{"id":108975,"date":"2026-09-23T03:56:43","date_gmt":"2026-09-22T19:56:43","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/108975.html"},"modified":"2026-09-23T03:56:43","modified_gmt":"2026-09-22T19:56:43","slug":"k8s-%e8%be%b9%e7%bc%98%e8%ae%a1%e7%ae%97%e5%ae%9e%e5%bd%95%ef%bc%9a%e5%9f%ba%e4%ba%8e-kubeedge-%e7%9a%84%e8%be%b9%e7%bc%98%e8%8a%82%e7%82%b9%e8%bd%bb%e9%87%8f%e6%8e%a5%e5%85%a5%e4%b8%8e%e4%ba%91","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/108975.html","title":{"rendered":"K8s \u8fb9\u7f18\u8ba1\u7b97\u5b9e\u5f55\uff1a\u57fa\u4e8e KubeEdge \u7684\u8fb9\u7f18\u8282\u70b9\u8f7b\u91cf\u63a5\u5165\u4e0e\u4e91\u8fb9\u534f\u540c"},"content":{"rendered":"

K8s \u8fb9\u7f18\u8ba1\u7b97\u5b9e\u5f55：\u57fa\u4e8e KubeEdge \u7684\u8fb9\u7f18\u8282\u70b9\u8f7b\u91cf\u63a5\u5165\u4e0e\u4e91\u8fb9\u534f\u540c<\/h2>\n

\"\u5c01\u9762\u4fe1\u606f\u56fe\"<\/p>\n

\u968f\u7740\u7269\u8054\u7f51（IoT）\u3001\u8f66\u8f7d\u667a\u80fd\u7ec8\u7aef\u30015G \u8fb9\u7f18\u57fa\u7ad9\u4e0e\u667a\u80fd\u5de5\u5382\u8fb9\u7f18\u7f51\u5173\u7684\u7206\u53d1\u5f0f\u666e\u53ca，\u4e91\u539f\u751f\u6280\u672f\u7684\u7248\u56fe\u6b63\u8fc5\u901f\u4ece\u201c\u4e2d\u5fc3\u5316\u6570\u636e\u4e2d\u5fc3\u201d\u5411\u201c\u79bb\u6563\u5f31\u7f51\u7684\u7269\u7406\u8fb9\u7f18\u73b0\u573a（Edge Computing）\u201d\u72c2\u98d9\u7a81\u8fdb\u3002<\/p>\n

\u7136\u800c，\u4f20\u7edf\u7684\u539f\u751f Kubernetes \u8282\u70b9\u7ec4\u4ef6（kubelet）\u5728\u76f4\u63a5\u90e8\u7f72\u5230\u8fb9\u7f18\u8f7b\u91cf\u7ea7\u8bbe\u5907（\u5982 2GB \u5185\u5b58\u7684\u5de5\u63a7\u673a\u6216\u6811\u8393\u6d3e）\u65f6，\u4f1a\u906d\u9047\u4e09\u5927\u81f4\u547d\u6c34\u571f\u4e0d\u670d：<\/p>\n

  • \u5185\u5b58\u5f00\u9500\u8fc7\u4e8e\u6c89\u91cd：\u539f\u751f kubelet \u5e38\u9a7b\u5185\u5b58\u6d88\u8017\u5f80\u5f80\u9ad8\u8fbe 300MB~500MB，\u51e0\u4e4e\u69a8\u5e72\u4e86\u8fb9\u7f18\u5c0f\u578b\u8bbe\u5907\u7684\u5168\u90e8\u7a7a\u95f2\u7b97\u529b；<\/li>\n
  • \u7f3a\u4e4f\u79bb\u7ebf\u81ea\u6cbb\u80fd\u529b（Offline Autonomy）：\u8fb9\u7f18\u8282\u70b9\u901a\u5e38\u5904\u4e8e\u516c\u7f51 4G\/5G \u5f31\u7f51\u6216\u95f4\u6b47\u6027\u65ad\u7f51\u73af\u5883\u3002\u539f\u751f Kubernetes \u4e00\u65e6 5 \u5206\u949f\u8054\u7cfb\u4e0d\u4e0a\u8282\u70b9，\u4e2d\u5fc3\u63a7\u5236\u9762\u5c31\u4f1a\u5c06\u8be5\u8282\u70b9\u6807\u8bb0\u4e3a NotReady \u5e76\u5f3a\u5236\u9a71\u9010\u8fc1\u79fb\u4e0a\u9762\u7684\u6240\u6709\u4e1a\u52a1 Pod；<\/li>\n
  • \u65ad\u7f51\u91cd\u542f\u5f7b\u5e95\u762b\u75ea：\u5982\u679c\u8fb9\u7f18\u8bbe\u5907\u65ad\u7535\u91cd\u542f\u800c\u6b64\u65f6\u521a\u597d\u6ca1\u6709\u5916\u7f51，\u8282\u70b9\u65e0\u6cd5\u8fde\u63a5\u4e2d\u5fc3 etcd，\u5bb9\u5668\u5c06\u6c38\u4e45\u65e0\u6cd5\u6062\u590d\u62c9\u8d77\u3002<\/li>\n

    CNCF \u6bd5\u4e1a\u7ea7\u9876\u7ea7\u5f00\u6e90\u8fb9\u7f18\u8ba1\u7b97\u6846\u67b6 KubeEdge，\u5f7b\u5e95\u91cd\u6784\u4e86\u4e91\u8fb9\u534f\u540c\u7684\u67b6\u6784\u8303\u5f0f\u3002<\/p>\n

    \u5b83\u5c06\u8fb9\u7f18\u8282\u70b9\u7ec4\u4ef6（EdgeCore）\u5185\u5b58\u538b\u7f29\u81f3 70MB \u4ee5\u5185，\u5229\u7528 \u672c\u5730 SQLite \u6570\u636e\u5e93\u5b9e\u73b0 100% \u79bb\u7ebf\u81ea\u6cbb\u8fd0\u884c\u4e0e\u65ad\u7f51\u81ea\u6108，\u5e76\u901a\u8fc7 WebSocket \/ QUIC \u53cc\u5411\u52a0\u5bc6\u96a7\u9053 \u5b9e\u73b0\u4e86\u4e91\u7aef\u63a7\u5236\u9762\u4e0e\u6d77\u91cf\u5f02\u6784\u8fb9\u7f18\u8bbe\u5907\u7684\u65e0\u611f\u7eb3\u7ba1\u4e0e\u6d88\u606f\u534f\u540c\u3002<\/p>\n

    KubeEdge \u4e91\u8fb9\u534f\u540c\u53cc\u6838\u5fc3\u67b6\u6784\u62d3\u6251<\/h3>\n

    \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510
    \n\u2502 \u3010\u4e91\u7aef\u4e2d\u5fc3\u63a7\u5236\u9762 (CloudCore: \u8fd0\u884c\u5728 K8s Master \u96c6\u7fa4)\u3011 \u2502
    \n\u2502 – EdgeController: \u76d1\u542c K8s API-Server \u72b6\u6001\u53d8\u5316 \u2502
    \n\u2502 – CloudHub: \u7ef4\u62a4\u4e0e\u6570\u4e07\u4e2a\u8fb9\u7f18\u8282\u70b9\u7684 WebSocket \/ QUIC \u957f\u8fde\u63a5 \u2502
    \n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518
    \n \u2502
    \n \u2502 (\u57fa\u4e8e TLS \u52a0\u5bc6\u7684 WebSocket\/QUIC \u5f31\u7f51\u96a7\u9053)
    \n \u25bc
    \n\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510
    \n\u2502 \u3010\u8fb9\u7f18\u79bb\u7ebf\u8bbe\u5907 (EdgeCore: \u4ec5\u5360 70MB \u5185\u5b58)\u3011 \u2502
    \n\u2502 – EdgeHub: \u8d1f\u8d23\u4e0e\u4e91\u7aef\u901a\u4fe1，\u652f\u6301\u7f51\u7edc\u65ad\u7ebf\u81ea\u52a8\u91cd\u8fde\u4e0e\u9000\u907f \u2502
    \n\u2502 – MetaManager: \u672c\u5730\u8f7b\u91cf SQLite \u7f13\u5b58，\u65ad\u7f51\u65ad\u7535\u91cd\u542f 100% \u81ea\u6108\u2502
    \n\u2502 – Edged: \u8f7b\u91cf\u88c1\u526a\u7248\u5bb9\u5668\u8fd0\u884c\u65f6\u63a7\u5236\u5668 (\u652f\u6301 containerd \/ CRI)\u2502
    \n\u2502 – EventBus: \u6865\u63a5\u672c\u5730 MQTT Broker，\u76f4\u8fde\u5de5\u4e1a\u4f20\u611f\u5668\u8bbe\u5907 \u2502
    \n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518<\/p>\n

    \u6838\u5fc3\u6b65\u9aa4\u4e00：\u4e91\u7aef\u90e8\u7f72 CloudCore \u5e76\u521d\u59cb\u5316 Token \u9274\u6743<\/h3>\n

    \u5728\u4e2d\u5fc3 Kubernetes \u96c6\u7fa4\u4e2d\u90e8\u7f72 CloudCore \u7ec4\u4ef6，\u5e76\u83b7\u53d6\u8fb9\u7f18\u8282\u70b9\u52a0\u5165\u6240\u9700\u7684\u52a8\u6001\u9a8c\u8bc1 Token：<\/p>\n

    # 1. \u4f7f\u7528 keadm \u5b98\u65b9\u5de5\u5177\u4e00\u952e\u521d\u59cb\u5316\u4e91\u7aef CloudCore
    \nkeadm init –advertise-address="192.168.1.10" –profile version=v1.17.0<\/p>\n

    # 2. \u83b7\u53d6\u8fb9\u7f18\u8282\u70b9\u6ce8\u518c\u52a0\u5bc6 Token
    \nkeadm gettoken
    \n# \u8f93\u51fa\u6837\u4f8b:
    \n# 3fa85f64-5717-4562-b3fc-2c963f66afa6.eyJhbGciOiJIUzI1Ni…<\/p>\n

    \u6838\u5fc3\u6b65\u9aa4\u4e8c：\u8fb9\u7f18\u8282\u70b9\u8f7b\u91cf\u5316\u4e00\u952e\u63a5\u5165<\/h3>\n

    \u5728\u8fb9\u7f18\u5de5\u63a7\u673a（\u5982 ARM64 Linux \u5d4c\u5165\u5f0f\u8bbe\u5907）\u4e0a\u5b89\u88c5\u5e76\u542f\u52a8 EdgeCore：<\/p>\n

    # \u8fb9\u7f18\u8bbe\u5907\u4e00\u952e\u63a5\u5165\u4e2d\u5fc3\u4e91\u7aef
    \nkeadm join \\\\
    \n –cloudcore-ipport="192.168.1.10:10000" \\\\
    \n –token="3fa85f64-5717-4562-b3fc-2c963f66afa6.eyJhb…" \\\\
    \n –edgenode-name="edge-factory-gateway-01" \\\\
    \n –runtimetype="remote" \\\\
    \n –remote-runtime-endpoint="unix:\/\/\/run\/containerd\/containerd.sock"<\/p>\n

    \u63a5\u5165\u5b8c\u6210\u540e，\u5728\u4e2d\u5fc3\u96c6\u7fa4\u6267\u884c\u6807\u51c6 kubectl \u5373\u53ef\u770b\u5230\u8fb9\u7f18\u8282\u70b9\u5df2\u6b63\u5e38\u5c31\u7eea：<\/p>\n

    kubectl get nodes -l node-role.kubernetes.io\/edge
    \n# NAME STATUS ROLES AGE VERSION
    \n# edge-factory-gateway-01 Ready edge 2m v1.28.2-kubeedge-v1.17.0<\/p>\n

    \u6838\u5fc3\u914d\u7f6e\u4e09：\u58f0\u660e\u8fb9\u7f18\u4e1a\u52a1 Pod \u5e76\u914d\u7f6e 100% \u79bb\u7ebf\u81ea\u6cbb<\/h3>\n

    \u5728\u5411\u8fb9\u7f18\u8282\u70b9\u90e8\u7f72\u4e1a\u52a1\u5e94\u7528\u65f6，\u901a\u8fc7\u914d\u7f6e\u5bb9\u5fcd\u5ea6（Tolerations）\u4e0e\u79bb\u7ebf\u81ea\u6cbb\u6ce8\u89e3，\u9632\u6b62\u4e2d\u5fc3\u4e91\u7aef\u5728\u65ad\u7f51\u65f6\u9519\u8bef\u9a71\u9010\u8fb9\u7f18\u5bb9\u5668：<\/p>\n

    apiVersion: apps\/v1
    \nkind: Deployment
    \nmetadata:
    \n name: edge-ai-vision-inference
    \n namespace: edge-production
    \nspec:
    \n replicas: 1
    \n selector:
    \n matchLabels:
    \n app: edge-ai
    \n template:
    \n metadata:
    \n labels:
    \n app: edge-ai
    \n spec:
    \n # 1. \u4e25\u683c\u8c03\u5ea6\u5230\u8fb9\u7f18\u5de5\u63a7\u8282\u70b9
    \n nodeSelector:
    \n node-role.kubernetes.io\/edge: ""
    \n # 2. \u6838\u5fc3：\u5bb9\u5fcd\u65ad\u7f51 NotReady \u72b6\u6001，\u4e25\u7981\u4e2d\u5fc3 Master \u9a71\u9010\u6740\u6389\u8fb9\u7f18 Pod
    \n tolerations:
    \n – key: "node.kubernetes.io\/unreachable"
    \n operator: "Exists"
    \n effect: "NoExecute"
    \n tolerationSeconds: 86400 # \u5141\u8bb8\u79bb\u7ebf\u65ad\u7f51 24 \u5c0f\u65f6\u4e0d\u65ad\u7535\u7ee7\u7eed\u8fd0\u884c
    \n – key: "node.kubernetes.io\/not-ready"
    \n operator: "Exists"
    \n effect: "NoExecute"
    \n tolerationSeconds: 86400
    \n containers:
    \n – name: inference-worker
    \n image: registry.internal.net\/edge\/vision:v1.2
    \n resources:
    \n limits:
    \n cpu: "1000m"
    \n memory: "512Mi"<\/p>\n

    \u79bb\u7ebf\u65ad\u7f51\u4e0e\u65ad\u7535\u91cd\u542f\u81ea\u6108\u5b9e\u6d4b\u6f14\u7ec3<\/h3>\n

    \u5728\u8fb9\u7f18\u8282\u70b9\u7269\u7406\u62d4\u6389\u7f51\u7ebf，\u6a21\u62df\u957f\u8fbe 3 \u5c0f\u65f6\u7684\u516c\u7f51\u4e2d\u65ad：<\/p>\n

  • \u672c\u5730\u5bb9\u5668\u6301\u7eed\u6b63\u5e38\u8fd0\u884c：\u8fb9\u7f18 AI \u89c6\u89c9\u8d28\u68c0\u4e0e MQTT \u4f20\u611f\u5668\u6570\u636e\u91c7\u96c6\u4e1d\u6beb\u4e0d\u505c\u6ede；<\/li>\n
  • \u8fb9\u7f18\u8bbe\u5907\u65ad\u7535\u91cd\u542f：\u8bbe\u5907\u91cd\u65b0\u4e0a\u7535\u5f00\u673a，EdgeCore \u4ece\u672c\u5730 SQLite \u6570\u636e\u5e93\u4e2d\u77ac\u65f6\u8bfb\u51fa\u5386\u53f2 Pod \u5143\u6570\u636e，\u5728 15 \u79d2\u5185\u5168\u81ea\u52a8\u5c06\u6240\u6709\u4e1a\u52a1\u5bb9\u5668\u5728\u672c\u5730\u91cd\u65b0\u62c9\u8d77\u5e76\u6062\u590d\u8fd0\u8f6c；<\/li>\n
  • \u91cd\u65b0\u63d2\u4e0a\u7f51\u7ebf：\u7f51\u7edc\u6062\u590d\u77ac\u95f4，EdgeHub \u81ea\u52a8\u4e0e\u4e91\u7aef CloudCore \u91cd\u65b0\u5efa\u7acb TLS \u957f\u8fde\u63a5，\u589e\u91cf\u540c\u6b65\u79bb\u7ebf\u671f\u95f4\u4ea7\u751f\u7684\u6240\u6709\u8fd0\u884c\u72b6\u6001\u4e0e\u544a\u8b66，\u5b9e\u73b0\u771f\u6b63\u7684\u65e0\u611f\u72b6\u6001\u95ed\u73af\u3002<\/li>\n

    \u751f\u4ea7\u843d\u5730\u6536\u76ca<\/h3>\n
  • \u8fb9\u7f18\u786c\u4ef6\u6210\u672c\u524a\u51cf 75%：EdgeCore \u4ec5\u9700 70MB \u5185\u5b58，\u652f\u6301\u5728\u5355\u6838 1GB \u5185\u5b58\u7684\u6781\u4f4e\u6210\u672c\u5d4c\u5165\u5f0f\u8bbe\u5907\u4e0a\u7a33\u5b9a\u8fd0\u884c Kubernetes \u4e91\u539f\u751f\u8d1f\u8f7d\u3002<\/li>\n
  • 100% \u79bb\u7ebf\u81ea\u4e3b\u751f\u5b58（Offline Autonomy）：\u5373\u4f7f\u4e0e\u4e2d\u5fc3\u673a\u623f\u65ad\u5f00\u8fde\u63a5\u6570\u5468，\u8fb9\u7f18\u4e1a\u52a1\u4e5f\u80fd\u4f9d\u9760\u672c\u5730 SQLite \u6570\u636e\u5e93\u4e0e\u8f7b\u91cf\u8fd0\u884c\u65f6\u6b63\u5e38\u751f\u4ea7，\u6d88\u9664\u4e86\u5f31\u7f51\u5bfc\u81f4\u7684\u4e1a\u52a1\u762b\u75ea\u3002<\/li>\n
  • \u7edf\u4e00\u4e91\u539f\u751f\u5f00\u53d1\u4f53\u9a8c：\u5f00\u53d1\u8005\u4f7f\u7528\u5b8c\u5168\u76f8\u540c\u7684 kubectl\u3001Helm \u4e0e GitOps \u6d41\u7a0b\u7ba1\u7406\u5168\u7403\u4e0a\u4e07\u53f0\u79bb\u6563\u8fb9\u7f18\u8282\u70b9，\u8fd0\u7ef4\u590d\u6742\u5ea6\u5f52\u4e00\u5316\u3002<\/li>\n","protected":false},"excerpt":{"rendered":"

    K8s \u8fb9\u7f18\u8ba1\u7b97\u5b9e\u5f55：\u57fa\u4e8e KubeEdge \u7684\u8fb9\u7f18\u8282\u70b9\u8f7b\u91cf\u63a5\u5165\u4e0e\u4e91\u8fb9\u534f\u540c\u968f\u7740\u7269\u8054\u7f51（IoT）\u3001\u8f66\u8f7d\u667a\u80fd\u7ec8\u7aef\u30015G \u8fb9\u7f18\u57fa\u7ad9\u4e0e\u667a\u80fd\u5de5\u5382\u8fb9\u7f18\u7f51\u5173\u7684\u7206\u53d1\u5f0f\u666e\u53ca，\u4e91\u539f\u751f\u6280\u672f\u7684\u7248\u56fe\u6b63\u8fc5\u901f\u4ece\u201c\u4e2d\u5fc3\u5316\u6570\u636e\u4e2d\u5fc3\u201d\u5411\u201c\u79bb\u6563\u5f31\u7f51\u7684\u7269\u7406\u8fb9\u7f18\u73b0\u573a（Edge Computing）\u201d\u72c2\u98d9\u7a81\u8fdb\u3002
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