{"id":35805,"date":"2025-03-26T13:40:30","date_gmt":"2025-03-26T05:40:30","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=35805"},"modified":"2025-03-26T13:40:30","modified_gmt":"2025-03-26T05:40:30","slug":"skywalking%e7%9a%84%e6%9e%b6%e6%9e%84%e8%ae%be%e8%ae%a1%e6%9c%89%e5%93%aa%e4%ba%9b%e5%85%b3%e9%94%ae%e7%bb%84%e4%bb%b6%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/35805.html","title":{"rendered":"SkyWalking\u7684\u67b6\u6784\u8bbe\u8ba1\u6709\u54ea\u4e9b\u5173\u952e\u7ec4\u4ef6\uff1f"},"content":{"rendered":"

\n

\"SkyWalking\u7684\u67b6\u6784\u8bbe\u8ba1\u6709\u54ea\u4e9b\u5173\u952e\u7ec4\u4ef6\uff1f\"<\/p>\n<\/p>\n

\u5728\u5206\u5e03\u5f0f\u7cfb\u7edf\u4e0e\u5fae\u670d\u52a1\u67b6\u6784\u6210\u4e3a\u4e3b\u6d41\u7684\u4eca\u5929\uff0c\u670d\u52a1\u95f4\u7684\u8c03\u7528\u94fe\u8def\u65e5\u76ca\u590d\u6742\uff0c\u6027\u80fd\u76d1\u63a7<\/strong>\u4e0e\u95ee\u9898\u6839\u56e0\u5b9a\u4f4d<\/strong>\u6210\u4e3a\u5f00\u53d1\u8005\u4e9f\u9700\u89e3\u51b3\u7684\u75db\u70b9\u3002\u9762\u5bf9\u8fd9\u4e00\u6311\u6218\uff0c\u5f00\u6e90\u793e\u533a\u6d8c\u73b0\u51fa\u591a\u4e2aAPM\uff08\u5e94\u7528\u6027\u80fd\u7ba1\u7406<\/a>\uff09\u5de5\u5177<\/strong>\uff0c\u800cSkyWalking<\/a><\/strong>\u51ed\u501f\u5176\u8f7b\u91cf\u7ea7\u67b6\u6784<\/strong>\u4e0e\u5168\u6808\u53ef\u89c2\u6d4b<\/a>\u80fd\u529b<\/strong>\u8131\u9896\u800c\u51fa\u3002\u672c\u6587\u5c06\u6df1\u5165\u5256\u6790SkyWalking<\/a>\u7684\u6838\u5fc3\u67b6\u6784\u8bbe\u8ba1\uff0c\u63ed\u793a\u5176\u5982\u4f55\u901a\u8fc7\u6a21\u5757\u5316\u7ec4\u4ef6\u534f\u4f5c<\/strong>\u5b9e\u73b0\u5206\u5e03\u5f0f\u7cfb\u7edf\u7684\u900f\u660e\u5316\u76d1\u63a7\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u6784\u5efa\u9ad8\u6027\u80fd\u3001\u9ad8\u53ef\u9760\u7684\u4e91\u539f\u751f\u5e94\u7528\u3002<\/p>\n

\n

\u4e00\u3001SkyWalking\u7684\u6838\u5fc3\u8bbe\u8ba1\u7406\u5ff5<\/h3>\n

\u4f5c\u4e3aApache\u9876\u7ea7\u5f00\u6e90\u9879\u76ee\uff0cSkyWalking\u59cb\u7ec8\u9075\u5faa\u57fa\u4e8e\u63a2\u9488\u7684\u975e\u4fb5\u5165\u5f0f\u76d1\u63a7<\/strong>\u539f\u5219\u3002\u76f8\u8f83\u4e8e\u4f20\u7edfAPM\u5de5\u5177\u9700\u4fee\u6539\u4e1a\u52a1\u4ee3\u7801\u7684\u4fb5\u5165\u5f0f\u65b9\u6848\uff0cSkyWalking\u901a\u8fc7\u5b57\u8282\u7801\u589e\u5f3a\u6280\u672f<\/strong>\u548cService Mesh\u96c6\u6210<\/strong>\u5b9e\u73b0\u76d1\u63a7\u6570\u636e\u7684\u81ea\u52a8\u91c7\u96c6\uff0c\u8fd9\u79cd\u8bbe\u8ba1\u4e0d\u4ec5\u964d\u4f4e\u63a5\u5165\u6210\u672c\uff0c\u66f4\u4fdd\u969c\u4e86\u4e1a\u52a1\u7cfb\u7edf\u7684\u7a33\u5b9a\u6027\u3002<\/p>\n

\u5176\u67b6\u6784\u6f14\u8fdb\u7ecf\u5386\u4e86\u4ece\u5355\u4f53\u5f0f\u5230\u5e73\u53f0\u5316<\/strong>\u7684\u8715\u53d8\uff0c\u76ee\u524d\u91c7\u7528\u6a21\u5757\u5316\u5206\u5c42\u8bbe\u8ba1<\/strong>\uff0c\u5404\u7ec4\u4ef6\u901a\u8fc7\u6807\u51c6\u5316\u534f\u8bae\u901a\u4fe1\u3002\u8fd9\u79cd\u89e3\u8026\u673a\u5236\u4f7f\u5f97\u7528\u6237\u53ef\u6839\u636e\u5b9e\u9645\u573a\u666f\u7075\u6d3b\u7ec4\u5408\u7ec4\u4ef6\uff0c\u65e0\u8bba\u662f\u5355\u673a\u90e8\u7f72\u8fd8\u662f\u5927\u89c4\u6a21\u96c6\u7fa4\u90fd\u80fd\u6e38\u5203\u6709\u4f59\u3002<\/p>\n

\n

\u4e8c\u3001\u67b6\u6784\u7684\u516d\u5927\u5173\u952e\u7ec4\u4ef6\u89e3\u6790<\/h3>\n

1. \u63a2\u9488\uff08Probe\uff09<\/strong>\uff1a\u6570\u636e\u91c7\u96c6\u7684\u795e\u7ecf\u672b\u68a2<\/h4>\n

\u4f5c\u4e3a\u6574\u4e2a\u76d1\u63a7\u4f53\u7cfb\u7684\u6570\u636e\u6e90<\/strong>\uff0c\u63a2\u9488\u627f\u62c5\u7740\u5173\u952e\u7684\u89d2\u8272\uff1a<\/p>\n

    \n
  • \u8bed\u8a00\u63a2\u9488<\/strong>\uff1a\u652f\u6301Java\u3001.NET\u3001Node.js\u7b49\u5341\u4f59\u79cd\u8bed\u8a00\u7684\u81ea\u52a8\u57cb\u70b9\n<\/li>\n
  • Service Mesh\u63a2\u9488<\/strong>\uff1a\u65e0\u7f1d\u96c6\u6210Istio\u3001Linkerd\u7b49\u670d\u52a1\u7f51\u683c\u65b9\u6848\n<\/li>\n
  • \u57fa\u7840\u8bbe\u65bd\u63a2\u9488<\/strong>\uff1a\u76d1\u63a7Kubernetes\u3001Docker\u7b49\u5bb9\u5668\u73af\u5883
    \nJava\u63a2\u9488\u901a\u8fc7-javaagent\u53c2\u6570\u6302\u8f7d\uff0c\u5229\u7528Byte Buddy\u6846\u67b6<\/strong>\u52a8\u6001\u4fee\u6539\u5b57\u8282\u7801\uff0c\u5b9e\u73b0\u65b9\u6cd5\u6267\u884c\u65f6\u95f4\u7684\u7cbe\u51c6\u7edf\u8ba1\uff0c\u6574\u4e2a\u8fc7\u7a0b\u5bf9\u4e1a\u52a1\u4ee3\u7801\u5b8c\u5168\u900f\u660e\u3002\n<\/li>\n<\/ul>\n

    2. Observability Analysis Platform (OAP)<\/strong>\uff1a\u5206\u5e03\u5f0f\u8ba1\u7b97\u5f15\u64ce<\/h4>\n

    OAP\u662fSkyWalking\u7684\u6570\u636e\u5904\u7406\u4e2d\u67a2<\/strong>\uff0c\u5176\u8bbe\u8ba1\u4eae\u70b9\u5305\u62ec\uff1a<\/p>\n

      \n
    • \u6d41\u5f0f\u5904\u7406\u67b6\u6784<\/strong>\uff1a\u91c7\u7528Apache ShardingSphere\u5b9e\u73b0\u5b9e\u65f6\u6570\u636e\u5206\u6790\n<\/li>\n
    • \u53ef\u6269\u5c55\u89c4\u5219\u5f15\u64ce<\/strong>\uff1a\u652f\u6301\u81ea\u5b9a\u4e49\u62a5\u8b66\u89c4\u5219\u4e0e\u6307\u6807\u805a\u5408\u903b\u8f91\n<\/li>\n
    • \u6df7\u5408\u8ba1\u7b97\u6a21\u5f0f<\/strong>\uff1a\u540c\u65f6\u652f\u6301\u6279\u5904\u7406\u4e0e\u6d41\u5f0f\u8ba1\u7b97\u4efb\u52a1
      \n\u901a\u8fc7DAG\uff08\u6709\u5411\u65e0\u73af\u56fe\uff09\u8c03\u5ea6\u6a21\u578b<\/strong>\uff0cOAP\u80fd\u591f\u5e76\u884c\u5904\u7406\u6765\u81ea\u4e0d\u540c\u63a2\u9488\u7684\u6d77\u91cf\u76d1\u63a7\u6570\u636e\uff0c\u5728\u4fdd\u969c\u4f4e\u5ef6\u8fdf\u7684\u540c\u65f6\u5b9e\u73b0\u9ad8\u8fbe\u767e\u4e07\u7ea7TPS\u7684\u541e\u5410\u91cf\u3002\n<\/li>\n<\/ul>\n

      3. Storage Layer<\/strong>\uff1a\u53ef\u63d2\u62d4\u7684\u5b58\u50a8\u62bd\u8c61<\/h4>\n

      SkyWalking\u72ec\u521b\u7684Storage Provider\u63a5\u53e3<\/strong>\u89e3\u8026\u4e86\u6570\u636e\u5904\u7406\u4e0e\u5b58\u50a8\u5b9e\u73b0\uff1a<\/p>\n

        \n
      • \u65f6\u5e8f\u6570\u636e\u5e93<\/strong>\uff1a\u539f\u751f\u652f\u6301Elasticsearch\u3001InfluxDB\u7b49\n<\/li>\n
      • \u5173\u7cfb\u578b\u6570\u636e\u5e93<\/strong>\uff1aMySQL\u3001TiDB\u6ee1\u8db3\u4e8b\u52a1\u6027\u6570\u636e\u5b58\u50a8\u9700\u6c42\n<\/li>\n
      • \u6df7\u5408\u5b58\u50a8\u7b56\u7565<\/strong>\uff1a\u70ed\u6570\u636e\u5b58Elasticsearch\uff0c\u51b7\u6570\u636e\u5f52\u6863\u81f3HBase
        \n\u8fd9\u79cd\u8bbe\u8ba1\u4f7f\u5f97\u4f01\u4e1a\u53ef\u6839\u636e\u6570\u636e\u89c4\u6a21\u81ea\u7531\u9009\u62e9\u5b58\u50a8\u65b9\u6848\u3002\u5f53\u76d1\u63a7\u6570\u636e\u91cf\u8fbe\u5230PB\u7ea7\u65f6\uff0c\u901a\u8fc7\u5206\u7247\u5b58\u50a8+TTL\u81ea\u52a8\u6e05\u7406<\/strong>\u673a\u5236\uff0c\u80fd\u6709\u6548\u63a7\u5236\u5b58\u50a8\u6210\u672c\u3002\n<\/li>\n<\/ul>\n

        4. UI Dashboard<\/strong>\uff1a\u53ef\u89c6\u5316\u7684\u76d1\u63a7\u95e8\u6237<\/h4>\n

        \u53ef\u89c6\u5316\u5c42\u91c7\u7528\u524d\u540e\u7aef\u5206\u79bb\u67b6\u6784\uff0c\u6838\u5fc3\u529f\u80fd\u5305\u62ec\uff1a<\/p>\n

          \n
        • 3D\u62d3\u6251\u56fe<\/strong>\uff1a\u52a8\u6001\u5c55\u793a\u670d\u52a1\u95f4\u8c03\u7528\u5173\u7cfb\n<\/li>\n
        • \u591a\u7ef4\u5ea6\u6307\u6807\u5206\u6790<\/strong>\uff1a\u652f\u6301\u6309\u670d\u52a1\/\u5b9e\u4f8b\/\u7aef\u70b9\u7b49\u591a\u4e2a\u89c6\u89d2\u4e0b\u94bb\n<\/li>\n
        • \u667a\u80fd\u8bca\u65ad\u52a9\u624b<\/strong>\uff1a\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u81ea\u52a8\u8bc6\u522b\u5f02\u5e38\u6a21\u5f0f
          \n\u901a\u8fc7PromQL\u517c\u5bb9\u7684\u67e5\u8be2\u63a5\u53e3<\/strong>\uff0c\u7528\u6237\u53ef\u81ea\u5b9a\u4e49\u76d1\u63a7\u9762\u677f\u3002\u4f8b\u5982\uff0c\u901a\u8fc7\u7ec4\u5408P99\u5ef6\u8fdf\u4e0e\u9519\u8bef\u7387\u6307\u6807\uff0c\u5feb\u901f\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\u670d\u52a1\u3002\n<\/li>\n<\/ul>\n

          5. Cluster Manager<\/strong>\uff1a\u9ad8\u53ef\u7528\u4fdd\u969c\u673a\u5236<\/h4>\n

          \u4e3a\u6ee1\u8db3\u4f01\u4e1a\u7ea7\u90e8\u7f72\u9700\u6c42\uff0cSkyWalking\u5f15\u5165\u96c6\u7fa4\u7ba1\u7406\u7ec4\u4ef6\uff1a<\/p>\n

            \n
          • Consul\/ZooKeeper\u96c6\u6210<\/strong>\uff1a\u5b9e\u73b0\u8282\u70b9\u81ea\u52a8\u53d1\u73b0\u4e0e\u6545\u969c\u8f6c\u79fb\n<\/li>\n
          • \u5206\u5e03\u5f0f\u9501\u670d\u52a1<\/strong>\uff1a\u4fdd\u969c\u6307\u6807\u8ba1\u7b97\u7684\u5e42\u7b49\u6027\n<\/li>\n
          • \u914d\u7f6e\u4e2d\u5fc3\u540c\u6b65<\/strong>\uff1a\u652f\u6301\u8fd0\u884c\u65f6\u52a8\u6001\u8c03\u6574\u91c7\u6837\u7387
            \n\u5f53\u67d0\u4e2aOAP\u8282\u70b9\u5b95\u673a\u65f6\uff0c\u96c6\u7fa4\u7ba1\u7406\u5668\u4f1a\u5728\u79d2\u7ea7\u5185\u5c06\u6d41\u91cf\u5207\u6362\u5230\u5065\u5eb7\u8282\u70b9\uff0c\u7ed3\u5408\u6570\u636e\u5206\u7247\u526f\u672c\u673a\u5236<\/strong>\uff0c\u786e\u4fdd\u76d1\u63a7\u8fde\u7eed\u6027\u3002\n<\/li>\n<\/ul>\n

            6. Telemetry Component<\/strong>\uff1a\u5143\u6570\u636e\u91c7\u96c6\u5668<\/h4>\n

            \u8fd9\u4e2a\u5e38\u88ab\u5ffd\u89c6\u7684\u7ec4\u4ef6\u5b9e\u5219\u626e\u6f14\u7740\u73af\u5883\u611f\u77e5\u5668<\/strong>\u7684\u89d2\u8272\uff1a<\/p>\n

              \n
            • K8s Metadata\u6536\u96c6<\/strong>\uff1a\u81ea\u52a8\u6355\u83b7Pod\u6807\u7b7e\u3001\u547d\u540d\u7a7a\u95f4\u7b49\u4fe1\u606f\n<\/li>\n
            • \u65e5\u5fd7\u4e0a\u4e0b\u6587\u5173\u8054<\/strong>\uff1a\u6253\u901aTraceID\u4e0e\u65e5\u5fd7\u6761\u76ee\u7684\u5173\u8054\n<\/li>\n
            • \u8d44\u6e90\u5229\u7528\u7387\u76d1\u63a7<\/strong>\uff1a\u91c7\u96c6CPU\/\u5185\u5b58\/\u78c1\u76d8\u7b49\u4e3b\u673a\u6307\u6807
              \n\u901a\u8fc7\u4e0eOpenTelemetry\u6807\u51c6\u7684\u6df1\u5ea6\u96c6\u6210\uff0cTelemetry\u7ec4\u4ef6\u5c06\u57fa\u7840\u8bbe\u65bd\u76d1\u63a7\u4e0e\u5e94\u7528\u6027\u80fd\u6570\u636e\u6709\u673a\u878d\u5408\uff0c\u6784\u5efa\u5b8c\u6574\u7684\u53ef\u89c2\u6d4b\u6027\u62fc\u56fe\u3002\n<\/li>\n<\/ul>\n
              \n

              \u4e09\u3001\u7ec4\u4ef6\u95f4\u7684\u534f\u4f5c\u6d41\u7a0b<\/h3>\n

              \u5f53\u4e00\u6b21\u670d\u52a1\u8c03\u7528\u53d1\u751f\u65f6\uff0c\u5404\u7ec4\u4ef6\u6309\u4ee5\u4e0b\u987a\u5e8f\u534f\u540c\u5de5\u4f5c\uff1a<\/p>\n

                \n
              1. \u6570\u636e\u91c7\u96c6<\/strong>\uff1aJava\u63a2\u9488\u6355\u83b7HTTP\u8bf7\u6c42\uff0c\u751f\u6210\u5305\u542bTraceID\u7684\u4e0a\u4e0b\u6587\n<\/li>\n
              2. \u6570\u636e\u4f20\u8f93<\/strong>\uff1a\u901a\u8fc7gRPC\u5c06Span\u6570\u636e\u6279\u91cf\u53d1\u9001\u81f3OAP\u96c6\u7fa4\n<\/li>\n
              3. \u5b9e\u65f6\u8ba1\u7b97<\/strong>\uff1aOAP\u5bf9Span\u8fdb\u884c\u62d3\u6251\u5206\u6790\uff0c\u8ba1\u7b97\u670d\u52a1\u54cd\u5e94\u65f6\u95f4\u767e\u5206\u4f4d\n<\/li>\n
              4. \u6301\u4e45\u5316\u5b58\u50a8<\/strong>\uff1a\u8ba1\u7b97\u7ed3\u679c\u5199\u5165Elasticsearch\u7d22\u5f15\n<\/li>\n
              5. \u53ef\u89c6\u5316\u5c55\u793a<\/strong>\uff1aUI\u4ece\u5b58\u50a8\u5c42\u67e5\u8be2\u6570\u636e\uff0c\u6e32\u67d3\u5b9e\u65f6\u62d3\u6251\u56fe
                \n\u6574\u4e2a\u8fc7\u7a0b\u5728500ms\u5185\u5b8c\u6210\uff0c\u786e\u4fdd\u8fd0\u7ef4\u4eba\u5458\u80fd\u53ca\u65f6\u53d1\u73b0\u5f02\u5e38\u3002\u4f8b\u5982\uff0c\u5f53\u67d0\u670d\u52a1\u9519\u8bef\u7387\u7a81\u589e\u65f6\uff0c\u901a\u8fc7TraceID\u4e0b\u94bb<\/strong>\u53ef\u76f4\u63a5\u5b9a\u4f4d\u5230\u5177\u4f53\u6162SQL\u8bed\u53e5\u3002\n<\/li>\n<\/ol>\n
                \n

                \u56db\u3001\u67b6\u6784\u8bbe\u8ba1\u7684\u6f14\u8fdb\u65b9\u5411<\/h3>\n

                \u968f\u7740eBPF\u6280\u672f\u7684\u6210\u719f\uff0c\u65b0\u4e00\u4ee3Network Profiling<\/strong>\u7ec4\u4ef6\u5df2\u8fdb\u5165SkyWalking\u8def\u7ebf\u56fe\u3002\u8be5\u7ec4\u4ef6\u5c06\u7ed5\u8fc7\u5e94\u7528\u5c42\u76f4\u63a5\u5728\u5185\u6838\u6001\u91c7\u96c6\u7f51\u7edc\u6d41\u91cf\uff0c\u5b9e\u73b0\u56db\u5c42\u534f\u8bae\u6027\u80fd\u5206\u6790\u3002\u540c\u65f6\uff0cAIOps\u96c6\u6210<\/strong>\u6b63\u5728\u8bd5\u9a8c\u9636\u6bb5\uff0c\u901a\u8fc7\u5f15\u5165\u65f6\u95f4\u5e8f\u5217\u9884\u6d4b\u6a21\u578b\uff0c\u7cfb\u7edf\u80fd\u63d0\u524d\u9884\u8b66\u5bb9\u91cf\u98ce\u9669\u3002<\/p>\n

                \u5728\u4e91\u539f\u751f\u9886\u57df\uff0cSkyWalking\u6b63\u6df1\u5ea6\u6574\u5408OpenFunction<\/strong>\u7b49Serverless\u6846\u67b6\uff0c\u76ee\u6807\u5b9e\u73b0\u4ece\u4ee3\u7801\u5230\u57fa\u7840\u8bbe\u65bd\u7684\u5168\u94fe\u8def\u53ef\u89c2\u6d4b\u3002\u8fd9\u79cd\u6301\u7eed\u7684\u67b6\u6784\u6f14\u8fdb\uff0c\u4f7f\u5176\u5728APM\u9886\u57df\u7684\u9886\u5148\u5730\u4f4d\u4e0d\u65ad\u5de9\u56fa\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

                \u5728\u5206\u5e03\u5f0f\u7cfb\u7edf\u4e0e\u5fae\u670d\u52a1\u67b6\u6784\u6210\u4e3a\u4e3b\u6d41\u7684\u4eca\u5929\uff0c\u670d\u52a1\u95f4\u7684\u8c03\u7528\u94fe\u8def\u65e5\u76ca\u590d\u6742\uff0c\u6027\u80fd\u76d1\u63a7\u4e0e\u95ee\u9898\u6839\u56e0\u5b9a\u4f4d\u6210\u4e3a\u5f00\u53d1\u8005\u4e9f\u9700\u89e3\u51b3\u7684\u75db\u70b9\u3002\u9762\u5bf9\u8fd9\u4e00\u6311\u6218\uff0c\u5f00\u6e90\u793e\u533a\u6d8c\u73b0\u51fa\u591a\u4e2aAPM\uff08\u5e94\u7528\u6027\u80fd\u7ba1\u7406\uff09\u5de5\u5177\uff0c\u800cSkyWalking\u51ed\u501f\u5176\u8f7b\u91cf\u7ea7\u67b6\u6784\u4e0e\u5168\u6808\u53ef\u89c2\u6d4b\u80fd\u529b\u8131\u9896\u800c\u51fa\u3002\u672c\u6587\u5c06\u6df1\u5165\u5256\u6790SkyWalking\u7684\u6838\u5fc3\u67b6\u6784\u8bbe\u8ba1\uff0c\u63ed\u793a\u5176\u5982\u4f55\u901a\u8fc7\u6a21\u5757\u5316\u7ec4\u4ef6\u534f\u4f5c\u5b9e\u73b0\u5206\u5e03\u5f0f\u7cfb\u7edf\u7684\u900f\u660e\u5316\u76d1\u63a7\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u6784\u5efa\u9ad8\u6027\u80fd\u3001\u9ad8\u53ef\u9760\u7684\u4e91\u539f\u751f\u5e94\u7528\u3002 \u4e00\u3001SkyWalking\u7684\u6838\u5fc3\u8bbe\u8ba1\u7406\u5ff5 \u4f5c\u4e3aApache\u9876\u7ea7\u5f00\u6e90\u9879\u76ee\uff0cSkyWalking\u59cb\u7ec8\u9075\u5faa\u57fa\u4e8e\u63a2\u9488\u7684\u975e\u4fb5\u5165\u5f0f\u76d1\u63a7\u539f\u5219\u3002\u76f8\u8f83\u4e8e\u4f20\u7edfAPM\u5de5\u5177\u9700\u4fee\u6539\u4e1a\u52a1\u4ee3\u7801\u7684\u4fb5\u5165\u5f0f\u65b9\u6848\uff0cSkyWalking\u901a\u8fc7\u5b57\u8282\u7801\u589e\u5f3a\u6280\u672f\u548cService Mesh\u96c6\u6210\u5b9e\u73b0\u76d1\u63a7\u6570\u636e\u7684\u81ea\u52a8\u91c7\u96c6\uff0c\u8fd9\u79cd\u8bbe\u8ba1\u4e0d\u4ec5\u964d\u4f4e\u63a5\u5165\u6210\u672c\uff0c\u66f4\u4fdd\u969c\u4e86\u4e1a\u52a1\u7cfb\u7edf\u7684\u7a33\u5b9a\u6027\u3002 \u5176\u67b6\u6784\u6f14\u8fdb\u7ecf\u5386\u4e86\u4ece\u5355\u4f53\u5f0f\u5230\u5e73\u53f0\u5316\u7684\u8715\u53d8\uff0c\u76ee\u524d\u91c7\u7528\u6a21\u5757\u5316\u5206\u5c42\u8bbe\u8ba1\uff0c\u5404\u7ec4\u4ef6\u901a\u8fc7\u6807\u51c6\u5316\u534f\u8bae\u901a\u4fe1\u3002\u8fd9\u79cd\u89e3\u8026\u673a\u5236\u4f7f\u5f97\u7528\u6237\u53ef\u6839\u636e\u5b9e\u9645\u573a\u666f\u7075\u6d3b\u7ec4\u5408\u7ec4\u4ef6\uff0c\u65e0\u8bba\u662f\u5355\u673a\u90e8\u7f72\u8fd8\u662f\u5927\u89c4\u6a21\u96c6\u7fa4\u90fd\u80fd\u6e38\u5203\u6709\u4f59\u3002 \u4e8c\u3001\u67b6\u6784\u7684\u516d\u5927\u5173\u952e\u7ec4\u4ef6\u89e3\u6790 1. \u63a2\u9488\uff08Probe\uff09\uff1a\u6570\u636e\u91c7\u96c6\u7684\u795e\u7ecf\u672b\u68a2 \u4f5c\u4e3a\u6574\u4e2a\u76d1\u63a7\u4f53\u7cfb\u7684\u6570\u636e\u6e90\uff0c\u63a2\u9488\u627f\u62c5\u7740\u5173\u952e\u7684\u89d2\u8272\uff1a \u8bed\u8a00\u63a2\u9488\uff1a\u652f\u6301Java\u3001.NET\u3001Node.js\u7b49\u5341\u4f59\u79cd\u8bed\u8a00\u7684\u81ea\u52a8\u57cb\u70b9 Service Mesh\u63a2\u9488\uff1a\u65e0\u7f1d\u96c6\u6210Istio\u3001Linkerd\u7b49\u670d\u52a1\u7f51\u683c\u65b9\u6848 \u57fa\u7840\u8bbe\u65bd\u63a2\u9488\uff1a\u76d1\u63a7Kubernetes\u3001Docker\u7b49\u5bb9\u5668\u73af\u5883 Java\u63a2\u9488\u901a\u8fc7-javaagent\u53c2\u6570\u6302\u8f7d\uff0c\u5229\u7528Byte Buddy\u6846\u67b6\u52a8\u6001\u4fee\u6539\u5b57\u8282\u7801\uff0c\u5b9e\u73b0\u65b9\u6cd5\u6267\u884c\u65f6\u95f4\u7684\u7cbe\u51c6\u7edf\u8ba1\uff0c\u6574\u4e2a\u8fc7\u7a0b\u5bf9\u4e1a\u52a1\u4ee3\u7801\u5b8c\u5168\u900f\u660e\u3002 2. 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Storage Layer\uff1a\u53ef\u63d2\u62d4\u7684\u5b58\u50a8\u62bd\u8c61 SkyWalking\u72ec\u521b\u7684Storage Provider\u63a5\u53e3\u89e3\u8026\u4e86\u6570\u636e\u5904\u7406\u4e0e\u5b58\u50a8\u5b9e\u73b0\uff1a \u65f6\u5e8f\u6570\u636e\u5e93\uff1a\u539f\u751f\u652f\u6301Elasticsearch\u3001InfluxDB\u7b49 \u5173\u7cfb\u578b\u6570\u636e\u5e93\uff1aMySQL\u3001TiDB\u6ee1\u8db3\u4e8b\u52a1\u6027\u6570\u636e\u5b58\u50a8\u9700\u6c42 \u6df7\u5408\u5b58\u50a8\u7b56\u7565\uff1a\u70ed\u6570\u636e\u5b58Elasticsearch\uff0c\u51b7\u6570\u636e\u5f52\u6863\u81f3HBase \u8fd9\u79cd\u8bbe\u8ba1\u4f7f\u5f97\u4f01\u4e1a\u53ef\u6839\u636e\u6570\u636e\u89c4\u6a21\u81ea\u7531\u9009\u62e9\u5b58\u50a8\u65b9\u6848\u3002\u5f53\u76d1\u63a7\u6570\u636e\u91cf\u8fbe\u5230PB\u7ea7\u65f6\uff0c\u901a\u8fc7\u5206\u7247\u5b58\u50a8+TTL\u81ea\u52a8\u6e05\u7406\u673a\u5236\uff0c\u80fd\u6709\u6548\u63a7\u5236\u5b58\u50a8\u6210\u672c\u3002 4. UI Dashboard\uff1a\u53ef\u89c6\u5316\u7684\u76d1\u63a7\u95e8\u6237 \u53ef\u89c6\u5316\u5c42\u91c7\u7528\u524d\u540e\u7aef\u5206\u79bb\u67b6\u6784\uff0c\u6838\u5fc3\u529f\u80fd\u5305\u62ec\uff1a 3D\u62d3\u6251\u56fe\uff1a\u52a8\u6001\u5c55\u793a\u670d\u52a1\u95f4\u8c03\u7528\u5173\u7cfb \u591a\u7ef4\u5ea6\u6307\u6807\u5206\u6790\uff1a\u652f\u6301\u6309\u670d\u52a1\/\u5b9e\u4f8b\/\u7aef\u70b9\u7b49\u591a\u4e2a\u89c6\u89d2\u4e0b\u94bb \u667a\u80fd\u8bca\u65ad\u52a9\u624b\uff1a\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u81ea\u52a8\u8bc6\u522b\u5f02\u5e38\u6a21\u5f0f \u901a\u8fc7PromQL\u517c\u5bb9\u7684\u67e5\u8be2\u63a5\u53e3\uff0c\u7528\u6237\u53ef\u81ea\u5b9a\u4e49\u76d1\u63a7\u9762\u677f\u3002\u4f8b\u5982\uff0c\u901a\u8fc7\u7ec4\u5408P99\u5ef6\u8fdf\u4e0e\u9519\u8bef\u7387\u6307\u6807\uff0c\u5feb\u901f\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\u670d\u52a1\u3002 5. 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