{"id":32986,"date":"2025-03-04T11:18:07","date_gmt":"2025-03-04T03:18:07","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=32986"},"modified":"2025-03-04T11:18:07","modified_gmt":"2025-03-04T03:18:07","slug":"%e5%85%a8%e6%99%af%e6%80%a7%e8%83%bd%e7%9b%91%e6%8e%a7%e5%a6%82%e4%bd%95%e6%94%af%e6%8c%81%e8%b7%a8%e5%b9%b3%e5%8f%b0%e7%9b%91%e6%8e%a7%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/32986.html","title":{"rendered":"\u5168\u666f\u6027\u80fd\u76d1\u63a7\u5982\u4f55\u652f\u6301\u8de8\u5e73\u53f0\u76d1\u63a7\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2025\/03\/iodBMZ.jpg\" alt=\"\u5168\u666f\u6027\u80fd\u76d1\u63a7\u5982\u4f55\u652f\u6301\u8de8\u5e73\u53f0\u76d1\u63a7\uff1f\" ><\/p>\n<\/p>\n<p><strong>\u524d\u8a00<\/strong><br 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href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5168\u666f\u6027\u80fd\u76d1\u63a7<\/a>\uff08Full-Stack Performance Monitoring\uff09<\/strong>\u3002\u5b83\u4e0d\u4ec5\u662f\u6280\u672f\u56e2\u961f\u7684\u773c\u775b\uff0c\u66f4\u662f\u5b9e\u73b0\u8de8\u5e73\u53f0\u76d1\u63a7\u7684\u6838\u5fc3\u5de5\u5177\u3002\u672c\u6587\u5c06\u6df1\u5165\u63a2\u8ba8\u5176\u5982\u4f55\u6253\u7834\u6570\u636e\u5b64\u5c9b\uff0c\u4e3a\u5f02\u6784\u73af\u5883\u63d0\u4f9b\u7edf\u4e00\u7684\u6027\u80fd\u6d1e\u5bdf\u3002<\/p>\n<hr>\n<h3 id=\"\u4e00-\u5168\u666f\u6027\u80fd\u76d1\u63a7-\u4ece-\u5c40\u90e8\u89c6\u89d2-\u5230-\u5168\u5c40\u5730\u56fe\"><strong>\u4e00\u3001<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5168\u666f\u6027\u80fd\u76d1\u63a7<\/a>\uff1a\u4ece\u201c\u5c40\u90e8\u89c6\u89d2\u201d\u5230\u201c\u5168\u5c40\u5730\u56fe\u201d<\/strong><\/h3>\n<p>\u4f20\u7edf\u76d1\u63a7\u5de5\u5177\u5f80\u5f80\u805a\u7126\u5355\u4e00\u5c42\u7ea7\u6216\u5e73\u53f0\uff0c\u4f8b\u5982\u4ec5\u5173\u6ce8\u670d\u52a1\u5668CPU\u4f7f\u7528\u7387\u6216\u524d\u7aef\u9875\u9762\u52a0\u8f7d\u901f\u5ea6\u3002\u8fd9\u79cd\u201c\u5b64\u5c9b\u5f0f\u76d1\u63a7\u201d\u5728\u8de8\u5e73\u53f0\u573a\u666f\u4e2d\u663e\u5f97\u529b\u4e0d\u4ece\u5fc3\uff1a\u79fb\u52a8\u7aef\u7528\u6237\u62b1\u6028\u5e94\u7528\u5361\u987f\uff0c\u800c\u8fd0\u7ef4\u56e2\u961f\u5374\u56e0\u540e\u7aef\u6307\u6807\u6b63\u5e38\u800c\u675f\u624b\u65e0\u7b56\u3002<strong>\u5168\u666f\u6027\u80fd\u76d1\u63a7<\/strong>\u7684\u7a81\u7834\u6027\u5728\u4e8e\u5176<strong>\u5168\u6808\u8986\u76d6\u80fd\u529b<\/strong>\u2014\u2014\u4ece\u7528\u6237\u4f53\u9a8c\u5c42\uff08\u5982\u524d\u7aef\u9875\u9762\u3001\u79fb\u52a8\u7aef\u4ea4\u4e92\uff09\u3001\u5e94\u7528\u5c42\uff08\u5fae\u670d\u52a1\u3001API\u8c03\u7528\uff09\u3001\u57fa\u7840\u8bbe\u65bd\u5c42\uff08\u670d\u52a1\u5668\u3001\u5bb9\u5668\u3001\u4e91\u8d44\u6e90\uff09\u5230\u7f51\u7edc\u4f20\u8f93\u5c42\uff0c\u5f62\u6210\u7aef\u5230\u7aef\u7684\u76d1\u63a7\u94fe\u6761\u3002<\/p>\n<p>\u67d0\u7535\u5546\u5e73\u53f0\u901a\u8fc7\u90e8\u7f72\u5168\u666f\u76d1\u63a7\u7cfb\u7edf\uff0c\u53d1\u73b0\u5927\u4fc3\u671f\u95f4\u79fb\u52a8\u7aef\u8ba2\u5355\u63d0\u4ea4\u5931\u8d25\u7387\u6fc0\u589e\u3002\u901a\u8fc7\u56de\u6eaf\u53d1\u73b0\uff0c\u95ee\u9898\u6839\u6e90\u5e76\u975e\u524d\u7aef\u4ee3\u7801\u6216\u670d\u52a1\u5668\u8d1f\u8f7d\uff0c\u800c\u662f\u7b2c\u4e09\u65b9\u652f\u4ed8\u7f51\u5173\u7684\u54cd\u5e94\u5ef6\u8fdf\u89e6\u53d1\u4e86\u79fb\u52a8\u7aef\u8d85\u65f6\u673a\u5236\u3002\u8fd9\u79cd<strong>\u8de8\u5c42\u5173\u8054\u5206\u6790<\/strong>\u80fd\u529b\uff0c\u8ba9\u56e2\u961f\u5f97\u4ee5\u5feb\u901f\u5b9a\u4f4d\u201c\u9690\u85cf\u201d\u5728\u5e73\u53f0\u8fb9\u754c\u7684\u95ee\u9898\u3002<\/p>\n<hr>\n<h3 id=\"\u4e8c-\u8de8\u5e73\u53f0\u76d1\u63a7\u7684\u4e09\u5927\u96be\u70b9\u4e0e\u5168\u666f\u65b9\u6848\u7684\u7834\u5c40\u4e4b\u9053\"><strong>\u4e8c\u3001\u8de8\u5e73\u53f0\u76d1\u63a7\u7684\u4e09\u5927\u96be\u70b9\u4e0e\u5168\u666f\u65b9\u6848\u7684\u7834\u5c40\u4e4b\u9053<\/strong><\/h3>\n<h4 id=\"1-\u6280\u672f\u6808\u788e\u7247\u5316-\u4ece-\u6807\u51c6\u9002\u914d-\u5230-\u7075\u6d3b\u6269\u5c55\"><strong>1. 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id=\"3-\u5b9e\u65f6\u6027\u8981\u6c42-\u4ece-\u4e8b\u540e\u590d\u76d8-\u5230-\u9884\u6d4b\u5e72\u9884\"><strong>3. 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id=\"\u4e09-\u6280\u672f\u5b9e\u73b0-\u5168\u666f\u6027\u80fd\u76d1\u63a7\u7684\u56db\u5927\u652f\u67f1\"><strong>\u4e09\u3001\u6280\u672f\u5b9e\u73b0\uff1a\u5168\u666f\u6027\u80fd\u76d1\u63a7\u7684\u56db\u5927\u652f\u67f1<\/strong><\/h3>\n<h4 id=\"1-\u7edf\u4e00\u7684\u6570\u636e\u91c7\u96c6\u6846\u67b6\"><strong>1. \u7edf\u4e00\u7684\u6570\u636e\u91c7\u96c6\u6846\u67b6<\/strong><\/h4>\n<p>\u901a\u8fc7<strong>\u8f7b\u91cf\u7ea7Agent<\/strong>\u3001<strong>SDK\u57cb\u70b9<\/strong>\u548c<strong>\u7f51\u7edc\u55c5\u63a2<\/strong>\u4e09\u79cd\u65b9\u5f0f\u8986\u76d6\u6240\u6709\u5e73\u53f0\u3002\u4f8b\u5982\uff0c\u79fb\u52a8\u7aef\u901a\u8fc7SDK\u6355\u83b7\u5d29\u6e83\u65e5\u5fd7\uff0c\u4e91\u539f\u751f\u73af\u5883\u901a\u8fc7Service Mesh\u6536\u96c6\u5fae\u670d\u52a1\u94fe\u8def\u6570\u636e\uff0c\u7269\u7406\u670d\u52a1\u5668\u5219\u901a\u8fc7Agent\u76d1\u63a7\u786c\u4ef6\u72b6\u6001\u3002<\/p>\n<h4 id=\"2-\u667a\u80fd\u5316\u7684\u6839\u56e0\u5206\u6790-rca\"><strong>2. 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id=\"\u573a\u666f1-\u6df7\u5408\u4e91\u73af\u5883\u4e0b\u7684\u8d44\u6e90\u4f18\u5316\"><strong>\u573a\u666f1\uff1a\u6df7\u5408\u4e91\u73af\u5883\u4e0b\u7684\u8d44\u6e90\u4f18\u5316<\/strong><\/h4>\n<p>\u67d0\u8de8\u56fd\u4f01\u4e1a\u91c7\u7528AWS\u3001Azure\u4e0e\u672c\u5730IDC\u6df7\u5408\u67b6\u6784\uff0c\u901a\u8fc7\u5168\u666f\u76d1\u63a7\u53d1\u73b0\uff0c\u6b27\u6d32\u533a\u4e1a\u52a1\u9ad8\u5cf0\u671f\u9891\u7e41\u51fa\u73b0\u6570\u636e\u5e93\u8fde\u63a5\u6c60\u8017\u5c3d\u3002\u5206\u6790\u663e\u793a\uff0c\u95ee\u9898\u6839\u6e90\u5728\u4e8e\u8de8\u4e91\u7f51\u7edc\u5ef6\u8fdf\u5bfc\u81f4\u4e8b\u52a1\u9501\u6301\u6709\u65f6\u95f4\u8fc7\u957f\u3002\u901a\u8fc7\u8c03\u6574\u6570\u636e\u5e93\u5206\u7247\u7b56\u7565\u5e76\u4f18\u5316\u91cd\u8bd5\u673a\u5236\uff0c\u8fde\u63a5\u8d85\u65f6\u7387\u4e0b\u964d72%\u3002<\/p>\n<h4 id=\"\u573a\u666f2-\u79fb\u52a8\u7aef\u4e0e\u540e\u7aef\u534f\u540c\u8c03\u4f18\"><strong>\u573a\u666f2\uff1a\u79fb\u52a8\u7aef\u4e0e\u540e\u7aef\u534f\u540c\u8c03\u4f18<\/strong><\/h4>\n<p>\u4e00\u6b3e\u793e\u4ea4\u5e94\u7528\u7684\u7528\u6237\u53cd\u9988\u56fe\u7247\u52a0\u8f7d\u7f13\u6162\uff0c\u4f46\u540e\u7aef\u670d\u52a1\u5668\u8d1f\u8f7d\u4ec5\u4e3a30%\u3002\u5168\u666f\u76d1\u63a7\u663e\u793a\uff0c\u95ee\u9898\u6e90\u4e8e\u5ba2\u6237\u7aef\u672a\u6839\u636e\u7f51\u7edc\u7c7b\u578b\uff084G\/Wi-Fi\uff09\u52a8\u6001\u8c03\u6574\u56fe\u7247\u5206\u8fa8\u7387\u3002\u901a\u8fc7\u5b9e\u65bd\u5ba2\u6237\u7aef\u81ea\u9002\u5e94\u538b\u7f29\u7b56\u7565\uff0c\u79fb\u52a8\u7aef\u6d41\u91cf\u6d88\u8017\u51cf\u5c1140%\uff0c\u52a0\u8f7d\u901f\u5ea6\u63d0\u53472\u500d\u3002<\/p>\n<h4 id=\"\u573a\u666f3-\u7269\u8054\u7f51\u8fb9\u7f18\u8ba1\u7b97\u6548\u80fd\u63d0\u5347\"><strong>\u573a\u666f3\uff1a\u7269\u8054\u7f51\u8fb9\u7f18\u8ba1\u7b97\u6548\u80fd\u63d0\u5347<\/strong><\/h4>\n<p>\u67d0\u667a\u80fd\u5236\u9020\u4f01\u4e1a\u90e8\u7f72\u4e86\u6570\u5343\u4e2a\u8fb9\u7f18\u8bbe\u5907\uff0c\u4f20\u7edf\u76d1\u63a7\u65b9\u5f0f\u65e0\u6cd5\u8986\u76d6\u79bb\u7ebf\u8282\u70b9\u3002\u901a\u8fc7\u5f15\u5165\u652f\u6301\u8fb9\u7f18\u8ba1\u7b97\u7684\u76d1\u63a7\u4ee3\u7406\uff0c\u8bbe\u5907\u5728\u65ad\u7f51\u65f6\u4ecd\u53ef\u7f13\u5b58\u6027\u80fd\u6570\u636e\uff0c\u5e76\u5728\u7f51\u7edc\u6062\u590d\u540e\u540c\u6b65\u81f3\u4e2d\u5fc3\u5e73\u53f0\u3002\u8fd9\u4e00\u65b9\u6848\u4f7f\u8bbe\u5907\u6545\u969c\u5e73\u5747\u4fee\u590d\u65f6\u95f4\uff08MTTR\uff09\u4ece8\u5c0f\u65f6\u7f29\u77ed\u81f345\u5206\u949f\u3002<\/p>\n<hr>\n<h3 id=\"\u4e94-\u672a\u6765\u5c55\u671b-\u4ece-\u76d1\u63a7-\u5230-\u53ef\u89c2\u6d4b\u6027\"><strong>\u4e94\u3001\u672a\u6765\u5c55\u671b\uff1a\u4ece\u201c\u76d1\u63a7\u201d\u5230\u201c\u53ef\u89c2\u6d4b\u6027\u201d<\/strong><\/h3>\n<p>\u968f\u7740\u4e91\u539f\u751f\u4e0e\u8fb9\u7f18\u8ba1\u7b97\u7684\u666e\u53ca\uff0c\u8de8\u5e73\u53f0\u76d1\u63a7\u7684\u8303\u7574\u6b63\u5728\u5411<strong>\u53ef\u89c2\u6d4b\u6027\uff08Observability\uff09<\/strong>\u6f14\u8fdb\u3002\u672a\u6765\u7684\u5168\u666f\u7cfb\u7edf\u5c06\u66f4\u5f3a\u8c03<strong>\u4e3b\u52a8\u5f0f\u6d1e\u5bdf<\/strong>\u2014\u2014\u901a\u8fc7<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">OpenTelemetry<\/a>\u7b49\u6807\u51c6\u5316\u534f\u8bae\u5b9e\u73b0\u6570\u636e\u4e92\u901a\uff0c\u7ed3\u5408AIOps\u9884\u6d4b\u6f5c\u5728\u98ce\u9669\u3002\u4f8b\u5982\uff0c\u5229\u7528\u5386\u53f2\u6570\u636e\u8bad\u7ec3\u6a21\u578b\uff0c\u5728\u7528\u6237\u611f\u77e5\u5230\u5ef6\u8fdf\u524d\u9884\u6d4b\u5fae\u670d\u52a1\u94fe\u8def\u7684\u5bb9\u91cf\u74f6\u9888\u3002<\/p>\n<p><strong>\u4f4e\u4ee3\u7801\u914d\u7f6e<\/strong>\u4e0e<strong>\u81ea\u7136\u8bed\u8a00\u67e5\u8be2<\/strong>\uff08\u5982\u201c\u5bf9\u6bd4\u5317\u7f8e\u4e0e\u4e9a\u6d32\u533a\u7684API\u9519\u8bef\u7387\u8d8b\u52bf\u201d\uff09\u5c06\u8fdb\u4e00\u6b65\u964d\u4f4e\u4f7f\u7528\u95e8\u69db\uff0c\u8ba9\u8fd0\u7ef4\u4eba\u5458\u4ece\u7e41\u7410\u7684\u914d\u7f6e\u4e2d\u89e3\u653e\uff0c\u4e13\u6ce8\u4e8e\u9ad8\u4ef7\u503c\u51b3\u7b56\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u524d\u8a00 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Performance Monitoring\uff09\u3002\u5b83\u4e0d\u4ec5\u662f\u6280\u672f\u56e2\u961f\u7684\u773c\u775b\uff0c\u66f4\u662f\u5b9e\u73b0\u8de8\u5e73\u53f0\u76d1\u63a7\u7684\u6838\u5fc3\u5de5\u5177\u3002\u672c\u6587\u5c06\u6df1\u5165\u63a2\u8ba8\u5176\u5982\u4f55\u6253\u7834\u6570\u636e\u5b64\u5c9b\uff0c\u4e3a\u5f02\u6784\u73af\u5883\u63d0\u4f9b\u7edf\u4e00\u7684\u6027\u80fd\u6d1e\u5bdf\u3002 \u4e00\u3001\u5168\u666f\u6027\u80fd\u76d1\u63a7\uff1a\u4ece\u201c\u5c40\u90e8\u89c6\u89d2\u201d\u5230\u201c\u5168\u5c40\u5730\u56fe\u201d 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