{"id":35494,"date":"2025-03-19T10:00:39","date_gmt":"2025-03-19T02:00:39","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=35494"},"modified":"2025-03-19T10:00:39","modified_gmt":"2025-03-19T02:00:39","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%a4%84%e7%90%86%e5%a4%a7%e8%a7%84%e6%a8%a1%e6%95%b0%e6%8d%ae%e5%a4%84%e7%90%86%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/35494.html","title":{"rendered":"\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u5982\u4f55\u5904\u7406\u5927\u89c4\u6a21\u6570\u636e\u5904\u7406\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2025\/03\/531C70xi.jpg\" alt=\"\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u5982\u4f55\u5904\u7406\u5927\u89c4\u6a21\u6570\u636e\u5904\u7406\uff1f\" ><\/p>\n<\/p>\n<p>\u5728\u6570\u5b57\u5316\u8f6c\u578b\u7684\u6d6a\u6f6e\u4e2d\uff0c\u4f01\u4e1a\u7cfb\u7edf\u6bcf\u79d2\u4ea7\u751f\u7684\u65e5\u5fd7\u3001\u6307\u6807\u548c\u94fe\u8def\u6570\u636e\u5448\u6307\u6570\u7ea7\u589e\u957f\u3002\u67d0\u5934\u90e8\u7535\u5546\u5e73\u53f0\u57282023\u5e74&rdquo;\u53cc\u5341\u4e00&rdquo;\u671f\u95f4\uff0c\u5355\u65e5\u5904\u7406\u7684\u53ef\u89c2\u6d4b\u6570\u636e\u91cf\u7a81\u7834<strong>2000TB<\/strong>\uff0c\u8fd9\u76f8\u5f53\u4e8e\u8fde\u7eed\u64ad\u653e\u9ad8\u6e05\u89c6\u9891\u8d85\u8fc750\u4e07\u5c0f\u65f6\u3002\u9762\u5bf9\u5982\u6b64\u5e9e\u6742\u7684\u6570\u636e\u6d2a\u6d41\uff0c<strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0<\/a><\/strong>\u5982\u4f55\u5b9e\u73b0\u9ad8\u6548\u91c7\u96c6\u3001\u5b9e\u65f6\u5206\u6790\u4e0e\u667a\u80fd\u6d1e\u5bdf\uff0c\u5df2\u6210\u4e3a\u4fdd\u969c\u7cfb\u7edf\u7a33\u5b9a\u6027\u7684\u6838\u5fc3\u6280\u672f\u6311\u6218\u3002\u672c\u6587\u5c06\u6df1\u5165\u89e3\u6790\u652f\u6491\u73b0\u4ee3\u53ef\u89c2\u6d4b\u4f53\u7cfb\u7684<strong>\u4e94\u5927\u6838\u5fc3\u67b6\u6784\u8bbe\u8ba1<\/strong>\uff0c\u63ed\u793a\u5176\u5728\u5927\u89c4\u6a21\u6570\u636e\u5904\u7406\u4e2d\u7684\u521b\u65b0\u5b9e\u8df5\u3002<\/p>\n<h3 id=\"\u4e00-\u5206\u5e03\u5f0f\u6570\u636e\u91c7\u96c6\u67b6\u6784\u7684\u8fdb\u5316\">\u4e00\u3001\u5206\u5e03\u5f0f\u6570\u636e\u91c7\u96c6\u67b6\u6784\u7684\u8fdb\u5316<\/h3>\n<p>\u4f20\u7edf\u5355\u4f53\u91c7\u96c6\u5668\u9762\u5bf9\u6bcf\u79d2\u767e\u4e07\u7ea7\u6570\u636e\u70b9\u65f6\uff0c\u5e38\u56e0\u5355\u70b9\u74f6\u9888\u5bfc\u81f4\u6570\u636e\u4e22\u5931\u3002\u73b0\u4ee3\u5e73\u53f0\u91c7\u7528<strong>\u8fb9\u7f18\u8ba1\u7b97+\u4e2d\u5fc3\u6c47\u805a<\/strong>\u7684\u53cc\u5c42\u67b6\u6784\uff0c\u5728\u6570\u636e\u6e90\u5934\u90e8\u7f72\u8f7b\u91cf\u7ea7\u4ee3\u7406\uff08\u5982<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">OpenTelemetry<\/a> Collector\uff09\uff0c\u901a\u8fc7<strong>\u6d41\u5f0f\u5904\u7406\u6280\u672f<\/strong>\u5b9e\u73b0\u9884\u805a\u5408\u3002\u67d0\u4e91\u670d\u52a1\u5546\u7684\u5b9e\u8df5\u663e\u793a\uff0c\u8fd9\u79cd\u67b6\u6784\u4f7f\u6570\u636e\u541e\u5410\u91cf\u63d0\u5347<strong>7\u500d<\/strong>\uff0c\u540c\u65f6\u964d\u4f4e\u7f51\u7edc\u5e26\u5bbd\u6d88\u801743%\u3002<\/p>\n<p>\u5173\u952e\u6280\u672f\u7a81\u7834\u5305\u62ec\uff1a<\/p>\n<ul>\n<li><strong>\u81ea\u9002\u5e94\u91c7\u6837\u7b97\u6cd5<\/strong>\uff1a\u6839\u636e\u4e1a\u52a1\u4f18\u5148\u7ea7\u52a8\u6001\u8c03\u6574\u91c7\u6837\u7387\uff0c\u5728\u6570\u636e\u5b8c\u6574\u6027\u4e0e\u5b58\u50a8\u6210\u672c\u95f4\u53d6\u5f97\u5e73\u8861\n<\/li>\n<li><strong>\u534f\u8bae\u4f18\u5316<\/strong>\uff1a\u91c7\u7528gRPC\u66ff\u4ee3\u4f20\u7edfHTTP\u534f\u8bae\uff0c\u4f20\u8f93\u6548\u7387\u63d0\u534760%\u4ee5\u4e0a\n<\/li>\n<li><strong>\u667a\u80fd\u7f13\u51b2\u673a\u5236<\/strong>\uff1a\u5728\u7f51\u7edc\u6ce2\u52a8\u65f6\u81ea\u52a8\u5207\u6362\u672c\u5730\u5b58\u50a8\uff0c\u786e\u4fdd\u6570\u636e\u96f6\u4e22\u5931\n<\/li>\n<\/ul>\n<h3 id=\"\u4e8c-\u65f6\u5e8f\u6570\u636e\u5e93\u7684\u5b58\u50a8\u9769\u547d\">\u4e8c\u3001\u65f6\u5e8f\u6570\u636e\u5e93\u7684\u5b58\u50a8\u9769\u547d<\/h3>\n<p>\u9762\u5bf9\u6bcf\u5929\u6570\u5341\u4ebf\u65f6\u95f4\u5e8f\u5217\u7684\u5199\u5165\u538b\u529b\uff0c\u4f20\u7edf\u5173\u7cfb\u578b\u6570\u636e\u5e93\u5df2\u529b\u4e0d\u4ece\u5fc3\u3002\u65b0\u4e00\u4ee3<strong>\u5217\u5f0f\u5b58\u50a8\u5f15\u64ce<\/strong>\u901a\u8fc7\u4ee5\u4e0b\u521b\u65b0\u5b9e\u73b0\u7a81\u7834\uff1a<\/p>\n<ol>\n<li><strong>\u6570\u636e\u5206\u7247\u7b56\u7565<\/strong>\uff1a\u6309\u65f6\u95f4\u8303\u56f4+\u6307\u6807\u7ef4\u5ea6\u53cc\u91cd\u5206\u533a\uff0c\u67e5\u8be2\u6027\u80fd\u63d0\u5347300%\n<\/li>\n<li><strong>\u538b\u7f29\u7b97\u6cd5\u4f18\u5316<\/strong>\uff1a\u57fa\u4e8eDelta-of-Delta\u7f16\u7801\u7684\u65f6\u95f4\u6233\u538b\u7f29\uff0c\u914d\u5408Gorilla\u7b97\u6cd5\u7684\u6d6e\u70b9\u6570\u538b\u7f29\uff0c\u5b58\u50a8\u7a7a\u95f4\u8282\u770185%\n<\/li>\n<li><strong>\u6df7\u5408\u5b58\u50a8\u67b6\u6784<\/strong>\uff1a\u70ed\u6570\u636eSSD\u7f13\u5b58+\u6e29\u6570\u636eHDD\u5b58\u50a8+\u51b7\u6570\u636e\u5bf9\u8c61\u5b58\u50a8\u7684\u4e09\u5c42\u4f53\u7cfb\uff0c\u6210\u672c\u964d\u4f4e70%\n<\/li>\n<\/ol>\n<p>\u67d0\u91d1\u878d\u5e73\u53f0\u91c7\u7528\u8fd9\u79cd\u67b6\u6784\u540e\uff0c\u6210\u529f\u5c06300\u4ebf\u6570\u636e\u70b9\u7684\u67e5\u8be2\u5ef6\u8fdf\u63a7\u5236\u5728<strong>50ms<\/strong>\u4ee5\u5185\uff0c\u76f8\u6bd4\u539f\u6709\u7cfb\u7edf\u63d0\u5347\u4e24\u4e2a\u6570\u91cf\u7ea7\u3002<\/p>\n<h3 id=\"\u4e09-\u6d41\u6279\u4e00\u4f53\u7684\u5b9e\u65f6\u8ba1\u7b97\u5f15\u64ce\">\u4e09\u3001\u6d41\u6279\u4e00\u4f53\u7684\u5b9e\u65f6\u8ba1\u7b97\u5f15\u64ce<\/h3>\n<p>\u4f20\u7edfETL\u6279\u5904\u7406\u6a21\u5f0f\u96be\u4ee5\u6ee1\u8db3\u79d2\u7ea7\u6545\u969c\u5b9a\u4f4d\u9700\u6c42\u3002<strong>Apache Flink<\/strong>\u4e0e<strong>Apache Kafka<\/strong>\u7684\u6df1\u5ea6\u96c6\u6210\uff0c\u6784\u5efa\u4e86\u4ece\u6570\u636e\u6444\u5165\u5230\u5b9e\u65f6\u5206\u6790\u7684\u5b8c\u6574\u94fe\u8def\uff1a<\/p>\n<ul>\n<li><strong>\u7a97\u53e3\u51fd\u6570\u4f18\u5316<\/strong>\uff1a\u6ed1\u52a8\u7a97\u53e3\u5b9e\u73b01\u79d2\u7ea7\u5ef6\u8fdf\u7684\u5f02\u5e38\u68c0\u6d4b\n<\/li>\n<li><strong>\u72b6\u6001\u7ba1\u7406<\/strong>\uff1a\u901a\u8fc7\u672c\u5730RocksDB+\u8fdc\u7a0b\u5b58\u50a8\u7684\u4e8c\u7ea7\u67b6\u6784\uff0c\u5904\u740610TB\u7ea7\u72b6\u6001\u6570\u636e\n<\/li>\n<li><strong>\u673a\u5668\u5b66\u4e60\u96c6\u6210<\/strong>\uff1a\u5c06\u5b64\u7acb\u68ee\u6797\u7b49\u7b97\u6cd5\u5d4c\u5165\u6d41\u5904\u7406\u7ba1\u9053\uff0c\u5b9e\u65f6\u8bc6\u522b\u5f02\u5e38\u6a21\u5f0f\n<\/li>\n<\/ul>\n<p>\u5178\u578b\u6848\u4f8b\u663e\u793a\uff0c\u67d0\u89c6\u9891\u5e73\u53f0\u901a\u8fc7\u8be5\u65b9\u6848\u5c06\u6545\u969c\u5e73\u5747\u54cd\u5e94\u65f6\u95f4\uff08MTTR\uff09\u4ece15\u5206\u949f\u7f29\u77ed\u81f3<strong>90\u79d2<\/strong>\uff0c\u4e1a\u52a1\u4e2d\u65ad\u635f\u5931\u51cf\u5c1180%\u3002<\/p>\n<h3 id=\"\u56db-\u667a\u80fd\u6839\u56e0\u5206\u6790\u7684\u7b97\u6cd5\u7a81\u7834\">\u56db\u3001\u667a\u80fd<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u6839\u56e0\u5206\u6790<\/a>\u7684\u7b97\u6cd5\u7a81\u7834<\/h3>\n<p>\u5728PB\u7ea7\u6570\u636e\u4e2d\u5b9a\u4f4d\u6545\u969c\u6839\u6e90\u5982\u540c\u5927\u6d77\u635e\u9488\u3002\u9886\u5148\u5e73\u53f0\u91c7\u7528<strong>\u591a\u7ef4\u5173\u8054\u5206\u6790<\/strong>\u6280\u672f\uff1a<\/p>\n<ol>\n<li><strong>\u62d3\u6251\u5efa\u6a21<\/strong>\uff1a\u81ea\u52a8\u6784\u5efa\u670d\u52a1\u4f9d\u8d56\u56fe\u8c31\uff0c\u8bc6\u522b\u5f02\u5e38\u4f20\u64ad\u8def\u5f84\n<\/li>\n<li><strong>\u56e0\u679c\u63a8\u65ad<\/strong>\uff1a\u57fa\u4e8e\u8d1d\u53f6\u65af\u7f51\u7edc\u8ba1\u7b97\u5404\u7ef4\u5ea6\u7684\u5f02\u5e38\u8d21\u732e\u5ea6\n<\/li>\n<li><strong>\u77e5\u8bc6\u56fe\u8c31<\/strong>\uff1a\u79ef\u7d2f\u5386\u53f2\u6848\u4f8b\u6784\u5efa\u8bca\u65ad\u51b3\u7b56\u6811\n<\/li>\n<\/ol>\n<p>\u67d0\u8fd0\u8425\u5546\u901a\u8fc7\u90e8\u7f72\u8be5\u65b9\u6848\uff0c\u8bef\u544a\u8b66\u7387\u4e0b\u964d<strong>65%<\/strong>\uff0c\u5e73\u5747\u6545\u969c\u5b9a\u4f4d\u65f6\u95f4\u4ece2\u5c0f\u65f6\u538b\u7f29\u81f38\u5206\u949f\u3002\u5176\u6838\u5fc3\u5728\u4e8e\u6784\u5efa<strong>\u52a8\u6001\u6743\u91cd\u8bc4\u4f30\u6a21\u578b<\/strong>\uff0c\u80fd\u6839\u636e\u4e1a\u52a1\u573a\u666f\u81ea\u52a8\u8c03\u6574\u6307\u6807\u76f8\u5173\u6027\u7cfb\u6570\u3002<\/p>\n<h3 id=\"\u4e94-\u5f39\u6027\u4f38\u7f29\u7684\u8d44\u6e90\u8c03\u5ea6\u4f53\u7cfb\">\u4e94\u3001\u5f39\u6027\u4f38\u7f29\u7684\u8d44\u6e90\u8c03\u5ea6\u4f53\u7cfb<\/h3>\n<p>\u4e3a\u5e94\u5bf9\u6570\u636e\u91cf\u7684\u5267\u70c8\u6ce2\u52a8\uff0c\u73b0\u4ee3\u5e73\u53f0\u5f15\u5165<strong>Kubernetes<\/strong>\u9a71\u52a8\u7684\u5f39\u6027\u67b6\u6784\uff1a<\/p>\n<ul>\n<li><strong>\u6c34\u5e73\u6269\u5c55<\/strong>\uff1a\u91c7\u96c6\u5668\u96c6\u7fa4\u89c4\u6a21\u968f\u6570\u636e\u541e\u5410\u91cf\u81ea\u52a8\u6269\u7f29\n<\/li>\n<li><strong>\u5782\u76f4\u4f18\u5316<\/strong>\uff1a\u4f9d\u636e\u67e5\u8be2\u590d\u6742\u5ea6\u52a8\u6001\u5206\u914dCPU\/\u5185\u5b58\u8d44\u6e90\n<\/li>\n<li><strong>\u6df7\u5408\u90e8\u7f72<\/strong>\uff1a\u5173\u952e\u7ec4\u4ef6\u91c7\u7528\u62a2\u5360\u5f0f\u5b9e\u4f8b\u964d\u4f4e\u6210\u672c\n<\/li>\n<\/ul>\n<p>\u67d0\u5168\u7403\u5316\u4f01\u4e1a\u7684\u6d4b\u8bd5\u6570\u636e\u663e\u793a\uff0c\u8be5\u4f53\u7cfb\u4f7f\u8d44\u6e90\u5229\u7528\u7387\u4ece32%\u63d0\u5347\u81f378%\uff0c\u5e74\u5ea6\u4e91\u8ba1\u7b97\u652f\u51fa\u51cf\u5c11<strong>290\u4e07\u7f8e\u5143<\/strong>\u3002\u5176\u79d8\u8bc0\u5728\u4e8e\u6784\u5efa<strong>\u9884\u6d4b\u6027\u6269\u7f29\u5bb9\u6a21\u578b<\/strong>\uff0c\u901a\u8fc7\u5206\u6790\u5386\u53f2\u8d1f\u8f7d\u89c4\u5f8b\u63d0\u524d30\u5206\u949f\u9884\u5206\u914d\u8d44\u6e90\u3002<\/p>\n<p>\u5728\u6570\u636e\u89c4\u6a21\u6301\u7eed\u81a8\u80c0\u7684\u4eca\u5929\uff0c<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" 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