{"id":37137,"date":"2025-04-18T10:51:41","date_gmt":"2025-04-18T02:51:41","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=37137"},"modified":"2025-04-18T10:51:41","modified_gmt":"2025-04-18T02:51:41","slug":"%e5%8f%af%e8%a7%82%e6%b5%8b%e6%80%a7%e5%b9%b3%e5%8f%b0%e5%a6%82%e4%bd%95%e5%ae%9e%e7%8e%b0%e6%88%90%e6%9c%ac%e6%95%88%e7%9b%8a%e5%88%86%e6%9e%90%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/37137.html","title":{"rendered":"\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u5982\u4f55\u5b9e\u73b0\u6210\u672c\u6548\u76ca\u5206\u6790\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2025\/04\/t0BrL9N.jpg\" alt=\"\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u5982\u4f55\u5b9e\u73b0\u6210\u672c\u6548\u76ca\u5206\u6790\uff1f\" ><\/p>\n<\/p>\n<hr>\n<p>\u5728\u6570\u5b57\u5316\u8f6c\u578b\u7684\u6d6a\u6f6e\u4e2d\uff0c\u4f01\u4e1a\u7684\u7cfb\u7edf\u67b6\u6784\u6b63\u4ece\u5355\u4f53\u5e94\u7528\u5411\u5fae\u670d\u52a1\u3001\u5bb9\u5668\u5316\u548c\u591a\u4e91\u73af\u5883\u52a0\u901f\u6f14\u8fdb\u3002\u8fd9\u79cd\u590d\u6742\u6027\u4f7f<strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0<\/a><\/strong>\u4ece\u201c\u9526\u4e0a\u6dfb\u82b1\u201d\u8f6c\u53d8\u4e3a\u201c\u751f\u5b58\u521a\u9700\u201d\u2014\u2014\u636eGartner\u7edf\u8ba1\uff0c\u52302025\u5e74\uff0c70%\u7684\u4f01\u4e1a\u5c06\u56e0\u7f3a\u4e4f\u6709\u6548\u7684\u53ef\u89c2\u6d4b\u6027\u5b9e\u8df5\u9762\u4e34\u4e1a\u52a1\u4e2d\u65ad\u98ce\u9669\u3002\u7136\u800c\uff0c\u968f\u7740\u6570\u636e\u91cf\u7684\u6307\u6570\u7ea7\u589e\u957f\uff0c\u4f01\u4e1a\u53d1\u73b0\uff1a\u9ad8\u6602\u7684\u5b58\u50a8\u6210\u672c\u3001\u5197\u4f59\u7684\u6570\u636e\u91c7\u96c6\u3001\u4f4e\u6548\u7684\u544a\u8b66\u673a\u5236\u6b63\u5728\u541e\u566c\u6280\u672f\u6295\u8d44\u7684\u56de\u62a5\u3002\u5982\u4f55\u5728\u4fdd\u969c\u7cfb\u7edf\u900f\u660e\u5ea6\u7684\u540c\u65f6\u5b9e\u73b0<strong>\u6210\u672c\u6548\u76ca\u6700\u5927\u5316<\/strong>\uff1f\u8fd9\u6b63\u662f\u73b0\u4ee3\u5de5\u7a0b\u56e2\u961f\u4e9f\u9700\u7834\u89e3\u7684\u6838\u5fc3\u547d\u9898\u3002<\/p>\n<hr>\n<h3 id=\"\u4e00-\u53ef\u89c2\u6d4b\u6027\u6210\u672c\u5931\u63a7\u7684\u56db\u5927\u8bf1\u56e0\">\u4e00\u3001\u53ef\u89c2\u6d4b\u6027\u6210\u672c\u5931\u63a7\u7684\u56db\u5927\u8bf1\u56e0<\/h3>\n<p>\u5728\u6df1\u5165\u63a2\u8ba8\u4f18\u5316\u7b56\u7565\u524d\uff0c\u9700\u5148\u8bc6\u522b\u5bfc\u81f4\u6210\u672c\u5931\u63a7\u7684\u5173\u952e\u56e0\u7d20\uff1a<\/p>\n<ol>\n<li>\n<p><strong>\u65e0\u5dee\u522b\u6570\u636e\u91c7\u96c6<\/strong><br \/>\n\u8bb8\u591a\u56e2\u961f\u9677\u5165\u201c\u8d8a\u591a\u8d8a\u597d\u201d\u7684\u8bef\u533a\uff0c\u9ed8\u8ba4\u5f00\u542f\u5168\u91cf\u65e5\u5fd7\u3001\u6307\u6807\u548c\u94fe\u8def\u8ffd\u8e2a\u3002\u67d0\u7535\u5546\u5e73\u53f0\u66fe\u56e0\u91c7\u96c6\u6bcf\u79d220\u4e07\u6761\u5197\u4f59\u8c03\u8bd5\u65e5\u5fd7\uff0c\u6bcf\u5e74\u591a\u652f\u51fa140\u4e07\u7f8e\u5143\u5b58\u50a8\u8d39\u7528\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u5b58\u50a8\u67b6\u6784\u8bbe\u8ba1\u7f3a\u9677<\/strong><br \/>\n\u672a\u6839\u636e\u6570\u636e\u4ef7\u503c\u5b9e\u65bd\u5206\u5c42\u5b58\u50a8\u7b56\u7565\uff0c\u9ad8\u4ef7\u503c\u7684\u5b9e\u65f6\u5206\u6790\u6570\u636e\u4e0e\u4f4e\u4ef7\u503c\u7684\u5f52\u6863\u6570\u636e\u6df7\u7528\u540c\u4e00\u5b58\u50a8\u5c42\u3002\u7814\u7a76\u8868\u660e\uff0c\u667a\u80fd\u5206\u5c42\u53ef\u964d\u4f4e40%\u4ee5\u4e0a\u7684\u957f\u671f\u5b58\u50a8\u6210\u672c\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u544a\u8b66\u98ce\u66b4\u4e0e\u8bef\u62a5<\/strong><br \/>\n\u7f3a\u4e4f\u5173\u8054\u6027\u5206\u6790\u7684\u9608\u503c\u544a\u8b66\u4f1a\u89e6\u53d1\u201c\u72fc\u6765\u4e86\u201d\u6548\u5e94\u3002\u67d0\u91d1\u878d\u7cfb\u7edf\u66fe\u56e05000\u6761\/\u5206\u949f\u7684\u65e0\u6548\u544a\u8b66\u5bfc\u81f4\u8fd0\u7ef4\u56e2\u961f\u54cd\u5e94\u6548\u7387\u4e0b\u964d60%\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u5de5\u5177\u94fe\u788e\u7247\u5316<\/strong><br \/>\n\u91c7\u7528\u591a\u4e2a\u5b64\u7acb\u5de5\u5177\uff08\u5982\u72ec\u7acbAPM\u3001\u65e5\u5fd7\u5e73\u53f0\u3001\u57fa\u7840\u8bbe\u65bd\u76d1\u63a7\uff09\u4f1a\u9020\u6210\u529f\u80fd\u91cd\u53e0\u3002Forrester\u62a5\u544a\u6307\u51fa\uff0c\u6574\u5408\u5de5\u5177\u94fe\u53ef\u4f7f\u5e74\u5747\u6210\u672c\u964d\u4f4e22-35%\u3002<\/p>\n<\/li>\n<\/ol>\n<hr>\n<h3 id=\"\u4e8c-\u6784\u5efa\u6210\u672c\u611f\u77e5\u7684\u89c2\u6d4b\u4f53\u7cfb\">\u4e8c\u3001\u6784\u5efa\u6210\u672c\u611f\u77e5\u7684\u89c2\u6d4b\u4f53\u7cfb<\/h3>\n<p>\u8981\u5b9e\u73b0\u6210\u672c\u4e0e\u4ef7\u503c\u7684\u5e73\u8861\uff0c\u9700\u4ece\u6570\u636e\u751f\u547d\u5468\u671f\u5165\u624b\u91cd\u6784\u89c2\u6d4b\u4f53\u7cfb\uff1a<\/p>\n<h4 id=\"1-\u6570\u636e\u91c7\u96c6\u9636\u6bb5\u7684\u667a\u80fd\u964d\u566a\">1. <strong>\u6570\u636e\u91c7\u96c6\u9636\u6bb5\u7684\u667a\u80fd\u964d\u566a<\/strong><\/h4>\n<ul>\n<li>\n<p><strong>\u52a8\u6001\u91c7\u6837\u7b56\u7565<\/strong><br \/>\n\u5bf9\u5173\u952e\u4e1a\u52a1\u94fe\u8def\uff08\u5982\u652f\u4ed8\u6d41\u7a0b\uff09\u91c7\u7528100%\u91c7\u6837\u7387\uff0c\u5bf9\u8f85\u52a9\u6027\u670d\u52a1\uff08\u5982\u7f13\u5b58\u72b6\u6001\uff09\u5b9e\u65bd\u81ea\u9002\u5e94\u91c7\u6837\u3002\u4f8b\u5982\uff0cUber\u901a\u8fc7\u52a8\u6001\u91c7\u6837\u5c06\u8ffd\u8e2a\u6570\u636e\u91cf\u51cf\u5c1175%\uff0c\u800c\u95ee\u9898\u68c0\u51fa\u7387\u4fdd\u630198%\u4ee5\u4e0a\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u4e0a\u4e0b\u6587\u611f\u77e5\u7684\u65e5\u5fd7\u5206\u7ea7<\/strong><br \/>\n\u7ed3\u5408\u4e1a\u52a1\u573a\u666f\u5b9a\u4e49\u65e5\u5fd7\u7ea7\u522b\uff1a\u751f\u4ea7\u73af\u5883\u4ec5\u8bb0\u5f55ERROR\u7ea7\u65e5\u5fd7\uff0c\u5f00\u53d1\u73af\u5883\u4fdd\u7559DEBUG\u4fe1\u606f\u3002\u67d0SaaS\u4f01\u4e1a\u901a\u8fc7\u6b64\u65b9\u6848\u51cf\u5c1160%\u975e\u5fc5\u8981\u65e5\u5fd7\u91c7\u96c6\u3002<\/p>\n<\/li>\n<\/ul>\n<h4 id=\"2-\u5b58\u50a8\u9636\u6bb5\u7684\u7cbe\u7ec6\u5316\u6cbb\u7406\">2. <strong>\u5b58\u50a8\u9636\u6bb5\u7684\u7cbe\u7ec6\u5316\u6cbb\u7406<\/strong><\/h4>\n<ul>\n<li>\n<p><strong>\u56db\u5c42\u5b58\u50a8\u6a21\u578b\u5b9e\u8df5<\/strong><\/p>\n<table>\n<thead>\n<tr>\n<th>\u5c42\u7ea7<\/th>\n<th>\u6570\u636e\u7c7b\u578b<\/th>\n<th>\u4fdd\u7559\u5468\u671f<\/th>\n<th>\u5b58\u50a8\u4ecb\u8d28<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Hot<\/td>\n<td>\u5b9e\u65f6\u6307\u6807\u3001\u6d3b\u8dc3\u544a\u8b66<\/td>\n<td>7\u5929<\/td>\n<td>\u5185\u5b58\/SSD<\/td>\n<\/tr>\n<tr>\n<td>Warm<\/td>\n<td>\u9ad8\u9891\u67e5\u8be2\u65e5\u5fd7<\/td>\n<td>30\u5929<\/td>\n<td>\u9ad8\u901f\u4e91\u5b58\u50a8<\/td>\n<\/tr>\n<tr>\n<td>Cold<\/td>\n<td>\u5408\u89c4\u6027\u6570\u636e<\/td>\n<td>1\u5e74<\/td>\n<td>\u5bf9\u8c61\u5b58\u50a8<\/td>\n<\/tr>\n<tr>\n<td>Frozen<\/td>\n<td>\u5ba1\u8ba1\u8ffd\u6eaf\u6570\u636e<\/td>\n<td>5\u5e74<\/td>\n<td>\u78c1\u5e26\/\u51b0\u5ddd\u5b58\u50a8<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/li>\n<li>\n<p><strong>\u538b\u7f29\u4e0e\u7d22\u5f15\u4f18\u5316<\/strong><br \/>\n\u91c7\u7528\u5217\u5f0f\u5b58\u50a8\uff08\u5982Parquet\u683c\u5f0f\uff09\u53ef\u6bd4JSON\u51cf\u5c1170%\u5b58\u50a8\u7a7a\u95f4\u3002\u540c\u65f6\uff0c\u4e3a\u9ad8\u9891\u67e5\u8be2\u5b57\u6bb5\u5efa\u7acb\u5012\u6392\u7d22\u5f15\uff0c\u964d\u4f4e\u8ba1\u7b97\u8d44\u6e90\u6d88\u8017\u3002<\/p>\n<\/li>\n<\/ul>\n<h4 id=\"3-\u5206\u6790\u9636\u6bb5\u7684\u6210\u672c\u8f6c\u5316\">3. <strong>\u5206\u6790\u9636\u6bb5\u7684\u6210\u672c\u8f6c\u5316<\/strong><\/h4>\n<ul>\n<li>\n<p><strong>\u6839\u56e0\u5b9a\u4f4d\u6548\u7387\u63d0\u5347<\/strong><br \/>\n\u901a\u8fc7Trace-ID\u5c06\u65e5\u5fd7\u3001\u6307\u6807\u3001\u8ffd\u8e2a\u6570\u636e\u8054\u52a8\uff0c\u53ef\u5c06\u6545\u969c\u5b9a\u4f4d\u65f6\u95f4\u4ece\u5c0f\u65f6\u7ea7\u7f29\u77ed\u81f3\u5206\u949f\u7ea7\u3002\u636eNew Relic\u6848\u4f8b\uff0c\u6bcf\u51cf\u5c111\u5c0f\u65f6\u5b95\u673a\u65f6\u95f4\u53ef\u633d\u56de\u5e73\u574710\u4e07\u7f8e\u5143\u635f\u5931\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u5bb9\u91cf\u9884\u6d4b\u4e0e\u8d44\u6e90\u8c03\u5ea6<\/strong><br \/>\n\u6574\u5408\u89c2\u6d4b\u6570\u636e\u4e0e\u6210\u672c\u8d26\u5355\uff0c\u5efa\u7acb\u9884\u6d4b\u6a21\u578b\u3002\u67d0\u89c6\u9891\u6d41\u5a92\u4f53\u5e73\u53f0\u901a\u8fc7\u5206\u6790\u5386\u53f2\u6307\u6807\u4e0e\u4e91\u652f\u51fa\u5173\u8054\u6027\uff0c\u4f18\u5316\u4e8630%\u7684\u9884\u7559\u5b9e\u4f8b\u914d\u7f6e\u3002<\/p>\n<\/li>\n<\/ul>\n<hr>\n<h3 id=\"\u4e09-\u6280\u672f\u6760\u6746-\u7528ai\u91cd\u6784\u6210\u672c\u66f2\u7ebf\">\u4e09\u3001\u6280\u672f\u6760\u6746\uff1a\u7528AI\u91cd\u6784\u6210\u672c\u66f2\u7ebf<\/h3>\n<p>\u524d\u6cbf\u6280\u672f\u6b63\u5728\u91cd\u5851\u53ef\u89c2\u6d4b\u6027\u7ecf\u6d4e\u6a21\u578b\uff1a<\/p>\n<ol>\n<li><strong>\u5f02\u5e38\u68c0\u6d4b\u7b97\u6cd5\u5347\u7ea7<\/strong>\n<\/li>\n<\/ol>\n<ul>\n<li><strong>\u591a\u7ef4\u5ea6\u57fa\u7ebf\u5b66\u4e60<\/strong>\uff1a\u57fa\u4e8e\u5386\u53f2\u6570\u636e\u5efa\u7acb\u52a8\u6001\u57fa\u7ebf\uff0c\u66ff\u4ee3\u56fa\u5b9a\u9608\u503c\u3002\u67d0\u7535\u4fe1\u8fd0\u8425\u5546\u91c7\u7528LSTM\u6a21\u578b\u540e\uff0c\u8bef\u62a5\u7387\u4e0b\u964d58%\u3002\n<\/li>\n<li><strong>\u62d3\u6251\u611f\u77e5\u7684\u5173\u8054\u5206\u6790<\/strong>\uff1a\u7ed3\u5408\u670d\u52a1\u4f9d\u8d56\u56fe\u8c31\u8bc6\u522b\u6839\u6e90\u5f02\u5e38\u8282\u70b9\uff0c\u907f\u514d\u5168\u94fe\u8def\u544a\u8b66\u6cdb\u6d2a\u3002\n<\/li>\n<\/ul>\n<ol>\n<li><strong>\u81ea\u52a8\u5316\u6cbb\u7406\u5f15\u64ce<\/strong>\n<\/li>\n<\/ol>\n<ul>\n<li><strong>\u667a\u80fd\u4fdd\u7559\u7b56\u7565<\/strong>\uff1a\u81ea\u52a8\u8bc6\u522b\u957f\u671f\u672a\u88ab\u8bbf\u95ee\u7684\u6570\u636e\u5e76\u964d\u7ea7\u5b58\u50a8\u5c42\u7ea7\u3002\n<\/li>\n<li><strong>\u6210\u672c\u6c99\u76d2\u6a21\u62df<\/strong>\uff1a\u5728\u90e8\u7f72\u65b0\u89c2\u6d4b\u7b56\u7565\u524d\u9884\u6d4b\u6210\u672c\u5f71\u54cd\uff0c\u5982Datadog\u7684Cost Lab\u529f\u80fd\u53ef\u6a21\u62df\u4e0d\u540c\u91c7\u6837\u7387\u7684\u7ecf\u6d4e\u6027\u3002\n<\/li>\n<\/ul>\n<ol>\n<li><strong>Serverless\u5316\u67b6\u6784<\/strong><br \/>\n\u91c7\u7528\u6309\u9700\u4ed8\u8d39\u7684FaaS\uff08\u51fd\u6570\u5373\u670d\u52a1\uff09\u5904\u7406\u89c2\u6d4b\u6d41\u6c34\u7ebf\u3002AWS Lambda\u5b9e\u8df5\u8868\u660e\uff0c\u4e8b\u4ef6\u9a71\u52a8\u578b\u6570\u636e\u5904\u7406\u53ef\u6bd4\u5e38\u9a7b\u5b9e\u4f8b\u8282\u770165%\u6210\u672c\u3002\n<\/li>\n<\/ol>\n<hr>\n<h3 id=\"\u56db-\u4ece\u5de5\u5177\u5230\u6587\u5316-\u5efa\u7acb\u6210\u672c\u534f\u4f5c\u673a\u5236\">\u56db\u3001\u4ece\u5de5\u5177\u5230\u6587\u5316\uff1a\u5efa\u7acb\u6210\u672c\u534f\u4f5c\u673a\u5236<\/h3>\n<p>\u6280\u672f\u624b\u6bb5\u9700\u4e0e\u7ec4\u7ec7\u6d41\u7a0b\u534f\u540c\u624d\u80fd\u771f\u6b63\u91ca\u653e\u4ef7\u503c\uff1a<\/p>\n<ol>\n<li>\n<p><strong>FinOps\u5b9e\u8df5\u843d\u5730<\/strong><br \/>\n\u7ec4\u5efa\u8de8\u90e8\u95e8\u6210\u672c\u6cbb\u7406\u59d4\u5458\u4f1a\uff0c\u7edf\u4e00\u5236\u5b9a\u89c2\u6d4b\u9884\u7b97\u5206\u914d\u89c4\u5219\u3002\u5fae\u8f6fAzure\u56e2\u961f\u901a\u8fc7\u8bbe\u7acb\u201c\u6210\u672c\u8d23\u4efb\u4eba\u201d\u89d2\u8272\uff0c\u4f7f\u4e91\u76d1\u63a7\u652f\u51fa\u4e0b\u964d18%\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u6210\u672c\u53ef\u89c6\u5316\u4eea\u8868\u76d8<\/strong><br \/>\n\u5c06\u89c2\u6d4b\u6210\u672c\u62c6\u89e3\u5230\u4e1a\u52a1\u5355\u5143\u3001\u56e2\u961f\u3001\u751a\u81f3\u5355\u4e2a\u670d\u52a1\u3002Google Cloud\u7684\u8fd0\u7ef4\u5957\u4ef6\u53ef\u5c55\u793a\u6bcf\u4e2a\u5fae\u670d\u52a1\u7684\u201c\u53ef\u89c2\u6d4b\u6027CPI\u201d\uff08Cost Per Incident\uff09\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u5de5\u7a0b\u5e08\u6210\u672c\u6559\u80b2<\/strong><br \/>\n\u5728CI\/CD\u6d41\u6c34\u7ebf\u4e2d\u96c6\u6210\u6210\u672c\u68c0\u67e5\u70b9\uff0c\u4f8b\u5982\uff1a\u5f53\u65b0\u589e\u65e5\u5fd7\u5b57\u6bb5\u8d85\u8fc7\u9608\u503c\u65f6\u89e6\u53d1\u5361\u70b9\u3002Etsy\u901a\u8fc7\u6b64\u7c7b\u673a\u5236\u4f7f\u65e5\u5fd7\u91cf\u5e74\u589e\u957f\u7387\u63a7\u5236\u57285%\u4ee5\u5185\u3002<\/p>\n<\/li>\n<\/ol>\n<hr>\n<p><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0<\/a>\u7684\u6210\u672c\u4f18\u5316\u4e0d\u662f\u4e00\u6b21\u6027\u9879\u76ee\uff0c\u800c\u662f\u9700\u8981\u6301\u7eed\u8fed\u4ee3\u7684<strong>\u4ef7\u503c\u5de5\u7a0b<\/strong>\u3002\u901a\u8fc7\u5efa\u7acb\u6570\u636e\u667a\u80fd\u9a71\u52a8\u3001\u7ec4\u7ec7\u5168\u5458\u53c2\u4e0e\u3001\u6280\u672f\u67b6\u6784\u9002\u914d\u7684\u590d\u5408\u578b\u65b9\u6848\uff0c\u4f01\u4e1a\u5b8c\u5168\u80fd\u5728\u4fdd\u969c\u7cfb\u7edf\u900f\u660e\u5ea6\u7684\u540c\u65f6\uff0c\u5c06\u6bcf1\u7f8e\u5143\u7684\u89c2\u6d4b\u6295\u5165\u8f6c\u5316\u4e3a3\u7f8e\u5143\u4ee5\u4e0a\u7684\u4e1a\u52a1\u6536\u76ca\u2014\u2014\u8fd9\u6216\u8bb8\u6b63\u662f\u6570\u5b57\u5316\u8f6c\u578b\u6d6a\u6f6e\u4e2d\uff0c\u6280\u672f\u7ba1\u7406\u8005\u5fc5\u5907\u7684\u751f\u5b58\u667a\u6167\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5728\u6570\u5b57\u5316\u8f6c\u578b\u7684\u6d6a\u6f6e\u4e2d\uff0c\u4f01\u4e1a\u7684\u7cfb\u7edf\u67b6\u6784\u6b63\u4ece\u5355\u4f53\u5e94\u7528\u5411\u5fae\u670d\u52a1\u3001\u5bb9\u5668\u5316\u548c\u591a\u4e91\u73af\u5883\u52a0\u901f\u6f14\u8fdb\u3002\u8fd9\u79cd\u590d\u6742\u6027\u4f7f\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u4ece\u201c\u9526\u4e0a\u6dfb\u82b1\u201d\u8f6c\u53d8\u4e3a\u201c\u751f\u5b58\u521a\u9700\u201d\u2014\u2014\u636eGartner\u7edf\u8ba1\uff0c\u52302025\u5e74\uff0c70%\u7684\u4f01\u4e1a\u5c06\u56e0\u7f3a\u4e4f\u6709\u6548\u7684\u53ef\u89c2\u6d4b\u6027\u5b9e\u8df5\u9762\u4e34\u4e1a\u52a1\u4e2d\u65ad\u98ce\u9669\u3002\u7136\u800c\uff0c\u968f\u7740\u6570\u636e\u91cf\u7684\u6307\u6570\u7ea7\u589e\u957f\uff0c\u4f01\u4e1a\u53d1\u73b0\uff1a\u9ad8\u6602\u7684\u5b58\u50a8\u6210\u672c\u3001\u5197\u4f59\u7684\u6570\u636e\u91c7\u96c6\u3001\u4f4e\u6548\u7684\u544a\u8b66\u673a\u5236\u6b63\u5728\u541e\u566c\u6280\u672f\u6295\u8d44\u7684\u56de\u62a5\u3002\u5982\u4f55\u5728\u4fdd\u969c\u7cfb\u7edf\u900f\u660e\u5ea6\u7684\u540c\u65f6\u5b9e\u73b0\u6210\u672c\u6548\u76ca\u6700\u5927\u5316\uff1f\u8fd9\u6b63\u662f\u73b0\u4ee3\u5de5\u7a0b\u56e2\u961f\u4e9f\u9700\u7834\u89e3\u7684\u6838\u5fc3\u547d\u9898\u3002 \u4e00\u3001\u53ef\u89c2\u6d4b\u6027\u6210\u672c\u5931\u63a7\u7684\u56db\u5927\u8bf1\u56e0 \u5728\u6df1\u5165\u63a2\u8ba8\u4f18\u5316\u7b56\u7565\u524d\uff0c\u9700\u5148\u8bc6\u522b\u5bfc\u81f4\u6210\u672c\u5931\u63a7\u7684\u5173\u952e\u56e0\u7d20\uff1a \u65e0\u5dee\u522b\u6570\u636e\u91c7\u96c6 \u8bb8\u591a\u56e2\u961f\u9677\u5165\u201c\u8d8a\u591a\u8d8a\u597d\u201d\u7684\u8bef\u533a\uff0c\u9ed8\u8ba4\u5f00\u542f\u5168\u91cf\u65e5\u5fd7\u3001\u6307\u6807\u548c\u94fe\u8def\u8ffd\u8e2a\u3002\u67d0\u7535\u5546\u5e73\u53f0\u66fe\u56e0\u91c7\u96c6\u6bcf\u79d220\u4e07\u6761\u5197\u4f59\u8c03\u8bd5\u65e5\u5fd7\uff0c\u6bcf\u5e74\u591a\u652f\u51fa140\u4e07\u7f8e\u5143\u5b58\u50a8\u8d39\u7528\u3002 \u5b58\u50a8\u67b6\u6784\u8bbe\u8ba1\u7f3a\u9677 \u672a\u6839\u636e\u6570\u636e\u4ef7\u503c\u5b9e\u65bd\u5206\u5c42\u5b58\u50a8\u7b56\u7565\uff0c\u9ad8\u4ef7\u503c\u7684\u5b9e\u65f6\u5206\u6790\u6570\u636e\u4e0e\u4f4e\u4ef7\u503c\u7684\u5f52\u6863\u6570\u636e\u6df7\u7528\u540c\u4e00\u5b58\u50a8\u5c42\u3002\u7814\u7a76\u8868\u660e\uff0c\u667a\u80fd\u5206\u5c42\u53ef\u964d\u4f4e40%\u4ee5\u4e0a\u7684\u957f\u671f\u5b58\u50a8\u6210\u672c\u3002 \u544a\u8b66\u98ce\u66b4\u4e0e\u8bef\u62a5 \u7f3a\u4e4f\u5173\u8054\u6027\u5206\u6790\u7684\u9608\u503c\u544a\u8b66\u4f1a\u89e6\u53d1\u201c\u72fc\u6765\u4e86\u201d\u6548\u5e94\u3002\u67d0\u91d1\u878d\u7cfb\u7edf\u66fe\u56e05000\u6761\/\u5206\u949f\u7684\u65e0\u6548\u544a\u8b66\u5bfc\u81f4\u8fd0\u7ef4\u56e2\u961f\u54cd\u5e94\u6548\u7387\u4e0b\u964d60%\u3002 \u5de5\u5177\u94fe\u788e\u7247\u5316 \u91c7\u7528\u591a\u4e2a\u5b64\u7acb\u5de5\u5177\uff08\u5982\u72ec\u7acbAPM\u3001\u65e5\u5fd7\u5e73\u53f0\u3001\u57fa\u7840\u8bbe\u65bd\u76d1\u63a7\uff09\u4f1a\u9020\u6210\u529f\u80fd\u91cd\u53e0\u3002Forrester\u62a5\u544a\u6307\u51fa\uff0c\u6574\u5408\u5de5\u5177\u94fe\u53ef\u4f7f\u5e74\u5747\u6210\u672c\u964d\u4f4e22-35%\u3002 \u4e8c\u3001\u6784\u5efa\u6210\u672c\u611f\u77e5\u7684\u89c2\u6d4b\u4f53\u7cfb \u8981\u5b9e\u73b0\u6210\u672c\u4e0e\u4ef7\u503c\u7684\u5e73\u8861\uff0c\u9700\u4ece\u6570\u636e\u751f\u547d\u5468\u671f\u5165\u624b\u91cd\u6784\u89c2\u6d4b\u4f53\u7cfb\uff1a 1. \u6570\u636e\u91c7\u96c6\u9636\u6bb5\u7684\u667a\u80fd\u964d\u566a \u52a8\u6001\u91c7\u6837\u7b56\u7565 \u5bf9\u5173\u952e\u4e1a\u52a1\u94fe\u8def\uff08\u5982\u652f\u4ed8\u6d41\u7a0b\uff09\u91c7\u7528100%\u91c7\u6837\u7387\uff0c\u5bf9\u8f85\u52a9\u6027\u670d\u52a1\uff08\u5982\u7f13\u5b58\u72b6\u6001\uff09\u5b9e\u65bd\u81ea\u9002\u5e94\u91c7\u6837\u3002\u4f8b\u5982\uff0cUber\u901a\u8fc7\u52a8\u6001\u91c7\u6837\u5c06\u8ffd\u8e2a\u6570\u636e\u91cf\u51cf\u5c1175%\uff0c\u800c\u95ee\u9898\u68c0\u51fa\u7387\u4fdd\u630198%\u4ee5\u4e0a\u3002 \u4e0a\u4e0b\u6587\u611f\u77e5\u7684\u65e5\u5fd7\u5206\u7ea7 \u7ed3\u5408\u4e1a\u52a1\u573a\u666f\u5b9a\u4e49\u65e5\u5fd7\u7ea7\u522b\uff1a\u751f\u4ea7\u73af\u5883\u4ec5\u8bb0\u5f55ERROR\u7ea7\u65e5\u5fd7\uff0c\u5f00\u53d1\u73af\u5883\u4fdd\u7559DEBUG\u4fe1\u606f\u3002\u67d0SaaS\u4f01\u4e1a\u901a\u8fc7\u6b64\u65b9\u6848\u51cf\u5c1160%\u975e\u5fc5\u8981\u65e5\u5fd7\u91c7\u96c6\u3002 2. \u5b58\u50a8\u9636\u6bb5\u7684\u7cbe\u7ec6\u5316\u6cbb\u7406 \u56db\u5c42\u5b58\u50a8\u6a21\u578b\u5b9e\u8df5 \u5c42\u7ea7 \u6570\u636e\u7c7b\u578b \u4fdd\u7559\u5468\u671f \u5b58\u50a8\u4ecb\u8d28 Hot \u5b9e\u65f6\u6307\u6807\u3001\u6d3b\u8dc3\u544a\u8b66 7\u5929 \u5185\u5b58\/SSD Warm \u9ad8\u9891\u67e5\u8be2\u65e5\u5fd7 30\u5929 \u9ad8\u901f\u4e91\u5b58\u50a8 Cold \u5408\u89c4\u6027\u6570\u636e 1\u5e74 \u5bf9\u8c61\u5b58\u50a8 Frozen \u5ba1\u8ba1\u8ffd\u6eaf\u6570\u636e 5\u5e74 \u78c1\u5e26\/\u51b0\u5ddd\u5b58\u50a8 \u538b\u7f29\u4e0e\u7d22\u5f15\u4f18\u5316 \u91c7\u7528\u5217\u5f0f\u5b58\u50a8\uff08\u5982Parquet\u683c\u5f0f\uff09\u53ef\u6bd4JSON\u51cf\u5c1170%\u5b58\u50a8\u7a7a\u95f4\u3002\u540c\u65f6\uff0c\u4e3a\u9ad8\u9891\u67e5\u8be2\u5b57\u6bb5\u5efa\u7acb\u5012\u6392\u7d22\u5f15\uff0c\u964d\u4f4e\u8ba1\u7b97\u8d44\u6e90\u6d88\u8017\u3002 3. \u5206\u6790\u9636\u6bb5\u7684\u6210\u672c\u8f6c\u5316 \u6839\u56e0\u5b9a\u4f4d\u6548\u7387\u63d0\u5347 \u901a\u8fc7Trace-ID\u5c06\u65e5\u5fd7\u3001\u6307\u6807\u3001\u8ffd\u8e2a\u6570\u636e\u8054\u52a8\uff0c\u53ef\u5c06\u6545\u969c\u5b9a\u4f4d\u65f6\u95f4\u4ece\u5c0f\u65f6\u7ea7\u7f29\u77ed\u81f3\u5206\u949f\u7ea7\u3002\u636eNew Relic\u6848\u4f8b\uff0c\u6bcf\u51cf\u5c111\u5c0f\u65f6\u5b95\u673a\u65f6\u95f4\u53ef\u633d\u56de\u5e73\u574710\u4e07\u7f8e\u5143\u635f\u5931\u3002 \u5bb9\u91cf\u9884\u6d4b\u4e0e\u8d44\u6e90\u8c03\u5ea6 \u6574\u5408\u89c2\u6d4b\u6570\u636e\u4e0e\u6210\u672c\u8d26\u5355\uff0c\u5efa\u7acb\u9884\u6d4b\u6a21\u578b\u3002\u67d0\u89c6\u9891\u6d41\u5a92\u4f53\u5e73\u53f0\u901a\u8fc7\u5206\u6790\u5386\u53f2\u6307\u6807\u4e0e\u4e91\u652f\u51fa\u5173\u8054\u6027\uff0c\u4f18\u5316\u4e8630%\u7684\u9884\u7559\u5b9e\u4f8b\u914d\u7f6e\u3002 \u4e09\u3001\u6280\u672f\u6760\u6746\uff1a\u7528AI\u91cd\u6784\u6210\u672c\u66f2\u7ebf \u524d\u6cbf\u6280\u672f\u6b63\u5728\u91cd\u5851\u53ef\u89c2\u6d4b\u6027\u7ecf\u6d4e\u6a21\u578b\uff1a \u5f02\u5e38\u68c0\u6d4b\u7b97\u6cd5\u5347\u7ea7 \u591a\u7ef4\u5ea6\u57fa\u7ebf\u5b66\u4e60\uff1a\u57fa\u4e8e\u5386\u53f2\u6570\u636e\u5efa\u7acb\u52a8\u6001\u57fa\u7ebf\uff0c\u66ff\u4ee3\u56fa\u5b9a\u9608\u503c\u3002\u67d0\u7535\u4fe1\u8fd0\u8425\u5546\u91c7\u7528LSTM\u6a21\u578b\u540e\uff0c\u8bef\u62a5\u7387\u4e0b\u964d58%\u3002 [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[14],"tags":[],"class_list":["post-37137","post","type-post","status-publish","format-standard","hentry","category-product-news"],"_links":{"self":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/37137","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/comments?post=37137"}],"version-history":[{"count":1,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/37137\/revisions"}],"predecessor-version":[{"id":37139,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/37137\/revisions\/37139"}],"wp:attachment":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/media?parent=37137"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/categories?post=37137"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/tags?post=37137"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}