{"id":36821,"date":"2025-04-11T15:06:00","date_gmt":"2025-04-11T07:06:00","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=36821"},"modified":"2025-04-11T15:06:00","modified_gmt":"2025-04-11T07:06:00","slug":"%e5%a6%82%e4%bd%95%e9%80%9a%e8%bf%87%e5%be%ae%e6%9c%8d%e5%8a%a1%e7%9b%91%e6%8e%a7%e6%8f%90%e5%8d%87%e7%94%a8%e6%88%b7%e4%bd%93%e9%aa%8c%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/36821.html","title":{"rendered":"\u5982\u4f55\u901a\u8fc7\u5fae\u670d\u52a1\u76d1\u63a7\u63d0\u5347\u7528\u6237\u4f53\u9a8c\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2025\/04\/860Fi1.jpg\" alt=\"\u5982\u4f55\u901a\u8fc7\u5fae\u670d\u52a1\u76d1\u63a7\u63d0\u5347\u7528\u6237\u4f53\u9a8c\uff1f\" ><\/p>\n<\/p>\n<p><strong>\u3010\u524d\u8a00\u3011<\/strong><br 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id=\"\u4e00-\u5fae\u670d\u52a1\u76d1\u63a7-\u7528\u6237\u4f53\u9a8c\u7684-\u9690\u5f62\u5b88\u62a4\u8005\"><strong>\u4e00\u3001\u5fae\u670d\u52a1\u76d1\u63a7\uff1a\u7528\u6237\u4f53\u9a8c\u7684\u201c\u9690\u5f62\u5b88\u62a4\u8005\u201d<\/strong><\/h3>\n<p>\u5fae\u670d\u52a1\u67b6\u6784\u5c06\u5355\u4e00\u5e94\u7528\u62c6\u5206\u4e3a\u591a\u4e2a\u72ec\u7acb\u90e8\u7f72\u7684\u670d\u52a1\u6a21\u5757\uff0c\u8fd9\u79cd\u89e3\u8026\u5e26\u6765\u4e86\u5f00\u53d1\u6548\u7387\u7684\u63d0\u5347\uff0c\u5374\u4e5f\u589e\u52a0\u4e86\u8fd0\u7ef4\u590d\u6742\u5ea6\u3002\u4e00\u4e2a\u7b80\u5355\u7684\u7528\u6237\u8bf7\u6c42\u53ef\u80fd\u8de8\u8d8a\u6570\u5341\u4e2a\u670d\u52a1\u8282\u70b9\uff0c\u6d89\u53ca\u6570\u636e\u5e93\u8c03\u7528\u3001API\u901a\u4fe1\u3001\u7f13\u5b58\u8bfb\u5199\u7b49\u591a\u73af\u8282\u3002<strong>\u4efb\u4f55\u8282\u70b9\u7684\u5ef6\u8fdf\u6216\u6545\u969c\uff0c\u90fd\u53ef\u80fd\u50cf\u591a\u7c73\u8bfa\u9aa8\u724c\u4e00\u6837\u5f15\u53d1\u8fde\u9501\u53cd\u5e94\uff0c\u6700\u7ec8\u5bfc\u81f4\u7528\u6237\u4f53\u9a8c\u7684\u5d29\u584c\u3002<\/strong><\/p>\n<p>\u6839\u636eGartner\u7814\u7a76\uff0c<strong>80%\u7684\u5fae\u670d\u52a1\u6545\u969c\u6839\u672c\u539f\u56e0\u5e76\u975e\u4ee3\u7801\u7f3a\u9677\uff0c\u800c\u662f\u670d\u52a1\u95f4\u901a\u4fe1\u5f02\u5e38\u6216\u8d44\u6e90\u5206\u914d\u5931\u8861<\/strong>\u3002\u8fd9\u610f\u5473\u7740\uff0c\u4f20\u7edf\u5355\u4f53\u67b6\u6784\u7684\u76d1\u63a7\u6a21\u5f0f\u2014\u2014\u4ec5\u5173\u6ce8\u670d\u52a1\u5668CPU\u3001\u5185\u5b58\u7b49\u57fa\u7840\u6307\u6807\u2014\u2014\u5728\u5fae\u670d\u52a1\u573a\u666f\u4e0b\u5df2\u5f7b\u5e95\u5931\u6548\u3002\u4f01\u4e1a\u9700\u8981\u5efa\u7acb<strong>\u9762\u5411\u4e1a\u52a1\u4f53\u9a8c\u7684\u7acb\u4f53\u5316\u76d1\u63a7\u4f53\u7cfb<\/strong>\uff0c\u4ece\u7528\u6237\u884c\u4e3a\u51fa\u53d1\uff0c\u9006\u5411\u5b9a\u4f4d\u6280\u672f\u74f6\u9888\u3002<\/p>\n<hr>\n<h3 id=\"\u4e8c-\u6784\u5efa\u7528\u6237\u4f53\u9a8c\u9a71\u52a8\u7684\u76d1\u63a7\u6307\u6807\u4f53\u7cfb\"><strong>\u4e8c\u3001\u6784\u5efa\u7528\u6237\u4f53\u9a8c\u9a71\u52a8\u7684\u76d1\u63a7\u6307\u6807\u4f53\u7cfb<\/strong><\/h3>\n<h4 id=\"1-\u4ece\u7528\u6237\u65c5\u7a0b\u53cd\u63a8\u5173\u952e\u8def\u5f84\"><strong>1. \u4ece\u7528\u6237\u65c5\u7a0b\u53cd\u63a8\u5173\u952e\u8def\u5f84<\/strong><\/h4>\n<p>\u7528\u6237\u4f53\u9a8c\u7684\u672c\u8d28\u662f\u5b8c\u6210\u7279\u5b9a\u76ee\u6807\u7684\u6d41\u7545\u5ea6\u3002\u4ee5\u7535\u5546\u573a\u666f\u4e3a\u4f8b\uff0c\u7528\u6237\u4ece\u641c\u7d22\u5546\u54c1\u5230\u652f\u4ed8\u6210\u529f\u7684\u5168\u6d41\u7a0b\u6d89\u53ca\u641c\u7d22\u670d\u52a1\u3001\u63a8\u8350\u5f15\u64ce\u3001\u5e93\u5b58\u7cfb\u7edf\u3001\u652f\u4ed8\u7f51\u5173\u7b49\u591a\u4e2a\u5fae\u670d\u52a1\u3002<strong>\u76d1\u63a7\u7cfb\u7edf\u9700\u6620\u5c04\u51fa\u7528\u6237\u5173\u952e\u8def\u5f84\uff08\u5982\u201c\u52a0\u5165\u8d2d\u7269\u8f66\u2192\u751f\u6210\u8ba2\u5355\u2192\u652f\u4ed8\u5b8c\u6210\u201d\uff09\uff0c\u5e76\u5b9e\u65f6\u8ffd\u8e2a\u6bcf\u4e2a\u73af\u8282\u7684\u6210\u529f\u7387\u4e0e\u54cd\u5e94\u65f6\u95f4\u3002<\/strong><\/p>\n<p>\u67d0\u8de8\u5883\u7535\u5546\u5e73\u53f0\u53d1\u73b0\u201c\u652f\u4ed8\u73af\u8282\u6d41\u5931\u7387\u5f02\u5e38\u5347\u9ad8\u201d\uff0c\u901a\u8fc7\u8def\u5f84\u5206\u6790\u9501\u5b9a\u5230\u8ba2\u5355\u670d\u52a1\u7684\u6570\u636e\u5e93\u67e5\u8be2\u5ef6\u8fdf\u6fc0\u589e\uff0c\u4f18\u5316\u7d22\u5f15\u540e\u652f\u4ed8\u6210\u529f\u7387\u63d0\u534724%\u3002<strong>\u8fd9\u79cd\u201c\u7528\u6237\u4f53\u9a8c\u6307\u6807\u2192\u670d\u52a1\u6027\u80fd\u6307\u6807\u201d\u7684\u6620\u5c04\u80fd\u529b\uff0c\u662f\u5fae\u670d\u52a1\u76d1\u63a7\u4f53\u7cfb\u7684\u6838\u5fc3\u7ade\u4e89\u529b\u3002<\/strong><\/p>\n<h4 id=\"2-\u5b9a\u4e49\u5206\u5c42\u76d1\u63a7\u6307\u6807\"><strong>2. \u5b9a\u4e49\u5206\u5c42\u76d1\u63a7\u6307\u6807<\/strong><\/h4>\n<ul>\n<li><strong>\u4e1a\u52a1\u5c42\u6307\u6807<\/strong>\uff1a\u4ea4\u6613\u6210\u529f\u7387\u3001\u9875\u9762\u52a0\u8f7d\u65f6\u95f4\u3001API\u9519\u8bef\u7387\u7b49\u76f4\u63a5\u5f71\u54cd\u7528\u6237\u611f\u77e5\u7684\u6307\u6807\u3002\n<\/li>\n<li><strong>\u670d\u52a1\u5c42\u6307\u6807<\/strong>\uff1a\u5fae\u670d\u52a1\u54cd\u5e94\u65f6\u95f4\uff08P99\/P95\uff09\u3001\u541e\u5410\u91cf\u3001\u7ebf\u7a0b\u6c60\u5229\u7528\u7387\u7b49\u53cd\u6620\u670d\u52a1\u5065\u5eb7\u5ea6\u7684\u6570\u636e\u3002\n<\/li>\n<li><strong>\u57fa\u7840\u8bbe\u65bd\u5c42\u6307\u6807<\/strong>\uff1a\u5bb9\u5668CPU\/\u5185\u5b58\u4f7f\u7528\u7387\u3001\u7f51\u7edc\u5ef6\u8fdf\u3001\u6d88\u606f\u961f\u5217\u5806\u79ef\u91cf\u7b49\u5e95\u5c42\u8d44\u6e90\u72b6\u6001\u3002\n<\/li>\n<\/ul>\n<p><strong>\u8fd9\u4e09\u5c42\u6307\u6807\u9700\u901a\u8fc7\u5173\u8054\u5206\u6790\u5b9e\u73b0\u201c\u6545\u969c\u7a7f\u900f\u201d<\/strong>\u3002\u4f8b\u5982\uff0c\u5f53\u7528\u6237\u6295\u8bc9\u9875\u9762\u52a0\u8f7d\u7f13\u6162\u65f6\uff0c\u7cfb\u7edf\u80fd\u81ea\u52a8\u5173\u8054\u5230\u524d\u7aef\u670d\u52a1\u7684JVM\u5185\u5b58\u6cc4\u6f0f\uff0c\u5e76\u8fdb\u4e00\u6b65\u8ffd\u6eaf\u5230Kubernetes\u96c6\u7fa4\u7684\u8282\u70b9\u8d44\u6e90\u8d85\u914d\u3002<\/p>\n<hr>\n<h3 id=\"\u4e09-4\u5927\u6280\u672f\u7b56\u7565-\u8ba9\u76d1\u63a7\u6570\u636e-\u6d3b\u8d77\u6765\"><strong>\u4e09\u30014\u5927\u6280\u672f\u7b56\u7565\uff1a\u8ba9\u76d1\u63a7\u6570\u636e\u201c\u6d3b\u8d77\u6765\u201d<\/strong><\/h3>\n<h4 id=\"1-\u5206\u5e03\u5f0f\u94fe\u8def\u8ffd\u8e2a-\u770b\u89c1-\u4e0d\u53ef\u89c1-\u7684\u4f9d\u8d56\u5173\u7cfb\"><strong>1. \u5206\u5e03\u5f0f\u94fe\u8def\u8ffd\u8e2a\uff1a\u770b\u89c1\u201c\u4e0d\u53ef\u89c1\u201d\u7684\u4f9d\u8d56\u5173\u7cfb<\/strong><\/h4>\n<p>\u5728\u5fae\u670d\u52a1\u67b6\u6784\u4e2d\uff0c\u4e00\u6b21\u7528\u6237\u8bf7\u6c42\u53ef\u80fd\u8c03\u7528\u591a\u4e2a\u670d\u52a1\u3002<strong>\u901a\u8fc7<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">OpenTelemetry<\/a>\u3001<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">SkyWalking<\/a>\u7b49\u5de5\u5177\u5b9e\u73b0\u5168\u94fe\u8def\u8ffd\u8e2a<\/strong>\uff0c\u53ef\u7ed8\u5236\u51fa\u670d\u52a1\u8c03\u7528\u62d3\u6251\u56fe\uff0c\u7cbe\u786e\u8bc6\u522b\u6162\u8c03\u7528\u94fe\u3002<\/p>\n<p>\u67d0\u89c6\u9891\u5e73\u53f0\u66fe\u906d\u9047\u201c\u89c6\u9891\u52a0\u8f7d\u65f6\u95f4\u6ce2\u52a8\u201d\u95ee\u9898\uff0c\u94fe\u8def\u8ffd\u8e2a\u53d1\u73b0\u6839\u6e90\u5728\u4e8e\u67d0\u4e2a\u8fb9\u7f18\u8282\u70b9\u7684CDN\u670d\u52a1\u54cd\u5e94\u4e0d\u7a33\u5b9a\u3002\u901a\u8fc7\u52a8\u6001\u5207\u6362\u670d\u52a1\u8282\u70b9\uff0c\u9996\u5e27\u52a0\u8f7d\u65f6\u95f4\u7f29\u77ed\u4e8640%\u3002<strong>\u8fd9\u79cd\u7aef\u5230\u7aef\u7684\u53ef\u89c1\u6027\uff0c\u8ba9\u6280\u672f\u56e2\u961f\u80fd\u591f\u7ad9\u5728\u7528\u6237\u89c6\u89d2\u8bca\u65ad\u95ee\u9898\u3002<\/strong><\/p>\n<h4 id=\"2-\u667a\u80fd\u57fa\u7ebf\u544a\u8b66-\u4ece-\u566a\u97f3-\u4e2d\u6355\u6349\u771f\u95ee\u9898\"><strong>2. \u667a\u80fd\u57fa\u7ebf\u544a\u8b66\uff1a\u4ece\u201c\u566a\u97f3\u201d\u4e2d\u6355\u6349\u771f\u95ee\u9898<\/strong><\/h4>\n<p>\u4f20\u7edf\u9608\u503c\u544a\u8b66\uff08\u5982\u201cCPU\u4f7f\u7528\u7387&gt;80%\u201d\uff09\u5728\u52a8\u6001\u4f38\u7f29\u7684\u5fae\u670d\u52a1\u73af\u5883\u4e2d\u6781\u6613\u8bef\u62a5\u3002<strong>\u91c7\u7528\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u5efa\u7acb\u52a8\u6001\u57fa\u7ebf<\/strong>\uff0c\u53ef\u8bc6\u522b\u6307\u6807\u7684\u5f02\u5e38\u6ce2\u52a8\u6a21\u5f0f\u3002\u4f8b\u5982\uff0c\u67d0\u793e\u4ea4APP\u5728\u51cc\u6668\u6d41\u91cf\u4f4e\u8c37\u65f6CPU\u4f7f\u7528\u7387\u7a81\u589e200%\uff0c\u7cfb\u7edf\u81ea\u52a8\u89e6\u53d1\u544a\u8b66\uff0c\u6700\u7ec8\u53d1\u73b0\u662f\u5b9a\u65f6\u4efb\u52a1\u914d\u7f6e\u9519\u8bef\u5bfc\u81f4\u7684\u8ba1\u7b97\u8d44\u6e90\u6d6a\u8d39\u3002<\/p>\n<h4 id=\"3-\u7528\u6237\u4f53\u9a8c\u53ef\u89c2\u6d4b\u6027-ux-observability\"><strong>3. \u7528\u6237\u4f53\u9a8c\u53ef\u89c2\u6d4b\u6027\uff08UX Observability\uff09<\/strong><\/h4>\n<p>\u5c06\u524d\u7aef\u6027\u80fd\u76d1\u63a7\uff08Real User Monitoring, RUM\uff09\u4e0e\u540e\u7aef\u5fae\u670d\u52a1\u6570\u636e\u6253\u901a\uff0c\u5b9e\u73b0\u771f\u6b63\u7684\u7aef\u5230\u7aef\u89c2\u6d4b\u3002<strong>\u901a\u8fc7\u91c7\u96c6\u7528\u6237\u8bbe\u5907\u7c7b\u578b\u3001\u7f51\u7edc\u73af\u5883\u3001\u4ea4\u4e92\u884c\u4e3a\u7b49\u6570\u636e<\/strong>\uff0c\u53ef\u7cbe\u51c6\u5b9a\u4f4d\u95ee\u9898\u573a\u666f\u3002<\/p>\n<p>\u67d0\u91d1\u878dAPP\u53d1\u73b0iOS\u7528\u6237\u767b\u5f55\u5931\u8d25\u7387\u663e\u8457\u9ad8\u4e8eAndroid\u7528\u6237\uff0c\u7ed3\u5408RUM\u6570\u636e\u53d1\u73b0\u662f\u67d0\u4e2a\u7b2c\u4e09\u65b9\u8eab\u4efd\u9a8c\u8bc1\u670d\u52a1\u4e0eiOS\u7cfb\u7edf\u7248\u672c\u5b58\u5728\u517c\u5bb9\u6027\u95ee\u9898\uff0c\u9488\u5bf9\u6027\u4fee\u590d\u540e\u7528\u6237\u6d41\u5931\u51cf\u5c1118%\u3002<\/p>\n<h4 id=\"4-\u6545\u969c\u81ea\u6108-\u4ece\u76d1\u63a7\u5230\u884c\u52a8\u7684\u95ed\u73af\"><strong>4. \u6545\u969c\u81ea\u6108\uff1a\u4ece\u76d1\u63a7\u5230\u884c\u52a8\u7684\u95ed\u73af<\/strong><\/h4>\n<p><strong>\u901a\u8fc7\u81ea\u52a8\u5316\u5de5\u5177\u5b9e\u73b0\u201c\u76d1\u6d4b\u2192\u5206\u6790\u2192\u4fee\u590d\u201d\u7684\u95ed\u73af<\/strong>\uff0c\u53ef\u5927\u5e45\u7f29\u77ed\u6545\u969c\u6062\u590d\u65f6\u95f4\u3002\u4f8b\u5982\uff0c\u5f53\u76d1\u63a7\u7cfb\u7edf\u68c0\u6d4b\u5230\u67d0\u4e2a\u5fae\u670d\u52a1\u5b9e\u4f8b\u7684\u5185\u5b58\u6cc4\u6f0f\u65f6\uff0c\u81ea\u52a8\u89e6\u53d1\u5f39\u6027\u4f38\u7f29\u7b56\u7565\u521b\u5efa\u65b0\u5b9e\u4f8b\u5e76\u4e0b\u7ebf\u6545\u969c\u8282\u70b9\uff0c\u540c\u65f6\u901a\u77e5\u5f00\u53d1\u56e2\u961f\u6392\u67e5\u6839\u672c\u539f\u56e0\u3002\u67d0\u7535\u5546\u5e73\u53f0\u901a\u8fc7\u8be5\u673a\u5236\uff0c\u5c06\u9ad8\u5cf0\u671f\u7684\u670d\u52a1\u4e0d\u53ef\u7528\u65f6\u957f\u4ece\u5e73\u574715\u5206\u949f\u538b\u7f29\u81f32\u5206\u949f\u4ee5\u5185\u3002<\/p>\n<hr>\n<h3 id=\"\u56db-\u7ec4\u7ec7\u534f\u540c-\u6253\u7834\u76d1\u63a7-\u6570\u636e\u5b64\u5c9b\"><strong>\u56db\u3001\u7ec4\u7ec7\u534f\u540c\uff1a\u6253\u7834\u76d1\u63a7\u201c\u6570\u636e\u5b64\u5c9b\u201d<\/strong><\/h3>\n<p>\u6280\u672f\u5de5\u5177\u53ea\u662f\u624b\u6bb5\uff0c\u771f\u6b63\u7684\u6311\u6218\u5728\u4e8e\u7ec4\u7ec7\u534f\u4f5c\u6a21\u5f0f\u3002<strong>\u5efa\u8bae\u5efa\u7acb\u201c\u7528\u6237\u4f53\u9a8c\u62a4\u822a\u5c0f\u7ec4\u201d<\/strong>\uff0c\u6210\u5458\u5305\u62ec\u8fd0\u7ef4\u3001\u5f00\u53d1\u3001\u6d4b\u8bd5\u3001\u4ea7\u54c1\u7ecf\u7406\u53ca\u5ba2\u6237\u652f\u6301\u56e2\u961f\u3002\u8be5\u5c0f\u7ec4\u5b9a\u671f\u5206\u6790\u76d1\u63a7\u6570\u636e\u4e2d\u7684\u7528\u6237\u4f53\u9a8c\u8d8b\u52bf\uff0c\u5c06\u95ee\u9898\u5206\u7c7b\u4e3a\uff1a<\/p>\n<ul>\n<li><strong>\u7d27\u6025\u6545\u969c<\/strong>\uff08\u5982\u652f\u4ed8\u5931\u8d25\uff09\uff1a\u7acb\u5373\u4fee\u590d\u5e76\u5efa\u7acb\u5197\u4f59\u673a\u5236\n<\/li>\n<li><strong>\u4f53\u9a8c\u74f6\u9888<\/strong>\uff08\u5982\u641c\u7d22\u54cd\u5e94\u6162\uff09\uff1a\u7eb3\u5165\u8fed\u4ee3\u4f18\u5316\u6e05\u5355\n<\/li>\n<li><strong>\u6f5c\u5728\u98ce\u9669<\/strong>\uff08\u5982\u7b2c\u4e09\u65b9API\u8c03\u7528\u91cf\u903c\u8fd1\u9608\u503c\uff09\uff1a\u5236\u5b9a\u5e94\u6025\u9884\u6848\n<\/li>\n<\/ul>\n<p>\u67d0\u5728\u7ebf\u6559\u80b2\u5e73\u53f0\u901a\u8fc7\u8be5\u673a\u5236\uff0c\u5c06\u7528\u6237\u6295\u8bc9\u89e3\u51b3\u65f6\u6548\u4ece72\u5c0f\u65f6\u63d0\u5347\u81f34\u5c0f\u65f6\uff0cNPS\uff08\u51c0\u63a8\u8350\u503c\uff09\u540c\u6bd4\u4e0a\u534731%\u3002<\/p>\n<hr>\n<h3 id=\"\u4e94-\u672a\u6765\u8d8b\u52bf-ai\u91cd\u6784\u76d1\u63a7\u8303\u5f0f\"><strong>\u4e94\u3001\u672a\u6765\u8d8b\u52bf\uff1aAI\u91cd\u6784\u76d1\u63a7\u8303\u5f0f<\/strong><\/h3>\n<p>\u968f\u7740GPT-4\u7b49\u5927\u6a21\u578b\u6280\u672f\u7684\u7a81\u7834\uff0c<strong>AI\u9a71\u52a8\u7684<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u6839\u56e0\u5206\u6790<\/a>\uff08Root Cause Analysis, RCA\uff09<\/strong>\u6b63\u5728\u6539\u53d8\u6e38\u620f\u89c4\u5219\u3002\u7cfb\u7edf\u53ef\u81ea\u52a8\u5173\u8054\u65e5\u5fd7\u3001\u6307\u6807\u3001\u94fe\u8def\u6570\u636e\uff0c\u751f\u6210\u53ef\u89e3\u91ca\u7684\u6545\u969c\u8bca\u65ad\u62a5\u544a\u3002\u4f8b\u5982\uff0c\u5f53\u8ba2\u5355\u670d\u52a1\u51fa\u73b0\u8d85\u65f6\uff0cAI\u4e0d\u4ec5\u8bc6\u522b\u5230\u6570\u636e\u5e93\u6162\u67e5\u8be2\uff0c\u8fd8\u4f1a\u5efa\u8bae\u4f18\u5316SQL\u7d22\u5f15\u6216\u8c03\u6574\u8fde\u63a5\u6c60\u914d\u7f6e\u3002<\/p>\n<p>\u66f4\u524d\u6cbf\u7684\u63a2\u7d22\u662f<strong>\u9884\u6d4b\u6027\u76d1\u63a7<\/strong>\uff1a\u901a\u8fc7\u5386\u53f2\u6570\u636e\u8bad\u7ec3\u6a21\u578b\uff0c\u63d0\u524d\u9884\u5224\u53ef\u80fd\u5f71\u54cd\u7528\u6237\u4f53\u9a8c\u7684\u98ce\u9669\u70b9\u3002\u67d0\u822a\u53f8\u901a\u8fc7\u9884\u6d4b\u767b\u673a\u724c\u670d\u52a1\u5728\u9ad8\u5e76\u53d1\u4e0b\u7684\u5d29\u6e83\u6982\u7387\uff0c\u63d0\u524d\u6269\u5bb9\u8d44\u6e90\uff0c\u907f\u514d\u4e86\u9ad8\u5cf0\u671f\u6570\u5343\u540d\u65c5\u5ba2\u7684\u673a\u573a\u6ede\u7559\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u3010\u524d\u8a00\u3011 \u5f53\u7528\u6237\u70b9\u51fb\u8d2d\u7269\u8f66\u6309\u94ae\u5374\u906d\u9047\u9875\u9762\u5361\u987f\uff0c\u5f53\u89c6\u9891\u6d41\u5a92\u4f53\u5728\u5173\u952e\u65f6\u523b\u9891\u7e41\u7f13\u51b2\uff0c\u5f53\u5728\u7ebf\u652f\u4ed8\u56e0\u7cfb\u7edf\u5ef6\u8fdf\u5bfc\u81f4\u4ea4\u6613\u5931\u8d25\u2014\u2014\u8fd9\u4e9b\u770b\u4f3c\u5fae\u5c0f\u7684\u6280\u672f\u6545\u969c\uff0c\u6b63\u5728\u4ee5\u6bcf\u79d2\u5343\u6b21\u7684\u901f\u5ea6\u6d88\u78e8\u7740\u7528\u6237\u4fe1\u4efb\u3002\u5728\u6570\u5b57\u5316\u8f6c\u578b\u6d6a\u6f6e\u4e2d\uff0c\u4f01\u4e1a\u7cfb\u7edf\u67b6\u6784\u65e5\u76ca\u590d\u6742\uff0c\u5fae\u670d\u52a1\u56e0\u5176\u7075\u6d3b\u6027\u548c\u53ef\u6269\u5c55\u6027\u6210\u4e3a\u4e3b\u6d41\u9009\u62e9\uff0c\u4f46\u968f\u4e4b\u800c\u6765\u7684\u5206\u5e03\u5f0f\u7cfb\u7edf\u7ba1\u7406\u96be\u9898\uff0c\u4e5f\u8ba9\u7528\u6237\u4f53\u9a8c\u9762\u4e34\u524d\u6240\u672a\u6709\u7684\u6311\u6218\u3002\u5982\u4f55\u8ba9\u5fae\u670d\u52a1\u67b6\u6784\u7684\u201c\u6280\u672f\u4f18\u52bf\u201d\u771f\u6b63\u8f6c\u5316\u4e3a\u201c\u4f53\u9a8c\u7ea2\u5229\u201d\uff1f\u7b54\u6848\u7684\u6838\u5fc3\uff0c\u85cf\u5728\u76d1\u63a7\u4f53\u7cfb\u7684\u6784\u5efa\u4e2d\u3002 \u4e00\u3001\u5fae\u670d\u52a1\u76d1\u63a7\uff1a\u7528\u6237\u4f53\u9a8c\u7684\u201c\u9690\u5f62\u5b88\u62a4\u8005\u201d \u5fae\u670d\u52a1\u67b6\u6784\u5c06\u5355\u4e00\u5e94\u7528\u62c6\u5206\u4e3a\u591a\u4e2a\u72ec\u7acb\u90e8\u7f72\u7684\u670d\u52a1\u6a21\u5757\uff0c\u8fd9\u79cd\u89e3\u8026\u5e26\u6765\u4e86\u5f00\u53d1\u6548\u7387\u7684\u63d0\u5347\uff0c\u5374\u4e5f\u589e\u52a0\u4e86\u8fd0\u7ef4\u590d\u6742\u5ea6\u3002\u4e00\u4e2a\u7b80\u5355\u7684\u7528\u6237\u8bf7\u6c42\u53ef\u80fd\u8de8\u8d8a\u6570\u5341\u4e2a\u670d\u52a1\u8282\u70b9\uff0c\u6d89\u53ca\u6570\u636e\u5e93\u8c03\u7528\u3001API\u901a\u4fe1\u3001\u7f13\u5b58\u8bfb\u5199\u7b49\u591a\u73af\u8282\u3002\u4efb\u4f55\u8282\u70b9\u7684\u5ef6\u8fdf\u6216\u6545\u969c\uff0c\u90fd\u53ef\u80fd\u50cf\u591a\u7c73\u8bfa\u9aa8\u724c\u4e00\u6837\u5f15\u53d1\u8fde\u9501\u53cd\u5e94\uff0c\u6700\u7ec8\u5bfc\u81f4\u7528\u6237\u4f53\u9a8c\u7684\u5d29\u584c\u3002 \u6839\u636eGartner\u7814\u7a76\uff0c80%\u7684\u5fae\u670d\u52a1\u6545\u969c\u6839\u672c\u539f\u56e0\u5e76\u975e\u4ee3\u7801\u7f3a\u9677\uff0c\u800c\u662f\u670d\u52a1\u95f4\u901a\u4fe1\u5f02\u5e38\u6216\u8d44\u6e90\u5206\u914d\u5931\u8861\u3002\u8fd9\u610f\u5473\u7740\uff0c\u4f20\u7edf\u5355\u4f53\u67b6\u6784\u7684\u76d1\u63a7\u6a21\u5f0f\u2014\u2014\u4ec5\u5173\u6ce8\u670d\u52a1\u5668CPU\u3001\u5185\u5b58\u7b49\u57fa\u7840\u6307\u6807\u2014\u2014\u5728\u5fae\u670d\u52a1\u573a\u666f\u4e0b\u5df2\u5f7b\u5e95\u5931\u6548\u3002\u4f01\u4e1a\u9700\u8981\u5efa\u7acb\u9762\u5411\u4e1a\u52a1\u4f53\u9a8c\u7684\u7acb\u4f53\u5316\u76d1\u63a7\u4f53\u7cfb\uff0c\u4ece\u7528\u6237\u884c\u4e3a\u51fa\u53d1\uff0c\u9006\u5411\u5b9a\u4f4d\u6280\u672f\u74f6\u9888\u3002 \u4e8c\u3001\u6784\u5efa\u7528\u6237\u4f53\u9a8c\u9a71\u52a8\u7684\u76d1\u63a7\u6307\u6807\u4f53\u7cfb 1. \u4ece\u7528\u6237\u65c5\u7a0b\u53cd\u63a8\u5173\u952e\u8def\u5f84 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