{"id":70487,"date":"2026-02-01T23:42:04","date_gmt":"2026-02-01T15:42:04","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/70487.html"},"modified":"2026-02-01T23:42:04","modified_gmt":"2026-02-01T15:42:04","slug":"%e8%a7%a3%e5%89%96k8s%e6%8e%a7%e5%88%b6%e5%b9%b3%e9%9d%a2%ef%bc%88%e4%b8%8b%ef%bc%89%ef%bc%9ascheduler%e4%b8%8econtroller-manager%e5%a6%82%e4%bd%95%e8%ae%a9%e9%9b%86%e7%be%a4%e6%99%ba","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/70487.html","title":{"rendered":"\u89e3\u5256K8s\u63a7\u5236\u5e73\u9762\uff08\u4e0b\uff09\uff1aScheduler\u4e0eController Manager\u5982\u4f55\u8ba9\u96c6\u7fa4\u201c\u667a\u80fd\u8fd0\u884c\u201c\uff1f"},"content":{"rendered":"

\u5927\u5bb6\u597d，\u6211\u662f\u5218\u53e8\u53e8，\u4e00\u4e2a\u81f4\u529b\u4e8e\u8ba9\u788e\u7247\u5316\u6280\u672f\u7cfb\u7edf\u6027\u7684\u8fd0\u7ef4\u4eba\u3002<\/p>\n

\u4e3a\u4ec0\u4e48\u9700\u8981\u8fd9\u4e24\u4e2a"\u667a\u80fd\u52a9\u7406"？<\/h3>\n

\u60f3\u8c61\u4e00\u4e0b：\u516c\u53f8\u65b0\u62db\u8058\u4e863\u540d\u5458\u5de5（Pod），\u73b0\u5728\u9700\u8981：<\/p>\n

  • \u5b89\u6392\u5de5\u4f4d（Scheduler）：\u8003\u8651\u8c01\u5750\u54ea\u91cc\u66f4\u9ad8\u6548<\/li>\n
  • \u5206\u914d\u5de5\u4f5c（Controller Manager）：\u786e\u4fdd\u6bcf\u4eba\u90fd\u5728\u505a\u6b63\u786e\u7684\u4e8b<\/li>\n

    \u5982\u679c\u6ca1\u6709\u8fd9\u4e24\u4e2a\u89d2\u8272，\u65b0\u5458\u5de5\u53ef\u80fd\u90fd\u6324\u5728\u540c\u4e00\u4e2a\u5de5\u4f4d，\u6216\u8005\u4e0a\u73ed\u4e0d\u77e5\u9053\u5e72\u5565\u3002Scheduler\u548cController Manager\u5c31\u662fK8s\u96c6\u7fa4\u7684\u4eba\u4e8b\u7ecf\u7406+\u90e8\u95e8\u4e3b\u7ba1，\u8ba9\u6bcf\u4e2aPod\u90fd\u5728\u6b63\u786e\u7684\u5730\u65b9\u505a\u6b63\u786e\u7684\u4e8b\u3002<\/p>\n

    Scheduler：\u4e0d\u53ea\u662f"\u968f\u673a\u5206\u914d"<\/h3>\n

    \u6838\u5fc3\u4efb\u52a1：\u4e3aPod\u627e\u5230"\u6700\u4f73\u5f52\u5bbf"<\/h4>\n

    \u8c03\u5ea6\u8fc7\u7a0b\u4e09\u6b65\u9aa4：<\/p>\n

    🔍 \u8fc7\u6ee4（Filtering） \u2192 \u6392\u9664\u4e0d\u5408\u9002\u7684\u8282\u70b9
    \n📊 \u8bc4\u5206（Scoring） \u2192 \u4e3a\u5408\u9002\u8282\u70b9\u6253\u5206
    \n🏆 \u9009\u62e9（Selecting） \u2192 \u9009\u62e9\u6700\u9ad8\u5206\u8282\u70b9<\/p>\n

    \u8fc7\u6ee4\u9636\u6bb5：\u786c\u6027\u6761\u4ef6\u68c0\u67e5<\/h4>\n

    # Pod\u53ef\u80fd\u8981\u6c42\u7684\u6761\u4ef6：
    \nspec:
    \n # 1. \u8d44\u6e90\u9700\u6c42
    \n resources:
    \n requests:
    \n cpu: "500m" # \u9700\u89810.5\u6838CPU
    \n memory: "512Mi" # \u9700\u8981512MB\u5185\u5b58
    \n # 2. \u8282\u70b9\u9009\u62e9\u5668
    \n nodeSelector:
    \n gpu: "nvidia" # \u5fc5\u987b\u6709GPU\u6807\u7b7e
    \n # 3. \u8282\u70b9\u4eb2\u548c\u6027
    \n affinity:
    \n nodeAffinity:
    \n requiredDuringSchedulingIgnoredDuringExecution:
    \n nodeSelectorTerms:
    \n – matchExpressions:
    \n – key: zone
    \n operator: In
    \n values: [zoneA, zoneB] # \u5fc5\u987b\u5728zoneA\u6216zoneB<\/p>\n

    \u5b9e\u9645\u8c03\u5ea6\u793a\u4f8b<\/p>\n

    # \u573a\u666f：\u90e8\u7f72\u4e00\u4e2a\u9700\u8981GPU\u7684AI\u5e94\u7528
    \napiVersion: v1
    \nkind: Pod
    \nmetadata:
    \n name: ai-training
    \nspec:
    \n containers:
    \n – name: trainer
    \n image: tensorflow:latest
    \n resources:
    \n requests:
    \n cpu: "2"
    \n memory: "8Gi"
    \n nvidia.com\/gpu: "1" # \u8bf7\u6c42GPU\u8d44\u6e90
    \n nodeSelector:
    \n accelerator: "gpu" # \u5fc5\u987b\u662f\u6709GPU\u7684\u8282\u70b9<\/p>\n

    \u8c03\u5ea6\u51b3\u7b56\u8fc7\u7a0b：<\/p>\n

    1. \u8fc7\u6ee4：
    \n node-01（\u65e0GPU\u6807\u7b7e） \u274c \u6392\u9664
    \n node-02（\u6709GPU，\u4f46\u53ea\u67091\u6838CPU） \u274c \u6392\u9664
    \n node-03（\u6709GPU，4\u6838CPU，16GB\u5185\u5b58） \u2705 \u901a\u8fc7
    \n2. \u8bc4\u5206：
    \n node-03：\u8d44\u6e90\u5145\u8db3，\u6807\u7b7e\u5339\u914d \u2192 \u5f97\u5206100
    \n3. \u7ed1\u5b9a：
    \n \u5c06Pod\u7ed1\u5b9a\u5230node-03，\u66f4\u65b0etcd<\/p>\n

    Controller Manager：\u96c6\u7fa4\u7684"\u81ea\u52a8\u7ea0\u9519\u7cfb\u7edf"<\/h3>\n

    \u6838\u5fc3\u601d\u60f3：\u58f0\u660e\u5f0f\u72b6\u6001\u7ba1\u7406<\/h4>\n

    \u5de5\u4f5c\u6a21\u5f0f：<\/p>\n

    \u671f\u671b\u72b6\u6001（etcd\u4e2d） \u2190 \u5bf9\u6bd4 \u2192 \u5b9e\u9645\u72b6\u6001（\u96c6\u7fa4\u4e2d）
    \n \u2193 \u2193
    \n \u58f0\u660e\u5f0f\u914d\u7f6e \u5f53\u524d\u8fd0\u884c\u72b6\u6001
    \n \u2193 \u2193
    \n \u5982\u6709\u5dee\u5f02 \u2192 \u6267\u884c\u64cd\u4f5c \u2192 \u8fbe\u5230\u4e00\u81f4<\/p>\n

    \u4e3b\u8981\u63a7\u5236\u5668\u53ca\u5176\u804c\u8d23<\/h4>\n

    1. Deployment Controller<\/p>\n

    \u7ba1\u7406：Deployment \u2192 ReplicaSet \u2192 Pod
    \n\u804c\u8d23：\u786e\u4fdd\u6307\u5b9a\u6570\u91cf\u7684Pod\u526f\u672c\u8fd0\u884c
    \n\u573a\u666f：\u6eda\u52a8\u66f4\u65b0\u3001\u56de\u6eda\u3001\u6269\u7f29\u5bb9<\/p>\n

    2. ReplicaSet Controller<\/p>\n

    \u7ba1\u7406：ReplicaSet \u2192 Pod
    \n\u804c\u8d23：\u786e\u4fdd\u6709\u6b63\u786e\u6570\u91cf\u7684Pod\u526f\u672c
    \n\u5173\u952e：\u901a\u8fc7\u6807\u7b7e\u9009\u62e9\u5668\u7ba1\u7406Pod<\/p>\n

    3. Node Controller<\/p>\n

    \u804c\u8d23：
    \n\u251c\u2500\u2500 \u76d1\u63a7\u8282\u70b9\u72b6\u6001（\u901a\u8fc7kubelet\u5fc3\u8df3）
    \n\u251c\u2500\u2500 \u6807\u8bb0\u4e0d\u53ef\u7528\u8282\u70b9\u4e3aNotReady
    \n\u2514\u2500\u2500 \u9a71\u9010\u8282\u70b9\u4e0a\u7684Pod（\u82e5\u9700\u8981）<\/p>\n

    4. Service Controller<\/p>\n

    \u804c\u8d23：\u521b\u5efa\/\u66f4\u65b0\/\u5220\u9664\u8d1f\u8f7d\u5747\u8861\u5668
    \n\u4e91\u5382\u5546\u96c6\u6210：AWS ELB\u3001GCP Load Balancer\u7b49<\/p>\n

    5. Endpoint Controller<\/p>\n

    \u804c\u8d23：\u7ef4\u62a4Service\u4e0ePod\u7684\u6620\u5c04\u5173\u7cfb
    \n\u6570\u636e：Endpoint\u5bf9\u8c61（\u54ea\u4e9bPod\u5c5e\u4e8e\u54ea\u4e2aService）<\/p>\n

    \u63a7\u5236\u5668\u534f\u4f5c\u6d41\u7a0b\u793a\u4f8b<\/h4>\n

    # \u7528\u6237\u521b\u5efa\u4e00\u4e2aDeployment
    \napiVersion: apps\/v1
    \nkind: Deployment
    \nmetadata:
    \n name: web-app
    \nspec:
    \n replicas: 3 # \u671f\u671b：3\u4e2a\u526f\u672c
    \n selector:
    \n matchLabels:
    \n app: web
    \n template:
    \n metadata:
    \n labels:
    \n app: web
    \n spec:
    \n containers:
    \n – name: nginx
    \n image: nginx:1.20<\/p>\n

    \u63a7\u5236\u5668\u7684\u63a5\u529b\u8d5b：<\/p>\n

    🏁 \u8d77\u70b9：\u7528\u6237\u521b\u5efaDeployment
    \n \u2193
    \n🎯 Deployment Controller\u76d1\u542c\u5230\u65b0\u5bf9\u8c61
    \n \u2193
    \n📝 \u521b\u5efa\u5bf9\u5e94\u7684ReplicaSet（\u671f\u671b3\u4e2a\u526f\u672c）
    \n \u2193
    \n🎯 ReplicaSet Controller\u76d1\u542c\u5230\u65b0\u5bf9\u8c61
    \n \u2193
    \n📝 \u53d1\u73b0\u5f53\u524dPod\u6570\u91cf：0，\u671f\u671b：3 \u2192 \u521b\u5efa3\u4e2aPod\u5b9a\u4e49
    \n \u2193
    \n🎯 Scheduler\u76d1\u542c\u5230\u672a\u8c03\u5ea6\u7684Pod
    \n \u2193
    \n📍 \u4e3a\u6bcf\u4e2aPod\u9009\u62e9\u8282\u70b9，\u66f4\u65b0nodeName\u5b57\u6bb5
    \n \u2193
    \n🎯 \u5404\u8282\u70b9\u7684kubelet\u76d1\u542c\u5230\u5206\u914d\u7ed9\u81ea\u5df1\u7684Pod
    \n \u2193
    \n🚀 \u62c9\u53d6\u955c\u50cf，\u542f\u52a8\u5bb9\u5668
    \n \u2193
    \n📊 \u4e0a\u62a5Pod\u72b6\u6001（Running）\u5230API Server
    \n \u2193
    \n🔄 \u5404Controller\u6301\u7eed\u76d1\u63a7，\u786e\u4fdd\u72b6\u6001\u4e00\u81f4<\/p>\n

    \u4e92\u52a8\u8ba8\u8bba<\/h3>\n

    \u4f60\u5728\u5b9e\u9645\u5de5\u4f5c\u4e2d\u9047\u5230\u8fc7\u54ea\u4e9b\u8c03\u5ea6\u6216\u63a7\u5236\u5668\u95ee\u9898？\u5206\u4eab\u4f60\u7684\u7ecf\u9a8c，\u8ba9\u6211\u4eec\u4e00\u8d77\u63a2\u8ba8\u89e3\u51b3\u65b9\u6848！<\/p>\n

    \n

    \u6574\u4e2a\u63a7\u5236\u5e73\u9762\u7cfb\u5217\u5230\u6b64\u7ed3\u675f\u3002\u4eceAPI Server\u7684"\u63a5\u5f85"\u5230etcd\u7684"\u8bb0\u5fc6"，\u518d\u5230Scheduler\u7684"\u5b89\u6392"\u548cController Manager\u7684"\u76d1\u7763"，\u8fd9\u56db\u4e2a\u7ec4\u4ef6\u534f\u540c\u5de5\u4f5c，\u6784\u6210\u4e86K8s\u96c6\u7fa4\u7684\u667a\u80fd\u5927\u8111\u3002<\/p>\n

    \u4e0b\u671f\u6211\u4eec\u5c06\u8fdb\u5165\u6570\u636e\u5e73\u9762，\u770b\u770bkubelet\u4e0ekube-proxy\u5982\u4f55\u5728\u5de5\u4f5c\u8282\u70b9\u4e0a\u6267\u884c\u63a7\u5236\u5e73\u9762\u7684\u51b3\u7b56，\u8ba9\u7406\u8bba\u771f\u6b63\u843d\u5730\u8fd0\u884c\u3002<\/p>\n

    \u641c\u7d22\u5173\u6ce8\u3010\u5218\u53e8\u53e8\u8da3\u5473\u8fd0\u7ef4\u3011\u516c\u4f17\u53f7，\u7528\u6709\u8da3\u7684\u65b9\u5f0f，\u5543\u4e0b\u6700\u786c\u6838\u7684\u6280\u672f\u3002\u54b1\u4eec\u4e0b\u671f\u89c1！<\/p>\n","protected":false},"excerpt":{"rendered":"

    \u5927\u5bb6\u597d，\u6211\u662f\u5218\u53e8\u53e8，\u4e00\u4e2a\u81f4\u529b\u4e8e\u8ba9\u788e\u7247\u5316\u6280\u672f\u7cfb\u7edf\u6027\u7684\u8fd0\u7ef4\u4eba\u3002
    \n\u4e3a\u4ec0\u4e48\u9700\u8981\u8fd9\u4e24\u4e2a\\”\u667a\u80fd\u52a9\u7406\\”？
    \n\u60f3\u8c61\u4e00\u4e0b：\u516c\u53f8\u65b0\u62db\u8058\u4e863\u540d\u5458\u5de5（Pod），\u73b0\u5728\u9700\u8981：
    \n\u5b89\u6392\u5de5\u4f4d（Scheduler）：\u8003\u8651\u8c01\u5750\u54ea\u91cc\u66f4\u9ad8\u6548\u5206\u914d\u5de5\u4f5c（Controller Manager）：\u786e\u4fdd\u6bcf\u4eba\u90fd\u5728\u505a\u6b63\u786e\u7684\u4e8b
    \n\u5982\u679c\u6ca1\u6709\u8fd9\u4e24\u4e2a<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[6357,120,121],"topic":[],"class_list":["post-70487","post","type-post","status-publish","format-standard","hentry","category-server","tag-6357","tag-kubernetes","tag-121"],"yoast_head":"\n\u89e3\u5256K8s\u63a7\u5236\u5e73\u9762\uff08\u4e0b\uff09\uff1aScheduler\u4e0eController Manager\u5982\u4f55\u8ba9\u96c6\u7fa4\u201c\u667a\u80fd\u8fd0\u884c\u201c\uff1f - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/70487.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u89e3\u5256K8s\u63a7\u5236\u5e73\u9762\uff08\u4e0b\uff09\uff1aScheduler\u4e0eController Manager\u5982\u4f55\u8ba9\u96c6\u7fa4\u201c\u667a\u80fd\u8fd0\u884c\u201c\uff1f - 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