{"id":35747,"date":"2025-03-19T10:32:37","date_gmt":"2025-03-19T02:32:37","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=35747"},"modified":"2025-03-19T10:32:37","modified_gmt":"2025-03-19T02:32:37","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%e5%8e%86%e5%8f%b2%e6%95%b0%e6%8d%ae%e5%9b%9e%e6%ba%af%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/35747.html","title":{"rendered":"\u5168\u666f\u6027\u80fd\u76d1\u63a7\u5982\u4f55\u652f\u6301\u5386\u53f2\u6570\u636e\u56de\u6eaf\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2025\/03\/5aYS7P8G00.jpg\" alt=\"\u5168\u666f\u6027\u80fd\u76d1\u63a7\u5982\u4f55\u652f\u6301\u5386\u53f2\u6570\u636e\u56de\u6eaf\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><\/strong>\u6280\u672f\uff0c\u6b63\u662f\u5b9e\u73b0\u8fd9\u4e00\u80fd\u529b\u7684\u6838\u5fc3\u5f15\u64ce\u3002\u5b83\u5982\u4f55\u7a81\u7834\u4f20\u7edf\u76d1\u63a7\u7684\u5c40\u9650\uff0c\u5c06\u5e9e\u6742\u7684\u5386\u53f2\u6570\u636e\u8f6c\u5316\u4e3a\u53ef\u8ffd\u6eaf\u3001\u53ef\u5206\u6790\u7684\u51b3\u7b56\u4f9d\u636e\uff1f\u672c\u6587\u5c06\u6df1\u5ea6\u89e3\u6790\u5176\u6280\u672f\u6846\u67b6\u4e0e\u5b9e\u8df5\u4ef7\u503c\u3002<\/p>\n<hr>\n<h3 id=\"\u4e00-\u5168\u666f\u6027\u80fd\u76d1\u63a7-\u4ece\u5b9e\u65f6\u544a\u8b66\u5230\u6570\u636e\u8d44\u4ea7\u7684\u8de8\u8d8a\">\u4e00\u3001<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5168\u666f\u6027\u80fd\u76d1\u63a7<\/a>\uff1a\u4ece\u5b9e\u65f6\u544a\u8b66\u5230\u6570\u636e\u8d44\u4ea7\u7684\u8de8\u8d8a<\/h3>\n<p>\u4f20\u7edf\u76d1\u63a7\u5de5\u5177\u901a\u5e38\u805a\u7126\u4e8e\u5b9e\u65f6\u6307\u6807\u7684\u91c7\u96c6\u4e0e\u544a\u8b66\uff0c\u4f8b\u5982CPU\u4f7f\u7528\u7387\u3001\u5185\u5b58\u5360\u7528\u6216\u63a5\u53e3\u54cd\u5e94\u65f6\u95f4\u3002\u8fd9\u79cd\u201c\u70b9\u72b6\u89c2\u6d4b\u201d\u6a21\u5f0f\u867d\u80fd\u5feb\u901f\u53d1\u73b0\u5f02\u5e38\uff0c\u5374\u96be\u4ee5\u56de\u7b54\u4e00\u4e2a\u5173\u952e\u95ee\u9898\uff1a<strong>\u201c\u6545\u969c\u662f\u5982\u4f55\u6f14\u53d8\u7684\uff1f\u201d<\/strong> \u800c\u5168\u666f\u6027\u80fd\u76d1\u63a7\u901a\u8fc7<strong>\u5168\u94fe\u8def\u3001\u591a\u7ef4\u5ea6\u3001\u9ad8\u9897\u7c92\u5ea6<\/strong>\u7684\u6570\u636e\u91c7\u96c6\uff0c\u6784\u5efa\u4e86\u8986\u76d6\u57fa\u7840\u8bbe\u65bd\u3001\u4e2d\u95f4\u4ef6\u3001\u5e94\u7528\u4ee3\u7801\u3001\u7528\u6237\u884c\u4e3a\u7684\u4e00\u4f53\u5316\u89c2\u6d4b\u4f53\u7cfb\u3002<\/p>\n<p>\u67d0\u91d1\u878d\u79d1\u6280\u516c\u53f8\u5728\u5904\u7406\u652f\u4ed8\u5ef6\u8fdf\u95ee\u9898\u65f6\u53d1\u73b0\uff0c\u4ec5\u4f9d\u9760\u5b9e\u65f6\u76d1\u63a7\u663e\u793a\u7684\u6570\u636e\u5e93\u8fde\u63a5\u6c60\u8017\u5c3d\u544a\u8b66\uff0c\u65e0\u6cd5\u89e3\u91ca\u4e3a\u4f55\u540c\u4e00\u65f6\u6bb5\u5185\u591a\u4e2a\u670d\u52a1\u540c\u65f6\u51fa\u73b0\u6027\u80fd\u52a3\u5316\u3002\u901a\u8fc7\u8c03\u53d6<strong>\u8fc7\u53bb72\u5c0f\u65f6\u7684\u5168\u666f\u76d1\u63a7\u6570\u636e<\/strong>\uff0c\u8fd0\u7ef4\u56e2\u961f\u53d1\u73b0\uff0c\u4e00\u6b21\u7070\u5ea6\u53d1\u5e03\u7684\u4ee3\u7801\u53d8\u66f4\u5bfc\u81f4\u7f13\u5b58\u547d\u4e2d\u7387\u6301\u7eed\u4e0b\u964d\uff0c\u6700\u7ec8\u5f15\u53d1\u7ea7\u8054\u6545\u969c\u3002<strong>\u8fd9\u79cd\u5bf9\u5386\u53f2\u6570\u636e\u7684\u5173\u8054\u5206\u6790\uff0c\u6b63\u662f\u5168\u666f\u76d1\u63a7\u533a\u522b\u4e8e\u4f20\u7edf\u5de5\u5177\u7684\u6838\u5fc3\u4ef7\u503c<\/strong>\u3002<\/p>\n<hr>\n<h3 id=\"\u4e8c-\u5386\u53f2\u6570\u636e\u56de\u6eaf\u7684\u4e09\u5927\u6280\u672f\u652f\u70b9\">\u4e8c\u3001\u5386\u53f2\u6570\u636e\u56de\u6eaf\u7684\u4e09\u5927\u6280\u672f\u652f\u70b9<\/h3>\n<h4 id=\"1-\u5206\u5e03\u5f0f\u5b58\u50a8\u5f15\u64ce-\u7834\u89e3\u6d77\u91cf\u6570\u636e\u5b58\u50a8\u96be\u9898\">1. <strong>\u5206\u5e03\u5f0f\u5b58\u50a8\u5f15\u64ce\uff1a\u7834\u89e3\u6d77\u91cf\u6570\u636e\u5b58\u50a8\u96be\u9898<\/strong><\/h4>\n<p>\u5168\u666f\u6027\u80fd\u76d1\u63a7\u7cfb\u7edf\u6bcf\u79d2\u53ef\u80fd\u4ea7\u751f\u6570\u767e\u4e07\u4e2a\u6307\u6807\u70b9\uff08Metrics\uff09\u3001\u65e5\u5fd7\u6761\u76ee\uff08Logs\uff09\u548c\u8ffd\u8e2a\u6570\u636e\uff08Traces\uff09\u3002\u4e3a\u652f\u6491\u957f\u671f\u5b58\u50a8\u4e0e\u5feb\u901f\u67e5\u8be2\uff0c\u73b0\u4ee3\u7cfb\u7edf\u666e\u904d\u91c7\u7528<strong>\u65f6\u5e8f\u6570\u636e\u5e93\uff08\u5982InfluxDB\u3001TimescaleDB\uff09\u4e0e\u5217\u5f0f\u5b58\u50a8\uff08\u5982Apache Parquet\uff09<\/strong>\u7684\u7ed3\u5408\u65b9\u6848\u3002\u4f8b\u5982\uff0c\u67d0\u5934\u90e8\u7535\u5546\u5e73\u53f0\u901a\u8fc7\u5c06\u76d1\u63a7\u6570\u636e\u6309\u65f6\u95f4\u5206\u7247\u5b58\u50a8\uff0c\u5728\u4fdd\u8bc1\u67e5\u8be2\u6548\u7387\u7684\u540c\u65f6\uff0c\u5c06\u5386\u53f2\u6570\u636e\u5b58\u50a8\u6210\u672c\u964d\u4f4e\u4e8660%\u3002<\/p>\n<p><strong>\u6570\u636e\u538b\u7f29\u7b97\u6cd5<\/strong>\u7684\u4f18\u5316\u4e5f\u81f3\u5173\u91cd\u8981\u3002\u901a\u8fc7Delta\u7f16\u7801\u3001\u5b57\u5178\u538b\u7f29\u7b49\u6280\u672f\uff0c\u7cfb\u7edf\u53ef\u5728\u4e0d\u5f71\u54cd\u67e5\u8be2\u6027\u80fd\u7684\u524d\u63d0\u4e0b\uff0c\u5c06\u5b58\u50a8\u7a7a\u95f4\u538b\u7f29\u81f3\u539f\u59cb\u6570\u636e\u76841\/10\u4ee5\u4e0b\u3002\u8fd9\u4e3a\u4f01\u4e1a\u4fdd\u755912\u4e2a\u6708\u751a\u81f3\u66f4\u4e45\u7684\u5386\u53f2\u6570\u636e\u63d0\u4f9b\u4e86\u53ef\u884c\u6027\u3002<\/p>\n<h4 id=\"2-\u5173\u8054\u5206\u6790\u5f15\u64ce-\u4ece\u788e\u7247\u6570\u636e\u5230\u56e0\u679c\u94fe\u6761\">2. <strong>\u5173\u8054\u5206\u6790\u5f15\u64ce\uff1a\u4ece\u788e\u7247\u6570\u636e\u5230\u56e0\u679c\u94fe\u6761<\/strong><\/h4>\n<p>\u5355\u7eaf\u5b58\u50a8\u6570\u636e\u4ec5\u662f\u7b2c\u4e00\u6b65\uff0c\u771f\u6b63\u7684\u6311\u6218\u5728\u4e8e\u5982\u4f55\u4ece\u65f6\u95f4\u7ef4\u5ea6\u91cd\u5efa\u4e8b\u4ef6\u5173\u8054\u3002\u5168\u666f\u76d1\u63a7\u7cfb\u7edf\u901a\u8fc7\u4ee5\u4e0b\u6280\u672f\u5b9e\u73b0\u8fd9\u4e00\u76ee\u6807\uff1a<\/p>\n<ul>\n<li><strong>\u65f6\u95f4\u8f74\u5bf9\u9f50<\/strong>\uff1a\u5c06\u4e0d\u540c\u6765\u6e90\u7684\u6307\u6807\u3001\u65e5\u5fd7\u3001\u8ffd\u8e2a\u6570\u636e\u7edf\u4e00\u5230\u7eb3\u79d2\u7ea7\u65f6\u95f4\u6233\uff0c\u6d88\u9664\u65f6\u949f\u6f02\u79fb\u5f71\u54cd\u3002\n<\/li>\n<li><strong>\u4e0a\u4e0b\u6587\u6ce8\u5165<\/strong>\uff1a\u5728\u6bcf\u6b21\u8bf7\u6c42\u7684\u8c03\u7528\u94fe\u4e2d\u81ea\u52a8\u6dfb\u52a0\u552f\u4e00\u6807\u8bc6\uff08\u5982<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">OpenTelemetry<\/a> TraceID\uff09\uff0c\u4f7f\u5386\u53f2\u6570\u636e\u80fd\u591f\u6309\u4e1a\u52a1\u573a\u666f\u91cd\u7ec4\u3002\n<\/li>\n<li><strong>\u6a21\u5f0f\u8bc6\u522b<\/strong>\uff1a\u5229\u7528\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u68c0\u6d4b\u5386\u53f2\u6570\u636e\u4e2d\u7684\u5468\u671f\u6027\u89c4\u5f8b\u6216\u5f02\u5e38\u6a21\u5f0f\u3002\u4f8b\u5982\uff0c\u67d0\u89c6\u9891\u6d41\u5a92\u4f53\u5e73\u53f0\u901a\u8fc7\u5206\u6790\u8fc7\u53bb\u4e09\u4e2a\u6708\u7684\u6027\u80fd\u6570\u636e\uff0c\u6210\u529f\u9884\u6d4b\u4e86\u5468\u672b\u665a\u9ad8\u5cf0\u7684CDN\u8d1f\u8f7d\u5cf0\u503c\uff0c\u5e76\u63d0\u524d\u6269\u5bb9\u3002\n<\/li>\n<\/ul>\n<h4 id=\"3-\u53ef\u89c6\u5316\u56de\u6eaf-\u8ba9\u6570\u636e-\u8bf4\u8bdd-\u7684\u4ea4\u4e92\u8bbe\u8ba1\">3. <strong>\u53ef\u89c6\u5316\u56de\u6eaf\uff1a\u8ba9\u6570\u636e\u201c\u8bf4\u8bdd\u201d\u7684\u4ea4\u4e92\u8bbe\u8ba1<\/strong><\/h4>\n<p>\u4f18\u79c0\u7684\u53ef\u89c6\u5316\u5de5\u5177\u80fd\u663e\u8457\u63d0\u5347\u5386\u53f2\u6570\u636e\u5206\u6790\u6548\u7387\u3002\u4f8b\u5982\uff0c<strong>\u65f6\u95f4\u8f74\u5bf9\u6bd4\u529f\u80fd<\/strong>\u5141\u8bb8\u7528\u6237\u5c06\u4efb\u610f\u4e24\u6bb5\u65f6\u95f4\u7684\u6027\u80fd\u6570\u636e\u53e0\u52a0\u663e\u793a\uff0c\u5feb\u901f\u8bc6\u522b\u5dee\u5f02\uff1b<strong>\u70ed\u529b\u56fe\uff08Heatmap\uff09<\/strong>\u53ef\u76f4\u89c2\u5c55\u793a\u5386\u53f2\u9519\u8bef\u5728\u4ee3\u7801\u6a21\u5757\u3001\u670d\u52a1\u5668\u8282\u70b9\u6216\u5730\u7406\u533a\u57df\u7684\u5206\u5e03\u89c4\u5f8b\uff1b\u800c<strong>\u52a8\u6001\u94bb\u53d6\uff08Drill Down\uff09<\/strong>\u6280\u672f\u5219\u652f\u6301\u4ece\u805a\u5408\u6307\u6807\u4e00\u8def\u4e0b\u94bb\u5230\u5355\u4e2a\u8bf7\u6c42\u7684\u8c03\u7528\u8be6\u60c5\u3002<\/p>\n<hr>\n<h3 id=\"\u4e09-\u5b9e\u8df5\u573a\u666f-\u5386\u53f2\u6570\u636e\u56de\u6eaf\u5982\u4f55\u9a71\u52a8\u4e1a\u52a1\u51b3\u7b56\">\u4e09\u3001\u5b9e\u8df5\u573a\u666f\uff1a\u5386\u53f2\u6570\u636e\u56de\u6eaf\u5982\u4f55\u9a71\u52a8\u4e1a\u52a1\u51b3\u7b56<\/h3>\n<h4 id=\"\u573a\u666f1-\u6839\u56e0\u5b9a\u4f4d-root-cause-analysis\"><strong>\u573a\u666f1\uff1a\u6839\u56e0\u5b9a\u4f4d\uff08Root Cause Analysis\uff09<\/strong><\/h4>\n<p>\u5f53\u67d0\u5728\u7ebf\u6559\u80b2\u5e73\u53f0\u51fa\u73b0\u89c6\u9891\u5361\u987f\u6295\u8bc9\u6fc0\u589e\u65f6\uff0c\u8fd0\u7ef4\u56e2\u961f\u901a\u8fc7\u56de\u6eaf\u5386\u53f2\u6570\u636e\u53d1\u73b0\uff1a\u5361\u987f\u7387\u5728\u7279\u5b9a\u65f6\u6bb5\u5185\u5448\u9636\u68af\u5f0f\u4e0a\u5347\uff0c\u4e14\u4e0e\u67d0\u4e2a\u8fb9\u7f18\u8282\u70b9\u7684\u5e26\u5bbd\u5229\u7528\u7387\u66f2\u7ebf\u9ad8\u5ea6\u543b\u5408\u3002\u8fdb\u4e00\u6b65\u5206\u6790\u53d1\u73b0\uff0c\u8be5\u8282\u70b9\u5728\u4e09\u5929\u524d\u63a5\u6536\u8fc7\u4e00\u6279\u56fa\u4ef6\u7248\u672c\u5f02\u5e38\u7684CDN\u8bbe\u5907\u3002<strong>\u8fd9\u79cd\u8de8\u5c42\u3001\u8de8\u65f6\u6bb5\u7684\u6570\u636e\u5173\u8054\uff0c\u4f7f\u6545\u969c\u5b9a\u4f4d\u65f6\u95f4\u4ece\u5c0f\u65f6\u7ea7\u7f29\u77ed\u81f3\u5206\u949f\u7ea7<\/strong>\u3002<\/p>\n<h4 id=\"\u573a\u666f2-\u5bb9\u91cf\u89c4\u5212\u4f18\u5316\"><strong>\u573a\u666f2\uff1a\u5bb9\u91cf\u89c4\u5212\u4f18\u5316<\/strong><\/h4>\n<p>\u67d0\u793e\u4ea4\u5e94\u7528\u5728\u6625\u8282\u6d3b\u52a8\u671f\u95f4\u9891\u7e41\u51fa\u73b0\u670d\u52a1\u964d\u7ea7\u3002\u901a\u8fc7\u8c03\u53d6\u8fc7\u53bb\u4e24\u5e74\u7684\u5386\u53f2\u6027\u80fd\u6570\u636e\uff0c\u7cfb\u7edf\u67b6\u6784\u5e08\u53d1\u73b0\uff1a\u5c3d\u7ba1\u6bcf\u5e74\u7528\u6237\u91cf\u589e\u957f30%\uff0c\u4f46\u6570\u636e\u5e93\u5199\u5165\u5ef6\u8fdf\u7684\u62d0\u70b9\u59cb\u7ec8\u51fa\u73b0\u5728\u8fde\u63a5\u6570\u8fbe\u52308500\u65f6\u3002\u57fa\u4e8e\u8fd9\u4e00\u89c4\u5f8b\uff0c\u56e2\u961f\u91c7\u7528<strong>\u5f39\u6027\u6269\u5bb9+\u8fde\u63a5\u6c60\u9884\u70ed\u7684\u7ec4\u5408\u7b56\u7565<\/strong>\uff0c\u6210\u529f\u5c06\u5cf0\u503c\u671f\u7684\u670d\u52a1\u53ef\u7528\u6027\u4ece92%\u63d0\u5347\u81f399.95%\u3002<\/p>\n<h4 id=\"\u573a\u666f3-\u5408\u89c4\u5ba1\u8ba1\u4e0e\u77e5\u8bc6\u6c89\u6dc0\"><strong>\u573a\u666f3\uff1a\u5408\u89c4\u5ba1\u8ba1\u4e0e\u77e5\u8bc6\u6c89\u6dc0<\/strong><\/h4>\n<p>\u5728\u91d1\u878d\u3001\u533b\u7597\u7b49\u5f3a\u76d1\u7ba1\u884c\u4e1a\uff0c\u5386\u53f2\u6027\u80fd\u6570\u636e\u662f\u5408\u89c4\u5ba1\u8ba1\u7684\u91cd\u8981\u4f9d\u636e\u3002\u67d0\u94f6\u884c\u5c06\u8fc7\u53bb\u4e94\u5e74\u7684\u4ea4\u6613\u7cfb\u7edf\u6027\u80fd\u6570\u636e\u4e0e\u76d1\u7ba1\u68c0\u67e5\u8bb0\u5f55\u5173\u8054\u5b58\u50a8\uff0c\u6784\u5efa\u4e86<strong>\u201c\u6545\u969c-\u5904\u7f6e-\u6574\u6539\u201d\u77e5\u8bc6\u56fe\u8c31<\/strong>\u3002\u5f53\u7c7b\u4f3c\u95ee\u9898\u518d\u6b21\u51fa\u73b0\u65f6\uff0c\u7cfb\u7edf\u53ef\u81ea\u52a8\u63a8\u8350\u5386\u53f2\u5904\u7f6e\u65b9\u6848\uff0c\u4f7f\u5e73\u5747\u95ee\u9898\u89e3\u51b3\u65f6\u95f4\uff08MTTR\uff09\u51cf\u5c1140%\u3002<\/p>\n<hr>\n<h3 id=\"\u56db-\u6311\u6218\u4e0e\u4f18\u5316-\u5e73\u8861\u6027\u80fd-\u6210\u672c\u4e0e\u4ef7\u503c\">\u56db\u3001\u6311\u6218\u4e0e\u4f18\u5316\uff1a\u5e73\u8861\u6027\u80fd\u3001\u6210\u672c\u4e0e\u4ef7\u503c<\/h3>\n<p>\u5c3d\u7ba1\u5386\u53f2\u6570\u636e\u56de\u6eaf\u80fd\u529b\u4ef7\u503c\u663e\u8457\uff0c\u4f46\u5176\u843d\u5730\u4ecd\u9700\u514b\u670d\u591a\u91cd\u6311\u6218\uff1a<\/p>\n<ul>\n<li><strong>\u5b58\u50a8\u6210\u672c\u63a7\u5236<\/strong>\uff1a\u91c7\u7528\u51b7\u70ed\u6570\u636e\u5206\u5c42\u5b58\u50a8\u7b56\u7565\uff0c\u5c06\u9ad8\u9891\u8bbf\u95ee\u7684\u8fd1\u671f\u6570\u636e\u5b58\u653e\u5728SSD\uff0c\u800c\u5c06\u5386\u53f2\u5f52\u6863\u6570\u636e\u8fc1\u79fb\u81f3\u5bf9\u8c61\u5b58\u50a8\uff08\u5982AWS 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Grafana\uff09\u4e0e\u5546\u4e1a\u4ea7\u54c1\uff08\u5982Dynatrace\u3001Datadog\uff09\u5404\u6709\u4f18\u52a3\u3002\u4f01\u4e1a\u9700\u6839\u636e\u81ea\u8eab\u7684\u6570\u636e\u89c4\u6a21\u3001\u56e2\u961f\u6280\u80fd\u6808\u4e0e\u5408\u89c4\u8981\u6c42\uff0c\u9009\u62e9<strong>\u53ef\u6269\u5c55\u6027\u3001\u6613\u7528\u6027\u4e0e\u6210\u672c\u6548\u76ca\u6700\u4f73\u5e73\u8861\u7684\u65b9\u6848<\/strong>\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u524d\u8a00 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