{"id":34898,"date":"2025-03-11T14:58:59","date_gmt":"2025-03-11T06:58:59","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=34898"},"modified":"2025-03-11T14:58:59","modified_gmt":"2025-03-11T06:58:59","slug":"%e5%a6%82%e4%bd%95%e9%80%9a%e8%bf%87%e6%a0%b9%e5%9b%a0%e5%88%86%e6%9e%90%e8%af%86%e5%88%ab%e7%b3%bb%e7%bb%9f%e8%ae%be%e8%ae%a1%e4%b8%ad%e7%9a%84%e6%bd%9c%e5%9c%a8%e7%bc%ba%e9%99%b7%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/34898.html","title":{"rendered":"\u5982\u4f55\u901a\u8fc7\u6839\u56e0\u5206\u6790\u8bc6\u522b\u7cfb\u7edf\u8bbe\u8ba1\u4e2d\u7684\u6f5c\u5728\u7f3a\u9677\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2025\/03\/8W9GhWcGOv.jpg\" alt=\"\u5982\u4f55\u901a\u8fc7\u6839\u56e0\u5206\u6790\u8bc6\u522b\u7cfb\u7edf\u8bbe\u8ba1\u4e2d\u7684\u6f5c\u5728\u7f3a\u9677\uff1f\" ><\/p>\n<\/p>\n<hr>\n<p>\u5728\u6570\u5b57\u5316\u8fdb\u7a0b\u4e0d\u65ad\u52a0\u901f\u7684\u4eca\u5929\uff0c\u7cfb\u7edf\u5d29\u6e83\u6216\u6027\u80fd\u4e0b\u964d\u5e26\u6765\u7684\u635f\u5931\u53ef\u80fd\u9ad8\u8fbe\u6bcf\u5206\u949f\u6570\u5341\u4e07\u7f8e\u5143\u3002\u6839\u636eIBM\u7684\u7edf\u8ba1\uff0c<strong>\u7cfb\u7edf\u8bbe\u8ba1\u7f3a\u9677\u5bfc\u81f4\u7684\u4e8b\u6545\u4e2d<\/strong>\uff0c60%\u4ee5\u4e0a\u6e90\u4e8e\u672a\u88ab\u8bc6\u522b\u7684\u6f5c\u5728\u95ee\u9898\u3002\u8fd9\u4e9b\u201c\u9690\u85cf\u7684\u70b8\u5f39\u201d\u5f80\u5f80\u5728\u538b\u529b\u6d4b\u8bd5\u6216\u5b9e\u9645\u8fd0\u884c\u4e2d\u7a81\u7136\u7206\u53d1\uff0c\u800c\u4f20\u7edf\u7684\u95ee\u9898\u6392\u67e5\u65b9\u6cd5\u5982\u540c\u201c\u6d88\u9632\u6f14\u4e60\u201d\uff0c\u53ea\u80fd\u89e3\u51b3\u8868\u9762\u75c7\u72b6\u3002\u8981\u771f\u6b63\u6784\u5efa\u9ad8\u53ef\u7528\u7684\u7cfb\u7edf\uff0c\u5de5\u7a0b\u5e08\u9700\u8981\u638c\u63e1<strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u6839\u56e0\u5206\u6790<\/a>\uff08Root Cause Analysis, RCA\uff09<\/strong>\u8fd9\u4e00\u6838\u5fc3\u6280\u80fd\u2014\u2014\u5b83\u4e0d\u4ec5\u662f\u6545\u969c\u540e\u7684\u590d\u76d8\u5de5\u5177\uff0c\u66f4\u662f<strong>\u5728\u8bbe\u8ba1\u9636\u6bb5\u9884\u5224\u98ce\u9669<\/strong>\u7684\u79d1\u5b66\u65b9\u6cd5\u8bba\u3002<\/p>\n<hr>\n<h3 id=\"\u4e00-\u6839\u56e0\u5206\u6790\u7684\u6838\u5fc3\u903b\u8f91-\u7a7f\u900f\u8868\u8c61-\u5b9a\u4f4d\u7cfb\u7edf\u8bbe\u8ba1\u7684-\u6697\u7901\">\u4e00\u3001<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u6839\u56e0\u5206\u6790<\/a>\u7684\u6838\u5fc3\u903b\u8f91\uff1a\u7a7f\u900f\u8868\u8c61\uff0c\u5b9a\u4f4d\u7cfb\u7edf\u8bbe\u8ba1\u7684\u201c\u6697\u7901\u201d<\/h3>\n<p><strong>\u6839\u56e0\u5206\u6790\u7684\u672c\u8d28<\/strong>\uff0c\u662f\u901a\u8fc7\u7ed3\u6784\u5316\u601d\u7ef4\u8ffd\u6eaf\u95ee\u9898\u4ea7\u751f\u7684\u6e90\u5934\u3002\u5728\u7cfb\u7edf\u8bbe\u8ba1\u9886\u57df\uff0c\u5b83\u8981\u6c42\u5f00\u53d1\u8005\u8df3\u51fa\u201c\u529f\u80fd\u5b9e\u73b0\u201d\u7684\u5c40\u9650\uff0c\u4ece\u67b6\u6784\u5f39\u6027\u3001\u6570\u636e\u6d41\u903b\u8f91\u3001\u5f02\u5e38\u5904\u7406\u673a\u5236\u7b49\u7ef4\u5ea6\u6784\u5efa<strong>\u591a\u7ef4\u5ea6\u7684\u68c0\u67e5\u6846\u67b6<\/strong>\u3002\u4f8b\u5982\uff0c\u67d0\u7535\u5546\u5e73\u53f0\u66fe\u56e0\u8ba2\u5355\u652f\u4ed8\u8d85\u65f6\u6545\u969c\u5bfc\u81f4\u91cd\u5927\u635f\u5931\uff0c\u8868\u9762\u539f\u56e0\u662f\u6570\u636e\u5e93\u8fde\u63a5\u6c60\u8017\u5c3d\uff0c\u4f46\u6df1\u5165\u5206\u6790\u53d1\u73b0<strong>\u8bbe\u8ba1\u9636\u6bb5\u672a\u8003\u8651\u201c\u96ea\u5d29\u6548\u5e94\u201d\u4e0b\u7684\u8d44\u6e90\u7ade\u4e89<\/strong>\u2014\u2014\u652f\u4ed8\u6a21\u5757\u4e0e\u5e93\u5b58\u66f4\u65b0\u6a21\u5757\u5171\u4eab\u540c\u4e00\u7ebf\u7a0b\u6c60\uff0c\u9ad8\u5cf0\u671f\u8bf7\u6c42\u963b\u585e\u5f15\u53d1\u8fde\u9501\u53cd\u5e94\u3002<\/p>\n<p>\u4e0e\u4f20\u7edf\u6d4b\u8bd5\u65b9\u6cd5\u76f8\u6bd4\uff0cRCA\u5f3a\u8c03\u4e09\u4e2a\u5173\u952e\u5dee\u5f02\uff1a<\/p>\n<ol>\n<li><strong>\u9006\u5411\u63a8\u5bfc<\/strong>\uff1a\u4ece\u53ef\u80fd\u53d1\u751f\u7684\u6545\u969c\u573a\u666f\u53cd\u63a8\u8bbe\u8ba1\u6f0f\u6d1e\n<\/li>\n<li><strong>\u7cfb\u7edf\u601d\u7ef4<\/strong>\uff1a\u5173\u6ce8\u6a21\u5757\u4ea4\u4e92\u800c\u975e\u5355\u4e00\u7ec4\u4ef6\u8868\u73b0\n<\/li>\n<li><strong>\u91cf\u5316\u9a8c\u8bc1<\/strong>\uff1a\u901a\u8fc7\u538b\u529b\u6a21\u578b\u9a8c\u8bc1\u5047\u8bbe\u800c\u975e\u4ec5\u4f9d\u8d56\u7ecf\u9a8c\u5224\u65ad\n<\/li>\n<\/ol>\n<hr>\n<h3 id=\"\u4e8c-\u7cfb\u7edf\u8bbe\u8ba1\u7f3a\u9677\u7684\u56db\u5927-\u9690\u5f62\u6740\u624b\">\u4e8c\u3001\u7cfb\u7edf\u8bbe\u8ba1\u7f3a\u9677\u7684\u56db\u5927\u201c\u9690\u5f62\u6740\u624b\u201d<\/h3>\n<p>\u901a\u8fc7\u5bf9200+\u771f\u5b9e\u6848\u4f8b\u7684\u68b3\u7406\uff0c\u7cfb\u7edf\u8bbe\u8ba1\u4e2d\u7684\u6f5c\u5728\u7f3a\u9677\u4e3b\u8981\u5448\u73b0\u4ee5\u4e0b\u7279\u5f81\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u7f3a\u9677\u7c7b\u578b<\/th>\n<th>\u5178\u578b\u8868\u73b0<\/th>\n<th>RCA\u5206\u6790\u5207\u5165\u70b9<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>\u8d44\u6e90\u7ade\u4e89\u6f0f\u6d1e<\/strong><\/td>\n<td>\u6b7b\u9501\u3001\u7ebf\u7a0b\u6cc4\u6f0f\u3001\u5185\u5b58\u6ea2\u51fa<\/td>\n<td>\u5e76\u53d1\u63a7\u5236\u7b56\u7565\u3001\u8d44\u6e90\u5206\u914d\u6a21\u578b<\/td>\n<\/tr>\n<tr>\n<td><strong>\u6570\u636e\u4e00\u81f4\u6027\u65ad\u5c42<\/strong><\/td>\n<td>\u810f\u8bfb\u3001\u4e8b\u52a1\u4e22\u5931\u3001\u7f13\u5b58\u4e0e\u6570\u636e\u5e93\u4e0d\u540c\u6b65<\/td>\n<td>\u5206\u5e03\u5f0f\u4e8b\u52a1\u673a\u5236\u3001\u8865\u507f\u903b\u8f91\u8bbe\u8ba1<\/td>\n<\/tr>\n<tr>\n<td><strong>\u5bb9\u9519\u673a\u5236\u7f3a\u5931<\/strong><\/td>\n<td>\u5355\u70b9\u6545\u969c\u3001\u964d\u7ea7\u7b56\u7565\u5931\u6548<\/td>\n<td>\u7194\u65ad\u9608\u503c\u8bbe\u5b9a\u3001\u6545\u969c\u9694\u79bb\u65b9\u6848<\/td>\n<\/tr>\n<tr>\n<td><strong>\u6269\u5c55\u6027\u9677\u9631<\/strong><\/td>\n<td>\u7ebf\u6027\u6269\u5bb9\u5931\u6548\u3001\u670d\u52a1\u53d1\u73b0\u5ef6\u8fdf<\/td>\n<td>\u5fae\u670d\u52a1\u62c6\u5206\u539f\u5219\u3001\u8d1f\u8f7d\u5747\u8861\u7b97\u6cd5<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u4ee5\u6570\u636e\u4e00\u81f4\u6027\u7f3a\u9677\u4e3a\u4f8b\uff0c\u67d0\u793e\u4ea4\u5e73\u53f0\u7684\u6d88\u606f\u63a8\u9001\u670d\u52a1\u66fe\u51fa\u73b0<strong>\u201c\u5e7d\u7075\u6d88\u606f\u201d<\/strong>\u95ee\u9898\u2014\u2014\u7528\u6237\u6536\u5230\u5df2\u5220\u9664\u597d\u53cb\u7684\u63a8\u9001\u3002\u901a\u8fc7RCA\u53d1\u73b0\uff0c\u8bbe\u8ba1\u65f6\u91c7\u7528<strong>\u6700\u7ec8\u4e00\u81f4\u6027\u6a21\u578b<\/strong>\u5374\u672a\u8003\u8651\u7f13\u5b58\u5237\u65b0\u5ef6\u8fdf\uff0c\u6d88\u606f\u961f\u5217\u4e0e\u5173\u7cfb\u6570\u636e\u5e93\u7684\u72b6\u6001\u540c\u6b65\u5b58\u572815\u79d2\u95f4\u9699\u3002\u8fd9\u79cd\u7f3a\u9677\u5728\u5355\u5143\u6d4b\u8bd5\u4e2d\u96be\u4ee5\u66b4\u9732\uff0c\u5374\u4f1a\u5728\u7279\u5b9a\u65f6\u95f4\u7a97\u53e3\u5f15\u53d1\u7528\u6237\u4f53\u9a8c\u707e\u96be\u3002<\/p>\n<hr>\n<h3 id=\"\u4e09-\u56db\u6b65\u95ed\u73af-\u5c06\u6839\u56e0\u5206\u6790\u5d4c\u5165\u8bbe\u8ba1\u8bc4\u5ba1\u6d41\u7a0b\">\u4e09\u3001\u56db\u6b65\u95ed\u73af\uff1a\u5c06\u6839\u56e0\u5206\u6790\u5d4c\u5165\u8bbe\u8ba1\u8bc4\u5ba1\u6d41\u7a0b<\/h3>\n<h4 id=\"\u6b65\u9aa41-\u6784\u5efa\u6545\u969c\u5047\u8bbe\u6811\">\u6b65\u9aa41\uff1a\u6784\u5efa\u6545\u969c\u5047\u8bbe\u6811<\/h4>\n<p>\u5728\u67b6\u6784\u8bbe\u8ba1\u521d\u671f\uff0c\u4f7f\u7528<strong>\u6545\u969c\u6a21\u5f0f\u4e0e\u5f71\u54cd\u5206\u6790\uff08FMEA\uff09<\/strong>\u5de5\u5177\uff0c\u5217\u4e3e\u6bcf\u4e2a\u6a21\u5757\u53ef\u80fd\u5f15\u53d1\u7684\u6545\u969c\u6a21\u5f0f\u3002\u4f8b\u5982\u5728\u5fae\u670d\u52a1\u67b6\u6784\u4e2d\uff1a<\/p>\n<ul>\n<li>API\u7f51\u5173\uff1a\u8ba4\u8bc1\u5931\u6548\u3001\u8def\u7531\u9519\u8bef\n<\/li>\n<li>\u914d\u7f6e\u4e2d\u5fc3\uff1a\u7248\u672c\u51b2\u7a81\u3001\u63a8\u9001\u5ef6\u8fdf\n<\/li>\n<li>\u670d\u52a1\u7f51\u683c\uff1a\u6d41\u91cf\u52ab\u6301\u3001\u7b56\u7565\u6267\u884c\u5f02\u5e38\n<\/li>\n<\/ul>\n<h4 id=\"\u6b65\u9aa42-\u5b9e\u65bd-\u538b\u529b\u6d4b\u8bd5\u6c99\u76d8\">\u6b65\u9aa42\uff1a\u5b9e\u65bd\u201c\u538b\u529b\u6d4b\u8bd5\u6c99\u76d8\u201d<\/h4>\n<p>\u901a\u8fc7<strong>\u6df7\u6c8c\u5de5\u7a0b<\/strong>\u6a21\u62df\u6781\u7aef\u573a\u666f\uff0c\u4f8b\u5982\uff1a<\/p>\n<ul>\n<li>\u968f\u673a\u5207\u65ad40%\u7684\u8282\u70b9\u7f51\u7edc\u8fde\u63a5\n<\/li>\n<li>\u5c06\u6570\u636e\u5e93\u54cd\u5e94\u65f6\u95f4\u5f3a\u5236\u5ef6\u957f\u81f3500ms\n<\/li>\n<li>\u5728\u5185\u5b58\u4e2d\u6ce8\u5165\u7279\u5b9a\u5b57\u8282\u7684\u968f\u673a\u9519\u8bef<br \/>\n\u89c2\u5bdf\u7cfb\u7edf\u662f\u5426\u6309\u8bbe\u8ba1\u6587\u6863\u4e2d\u7684\u5bb9\u9519\u65b9\u6848\u54cd\u5e94\uff0c\u5e76\u8bb0\u5f55\u5b9e\u9645\u884c\u4e3a\u4e0e\u9884\u671f\u7684\u504f\u5dee\u3002\n<\/li>\n<\/ul>\n<h4 id=\"\u6b65\u9aa43-\u5efa\u7acb\u56e0\u679c\u8ffd\u6eaf\u94fe\">\u6b65\u9aa43\uff1a\u5efa\u7acb\u56e0\u679c\u8ffd\u6eaf\u94fe<\/h4>\n<p>\u5f53\u5f02\u5e38\u53d1\u751f\u65f6\uff0c\u4f7f\u7528<strong>5 Whys\u5206\u6790\u6cd5<\/strong>\u5c42\u5c42\u8ffd\u95ee\uff1a<\/p>\n<ol>\n<li>\u4e3a\u4ec0\u4e48\u652f\u4ed8\u670d\u52a1\u54cd\u5e94\u8d85\u65f6\uff1f \u2192 \u6570\u636e\u5e93\u8fde\u63a5\u6c60\u6ee1\u8f7d\n<\/li>\n<li>\u4e3a\u4ec0\u4e48\u8fde\u63a5\u6c60\u88ab\u5360\u6ee1\uff1f \u2192 \u5e93\u5b58\u670d\u52a1\u6301\u6709\u8fde\u63a5\u8d85\u8fc75\u79d2\n<\/li>\n<li>\u4e3a\u4ec0\u4e48\u5e93\u5b58\u670d\u52a1\u5904\u7406\u7f13\u6162\uff1f \u2192 \u5206\u5e03\u5f0f\u9501\u7ade\u4e89\u5bfc\u81f4\u7ebf\u7a0b\u963b\u585e\n<\/li>\n<li>\u4e3a\u4ec0\u4e48\u9700\u8981\u957f\u65f6\u95f4\u6301\u9501\uff1f \u2192 \u8bbe\u8ba1\u672a\u8003\u8651\u6279\u91cf\u5904\u7406\u4f18\u5316\n<\/li>\n<li>\u4e3a\u4ec0\u4e48\u672a\u505a\u6279\u91cf\u4f18\u5316\uff1f \u2192 \u9700\u6c42\u8bc4\u5ba1\u65f6\u672a\u8bc4\u4f30\u9ad8\u5e76\u53d1\u573a\u666f\n<\/li>\n<\/ol>\n<h4 id=\"\u6b65\u9aa44-\u5f62\u6210\u9632\u9519\u673a\u5236\">\u6b65\u9aa44\uff1a\u5f62\u6210\u9632\u9519\u673a\u5236<\/h4>\n<p>\u5c06\u5206\u6790\u7ed3\u8bba\u8f6c\u5316\u4e3a<strong>\u8bbe\u8ba1\u6a21\u5f0f<\/strong>\uff0c\u4f8b\u5982\uff1a<\/p>\n<ul>\n<li>\u4e3a\u6570\u636e\u5e93\u8bbf\u95ee\u5c42\u589e\u52a0\u7194\u65ad\u5668\u548c\u540e\u5907\u7f13\u5b58\n<\/li>\n<li>\u5728\u9501\u7ade\u4e89\u573a\u666f\u5f15\u5165\u5206\u6bb5\u9501\u6216\u4e50\u89c2\u9501\n<\/li>\n<li>\u5728\u670d\u52a1\u6ce8\u518c\u4e2d\u5fc3\u6dfb\u52a0\u5fc3\u8df3\u68c0\u6d4b\u4e0e\u81ea\u52a8\u5254\u9664\u673a\u5236\n<\/li>\n<\/ul>\n<hr>\n<h3 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style=\"color:blue\">SkyWalking<\/a>\u6784\u5efa3D\u62d3\u6251\u56fe\uff0c\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\n<\/li>\n<li><strong>\u65e5\u5fd7\u667a\u80fd\u89e3\u6790<\/strong>\uff1a\u57fa\u4e8eELK 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