/><\/p>\n\n<p>\u3010\u3054\u767b\u58c7\u8005\uff1aChatwork\u682a\u5f0f\u4f1a\u793e\u3000\u5742\u672c\u8ad2\u3055\u3093\u3011<\/p>\n\n<h2><span id=\"CDKubernetes\">CD\u4e8b\u60c5\u306fKubernetes\u904b\u7528\u306b\u304a\u3044\u3066\u82e6\u52b4\u3059\u308b\u8981\u7d20\u306e\u4e00\u3064<\/span><\/h2>\n\n<p>\u6a2a\u5c71\uff1a<br>\n\u3055\u304d\u307b\u3069LT\u304c\u7d42\u308f\u3063\u305f\u3042\u3068\u30013\u4eba\u306e\u9593\u3067CD\u304c\u5927\u5909\u3060\u3068\u3044\u3046\u8a71\u984c\u304c\u51fa\u305f\u306e\u3067\u3059\u304c\u3001\u5177\u4f53\u7684\u306a\u5927\u5909\u3055\u3084\u3001\u9006\u306b\u3053\u3093\u306aCD\u306a\u3089\u8a31\u305b\u308b\u3068\u3044\u3063\u305f\u3053\u3068\u306f\u3042\u308a\u307e\u3059\u304b\uff1f<\/p>\n\n<p>\u5742\u672c\uff1a<br>\n\u6700\u8fd1\u3046\u3061\u306e\u30c1\u30fc\u30e0\u3067\u306fgitops\u304c\u3044\u3044\u306e\u3067\u306f\u3068\u8a71\u3057\u3066\u3044\u307e\u3059\u3002\u3046\u3061\u306f\u4ecaCIOps\u306bConcourse\u3092\u4f7f\u3063\u3066\u3044\u308b\u306e\u3067\u3059\u304c\u3001CIOps\u306e\u554f\u984c\u3067Kubernetes\u306b\u63a5\u7d9a\u3057\u306a\u3044\u305f\u3081\u3001credential\u3092\u3069\u3046\u6301\u305f\u305b\u308b\u306e\u304b\u304c\u5927\u304d\u306a\u60a9\u307f\u3067\u3059\u3002GitOps\u306a\u3089\u4e2d\u306b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u5165\u308c\u3066Git\u306e\u65b9\u3092\u76e3\u8996\u3057\u3066\u30de\u30fc\u30b8\u306b\u30d5\u30c3\u30af\u3057\u3066\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u3053\u3068\u304c\u57fa\u672c\u306b\u306a\u308a\u307e\u3059\u3057\u3001\u63a5\u7d9a\u306e\u554f\u984c\u3082\u306a\u304f\u306a\u308a\u307e\u3059\u3057\u3001\u5168\u3066Git\u306b\u3042\u308b\u3068\u3044\u3046\u72b6\u614b\u306b\u306a\u308a\u307e\u3059\u306d\u3002<\/p>\n\n<p>\u6a2a\u5c71\uff1a<br>\nalgoCD\u306f\u89e6\u308a\u307e\u3057\u305f\u304b\uff1f<\/p>\n\n<p>\u5742\u672c\uff1a<br>\n\u89e6\u3063\u3066\u306a\u3044\u3067\u3059\u306d\u3002<\/p>\n\n<p>\u6a2a\u5c71\uff1a<br>\n\u3042\u308c\u306f\u7d76\u8cdb\u958b\u767a\u4e2d\u306e\u3088\u3046\u3067\u3059\u306d\u3002\u3057\u3070\u3089\u304f\u66f4\u65b0\u304c\u6b62\u307e\u3063\u3066\u3044\u305f\u306e\u3067\u3059\u304c\u3001\u6700\u8fd1\u307e\u305f\u52d5\u304d\u306f\u3058\u3081\u305f\u306e\u3067\u671f\u5f85\u3057\u3066\u3044\u307e\u3059\u3002GitOps\u3060\u3068\u8907\u6570\u306e\u30ea\u30dd\u30b8\u30c8\u30ea\u306e\u7ba1\u7406\u3084\u5404\u74b0\u5883\u306e\u5dee\u7570\u3092\u3069\u3046\u3059\u308b\u304b\u3092\u8003\u616e\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u6b63\u3057\u304f\u7ba1\u7406\u3059\u308b\u306e\u306f\u5927\u5909\u305d\u3046\u3067\u3059\u306d\u3002<\/p>\n\n<p>\u5742\u672c\uff1a<br>\n\u60a9\u307e\u3057\u3044\u3068\u3053\u308d\u3067\u3059\u306d\u3002\u5f53\u793e\u306fHelm\u3092\u4f7f\u3063\u3066\u3044\u308b\u306e\u3067\u3059\u304c\u3001\u4eca\u307e\u3067\u306f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3060\u3051\u30ea\u30dd\u30b8\u30c8\u30ea\u3057\u3066\u3044\u308c\u3070\u826f\u304b\u3063\u305f\u3082\u306e\u304c\u3001\u4eca\u306fDocker\u3067\u5207\u3063\u3066\u3001\u30a2\u30d7\u30ea\u3067\u5207\u3063\u3066\u3001\u3055\u3089\u306bHelm\u3067\u5207\u3089\u306a\u3044\u3068\u9023\u643a\u3057\u3065\u3089\u304f\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n\n<p>Kubernetes\u81ea\u4f53\u304c\u30c7\u30d7\u30ed\u30a4\u30e1\u30f3\u30c8\u306e\u4ed5\u7d44\u307f\u3092\u6301\u3063\u3066\u3044\u308b\u306e\u3067\u624b\u52d5\u3067\u3067\u304d\u306a\u3044\u3053\u3068\u3082\u306a\u3044\u306e\u3067\u3059\u304c\u3001\u305d\u3046\u306a\u308b\u3068\u4eca\u5ea6\u306f\u7ba1\u7406\u306e\u554f\u984c\u304c\u51fa\u3066\u304f\u308b\u305f\u3081\u3001\u907f\u3051\u305f\u3044\u3068\u3053\u308d\u3067\u3059\u3002\u5168\u3066\u7ba1\u7406\u753b\u9762\u3084git\u3068\u306e\u9023\u643a\u306a\u3069\u304c\u30b9\u30e0\u30fc\u30ba\u306b\u3067\u304d\u308bCI\/CD\u3092\u6a21\u7d22\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n<p>\u6a2a\u5c71\uff1a<br>\n\u5bfa\u7530\u3055\u3093\u306f\u3061\u3089\u3063\u3068Azure\u306b\u3064\u3044\u3066\u8a00\u53ca\u3055\u308c\u3066\u3044\u307e\u3057\u305f\u306d\u3002<\/p>\n\n<p>\u5bfa\u7530\uff1a<br>\n\u305a\u3063\u3068AWS\u3092\u5229\u7528\u3057\u3066\u304d\u305f\u304a\u5ba2\u69d8\u304c\u3044\u3066\u3001PHP\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092Kubernetes\u306b\u8f09\u305b\u308b\u652f\u63f4\u3092\u3057\u305f\u306e\u3067\u3059\u304c\u3001\u305d\u306e\u969b\u306b\u3054\u7d39\u4ecb\u3057\u305f\u306e\u304cAzure DevOps\u3068\u3044\u3046\u30c4\u30fc\u30eb\u3067\u3059\u3002\u65e7\u540d\u306fVisual Studio Team Services\uff08VSTS\uff09\u3002\u3053\u308c\u306fSaaS\u306e\u30b5\u30fc\u30d3\u30b9\u3067\u3001Team Foundation Server\u304b\u3089\u79fb\u884c\u3057\u305f\u3082\u306e\u3067\u3059\u3002<\/p>\n\n<p>\u79c1\u81ea\u8eab\u3001VSTS\u306fMicrosoft\u306b\u5165\u793e\u3059\u308b\u307e\u3067\u306f\u5b58\u5728\u3092\u77e5\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u3057\u3001Java\u7551\u306e\u4eba\u9593\u3060\u3063\u305f\u3053\u3068\u3082\u3042\u308a\u3001C#\u306e\u3053\u3068\u3057\u304b\u8003\u3048\u3066\u3044\u306a\u3044\u3082\u306e\u3060\u308d\u3046\u3068\u601d\u3063\u3066\u3044\u305f\u306e\u3067\u3059\u304c\u3001CI\/CD\u304c\u975e\u5e38\u306b\u4fbf\u5229\u3067\u3057\u305f\u3002Azure DevOps\u5358\u4f53\u3067\u4f7f\u3048\u307e\u3059\u304b\u3089\u3001\u3053\u308c\u3067CI\/CD\u3092\u884c\u3044\u3001\u30c7\u30d7\u30ed\u30a4\u5148\u3068\u3057\u3066AWS\u3084GCP\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n\n<p>\u901a\u5e38\u306a\u3089\u4e00\u3064\u305a\u3064\u81ea\u5206\u3067CI\/CD\u74b0\u5883\u3092\u4f5c\u6210\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u304c\u3001Azure DevOps\u3092\u4f7f\u3046\u3068sample\u3092\u7c21\u5358\u306b\u4f5c\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30a6\u30a3\u30b6\u30fc\u30c9\u5f62\u5f0f\u3067\u3001Java\u3092\u4f7f\u7528\u3059\u308b\u3001deploy\u5148\u3092Kubernetes\u306b\u3059\u308b\u306a\u3069\u6761\u4ef6\u3092\u9078\u3093\u3067\u30da\u30fc\u30b8\u9077\u79fb\u3092\u3059\u308b\u3068\u3001\u305d\u308c\u3060\u3051\u3067Git\u3001\u30d3\u30eb\u30c9\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3001\u30c7\u30d7\u30ed\u30a4\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3001\u3055\u3089\u306bKubernetes\u3082\u4f5c\u6210\u3057\u3066\u3001\u6700\u5f8c\u306b\u30c7\u30d7\u30ed\u30a4\u304c\u5b8c\u4e86\u3057\u305f\u3089\u30e1\u30fc\u30eb\u304c\u9001\u4fe1\u3055\u308c\u307e\u3059\u3002<\/p>\n\n<p>\u6a2a\u5c71\uff1a<br>\n\u306a\u308b\u307b\u3069\u3002\u3061\u306a\u307f\u306b\u5f53\u793e\u306fCD\u30c4\u30fc\u30eb\u306bCGP\u306e\u30b5\u30fc\u30d3\u30b9\u3067\u3042\u308bCloudBuild\u3092\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059\u3002\u30d3\u30eb\u30c9\u30b9\u30c6\u30c3\u30d7\u81ea\u4f53\u3082\u30b3\u30f3\u30c6\u30ca\u3092\u4f7f\u3046\u306e\u304c\u30e6\u30cb\u30fc\u30af\u3067\u7656\u304c\u5f37\u3044\u3067\u3059\u304c\u9762\u767d\u3044\u30c4\u30fc\u30eb\u3067\u3059\u3002\u3042\u3068\u306fSpinnaker\u3084JenkinsX\u3082\u3042\u308a\u307e\u3059\u306d\u3002<\/p>\n\n<p>\u5742\u672c\uff1a<br>\nSpinnaker\u306f\u30e1\u30eb\u30ab\u30ea\u3055\u3093\u306a\u3069\u304c\u4f7f\u3063\u3066\u3044\u307e\u3059\u3057\u3001\u898f\u6a21\u306e\u5927\u304d\u3044\u30c1\u30fc\u30e0\u306b\u306f\u30d5\u30a3\u30c3\u30c8\u3059\u308b\u306e\u3067\u3057\u3087\u3046\u306d\u3002\u305f\u3060\u3001\u6a5f\u80fd\u304c\u8c4a\u5bcc\u306a\u3082\u306e\u3092\u30ab\u30d0\u30fc\u3059\u308b\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306a\u306e\u3067\u975e\u5e38\u306b\u91cd\u304f\u3001\u5c0f\u3055\u3044\u30c1\u30fc\u30e0\u306b\u306f\u96e3\u3057\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n<p><img decoding=\"async\" src=\"https:\/\/flxy.jp\/wp-content\/uploads\/2019\/05\/10.png\" alt=\"kubernetes\" \/><\/p>\n\n<p>\u3010\u5199\u771f\uff1a\u5de6\u304b\u3089\u3000\u65e5\u672cMicrosoft\u682a\u5f0f\u4f1a\u793e \u30b7\u30cb\u30a2\u30af\u30e9\u30a6\u30c9\u30c7\u30d9\u30ed\u30c3\u30d1\u30fc\u30a2\u30c9\u30dc\u30b1\u30a4\u30c8\u3000\u5bfa\u7530\u4f73\u592e\u3055\u3093\u3001Chatwork\u682a\u5f0f\u4f1a\u793e\u3000\u5742\u672c\u8ad2\u3055\u3093\u3001\u30e2\u30c7\u30ec\u30fc\u30bf\u306e\u6a2a\u5c71\u54f2\u90ce\u3055\u3093\u3011<\/p>\n\n<h2><span id=\"DevOps\">Dev\u3068Ops\u304c\u304a\u4e92\u3044\u306e\u9818\u57df\u306b\u8e0f\u307f\u8fbc\u307f\u3001\u77e5\u8b58\u3092\u5f97\u308b\u3053\u3068\u304c\u6c42\u3081\u3089\u308c\u308b<\/span><\/h2>\n\n<p>\u6a2a\u5c71\uff1a<br>\nCD\u306b\u3053\u3060\u308f\u308b\u306e\u306f\u3001\u3055\u304d\u307b\u3069\u306e\u5bfa\u7530\u3055\u3093\u306eLT\u306b\u3082\u3042\u308a\u307e\u3057\u305f\u304cOps\u3060\u3051\u3067\u306a\u304fDev\u306e\u4eba\u3082\u95a2\u308f\u3063\u3066\u3082\u3089\u308f\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u304b\u3089\u3067\u3059\u3002\u30c7\u30d7\u30ed\u30a4\u304c\u7c21\u5358\u306b\u3067\u304d\u308c\u3070\u3001Dev\u306eKubernetes\u306b\u5bfe\u3059\u308b\u30cf\u30fc\u30c9\u30eb\u3082\u9ad8\u3059\u304e\u305a\u306b\u6e08\u3080\u3002\u3068\u306f\u3044\u3048\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u3092\u5fb9\u5e95\u7684\u306b\u5b66\u307c\u3046\u3068\u601d\u3063\u305f\u306a\u3089Dev\u3067\u3082Kubernetes\u306e\u6577\u5c45\u306e\u9ad8\u3044\u90e8\u5206\u3092\u5b66\u3093\u3060\u307b\u3046\u304c\u3044\u3044\u3068\u3082\u8003\u3048\u3089\u308c\u307e\u3059\u3002\u3044\u304b\u304c\u3067\u3057\u3087\u3046\u304b\uff1f<\/p>\n\n<p>\u5bfa\u7530\uff1a<br>\n\u79c1\u81ea\u8eab\u306f\u30d0\u30c3\u30af\u30b0\u30e9\u30a6\u30f3\u30c9\u3068\u3057\u3066\u5927\u5b66\u6642\u4ee3\u306bUnix\u3084Linux\u306b\u89e6\u308c\u3066\u304d\u307e\u3057\u305f\u3057\u3001\u305d\u306e\u5f8cJava\u3092\u5b66\u3073\u307e\u3057\u305f\u3002\u79c1\u305f\u3061\u306f\u305f\u307e\u305f\u307e\u305d\u3046\u3044\u3046\u7d4c\u9a13\u306e\u91cd\u306d\u65b9\u3092\u3057\u3066\u304d\u307e\u3057\u305f\u304c\u3001\u4eca\u306e\u65b9\u306b\u305d\u308c\u304c\u3067\u304d\u308b\u304b\u3068\u3044\u3046\u3068\u96e3\u3057\u3044\u90e8\u5206\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n\n<p>\u305d\u306e\u70b9\u3067\u79c1\u304c\u3059\u3054\u3044\u3068\u601d\u3063\u305f\u306e\u306f\u3001NAVITIME\u3055\u3093\u306e\u53d6\u308a\u7d44\u307f\u3067\u3001Dev\u306f\u30a4\u30f3\u30d5\u30e9\u306b\u3001\u30a4\u30f3\u30d5\u30e9\u306fDev\u306b\u30b8\u30e7\u30d6\u30ed\u30fc\u30c6\u30fc\u30b7\u30e7\u30f3\u3059\u308b\u3068\u3044\u3046\u3082\u306e\u3067\u3059\u3002\u305d\u306e\u52b9\u679c\u3068\u3057\u3066\u3001\u305d\u308c\u307e\u3067\u306fDev\u5074\u304c\u300c\u30a4\u30f3\u30d5\u30e9\u306a\u3093\u3066\u2026\u300d\u3068\u601d\u3063\u3066\u3044\u305f\u90e8\u5206\u3084\u3001\u9006\u306b\u30a4\u30f3\u30d5\u30e9\u5074\u304c\u300c\u81ea\u5206\u306f\u30a4\u30f3\u30d5\u30e9\u5074\u3057\u304b\u308f\u304b\u3089\u306a\u3044\u304b\u3089\u300d\u3068\u601d\u8003\u505c\u6b62\u3057\u3066\u3044\u305f\u90e8\u5206\u304c\u89e3\u6d88\u3055\u308c\u3001\u9006\u306bDev\u5074\u304c\u30a4\u30f3\u30d5\u30e9\u3092\u3084\u308a\u305f\u3044\u3001\u30a4\u30f3\u30d5\u30e9\u5074\u304cDev\u3092\u3084\u308a\u305f\u3044\u3068\u601d\u3046\u3088\u3046\u306b\u306a\u308b\u306a\u3069\u3001\u826f\u3044\u30a8\u30f3\u30b8\u30cb\u30a2\u30b5\u30a4\u30af\u30eb\u304c\u56de\u3063\u3066\u3044\u308b\u305d\u3046\u3067\u3059\u3002<\/p>\n\n<p>\u4f1a\u793e\u306e\u53d6\u308a\u7d44\u307f\u304c\u7121\u3044\u5834\u5408\u306f\u81ea\u5206\u81ea\u8eab\u3067\u6210\u9577\u3092\u4fc3\u3059\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002\u305f\u3060\u3001\u81ea\u5206\u306b\u30a4\u30f3\u30d5\u30e9\u77e5\u8b58\u304c\u8db3\u308a\u306a\u3044\u306a\u3089\u305d\u3061\u3089\u306b\u7a4d\u6975\u7684\u306b\u624b\u3092\u4f38\u3070\u3059\u3068\u3044\u3063\u305f\u3053\u3068\u3092\u3057\u3066\u3044\u304b\u306a\u3044\u3068\u3001\u4eca\u5f8c10\u5e74\u751f\u304d\u6b8b\u308c\u306a\u3044\u306e\u304b\u306a\u3068\u3082\u601d\u3044\u307e\u3059\u3002<\/p>\n\n<p>\u5742\u672c\uff1a<br>\nChatwork\u3067SRE\u7684\u306a\u53d6\u308a\u7d44\u307f\u304c\u3067\u304d\u3066\u3044\u308b\u304b\u3068\u3044\u3046\u3068\u3001\u6b63\u76f4\u307e\u3060\u307e\u3060\u4e0d\u8db3\u3057\u3066\u3044\u307e\u3059\u3002SRE\u3082Google\u3060\u304b\u3089\u3067\u304d\u308b\u3053\u3068\u3067\u3001\u305d\u3053\u307e\u3067\u306e\u4f53\u529b\u306f\u7121\u3044\u306e\u304c\u6b63\u76f4\u306a\u3068\u3053\u308d\u3067\u3059\u3002\n\u57fa\u672c\u7684\u306aSRE\u306e\u65b9\u91dd\u3068\u3057\u3066\u8003\u3048\u3066\u3044\u308b\u306e\u306f\u3001\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u6e96\u5099\u3059\u308b\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002Dev\u5074\u306bDevOps\u3092\u3059\u3079\u3066\u4efb\u305b\u308b\u306e\u306f\u7121\u7406\u306a\u8a71\u306a\u306e\u3067\u3001\u3069\u3046\u3084\u3063\u305f\u3089\u4f7f\u3044\u3084\u3059\u304f\u306a\u308b\u306e\u304b\u3092\u541f\u5473\u3057\u3001\u3084\u308a\u305f\u3044\u5185\u5bb9\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306e\u74b0\u5883\u3092\u7528\u610f\u3059\u308b\u306e\u3082SRE\u306e\u5f79\u5272\u3067\u3059\u3002\u7d50\u5c40\u305d\u3053\u306f\u3001\u7d44\u7e54\u304c\u3069\u3046\u69cb\u6210\u3055\u308c\u3066\u3044\u308b\u304b\u3082\u7d61\u3093\u3067\u304d\u307e\u3059\u306d\u3002<\/p>\n\n<p>\u6a2a\u5c71\uff1a<br>\nDev\u3001Ops\u3068\u3044\u3046\u3088\u308a\u3082\u3001\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u306b\u5bfe\u3057\u3066\u3069\u3046\u30b5\u30fc\u30d3\u30b9\u3092\u30c7\u30ea\u30d0\u30ea\u30fc\u3067\u304d\u308b\u306e\u304b\u3092Kubernetes\u306b\u3057\u305f\u304b\u3089\u3053\u305d\u8003\u3048\u306a\u3051\u308c\u3070\u3044\u3051\u307e\u305b\u3093\u304b\u3089\u3001\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u4ed5\u65b9\u3082\u541f\u5473\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3088\u306d\u3002<\/p>\n\n<p><img decoding=\"async\" src=\"https:\/\/flxy.jp\/wp-content\/uploads\/2019\/05\/11.png\" alt=\"kubernetes\" \/><\/p>\n\n<p>\u3010\u30e2\u30c7\u30ec\u30fc\u30bf\uff1a\u6a2a\u5c71\u54f2\u90ce\u3055\u3093\u3011<\/p>\n\n<h2><span id=\"i-4\">\u8cea\u7591\u5fdc\u7b54<\/span><\/h2>\n\n<h3><span id=\"Kubernetes-8\">Kubernetes\u306b\u3057\u3066\u5f8c\u6094\u3057\u305f\u3053\u3068\u306f\u3042\u308a\u307e\u3059\u304b\uff1f<\/span><\/h3>\n\n<p>\u5742\u672c\uff1a<br>\n\u5f8c\u6094\u3057\u305f\u3053\u3068\u306f\u306a\u3044\u3067\u3059\u306d\u3002\u591c\u7720\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n\n<p>\u6a2a\u5c71\uff1a<br>\n\u5bfa\u7530\u3055\u3093\u306f\u304a\u5ba2\u69d8\u304c\u5f8c\u6094\u3057\u305d\u3046\u3060\u3068\u4e88\u898b\u3067\u304d\u308b\u30b1\u30fc\u30b9\u304c\u3042\u308c\u3070\u3001\u57fa\u6e96\u3092\u6559\u3048\u3066\u307b\u3057\u3044\u3067\u3059\u3002<\/p>\n\n<p>\u5bfa\u7530\uff1a<br>\n\u5148\u306b\u30b3\u30f3\u30c6\u30ca\u3092\u3084\u308a\u305f\u3044\u3001\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u3092\u3084\u308a\u305f\u3044\u3001Kubernetes\u3092\u3084\u308a\u305f\u3044\uff01\u304b\u3089\u5165\u308b\u5834\u5408\u306f\u3001\u5371\u967a\u3092\u5bdf\u77e5\u3057\u307e\u3059\u306d\u3002\u3053\u308c\u3082\u30cf\u30c3\u30ab\u30bd\u30f3\u306a\u3069\u3067\u304a\u4f1d\u3048\u3057\u3066\u3044\u308b\u3053\u3068\u3067\u3059\u304c\u3001\u3053\u308c\u304b\u3089\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u306f\u4f55\u306b\u3069\u3093\u306a\u6280\u8853\u304c\u5411\u304f\u306e\u304b\u3092\u898b\u5b9a\u3081\u308b\u529b\u304c\u91cd\u8981\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u30b7\u30b9\u30c6\u30e0\u306bKubernetes\u306f\u5411\u304b\u306a\u3044\u304b\u3089\u3001\u5225\u306e\u6280\u8853\u3092\u4f7f\u3046\u3079\u304d\u3060\u3068\u306f\u3063\u304d\u308a\u8003\u3048\u3001\u767a\u8a00\u3067\u304d\u308b\u4eba\u304c\u6c42\u3081\u3089\u308c\u308b\u306f\u305a\u3067\u3059\u3002\u76db\u308a\u4e0a\u304c\u308a\u306b\u4e57\u3063\u304b\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u4e00\u5ea6\u8e0f\u307f\u3068\u3069\u307e\u3063\u3066\u8003\u3048\u3089\u308c\u308b\u4eba\u3001\u3067\u3059\u306d\u3002<\/p>\n\n<h3><span id=\"Kubernetes-9\">Kubernetes\u306e\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u7ba1\u7406\u306f\u3069\u3046\u3057\u3066\u3044\u307e\u3059\u304b\uff1f<\/span><\/h3>\n\n<p>\u6a2a\u5c71\uff1a<br>\n\u79c1\u306e\u4e8b\u4f8b\u3067\u8a00\u3046\u3068\u3001\u57fa\u672c\u69cb\u6210\u3084\u30c7\u30d7\u30ed\u30a4\u30e1\u30f3\u30c8\u306a\u3069\u306e\u7d30\u304b\u3044\u8a2d\u8a08\u90e8\u5206\u306f\u30a4\u30f3\u30d5\u30e9\u5074\u306e\u5f79\u5272\u3060\u3068\u601d\u3063\u3066\u3044\u307e\u3059\u3002\u305f\u3068\u3048\u3070Dev\u5074\u304cCronJob\u3092\u4e00\u3064\u5165\u308c\u305f\u3044\u3068\u3044\u3063\u305f\u5834\u5408\u306f\u81ea\u52d5\u751f\u6210\u3059\u308b\u30b3\u30de\u30f3\u30c9\u3092\u7528\u610f\u3057\u3066\u3001\u7c21\u5358\u306b\u65b0\u3057\u3044\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3066\u3044\u307e\u3059\u3002\u30a8\u30f3\u30c8\u30ea\u30fc\u30dd\u30a4\u30f3\u30c8\u3092Dev\u5411\u3051\u306b\u7f6e\u3044\u3066\u304a\u304f\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002<\/p>\n\n<p>\u5742\u672c\uff1a<br>\n\u3046\u3061\u306e\u5834\u5408\u306f\u57fa\u672c\u7684\u306bHelm\u3092\u4f7f\u3063\u3066\u3044\u307e\u3059\u304c\u3001Helm\u30c1\u30e3\u30fc\u30c8\u306e\u5834\u5408\u306f\u30af\u30e9\u30b9\u30bf\u3092\u904b\u7528\u3059\u308b\u4e0a\u3067\u5fc5\u8981\u306a\u3082\u306e\u306fSRE\u304c\u7ba1\u7406\u3057\u3066\u3001\u30a2\u30d7\u30ea\u306b\u95a2\u3057\u3066\u306f\u307b\u307cDev\u5074\u306b\u4efb\u305b\u3066\u3044\u307e\u3059\u3002<\/p>\n\n<p>\u5bfa\u7530\uff1a<br>\n1\u3064\u306e\u30b5\u30fc\u30d3\u30b9\u306b\u5bfe\u3057\u3066\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3068\u5fc5\u8981\u306aDocker\u30d5\u30a1\u30a4\u30eb\u3084yaml\u30921\u3064\u306e\u30ea\u30dd\u30b8\u30c8\u30ea\u306b\u307e\u3068\u3081\u3066\u3044\u307e\u3059\u3002\u5225\u306b\u3059\u308b\u3068\u3001\u79c1\u306e\u5834\u5408\u3069\u3053\u306b\u7f6e\u3044\u305f\u306e\u304b\u5fd8\u308c\u3066\u3057\u307e\u3046\u306e\u3067\u3002<\/p>\n\n<h3><span id=\"Kubernetes-10\">\u5b66\u7fd2\u30fb\u904b\u7528\u30b3\u30b9\u30c8\u304c\u9ad8\u304f\u3001\u4eba\u6750\u96e3\u6613\u5ea6\u304c\u9ad8\u3044\u4e2d\u3067Kubernetes\u3092\u5c0e\u5165\u3057\u3066\u3044\u308b\u7406\u7531\u306f\uff1f<\/span><\/h3>\n\n<p>\u6a2a\u5c71\uff1a<br>\n\u78ba\u304b\u306bKubernetes\u306b\u89e6\u308c\u3066\u3044\u308b\u4eba\u6750\u306f\u5e02\u5834\u306b\u591a\u304f\u306a\u3044\u306e\u3067\u3001\u7372\u5f97\u3057\u305f\u3044\u306e\u306f\u5b66\u3076\u610f\u6b32\u306e\u3042\u308b\u4eba\u3067\u3059\u306d\u3002\u6280\u8853\u81ea\u4f53\u306f\u96e3\u3057\u3044\u3082\u306e\u306e\u3001\u304c\u3093\u3070\u308c\u3070\u306a\u3093\u3068\u304b\u306a\u308b\u30ec\u30d9\u30eb\u3067\u3059\u3002<\/p>\n\n<p>\u5742\u672c\uff1a<br>\nKubernetes\u81ea\u4f53\u304c\u6bd4\u8f03\u7684\u65b0\u3057\u3044\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3067\u6574\u7406\u3055\u308c\u3066\u3044\u307e\u3059\u304b\u3089\u3001\u5c11\u306a\u304f\u3068\u3082HBase\u306b\u6bd4\u3079\u308c\u3070\u308f\u304b\u308a\u3084\u3059\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n<p>\u5bfa\u7530\uff1a<br>\nJava\u7551\u306e\u4eba\u9593\u306b\u3057\u3066\u307f\u308b\u3068\u3001Enterprise Java\u3068Kubernetes\u306f\u305d\u3063\u304f\u308a\u3067\u3059\u3002\u4eca\u307e\u3067\u57f9\u3063\u3066\u304d\u305f\u30ce\u30a6\u30cf\u30a6\u3092\u305d\u306e\u307e\u307eKubernetes\u3067\u3082\u5229\u7528\u3067\u304d\u308b\u306e\u3067\u3001\u4eca\u307e\u3067Java\u306e\u30a2\u30d7\u30ea\u5074\u3092\u3084\u3063\u3066\u3044\u305f\u3082\u306e\u304c\u30b3\u30f3\u30c6\u30ca\u5074\u306b\u5909\u308f\u3063\u305f\u3060\u3051\u3068\u3044\u3046\u611f\u899a\u304c\u5f37\u3044\u3067\u3059\u306d\u3002<\/p>\n\n<h3><span id=\"i-5\">\u30b3\u30f3\u30c6\u30ca\u76e3\u8996\u306f\u3069\u3046\u3057\u3066\u3044\u307e\u3059\u304b\uff1f<\/span><\/h3>\n\n<p>\u6a2a\u5c71\uff1a<br>\nautodiscovery\u304c\u3064\u3044\u3066\u3044\u306a\u3044\u3068\u59cb\u307e\u3089\u306a\u3044\u306e\u3067\u3001\u9078\u629e\u80a2\u306fDatadog\u304bPrometheus\u306b\u306a\u308a\u307e\u3059\u306d\u3002<\/p>\n\n<p>\u5742\u672c\uff1a<br>\nPrometheus\u306e\u65b9\u304c\u62e1\u5f35\u6027\u306f\u5727\u5012\u7684\u306b\u9ad8\u3044\u3082\u306e\u306e\u3001\u305d\u306e\u5206\u81ea\u5206\u305f\u3061\u3067\u8abf\u6574\u3057\u3066\u306a\u3093\u3068\u304b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002Datadog\u306e\u65b9\u306f\u304a\u91d1\u3055\u3048\u6255\u3048\u3070Datadog\u5074\u304c\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3057\u3066\u304f\u308c\u307e\u3059\u3057\u3001\u5b89\u5b9a\u3057\u3066\u3044\u308b\u306e\u3067\u57fa\u672c\u7684\u306a\u90e8\u5206\u306f\u6291\u3048\u3089\u308c\u308b\u3068\u601d\u3044\u307e\u3059\u3002Datadog\u3067\u3082Prometheus\u306eexporter\u304b\u3089\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u8fbc\u3080\u3053\u3068\u306f\u53ef\u80fd\u306a\u306e\u3067\u3001Prometheus\u306b\u3057\u304b\u5bfe\u5fdc\u3057\u3066\u3044\u306a\u3044\u5834\u5408\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u3082\u5229\u7528\u3059\u308b\u3053\u3068\u306f\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n<p>\u6a2a\u5c71\uff1a<br>\nAzure\u306e\u5834\u5408\u306f\u3069\u3046\u3067\u3057\u3087\u3046\uff1f<\/p>\n\n<p>\u5bfa\u7530\uff1a<br>\n\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u6642\u306b\u76e3\u8996\u7528\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002AKS\u306e\u58f2\u308a\u306e\u4e00\u3064\u3067\u3059\u306d\u3002\u7279\u306b\u6d77\u5916\u306e\u304a\u5ba2\u69d8\u306b\u591a\u3044\u306e\u304c\u3001\u81ea\u5206\u305f\u3061\u306f\u30b5\u30fc\u30d3\u30b9\u306e\u958b\u767a\u306b\u96c6\u4e2d\u3057\u305f\u3044\u3068\u3044\u3046\u8981\u671b\u3060\u304b\u3089\u3067\u3059\u3002Prometheus\u3092\u4f7f\u3046\u306b\u3057\u3066\u3082\u30ed\u30b0\u306e\u30dc\u30ea\u30e5\u30fc\u30e0\u3092\u3069\u3046\u7ba1\u7406\u3059\u308b\u304b\u306a\u3069\u624b\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u304b\u3089\u3001\u5fcc\u907f\u3059\u308b\u65b9\u304c\u591a\u3044\u3002AKS\u306f\u305d\u3053\u3092\u30de\u30cd\u30fc\u30b8\u30c9\u5074\u3067\u5f15\u304d\u53d6\u308b\u5f62\u306b\u3057\u3066\u3001\u30ed\u30b8\u30c3\u30af\u306e\u958b\u767a\u306b\u96c6\u4e2d\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3066\u3044\u307e\u3059\u3002Prometheus\u306a\u3069\u3067\u3067\u304d\u308b\u3053\u3068\u306f\u5927\u4f53\u30dd\u30fc\u30bf\u30eb\u4e0a\u3067\u3067\u304d\u308b\u30a4\u30e1\u30fc\u30b8\u3067\u3059\u3002<\/p>\n\n<h3><span id=\"i-6\">\u30a2\u30d7\u30ea\u30c7\u30d9\u30ed\u30c3\u30d1\u30fc\u304c\u30b3\u30f3\u30c6\u30ca\u6280\u8853\u306b\u7121\u95a2\u5fc3\u3067\u3059\u3002\u3069\u3046\u3057\u305f\u3089\u3044\u3044\u3067\u3057\u3087\u3046\u304b\uff1f<\/span><\/h3>\n\n<p>\u5bfa\u7530\uff1a<br>\n\u4f01\u696d\u5411\u3051\u306b\u30e2\u30c1\u30d9\u30fc\u30b7\u30e7\u30f3\u30a2\u30c3\u30d7\u306e\u8a71\u3082\u3055\u305b\u3066\u3044\u305f\u3060\u304f\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u4eca\u5f8c\u306f\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3057\u3066\u3069\u3046\u6210\u9577\u3057\u305f\u3044\u306e\u304b\u306b\u6c17\u3065\u304f\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u305d\u3046\u3067\u306f\u306a\u3044\u30a8\u30f3\u30b8\u30cb\u30a2\u3067\u3001\u306f\u3063\u304d\u308a\u3068\u5dee\u304c\u51fa\u3066\u304f\u308b\u306f\u305a\u3060\u3068\u304a\u4f1d\u3048\u3057\u3066\u3044\u307e\u3059\u3002\u7d66\u4e0e\u683c\u5dee\u3082\u751f\u307e\u308c\u307e\u3059\u3002\u79c1\u81ea\u8eab\u3001\u77e5\u308a\u5408\u3044\u306e\u793e\u9577\u3055\u3093\u306b\u306f\u5e74\u9f62\u3084\u6027\u5225\u306f\u95a2\u4fc2\u306a\u304f\u3001\u601d\u3044\u5207\u308a\u7d66\u6599\u306e\u5dee\u3092\u3064\u3051\u308b\u3079\u304d\u3060\u3068\u304a\u4f1d\u3048\u3057\u3066\u3044\u307e\u3059\u3002\u305d\u3046\u3057\u306a\u3044\u3068\u5909\u308f\u3063\u3066\u3044\u304d\u307e\u305b\u3093\u304b\u3089\u3002<\/p>\n\n<p>\u6a2a\u5c71\uff1a<br>\n\u65e5\u3005\u65b0\u3057\u3044\u6280\u8853\u304c\u305f\u304f\u3055\u3093\u767b\u5834\u3059\u308b\u4e2d\u3067\u3002\u3059\u3079\u3066\u30ad\u30e3\u30c3\u30c1\u30a2\u30c3\u30d7\u3059\u308b\u306e\u306f\u7121\u7406\u3067\u3059\u3002\u305f\u3060\u6a19\u6e96\u5316\u304c\u5165\u308b\u306a\u3069\u3001\u6f6e\u76ee\u304c\u5909\u308f\u308b\u77ac\u9593\u306f\u3042\u308a\u307e\u3059\u3002Kubernetes\u306f\u53bb\u5e74\u6f6e\u76ee\u304c\u5909\u308f\u308a\u307e\u3057\u305f\u3002Cloud Native Computing Foundation\u300d\uff08CNCF\uff09\u304cKubernetes\u3092\u5352\u696d\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\uff08Graduated Project\uff09\u306b\u8a8d\u5b9a\u3057\u3066\u3001\u4eca\u5f8c\u9577\u5e74\u306b\u308f\u305f\u3063\u3066\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u308b\u6280\u8853\u3060\u3068\u3044\u3046\u8da8\u52e2\u304c\u6c7a\u307e\u308a\u307e\u3057\u305f\u3002\u30d7\u30ed\u30c0\u30af\u30c8\u306e\u3059\u3079\u3066\u306b\u5c0e\u5165\u3059\u308b\u304b\u306f\u541f\u5473\u306e\u5fc5\u8981\u304c\u3042\u308b\u3068\u306f\u3044\u3048\u3001\u4eca\u5f8c\u306e\u6280\u8853\u306e\u4e2d\u5fc3\u306b\u306a\u3063\u3066\u304f\u308b\u306f\u305a\u3067\u3059\u304b\u3089\u3001\u52c9\u5f37\u3092\u3057\u3066\u7d76\u5bfe\u306b\u640d\u306f\u3057\u306a\u3044\u6280\u8853\u3060\u3068\u3044\u3046\u70b9\u306f\u62bc\u3055\u3048\u3066\u304a\u304f\u3079\u304d\u3067\u3057\u3087\u3046\u3002<\/p>\n\n<h2><span 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href=\"https:\/\/flxy.jp\/media\/article\/13235\">\u30a4\u30f3\u30d5\u30e9\u6226\u7565\u6700\u524d\u7dda\uff5e\u30c8\u30c3\u30d7\u6280\u8853\u8005\u305f\u3061\u304c\u8a9e\u308b\u30a4\u30f3\u30d5\u30e9\u6226\u7565\u306e\u30ea\u30a2\u30eb\u306a\u88cf\u5074\uff5e<\/a><\/li>\n<li><a href=\"https:\/\/flxy.jp\/media\/article\/14225\">\u3010COO\u00d7CTO\u5bfe\u8ac7\u3011Web\u3067\u30aa\u30fc\u30d7\u30f3\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u306e\u6d78\u900f\u3092\u76ee\u6307\u3059\u300ceiicon\u300d\u30ea\u30d6\u30e9\u30f3\u30c9\u306e\u88cf\u5074<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u203b\u672c\u8a18\u4e8b\u306f2019\u5e745\u6708\u306b\u516c\u958b\u3055\u308c\u305f\u5185\u5bb9\u3067\u3059\u3002 2019\u5e744\u67082\u65e5\u306b\u958b\u50ac\u3055\u308c\u305fCTO meetup\u3002\u4eca\u56de\u306f\u3001\u30de\u30a4\u30af\u30ed\u30b5\u30fc &#8230; 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