{"id":61580,"date":"2026-01-18T02:05:49","date_gmt":"2026-01-17T18:05:49","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/61580.html"},"modified":"2026-01-18T02:05:49","modified_gmt":"2026-01-17T18:05:49","slug":"%e3%80%90%e8%bf%90%e7%bb%b4%e3%80%91%e9%98%bf%e9%87%8c%e4%ba%91arms%e5%85%a8%e8%a7%a3%e6%9e%90%ef%bc%9a%e4%bb%8e%e6%8a%80%e6%9c%af%e5%8e%9f%e7%90%86%e5%88%b0%e4%bc%81%e4%b8%9a%e7%ba%a7%e8%90%bd","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/61580.html","title":{"rendered":"\u3010\u8fd0\u7ef4\u3011\u963f\u91cc\u4e91ARMS\u5168\u89e3\u6790\uff1a\u4ece\u6280\u672f\u539f\u7406\u5230\u4f01\u4e1a\u7ea7\u843d\u5730\u5b9e\u8df5"},"content":{"rendered":"

\u4f5c\u4e3a\u540e\u7aef\u5f00\u53d1\u4e0e\u8fd0\u7ef4\u4ece\u4e1a\u8005，\u6211\u4eec\u65e9\u5df2\u4e60\u60ef\u9762\u5bf9\u8fd9\u4e9b\u56f0\u5883：\u7ebf\u4e0a\u63a5\u53e3\u8017\u65f6\u7a81\u589e\u5374\u65e0\u8ff9\u53ef\u5bfb\u3001\u5206\u5e03\u5f0f\u94fe\u8def\u8c03\u7528\u5f02\u5e38\u96be\u4ee5\u5b9a\u4f4d\u3001\u591a\u76d1\u63a7\u5de5\u5177\u5207\u6362\u5bfc\u81f4\u6392\u969c\u6548\u7387\u4f4e\u4e0b\u3002\u963f\u91cc\u4e91\u5e94\u7528\u5b9e\u65f6\u76d1\u63a7\u670d\u52a1（ARMS）\u4f5c\u4e3a\u4e00\u7ad9\u5f0f\u53ef\u89c2\u6d4b\u5e73\u53f0，\u51ed\u501f\u65e0\u4fb5\u5165\u91c7\u96c6\u3001\u5168\u94fe\u8def\u8ffd\u8e2a\u3001\u667a\u80fd\u544a\u8b66\u7b49\u6838\u5fc3\u80fd\u529b，\u6210\u4e3a\u89e3\u51b3\u8fd9\u7c7b\u95ee\u9898\u7684\u5229\u5668\u3002\u672c\u6587\u5c06\u4ece\u6280\u672f\u67b6\u6784\u3001\u6838\u5fc3\u7279\u6027\u3001\u5b9e\u64cd\u8981\u70b9\u5230\u4f01\u4e1a\u6848\u4f8b，\u5168\u9762\u62c6\u89e3ARMS，\u52a9\u529b\u5f00\u53d1\u8005\u5feb\u901f\u6784\u5efa\u9ad8\u6548\u7684\u5e94\u7528\u76d1\u63a7\u4f53\u7cfb\u3002<\/p>\n

\u4e00\u3001ARMS\u6838\u5fc3\u8ba4\u77e5：\u4e0d\u6b62\u4e8e\u76d1\u63a7\u7684\u5168\u94fe\u8def\u53ef\u89c2\u6d4b\u5e73\u53f0<\/h2>\n

1.1 \u5b9a\u4e49\u4e0e\u6838\u5fc3\u4ef7\u503c<\/h3>\n

ARMS（Application Real-Time Monitoring Service，\u5e94\u7528\u5b9e\u65f6\u76d1\u63a7\u670d\u52a1）\u662f\u963f\u91cc\u4e91\u63a8\u51fa\u7684\u5168\u6808\u5e94\u7528\u6027\u80fd\u89c2\u6d4b\u5e73\u53f0，\u6838\u5fc3\u5b9a\u4f4d\u662f\u901a\u8fc7\u5168\u94fe\u8def\u6570\u636e\u91c7\u96c6\u3001\u5b9e\u65f6\u5206\u6790\u4e0e\u667a\u80fd\u544a\u8b66，\u5b9e\u73b0\u5bf9\u5e94\u7528\u6027\u80fd\u3001\u8d44\u6e90\u72b6\u6001\u3001\u4e1a\u52a1\u6d41\u7a0b\u7684\u7aef\u5230\u7aef\u76d1\u63a7\u3002\u5176\u672c\u8d28\u662f\u5c06\u5206\u6563\u7684\u76d1\u63a7\u6570\u636e（\u6027\u80fd\u6307\u6807\u3001\u8c03\u7528\u94fe\u8def\u3001\u65e5\u5fd7\u3001\u4e1a\u52a1\u6570\u636e）\u8fdb\u884c\u7edf\u4e00\u805a\u5408\u4e0e\u5206\u6790，\u5e2e\u52a9\u56e2\u961f\u4ece\u201c\u88ab\u52a8\u54cd\u5e94\u6545\u969c\u201d\u8f6c\u5411\u201c\u4e3b\u52a8\u9884\u6d4b\u95ee\u9898\u201d，\u6700\u7ec8\u8fbe\u6210\u7f29\u77ed\u6545\u969c\u6062\u590d\u65f6\u95f4（MTTR）\u3001\u4f18\u5316\u5e94\u7528\u6027\u80fd\u3001\u964d\u4f4e\u8fd0\u7ef4\u6210\u672c\u7684\u76ee\u6807\u3002<\/p>\n

\u4e0e\u4f20\u7edf\u76d1\u63a7\u5de5\u5177\u76f8\u6bd4，ARMS\u7684\u6838\u5fc3\u4f18\u52bf\u4f53\u73b0\u5728\u4e09\u70b9：\u4e1a\u52a1\u5bfc\u5411（\u4ece\u4e1a\u52a1\u5143\u6570\u636e\u51fa\u53d1\u6784\u5efa\u76d1\u63a7\u4f53\u7cfb，\u652f\u6301\u81ea\u5b9a\u4e49\u4e1a\u52a1\u6307\u6807）\u3001\u5b9e\u65f6\u80fd\u529b（\u57fa\u4e8e\u5927\u6570\u636e\u6d41\u8ba1\u7b97\u67b6\u6784，\u5b9e\u73b0\u6beb\u79d2\u7ea7\u6570\u636e\u5206\u6790）\u3001\u4e00\u4f53\u5316\u4f53\u9a8c（\u96c6\u6210APM\u3001\u94fe\u8def\u8ffd\u8e2a\u3001\u65e5\u5fd7\u5206\u6790\u3001\u5b89\u5168\u9632\u62a4\u7b49\u80fd\u529b，\u65e0\u9700\u8de8\u5e73\u53f0\u5207\u6362）\u3002<\/p>\n

1.2 \u6280\u672f\u6f14\u8fdb\u80cc\u666f<\/h3>\n

ARMS\u7684\u96cf\u5f62\u6e90\u4e8e\u963f\u91cc\u5185\u90e8\u7684\u201c\u9e70\u773c\u201d（Eagleeye）\u7cfb\u7edf，\u6700\u521d\u7528\u4e8e\u89e3\u51b3\u5206\u5e03\u5f0f\u67b6\u6784\u4e0b\u7684\u670d\u52a1\u8c03\u7528\u7edf\u8ba1\u95ee\u9898\u3002\u65e9\u671f\u901a\u8fc7Jstorm\u6d41\u8ba1\u7b97\u5f15\u64ce\u5904\u7406\u65e5\u5fd7\u6570\u636e，\u5b9e\u73b0\u57fa\u7840\u7684\u8c03\u7528\u6b21\u6570\u3001\u8017\u65f6\u7edf\u8ba1\u3002\u968f\u7740\u4e1a\u52a1\u9700\u6c42\u5347\u7ea7，\u9010\u6b65\u62bd\u8c61\u51fa\u6d41\u5f0f\u8ba1\u7b97\u7f16\u6392\u80fd\u529b，\u5c06\u63a5\u5165\u95e8\u69db\u4ece\u201c\u6570\u5929\u5f00\u53d1\u201d\u964d\u81f3\u201c\u5206\u949f\u7ea7\u914d\u7f6e\u201d，\u6700\u7ec8\u6f14\u8fdb\u4e3a\u8986\u76d6\u5168\u573a\u666f\u7684\u4e91\u4e0a\u4e00\u4f53\u5316\u76d1\u63a7\u670d\u52a1，\u53ef\u652f\u6491\u6bcf\u79d215000+MB\u7684\u6570\u636e\u5904\u7406\u89c4\u6a21，\u670d\u52a1\u963f\u91cc\u5185\u5916\u6570\u5343\u4e1a\u52a1\u573a\u666f\u3002<\/p>\n

\u4e8c\u3001\u5e95\u5c42\u6280\u672f\u67b6\u6784：\u56db\u5c42\u7ea7\u94fe\u8def\u62c6\u89e3<\/h2>\n

ARMS\u7684\u6838\u5fc3\u80fd\u529b\u6e90\u4e8e\u5176\u5206\u5c42\u67b6\u6784\u8bbe\u8ba1，\u4ece\u6570\u636e\u91c7\u96c6\u5230\u544a\u8b66\u8f93\u51fa\u5f62\u6210\u5b8c\u6574\u95ed\u73af，\u5404\u5c42\u7ea7\u534f\u540c\u4fdd\u969c\u76d1\u63a7\u7684\u5b9e\u65f6\u6027\u3001\u51c6\u786e\u6027\u4e0e\u4f4e\u4fb5\u5165\u6027\u3002<\/p>\n

2.1 \u6570\u636e\u91c7\u96c6\u5c42：\u65e0\u4fb5\u5165\u5f0f\u5168\u7ef4\u5ea6\u8986\u76d6<\/h3>\n

\u91c7\u96c6\u5c42\u662f\u76d1\u63a7\u7684\u57fa\u7840，ARMS\u91c7\u7528\u201c\u65e0\u4fb5\u5165+\u4f4e\u4fb5\u5165\u201d\u7ed3\u5408\u7684\u65b9\u5f0f，\u8986\u76d6\u5e94\u7528\u6027\u80fd\u3001\u57fa\u7840\u8bbe\u65bd\u3001\u4e1a\u52a1\u6570\u636e\u4e09\u5927\u7ef4\u5ea6，\u907f\u514d\u5bf9\u4e1a\u52a1\u4ee3\u7801\u9020\u6210\u5e72\u6270\u3002<\/p>\n\n\u91c7\u96c6\u7ef4\u5ea6\u91c7\u96c6\u65b9\u5f0f\u6838\u5fc3\u91c7\u96c6\u5185\u5bb9<\/tr>\n\n\n\n\n\n
\u5e94\u7528\u6027\u80fd\u6570\u636e<\/td>\nJava Agent\u5b57\u8282\u7801\u589e\u5f3a（\u57fa\u4e8eASM\u6846\u67b6）<\/td>\n\u63a5\u53e3RT\u3001QPS\u3001\u6210\u529f\u7387\u3001\u5f02\u5e38\u6808；JVM\u5806\u5185\u5b58\u3001GC\u6b21\u6570\u3001\u7ebf\u7a0b\u72b6\u6001；\u5206\u5e03\u5f0f\u94fe\u8defTrace ID\u4e32\u8054\u6570\u636e<\/td>\n<\/tr>\n
\u57fa\u7840\u8bbe\u65bd\u6570\u636e<\/td>\n\u8f7b\u91cf\u7ea7\u63a2\u9488+\u4e91\u4ea7\u54c1API\u5bf9\u63a5<\/td>\n\u670d\u52a1\u5668CPU\/\u5185\u5b58\/\u78c1\u76d8IO；K8s Pod\u72b6\u6001\u3001\u5bb9\u5668\u8d44\u6e90\u4f7f\u7528\u7387；RDS\u8fde\u63a5\u6570\u3001Redis\u7f13\u5b58\u547d\u4e2d\u7387\u7b49\u4e91\u4ea7\u54c1\u6307\u6807<\/td>\n<\/tr>\n
\u4e1a\u52a1\u81ea\u5b9a\u4e49\u6570\u636e<\/td>\nSDK\u8c03\u7528\u57cb\u70b9\u3001\u65e5\u5fd7\u4e0a\u62a5<\/td>\n\u8ba2\u5355\u8f6c\u5316\u7387\u3001\u652f\u4ed8\u6210\u529f\u7387\u7b49\u4e1a\u52a1\u6307\u6807；\u7528\u6237\u70b9\u51fb\u3001\u9875\u9762\u52a0\u8f7d\u7b49\u5173\u952e\u884c\u4e3a\u4e8b\u4ef6<\/td>\n<\/tr>\n
\u5176\u4e2d，Java Agent\u662f\u6838\u5fc3\u91c7\u96c6\u624b\u6bb5，\u5176\u539f\u7406\u662f：JVM\u542f\u52a8\u65f6\u901a\u8fc7-javaagent\u53c2\u6570\u6307\u5b9aARMS Agent\u5305，Agent\u501f\u52a9JVM Instrumentation\u63a5\u53e3，\u5728\u7c7b\u52a0\u8f7d\u9636\u6bb5\u5bf9Spring MVC\u3001Dubbo\u3001JDBC\u7b49\u76ee\u6807\u7c7b\u8fdb\u884c\u5b57\u8282\u7801\u589e\u5f3a，\u5728\u65b9\u6cd5\u5165\u53e3\/\u51fa\u53e3\u3001\u5f02\u5e38\u629b\u51fa\u7b49\u5173\u952e\u8282\u70b9\u81ea\u52a8\u57cb\u70b9，\u5168\u7a0b\u65e0\u9700\u4fee\u6539\u4e1a\u52a1\u4ee3\u7801，\u5bf9\u5e94\u7528\u6027\u80fd\u5f71\u54cd\u4f4e\u4e8e5%\u3002<\/td>\n<\/td>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

2.2 \u6570\u636e\u4f20\u8f93\u4e0e\u5b58\u50a8\u5c42：\u9ad8\u541e\u5410\u4f4e\u5ef6\u8fdf\u4fdd\u969c<\/h3>\n

\u91c7\u96c6\u7684\u539f\u59cb\u6570\u636e\u9700\u7ecf\u8fc7\u9ad8\u6548\u4f20\u8f93\u4e0e\u5206\u5c42\u5b58\u50a8，\u786e\u4fdd\u5b9e\u65f6\u6027\u4e0e\u53ef\u9760\u6027：<\/p>\n

    \n
  • \n

    \u4f20\u8f93\u5c42：\u91c7\u7528\u201c\u672c\u5730\u7f13\u5b58+\u6279\u91cf\u4e0a\u62a5+\u5f02\u6b65\u4f20\u8f93\u201d\u7b56\u7565，\u907f\u514d\u9ad8\u9891\u7f51\u7edc\u8bf7\u6c42\u3002\u6570\u636e\u8fbe\u5230\u9608\u503c（100\u6761\u6216500ms）\u540e，\u901a\u8fc7HTTP\/HTTPS\u6279\u91cf\u4e0a\u62a5\u81f3\u91c7\u96c6\u7f51\u5173，\u7ecf\u6821\u9a8c\u3001\u683c\u5f0f\u8f6c\u6362\u540e\u8f6c\u53d1\u81f3\u6d41\u5904\u7406\u5f15\u64ce\u3002<\/p>\n<\/li>\n

  • \n

    \u6d41\u5904\u7406\u5c42：\u57fa\u4e8eFlink\/Spark Streaming\u5b9e\u65f6\u8ba1\u7b97\u5f15\u64ce，\u5b8c\u6210\u6570\u636e\u6e05\u6d17\u3001\u805a\u5408\u3001\u5173\u8054，\u4f8b\u5982\u5c06\u540c\u4e00Trace ID\u7684\u8de8\u670d\u52a1\u8c03\u7528\u4e32\u8054\u4e3a\u5b8c\u6574\u94fe\u8def，\u805a\u5408\u8ba1\u7b97\u63a5\u53e3\u5206\u949f\u7ea7QPS\u4e0e\u5e73\u5747RT\u3002<\/p>\n<\/li>\n

  • \n

    \u5b58\u50a8\u5c42：\u91c7\u7528\u6df7\u5408\u5b58\u50a8\u65b9\u6848\u2014\u2014\u65f6\u5e8f\u6570\u636e（CPU\u3001JVM\u6307\u6807）\u5b58\u4e8eTSDB，\u652f\u6301\u9ad8\u5e76\u53d1\u65f6\u95f4\u8303\u56f4\u67e5\u8be2；\u539f\u59cb\u65e5\u5fd7\u5b58\u4e8eSLS，\u652f\u6301\u5168\u6587\u68c0\u7d22；\u94fe\u8def\u6570\u636e\u5b58\u4e8e\u4e13\u7528\u94fe\u8def\u5e93，\u5b9e\u73b0Trace ID\u5feb\u901f\u5b9a\u4f4d\u3002<\/p>\n<\/li>\n<\/ul>\n

    2.3 \u5206\u6790\u4e0e\u53ef\u89c6\u5316\u5c42：\u6570\u636e\u5230\u4fe1\u606f\u7684\u8f6c\u5316<\/h3>\n

    ARMS\u901a\u8fc7\u5185\u7f6e\u5206\u6790\u6a21\u578b\u4e0e\u53ef\u89c6\u5316\u754c\u9762，\u5c06\u539f\u59cb\u6570\u636e\u8f6c\u5316\u4e3a\u53ef\u76f4\u63a5\u843d\u5730\u7684\u6d1e\u5bdf：<\/p>\n

      \n
    • \n

      \u5e94\u7528\u5168\u666f\u5206\u6790：\u751f\u6210\u670d\u52a1\u62d3\u6251\u56fe，\u6807\u6ce8\u5404\u8282\u70b9\u5065\u5eb7\u72b6\u6001（\u6210\u529f\u7387\u3001RT\u9608\u503c\u544a\u8b66），\u5feb\u901f\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\u8282\u70b9\u3002<\/p>\n<\/li>\n

    • \n

      \u5206\u5e03\u5f0f\u94fe\u8def\u8ffd\u8e2a：\u6309Trace ID\u8fd8\u539f\u8de8\u670d\u52a1\u3001\u8de8\u673a\u623f\u8c03\u7528\u94fe\u8def，\u5c55\u793a\u5404\u73af\u8282\u8017\u65f6\u5360\u6bd4，\u7cbe\u51c6\u5b9a\u4f4d\u6162\u8c03\u7528\u6839\u6e90（\u5982\u6162SQL\u3001\u7b2c\u4e09\u65b9\u670d\u52a1\u5ef6\u8fdf）\u3002<\/p>\n<\/li>\n

    • \n

      JVM\u6df1\u5ea6\u5206\u6790：\u5c55\u793a\u5806\u5185\u5b58\u5206\u4ee3\u4f7f\u7528\u8d8b\u52bf\u3001GC\u8be6\u60c5\u3001\u7ebf\u7a0b\u72b6\u6001，\u652f\u6301\u5806dump\u5206\u6790\u5b9a\u4f4d\u5185\u5b58\u6cc4\u6f0f\u3002<\/p>\n<\/li>\n

    • \n

      \u81ea\u5b9a\u4e49\u5927\u76d8：\u62d6\u62fd\u5f0f\u914d\u7f6e\u7ec4\u4ef6，\u652f\u6301\u6309\u4e1a\u52a1\u6807\u7b7e\u5206\u7ec4，\u6784\u5efa\u6e38\u620f\u3001\u7535\u5546\u7b49\u573a\u666f\u4e13\u5c5e\u76d1\u63a7\u5927\u5c4f\u3002<\/p>\n<\/li>\n<\/ul>\n

      2.4 \u544a\u8b66\u4e0e\u8054\u52a8\u5c42：\u4e3b\u52a8\u6545\u969c\u95ed\u73af<\/h3>\n

      ARMS\u901a\u8fc7\u667a\u80fd\u544a\u8b66\u4e0e\u5de5\u5177\u8054\u52a8，\u5b9e\u73b0\u201c\u53d1\u73b0-\u901a\u77e5-\u6b62\u635f\u201d\u95ed\u73af：<\/p>\n

        \n
      • \n

        \u591a\u7ef4\u5ea6\u544a\u8b66\u89c4\u5219：\u652f\u6301\u9608\u503c\u544a\u8b66（\u5982RT>500ms\u6301\u7eed1\u5206\u949f）\u3001\u5f02\u5e38\u544a\u8b66（\u6210\u529f\u7387\u9aa4\u964d）\u3001\u8d8b\u52bf\u544a\u8b66，\u7ed3\u5408AI\u964d\u566a\u7b97\u6cd5，\u5408\u5e76\u91cd\u590d\u544a\u8b66\u3001\u4f18\u5148\u6839\u56e0\u544a\u8b66，\u907f\u514d\u544a\u8b66\u98ce\u66b4\u3002<\/p>\n<\/li>\n

      • \n

        \u591a\u6e20\u9053\u8054\u52a8：\u544a\u8b66\u4fe1\u606f\u63a8\u9001\u81f3\u9489\u9489\u3001\u4f01\u4e1a\u5fae\u4fe1\u3001\u77ed\u4fe1\u3001\u90ae\u4ef6，\u53ef\u8054\u52a8EDAS\u81ea\u52a8\u6269\u5bb9\u3001\u5b9e\u4f8b\u91cd\u542f\u7b49\u8fd0\u7ef4\u5de5\u5177，\u5b9e\u73b0\u81ea\u52a8\u5316\u6b62\u635f\u3002<\/p>\n<\/li>\n<\/ul>\n

        \u4e09\u3001\u6838\u5fc3\u7279\u6027\u4e0e\u5b9e\u64cd\u8981\u70b9<\/h2>\n

        3.1 \u5173\u952e\u6280\u672f\u4f18\u52bf<\/h3>\n
          \n
        • \n

          \u5b57\u8282\u7801\u589e\u5f3a\u6280\u672f：\u57fa\u4e8eASM\u6846\u67b6\u7cbe\u51c6\u57cb\u70b9，\u4ec5\u5728\u5173\u952e\u6267\u884c\u70b9\u91c7\u96c6\u6570\u636e，\u517c\u987e\u76d1\u63a7\u6df1\u5ea6\u4e0e\u6027\u80fd\u635f\u8017\u3002<\/p>\n<\/li>\n

        • \n

          \u5f00\u6e90\u6807\u51c6\u517c\u5bb9：\u5168\u9762\u652f\u6301OpenTelemetry\u3001Prometheus\u89c4\u8303，\u53ef\u5bf9\u63a5Jaeger\u7b49\u5f00\u6e90\u5de5\u5177，\u5b9e\u73b0\u6570\u636e\u7edf\u4e00\u7ba1\u7406\u3002<\/p>\n<\/li>\n

        • \n

          \u53ef\u89c6\u5316\u8ba1\u7b97\u7f16\u6392：\u65e0\u9700\u7f16\u5199\u4ee3\u7801，\u901a\u8fc7\u6d4f\u89c8\u5668\u914d\u7f6e\u53c2\u6570\u5373\u53ef\u5b8c\u6210\u6d41\u5f0f\u8ba1\u7b97\u903b\u8f91，\u63a5\u5165\u6548\u7387\u4ece\u51e0\u5929\u964d\u81f3\u51e0\u5206\u949f\u3002<\/p>\n<\/li>\n

        • \n

          \u6570\u636e\u4e00\u81f4\u6027\u4fdd\u969c：\u901a\u8fc7\u65e5\u5fd7\u961f\u5217\u6279\u6b21\u8bb0\u5f55\u3001\u8ba1\u7b97\u8282\u70b9\u72b6\u6001\u76d1\u63a7\u3001\u5b58\u50a8\u5c42Merge\u673a\u5236，\u786e\u4fdd\u6d77\u91cf\u6570\u636e\u4e0b\u7684\u6700\u7ec8\u4e00\u81f4\u6027\u3002<\/p>\n<\/li>\n<\/ul>\n

          3.2 \u5feb\u901f\u4e0a\u624b：Java\u5e94\u7528\u63a5\u5165\u6838\u5fc3\u6b65\u9aa4<\/h3>\n

          \u4ee5Java\u5e94\u7528\u4e3a\u4f8b，ARMS\u63a5\u5165\u5168\u7a0b\u65e0\u9700\u4fee\u6539\u4e1a\u52a1\u4ee3\u7801，\u6838\u5fc3\u6b65\u9aa4\u5982\u4e0b：<\/p>\n

        • \n

          \u73af\u5883\u51c6\u5907：\u5728\u963f\u91cc\u4e91\u63a7\u5236\u53f0\u5f00\u901aARMS\u670d\u52a1，\u83b7\u53d6Agent\u5305\u4e0e\u914d\u7f6e\u53c2\u6570（AppName\u3001LicenseKey）\u3002<\/p>\n<\/li>\n

        • \n

          Agent\u90e8\u7f72：JVM\u542f\u52a8\u65f6\u6dfb\u52a0\u53c2\u6570-javaagent:\/path\/aliyun-java-agent.jar，\u914d\u7f6eAgent\u53c2\u6570\u6307\u5b9a\u670d\u52a1\u540d\u4e0e\u4e0a\u62a5\u5730\u5740\u3002<\/p>\n<\/li>\n

        • \n

          \u6570\u636e\u9a8c\u8bc1：\u542f\u52a8\u5e94\u7528\u540e，\u5728ARMS\u63a7\u5236\u53f0\u67e5\u770b\u670d\u52a1\u62d3\u6251\u3001\u63a5\u53e3\u6027\u80fd\u6307\u6807，\u786e\u8ba4\u6570\u636e\u91c7\u96c6\u6b63\u5e38\u3002<\/p>\n<\/li>\n

        • \n

          \u81ea\u5b9a\u4e49\u914d\u7f6e：\u914d\u7f6e\u4e1a\u52a1\u57cb\u70b9（\u901a\u8fc7SDK\u4e0a\u62a5\u8ba2\u5355\u91cf\u7b49\u6307\u6807）\u3001\u5b9a\u5236\u76d1\u63a7\u5927\u76d8\u3001\u8bbe\u7f6e\u544a\u8b66\u89c4\u5219\u4e0e\u8054\u52a8\u65b9\u5f0f\u3002<\/p>\n<\/li>\n

          3.3 \u5b89\u5168\u9632\u62a4\u80fd\u529b（RASP）<\/h3>\n

          ARMS\u96c6\u6210RASP（\u8fd0\u884c\u65f6\u5e94\u7528\u81ea\u6211\u4fdd\u62a4）\u6280\u672f，\u4f5c\u4e3a\u5e94\u7528\u5185\u751f\u5b89\u5168\u9632\u62a4\u624b\u6bb5：\u901a\u8fc7Hook\u5173\u952e\u51fd\u6570，\u5b9e\u65f6\u76d1\u6d4b\u5e94\u7528\u8fd0\u884c\u65f6\u884c\u4e3a，\u8bc6\u522b\u5e76\u963b\u65adSQL\u6ce8\u5165\u3001\u547d\u4ee4\u6267\u884c\u7b49\u653b\u51fb，\u65e0\u9700\u4fee\u6539\u4ee3\u7801\u3002\u4e0eWAF（\u8fb9\u754c\u9632\u62a4）\u5f62\u6210\u534f\u540c，\u6784\u5efa\u201c\u8fb9\u754c+\u5185\u751f\u201d\u53cc\u91cd\u9632\u62a4\u4f53\u7cfb，\u62b5\u5fa1\u5df2\u77e5\u4e0e\u672a\u77e5\u6f0f\u6d1e\u653b\u51fb\u3002<\/p>\n

          \u56db\u3001\u4f01\u4e1a\u7ea7\u843d\u5730\u6848\u4f8b：\u5047\u9762\u79d1\u6280\u7684\u8fd0\u7ef4\u63d0\u6548\u5b9e\u8df5<\/h2>\n

          \u5047\u9762\u79d1\u6280（\u65d7\u4e0b\u4ea7\u54c1\u201c\u72fc\u4eba\u6740\u201d\u201c\u8db3\u8bb0\u76f8\u673a\u201d）\u62e5\u67092\u4ebf+\u7528\u6237，\u65e9\u671f\u91c7\u7528Jaeger\u5f00\u6e90\u94fe\u8def\u8ffd\u8e2a\u5de5\u5177，\u9762\u4e34\u6027\u80fd\u76d1\u63a7\u4e0d\u8db3\u3001\u8fd0\u7ef4\u6210\u672c\u9ad8\u3001\u4f01\u4e1a\u7ea7\u80fd\u529b\u7f3a\u5931\u7b49\u95ee\u9898，\u6545\u969c\u6392\u67e5\u9700\u8de8\u591a\u5e73\u53f0\u5207\u6362，MTTR\u5c45\u9ad8\u4e0d\u4e0b\u3002\u63a5\u5165ARMS\u540e，\u5b9e\u73b0\u4e86\u5168\u94fe\u8def\u76d1\u63a7\u4f53\u7cfb\u5347\u7ea7：<\/p>\n

            \n
          • \n

            \u65e0\u4fb5\u5165\u5feb\u901f\u843d\u5730：\u901a\u8fc7ARMS Java\u63a2\u9488\u96f6\u4ee3\u7801\u4fb5\u5165\u63a5\u5165，\u540c\u65f6\u5bf9\u6bd4Jaeger SDK\u9a8c\u8bc1\u80fd\u529b，\u6700\u7ec8\u5168\u91cf\u66ff\u6362\u5f00\u6e90\u5de5\u5177，\u6838\u5fc3\u6e38\u620f\u4e1a\u52a1\u751f\u4ea7\u73af\u5883\u5168\u9762\u90e8\u7f72\u3002<\/p>\n<\/li>\n

          • \n

            \u573a\u666f\u5316\u5927\u76d8\u7ba1\u7406：\u57fa\u4e8e\u4e1a\u52a1\u6807\u7b7e\u5206\u7ec4，\u6784\u5efa\u5404\u6e38\u620f\u4e13\u5c5e\u76d1\u63a7\u5927\u76d8，\u9519\u6162\u5f02\u5e38TopN\u3001\u6162SQL\u7b49\u95ee\u9898\u4e00\u76ee\u4e86\u7136，\u5b9a\u671f\u6392\u67e5\u4f18\u5316\u670d\u52a1\u6027\u80fd\u3002<\/p>\n<\/li>\n

          • \n

            \u8fd0\u7ef4\u6548\u7387\u500d\u589e：\u544a\u8b66\u6709\u6548\u7387\u663e\u8457\u63d0\u5347，MTTR\u7f29\u77ed50%\u4ee5\u4e0a，\u51cf\u5c11\u8de8\u5e73\u53f0\u6570\u636e\u9a8c\u8bc1\u6210\u672c，\u56e2\u961f\u805a\u7126\u4e1a\u52a1\u521b\u65b0\u4e0e\u67b6\u6784\u4f18\u5316\u3002<\/p>\n<\/li>\n

          • \n

            \u4f01\u4e1a\u7ea7\u80fd\u529b\u9002\u914d：\u652f\u6301\u6309\u6e38\u620f\u4e1a\u52a1\u914d\u7f6e\u6743\u9650\u3001\u544a\u8b66\u89c4\u5219，\u901a\u8fc7OpenAPI\u5b9e\u73b0\u5b9a\u5236\u5316\u5bf9\u63a5，\u6ee1\u8db3\u591a\u56e2\u961f\u534f\u540c\u9700\u6c42\u3002<\/p>\n<\/li>\n<\/ul>\n

            \u4e94\u3001\u603b\u7ed3\u4e0e\u8d8b\u52bf\u5c55\u671b<\/h2>\n

            ARMS\u7684\u6838\u5fc3\u4ef7\u503c，\u5728\u4e8e\u6253\u7834\u4e86\u201c\u6027\u80fd\u76d1\u63a7\u3001\u94fe\u8def\u8ffd\u8e2a\u3001\u65e5\u5fd7\u5206\u6790\u3001\u5b89\u5168\u9632\u62a4\u201d\u7684\u5de5\u5177\u58c1\u5792，\u901a\u8fc7\u4e00\u4f53\u5316\u5e73\u53f0\u4e3a\u5206\u5e03\u5f0f\u67b6\u6784\u63d0\u4f9b\u5168\u6808\u53ef\u89c2\u6d4b\u80fd\u529b\u3002\u4ece\u963f\u91cc\u5185\u90e8\u7684\u9e70\u773c\u7cfb\u7edf\u5230\u4e91\u4e0a\u901a\u7528\u670d\u52a1，ARMS\u59cb\u7ec8\u56f4\u7ed5\u201c\u4f4e\u4fb5\u5165\u3001\u9ad8\u5b9e\u65f6\u3001\u6613\u4e0a\u624b\u201d\u7684\u6838\u5fc3\u8bc9\u6c42\u8fed\u4ee3，\u9002\u914d\u4e92\u8054\u7f51\u3001\u7535\u5546\u3001\u6e38\u620f\u7b49\u591a\u884c\u4e1a\u573a\u666f\u3002<\/p>\n

            \u672a\u6765，\u968f\u7740\u4e91\u539f\u751f\u3001AI\u6280\u672f\u7684\u53d1\u5c55，ARMS\u5c06\u8fdb\u4e00\u6b65\u5f3a\u5316\u4e24\u5927\u65b9\u5411：\u4e00\u662fAI\u9a71\u52a8\u7684\u667a\u80fd\u6839\u56e0\u5206\u6790，\u901a\u8fc7\u673a\u5668\u5b66\u4e60\u81ea\u52a8\u5b9a\u4f4d\u6545\u969c\u6839\u6e90，\u51cf\u5c11\u4eba\u5de5\u6392\u67e5\u6210\u672c；\u4e8c\u662f\u4e91\u539f\u751f\u6df1\u5ea6\u9002\u914d，\u4f18\u5316Serverless\u3001\u5bb9\u5668\u5316\u573a\u666f\u7684\u76d1\u63a7\u80fd\u529b，\u5b9e\u73b0\u8d44\u6e90\u4e0e\u5e94\u7528\u76d1\u63a7\u7684\u6df1\u5ea6\u878d\u5408\u3002\u5bf9\u4e8e\u5f00\u53d1\u8005\u800c\u8a00，\u719f\u7ec3\u8fd0\u7528ARMS\u6784\u5efa\u53ef\u89c2\u6d4b\u4f53\u7cfb，\u5df2\u6210\u4e3a\u4fdd\u969c\u7cfb\u7edf\u7a33\u5b9a\u6027\u3001\u63d0\u5347\u8fd0\u7ef4\u6548\u7387\u7684\u6838\u5fc3\u6280\u80fd\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

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