{"id":1377,"date":"2025-05-27T06:07:27","date_gmt":"2025-05-26T21:07:27","guid":{"rendered":"https:\/\/itstudy365.com\/blog\/?p=1377"},"modified":"2025-05-27T06:09:13","modified_gmt":"2025-05-26T21:09:13","slug":"kubernetes-learning-%e7%ac%ac23%e7%ab%a0%ef%bc%9ahorizontal-pod-autoscaler%ef%bc%88hpa%ef%bc%89-%e3%80%9c%e8%b2%a0%e8%8d%b7%e3%81%ab%e5%bf%9c%e3%81%98%e3%81%a6pod%e3%81%ae%e6%95%b0%e3%82%92%e8%87%aa","status":"publish","type":"post","link":"https:\/\/itstudy365.com\/blog\/2025\/05\/27\/kubernetes-learning-%e7%ac%ac23%e7%ab%a0%ef%bc%9ahorizontal-pod-autoscaler%ef%bc%88hpa%ef%bc%89-%e3%80%9c%e8%b2%a0%e8%8d%b7%e3%81%ab%e5%bf%9c%e3%81%98%e3%81%a6pod%e3%81%ae%e6%95%b0%e3%82%92%e8%87%aa\/","title":{"rendered":"Kubernetes Learning \u7b2c23\u7ae0\uff1aHorizontal Pod Autoscaler\uff08HPA\uff09 \u301c\u8ca0\u8377\u306b\u5fdc\u3058\u3066Pod\u306e\u6570\u3092\u81ea\u52d5\u3067\u8abf\u6574\u301c"},"content":{"rendered":"\n<button id=\"bb1\" type=\"button\" value=\"Play\" class=\"responsivevoice-button\" title=\"ResponsiveVoice Tap to Start\/Stop Speech\"><span>&#128266; Play<\/span><\/button>\n        <script>\n            bb1.onclick = function(){\n                if(responsiveVoice.isPlaying()){\n                    responsiveVoice.cancel();\n                }else{\n                    responsiveVoice.speak(\"Kubernetes\u306e\u9b45\u529b\u306e\u3072\u3068\u3064\u304c\u300c\u30aa\u30fc\u30c8\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u300d\u3067\u3059\u3002\u3064\u307e\u308a\u3001\u30a2\u30af\u30bb\u30b9\u304c\u5897\u3048\u305f\u3068\u304d\u306b\u306f\u81ea\u52d5\u3067Pod\u3092\u5897\u3084\u3057\u3001\u843d\u3061\u7740\u3044\u305f\u3089\u6e1b\u3089\u3059\u3001\u3068\u3044\u3046 \u81ea\u5f8b\u7684\u306a\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0 \u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002 \u305d\u306e\u4ed5\u7d44\u307f\u306e\u4e2d\u5fc3\u306b\u3042\u308b\u306e\u304c Horizontal Pod Autoscaler\uff08HPA\uff09 \u3067\u3059\u3002 \ud83c\udfaf Horizontal Pod 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Server\uff1a\u30ea\u30bd\u30fc\u30b9\u4f7f\u7528\u72b6\u6cc1\uff08CPU\/\u30e1\u30e2\u30ea\uff09\u3092\u53ce\u96c6 HPA\u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\u30fc\uff1a\u4e00\u5b9a\u9593\u9694\u3067Metrics\u3092\u898b\u3066\u3001\u5fc5\u8981\u306aPod\u6570\u3092\u8a08\u7b97 \ud83d\udee0\ufe0f HPA\u306e\u4f5c\u6210\u4f8b \u307e\u305a\u3001Metrics Server\u304c\u52d5\u3044\u3066\u3044\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\uff08Minikube\u3067\u306f minikube addons enable metrics-server\uff09\u3002 \u6b21\u306b\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306bHPA\u3092\u4f5c\u6210\u3057\u307e\u3059\uff1a kubectl autoscale deployment myapp \\ --cpu-percent=50 \\ --min=2 \\ --max=5 \u3053\u308c\u3067\u3001CPU\u4f7f\u7528\u7387\u304c50%\u3092\u8d85\u3048\u305f\u3089Pod\u3092\u5897\u3084\u3057\u3001\u4e0b\u56de\u308c\u3070\u6e1b\u3089\u3057\u307e\u3059\u3002 \ud83d\udcc4 YAML\u5f62\u5f0f\u3067\u306e\u4f8b apiVersion: autoscaling\/v2 kind: HorizontalPodAutoscaler metadata: name: myapp-hpa spec: scaleTargetRef: apiVersion: apps\/v1 kind: Deployment name: myapp minReplicas: 2 maxReplicas: 5 metrics: - type: Resource resource: name: cpu target: type: Utilization averageUtilization: 50 \u3053\u306e\u8a2d\u5b9a\u306b\u3088\u308a\u3001CPU\u4f7f\u7528\u7387\u304c50%\u524d\u5f8c\u306b\u306a\u308b\u3088\u3046Pod\u6570\u3092\u81ea\u52d5\u8abf\u6574\u3057\u307e\u3059\u3002 \ud83d\udcca \u30e1\u30c8\u30ea\u30af\u30b9\u306e\u7a2e\u985e HPA\u306fCPU\u4ee5\u5916\u306b\u3082\u3001\u6b21\u306e\u3088\u3046\u306a\u6307\u6a19\u3067\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3067\u304d\u307e\u3059\uff1a cpu\uff1aCPU\u4f7f\u7528\u7387\uff08%\uff09 memory\uff1a\u30e1\u30e2\u30ea\u4f7f\u7528\u7387\uff08HPA v2\u4ee5\u964d\uff09 external\uff1a\u5916\u90e8\u306e\u30e1\u30c8\u30ea\u30af\u30b9\uff08Prometheus\u306a\u3069\u3068\u9023\u643a\uff09 custom\uff1a\u72ec\u81ea\u30e1\u30c8\u30ea\u30af\u30b9 \u2705 \u3069\u3093\u306a\u3068\u304d\u306b\u4f7f\u3046\uff1f \u8ca0\u8377\u304c\u5909\u52d5\u3059\u308bWeb\u30a2\u30d7\u30ea\u3084API\u30b5\u30fc\u30d0\u30fc \u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u306e\u81ea\u52d5\u30ea\u30bd\u30fc\u30b9\u6700\u9069\u5316 \u904b\u7528\u30b3\u30b9\u30c8\u306e\u6700\u9069\u5316\uff08\u4e0d\u8981\u306a\u30ea\u30bd\u30fc\u30b9\u3092\u524a\u6e1b\uff09 \u26a0\ufe0f \u6ce8\u610f\u70b9 Metrics Server\u304c\u5fc5\u9808\uff08\u306a\u3044\u3068HPA\u306f\u6a5f\u80fd\u3057\u307e\u305b\u3093\uff09 \u30ec\u30b9\u30dd\u30f3\u30b9\u6642\u9593\u306b\u306f\u9650\u754c\uff08Pod\u306e\u8d77\u52d5\u306b\u306f\u591a\u5c11\u306e\u6642\u9593\u304c\u304b\u304b\u308b\uff09 \u6025\u6fc0\u306a\u30a2\u30af\u30bb\u30b9\u306b\u306f\u5bfe\u5fdc\u3057\u304d\u308c\u306a\u3044\u30b1\u30fc\u30b9\u3082 \u2192 \u305d\u306e\u5834\u5408\u306f\u300c\u4e8b\u524d\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u300d\u304c\u6709\u52b9 \ud83d\udccc \u307e\u3068\u3081 \u7279\u5fb4\u5185\u5bb9\u5bfe\u8c61Deployment\u3084StatefulSet\u306a\u3069\u6307\u6a19CPU, \u30e1\u30e2\u30ea, \u5916\u90e8\u30e1\u30c8\u30ea\u30af\u30b9\u306a\u3069\u76ee\u7684\u8ca0\u8377\u306b\u5fdc\u3058\u3066Pod\u306e\u6570\u3092\u81ea\u52d5\u3067\u8abf\u6574\u3059\u308b\u30e1\u30ea\u30c3\u30c8\u624b\u52d5\u3067Pod\u6570\u3092\u8abf\u6574\u3059\u308b\u624b\u9593\u304c\u4e0d\u8981\u3001\u30ea\u30bd\u30fc\u30b9\u306e\u7121\u99c4\u304c\u6e1b\u308b \ud83d\udca1 \u88dc\u8db3\uff1aVertical Pod Autoscaler\uff08VPA\uff09\u3068\u306e\u9055\u3044 \u7a2e\u985e\u6982\u8981\u8abf\u6574\u5bfe\u8c61HPA\u6c34\u5e73\u65b9\u5411\u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0Pod\u306e\u6570VPA\u5782\u76f4\u65b9\u5411\u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0Pod\u306eCPU\/\u30e1\u30e2\u30ea\u91cf \u3069\u3061\u3089\u3082\u4f75\u7528\u53ef\u80fd\u3067\u3059\u304c\u3001\u7af6\u5408\u3057\u306a\u3044\u3088\u3046\u8a2d\u8a08\u306b\u306f\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002\", \"Japanese Female\");\n                }\n            };\n        <\/script>\n    <\/p>\n\n\n\n<p>Kubernetes\u306e\u9b45\u529b\u306e\u3072\u3068\u3064\u304c\u300c<strong>\u30aa\u30fc\u30c8\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0<\/strong>\u300d\u3067\u3059\u3002\u3064\u307e\u308a\u3001\u30a2\u30af\u30bb\u30b9\u304c\u5897\u3048\u305f\u3068\u304d\u306b\u306f\u81ea\u52d5\u3067Pod\u3092\u5897\u3084\u3057\u3001\u843d\u3061\u7740\u3044\u305f\u3089\u6e1b\u3089\u3059\u3001\u3068\u3044\u3046 <strong>\u81ea\u5f8b\u7684\u306a\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0<\/strong> \u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305d\u306e\u4ed5\u7d44\u307f\u306e\u4e2d\u5fc3\u306b\u3042\u308b\u306e\u304c <strong>Horizontal Pod Autoscaler\uff08HPA\uff09<\/strong> \u3067\u3059\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83c\udfaf Horizontal Pod Autoscaler\u3068\u306f\uff1f<\/h3>\n\n\n\n<p>HPA\u306f\u300c<strong>CPU\u3084\u30e1\u30e2\u30ea\u306a\u3069\u306e\u8ca0\u8377\u3092\u898b\u3066\u3001Pod\u306e\u6570\u3092\u5897\u6e1b\u3059\u308b\u4ed5\u7d44\u307f<\/strong>\u300d\u3067\u3059\u3002<\/p>\n\n\n\n<ul>\n<li>\u6c34\u5e73\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\uff08Horizontal\uff09\uff1a<strong>Pod\u306e\u6570<\/strong>\u3092\u5897\u3084\u3059\u30fb\u6e1b\u3089\u3059<\/li>\n\n\n\n<li>\u5782\u76f4\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\uff08Vertical\uff09\uff1aPod\u5185\u306e<strong>CPU\/\u30e1\u30e2\u30ea\u306e\u5272\u5f53\u91cf<\/strong>\u3092\u5897\u3084\u3059\uff08HPA\u3068\u306f\u5225\uff09<\/li>\n<\/ul>\n\n\n\n<p>HPA\u306f\u300cDeployment\u300d\u3084\u300cStatefulSet\u300d\u306a\u3069\u306e\u30ea\u30bd\u30fc\u30b9\u306b\u5bfe\u3057\u3066\u8a2d\u5b9a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83e\uddea \u52d5\u4f5c\u306e\u30a4\u30e1\u30fc\u30b8<\/h3>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001Web\u30a2\u30d7\u30ea\u306ePod\u306b\u8ca0\u8377\u304c\u304b\u304b\u3063\u3066CPU\u4f7f\u7528\u7387\u304c80%\u3092\u8d85\u3048\u305f\u3068\u3057\u307e\u3059\u3002HPA\u306f\u3053\u308c\u3092\u691c\u77e5\u3057\u3066\u3001\u81ea\u52d5\u7684\u306bPod\u6570\u3092\u5897\u3084\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"hcb_wrap\"><pre class=\"prism line-numbers lang-scss\" data-lang=\"SCSS\"><code>\u8ca0\u8377\u304c\u9ad8\u3044 \ud83d\ude80 \u2192 Pod\u30923\u3064\u304b\u30895\u3064\u306b\u5897\u3084\u3059\n\u8ca0\u8377\u304c\u4e0b\u304c\u308b \ud83d\udca4 \u2192 Pod\u30925\u3064\u304b\u30892\u3064\u306b\u6e1b\u3089\u3059<\/code><\/pre><\/div>\n\n\n\n<p>\u3053\u306e\u3088\u3046\u306b\u3001<strong>\u5e38\u306b\u76ee\u6a19\u306eCPU\u4f7f\u7528\u7387\u3092\u7dad\u6301\u3059\u308b\u3088\u3046\u306b<\/strong>Pod\u306e\u6570\u3092\u8abf\u6574\u3057\u3066\u304f\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\u2699\ufe0f HPA\u306e\u4ed5\u7d44\u307f<\/h3>\n\n\n\n<p>HPA\u306f\u4ee5\u4e0b\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3068\u9023\u643a\u3057\u307e\u3059\uff1a<\/p>\n\n\n\n<ul>\n<li><strong>Metrics Server<\/strong>\uff1a\u30ea\u30bd\u30fc\u30b9\u4f7f\u7528\u72b6\u6cc1\uff08CPU\/\u30e1\u30e2\u30ea\uff09\u3092\u53ce\u96c6<\/li>\n\n\n\n<li><strong>HPA\u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\u30fc<\/strong>\uff1a\u4e00\u5b9a\u9593\u9694\u3067Metrics\u3092\u898b\u3066\u3001\u5fc5\u8981\u306aPod\u6570\u3092\u8a08\u7b97<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83d\udee0\ufe0f HPA\u306e\u4f5c\u6210\u4f8b<\/h3>\n\n\n\n<p>\u307e\u305a\u3001Metrics Server\u304c\u52d5\u3044\u3066\u3044\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\uff08Minikube\u3067\u306f <code>minikube addons enable metrics-server<\/code>\uff09\u3002<\/p>\n\n\n\n<p>\u6b21\u306b\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306bHPA\u3092\u4f5c\u6210\u3057\u307e\u3059\uff1a<\/p>\n\n\n\n<div class=\"hcb_wrap\"><pre class=\"prism line-numbers lang-bash\" data-lang=\"Bash\"><code>kubectl autoscale deployment myapp \\\n  --cpu-percent=50 \\\n  --min=2 \\\n  --max=5<\/code><\/pre><\/div>\n\n\n\n<p>\u3053\u308c\u3067\u3001CPU\u4f7f\u7528\u7387\u304c50%\u3092\u8d85\u3048\u305f\u3089Pod\u3092\u5897\u3084\u3057\u3001\u4e0b\u56de\u308c\u3070\u6e1b\u3089\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83d\udcc4 YAML\u5f62\u5f0f\u3067\u306e\u4f8b<\/h3>\n\n\n\n<div class=\"hcb_wrap\"><pre class=\"prism line-numbers lang-scss\" data-lang=\"SCSS\"><code>apiVersion: autoscaling\/v2\nkind: HorizontalPodAutoscaler\nmetadata:\n  name: myapp-hpa\nspec:\n  scaleTargetRef:\n    apiVersion: apps\/v1\n    kind: Deployment\n    name: myapp\n  minReplicas: 2\n  maxReplicas: 5\n  metrics:\n  - type: Resource\n    resource:\n      name: cpu\n      target:\n        type: Utilization\n        averageUtilization: 50<\/code><\/pre><\/div>\n\n\n\n<p>\u3053\u306e\u8a2d\u5b9a\u306b\u3088\u308a\u3001CPU\u4f7f\u7528\u7387\u304c50%\u524d\u5f8c\u306b\u306a\u308b\u3088\u3046Pod\u6570\u3092\u81ea\u52d5\u8abf\u6574\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83d\udcca \u30e1\u30c8\u30ea\u30af\u30b9\u306e\u7a2e\u985e<\/h3>\n\n\n\n<p>HPA\u306fCPU\u4ee5\u5916\u306b\u3082\u3001\u6b21\u306e\u3088\u3046\u306a\u6307\u6a19\u3067\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3067\u304d\u307e\u3059\uff1a<\/p>\n\n\n\n<ul>\n<li><code>cpu<\/code>\uff1aCPU\u4f7f\u7528\u7387\uff08%\uff09<\/li>\n\n\n\n<li><code>memory<\/code>\uff1a\u30e1\u30e2\u30ea\u4f7f\u7528\u7387\uff08HPA v2\u4ee5\u964d\uff09<\/li>\n\n\n\n<li><code>external<\/code>\uff1a\u5916\u90e8\u306e\u30e1\u30c8\u30ea\u30af\u30b9\uff08Prometheus\u306a\u3069\u3068\u9023\u643a\uff09<\/li>\n\n\n\n<li><code>custom<\/code>\uff1a\u72ec\u81ea\u30e1\u30c8\u30ea\u30af\u30b9<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\u2705 \u3069\u3093\u306a\u3068\u304d\u306b\u4f7f\u3046\uff1f<\/h3>\n\n\n\n<ul>\n<li>\u8ca0\u8377\u304c\u5909\u52d5\u3059\u308bWeb\u30a2\u30d7\u30ea\u3084API\u30b5\u30fc\u30d0\u30fc<\/li>\n\n\n\n<li>\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u306e\u81ea\u52d5\u30ea\u30bd\u30fc\u30b9\u6700\u9069\u5316<\/li>\n\n\n\n<li>\u904b\u7528\u30b3\u30b9\u30c8\u306e\u6700\u9069\u5316\uff08\u4e0d\u8981\u306a\u30ea\u30bd\u30fc\u30b9\u3092\u524a\u6e1b\uff09<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\u26a0\ufe0f \u6ce8\u610f\u70b9<\/h3>\n\n\n\n<ul>\n<li><strong>Metrics Server\u304c\u5fc5\u9808<\/strong>\uff08\u306a\u3044\u3068HPA\u306f\u6a5f\u80fd\u3057\u307e\u305b\u3093\uff09<\/li>\n\n\n\n<li><strong>\u30ec\u30b9\u30dd\u30f3\u30b9\u6642\u9593\u306b\u306f\u9650\u754c<\/strong>\uff08Pod\u306e\u8d77\u52d5\u306b\u306f\u591a\u5c11\u306e\u6642\u9593\u304c\u304b\u304b\u308b\uff09<\/li>\n\n\n\n<li>\u6025\u6fc0\u306a\u30a2\u30af\u30bb\u30b9\u306b\u306f\u5bfe\u5fdc\u3057\u304d\u308c\u306a\u3044\u30b1\u30fc\u30b9\u3082 \u2192 \u305d\u306e\u5834\u5408\u306f\u300c\u4e8b\u524d\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u300d\u304c\u6709\u52b9<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83d\udccc \u307e\u3068\u3081<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u7279\u5fb4<\/th><th>\u5185\u5bb9<\/th><\/tr><\/thead><tbody><tr><td>\u5bfe\u8c61<\/td><td>Deployment\u3084StatefulSet\u306a\u3069<\/td><\/tr><tr><td>\u6307\u6a19<\/td><td>CPU, \u30e1\u30e2\u30ea, \u5916\u90e8\u30e1\u30c8\u30ea\u30af\u30b9\u306a\u3069<\/td><\/tr><tr><td>\u76ee\u7684<\/td><td>\u8ca0\u8377\u306b\u5fdc\u3058\u3066Pod\u306e\u6570\u3092\u81ea\u52d5\u3067\u8abf\u6574\u3059\u308b<\/td><\/tr><tr><td>\u30e1\u30ea\u30c3\u30c8<\/td><td>\u624b\u52d5\u3067Pod\u6570\u3092\u8abf\u6574\u3059\u308b\u624b\u9593\u304c\u4e0d\u8981\u3001\u30ea\u30bd\u30fc\u30b9\u306e\u7121\u99c4\u304c\u6e1b\u308b<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83d\udca1 \u88dc\u8db3\uff1aVertical Pod Autoscaler\uff08VPA\uff09\u3068\u306e\u9055\u3044<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u7a2e\u985e<\/th><th>\u6982\u8981<\/th><th>\u8abf\u6574\u5bfe\u8c61<\/th><\/tr><\/thead><tbody><tr><td><strong>HPA<\/strong><\/td><td>\u6c34\u5e73\u65b9\u5411\u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0<\/td><td>Pod\u306e\u6570<\/td><\/tr><tr><td><strong>VPA<\/strong><\/td><td>\u5782\u76f4\u65b9\u5411\u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0<\/td><td>Pod\u306eCPU\/\u30e1\u30e2\u30ea\u91cf<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u3069\u3061\u3089\u3082\u4f75\u7528\u53ef\u80fd\u3067\u3059\u304c\u3001\u7af6\u5408\u3057\u306a\u3044\u3088\u3046\u8a2d\u8a08\u306b\u306f\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[55],"tags":[56],"_links":{"self":[{"href":"https:\/\/itstudy365.com\/blog\/wp-json\/wp\/v2\/posts\/1377"}],"collection":[{"href":"https:\/\/itstudy365.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/itstudy365.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/itstudy365.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/itstudy365.com\/blog\/wp-json\/wp\/v2\/comments?post=1377"}],"version-history":[{"count":2,"href":"https:\/\/itstudy365.com\/blog\/wp-json\/wp\/v2\/posts\/1377\/revisions"}],"predecessor-version":[{"id":1380,"href":"https:\/\/itstudy365.com\/blog\/wp-json\/wp\/v2\/posts\/1377\/revisions\/1380"}],"wp:attachment":[{"href":"https:\/\/itstudy365.com\/blog\/wp-json\/wp\/v2\/media?parent=1377"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/itstudy365.com\/blog\/wp-json\/wp\/v2\/categories?post=1377"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/itstudy365.com\/blog\/wp-json\/wp\/v2\/tags?post=1377"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}