{"id":36983,"date":"2025-04-11T15:26:27","date_gmt":"2025-04-11T07:26:27","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=36983"},"modified":"2025-04-11T15:26:27","modified_gmt":"2025-04-11T07:26:27","slug":"skywalking%e7%9a%84%e6%97%a5%e5%bf%97%e5%88%86%e6%9e%90%e4%b8%8e%e6%80%a7%e8%83%bd%e7%9b%91%e6%8e%a7%e7%9a%84%e5%85%b3%e7%b3%bb%e6%98%af%e4%bb%80%e4%b9%88%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/36983.html","title":{"rendered":"SkyWalking\u7684\u65e5\u5fd7\u5206\u6790\u4e0e\u6027\u80fd\u76d1\u63a7\u7684\u5173\u7cfb\u662f\u4ec0\u4e48\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2025\/04\/6Y85v8tf1q.jpg\" alt=\"SkyWalking\u7684\u65e5\u5fd7\u5206\u6790\u4e0e\u6027\u80fd\u76d1\u63a7\u7684\u5173\u7cfb\u662f\u4ec0\u4e48\uff1f\" ><\/p>\n<\/p>\n<p>\u3010\u524d\u8a00\u3011<br 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style=\"color:blue\">\u6839\u56e0\u5206\u6790<\/a><\/a><\/strong>\u6210\u4e3a\u5f00\u53d1\u8fd0\u7ef4\u56e2\u961f\u7684\u5934\u53f7\u96be\u9898\u3002\u4f20\u7edf\u76d1\u63a7\u5de5\u5177\u5f80\u5f80\u5c40\u9650\u4e8e\u5355\u4e00\u7ef4\u5ea6\u7684\u6307\u6807\u7edf\u8ba1\uff0c\u800c<strong>SkyWalking<\/strong>\u4f5c\u4e3a\u4e00\u6b3e\u5f00\u6e90\u7684\u5e94\u7528\u6027\u80fd\u76d1\u63a7\uff08APM\uff09\u7cfb\u7edf\uff0c\u901a\u8fc7\u5c06<strong>\u65e5\u5fd7\u5206\u6790<\/strong>\u4e0e<strong>\u6027\u80fd\u76d1\u63a7<\/strong>\u6df1\u5ea6\u6574\u5408\uff0c\u4e3a\u5206\u5e03\u5f0f\u7cfb\u7edf\u63d0\u4f9b\u4e86\u4e00\u79cd&rdquo;\u53cc\u91cd\u89c6\u89d2&rdquo;\u7684\u8bca\u65ad\u65b9\u6848\u3002\u8fd9\u79cd\u7ed3\u5408\u4e0d\u4ec5\u6253\u7834\u4e86\u6570\u636e\u5b64\u5c9b\uff0c\u66f4\u8ba9\u6280\u672f\u56e2\u961f\u80fd\u591f\u50cf&rdquo;\u6cd5\u533b&rdquo;\u822c\u7cbe\u51c6\u8fd8\u539f\u7cfb\u7edf\u8fd0\u884c\u7684\u5168\u8c8c\u3002<\/p>\n<hr>\n<h3 id=\"\u4e00-skywalking\u7684\u65e5\u5fd7\u5206\u6790-\u7a7f\u900f\u8868\u8c61\u7684-\u663e\u5fae\u955c\">\u4e00\u3001SkyWalking\u7684\u65e5\u5fd7\u5206\u6790\uff1a\u7a7f\u900f\u8868\u8c61\u7684&rdquo;\u663e\u5fae\u955c&rdquo;<\/h3>\n<p>\u5728\u5206\u5e03\u5f0f\u7cfb\u7edf\u4e2d\uff0c\u65e5\u5fd7\u662f\u8bb0\u5f55\u670d\u52a1\u884c\u4e3a\u7684\u6838\u5fc3\u8f7d\u4f53\u3002<strong>SkyWalking\u7684\u65e5\u5fd7\u5206\u6790\u6a21\u5757<\/strong>\u901a\u8fc7\u667a\u80fd\u91c7\u96c6\u3001\u4e0a\u4e0b\u6587\u5173\u8054\u548c\u8bed\u4e49\u89e3\u6790\uff0c\u5c06\u6d77\u91cf\u65e5\u5fd7\u8f6c\u5316\u4e3a\u53ef\u64cd\u4f5c\u7684\u6d1e\u5bdf\uff1a<\/p>\n<ol>\n<li>\n<p><strong>\u5168\u94fe\u8def\u65e5\u5fd7\u8ffd\u8e2a<\/strong><br \/>\n\u901a\u8fc7\u81ea\u52a8\u6ce8\u5165Trace ID\uff0cSkyWalking\u80fd\u5c06\u5206\u6563\u5728\u5404\u4e2a\u670d\u52a1\u8282\u70b9\u7684\u65e5\u5fd7\u4e32\u8054\u6210\u5b8c\u6574\u7684\u8c03\u7528\u94fe\u3002\u4f8b\u5982\uff0c\u5f53\u7528\u6237\u652f\u4ed8\u5931\u8d25\u65f6\uff0c\u7cfb\u7edf\u53ef\u81ea\u52a8\u5173\u8054\u8ba2\u5355\u670d\u52a1\u3001\u652f\u4ed8\u7f51\u5173\u548c\u6570\u636e\u5e93\u7684\u65e5\u5fd7\uff0c\u65e0\u9700\u4eba\u5de5\u62fc\u63a5\u788e\u7247\u5316\u4fe1\u606f\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u7ed3\u6784\u5316\u65e5\u5fd7\u5904\u7406<\/strong><br \/>\n\u4e0d\u540c\u4e8e\u4f20\u7edf\u6587\u672c\u65e5\u5fd7\u7684\u6a21\u7cca\u5339\u914d\uff0cSkyWalking\u652f\u6301JSON\u3001Log4j2\u7b49\u7ed3\u6784\u5316\u65e5\u5fd7\u683c\u5f0f\u3002\u901a\u8fc7\u9884\u5b9a\u4e49\u7684<strong>\u65e5\u5fd7\u6a21\u5f0f\u8bc6\u522b\u89c4\u5219<\/strong>\uff0c\u7cfb\u7edf\u80fd\u81ea\u52a8\u63d0\u53d6\u5173\u952e\u5b57\u6bb5\uff08\u5982\u9519\u8bef\u7801\u3001\u4e8b\u52a1ID\uff09\uff0c\u5e76\u4e0e\u6027\u80fd\u6307\u6807\uff08\u5982\u54cd\u5e94\u65f6\u95f4\uff09\u8fdb\u884c\u4ea4\u53c9\u5206\u6790\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u667a\u80fd\u544a\u8b66\u9608\u503c<\/strong><br \/>\n\u57fa\u4e8e\u5386\u53f2\u65e5\u5fd7\u6570\u636e\u7684\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff0cSkyWalking\u53ef\u52a8\u6001\u8c03\u6574\u9519\u8bef\u65e5\u5fd7\u7684\u544a\u8b66\u9608\u503c\u3002\u4f8b\u5982\uff0c\u5f53\u67d0\u4e2a\u670d\u52a1\u7684WARN\u7ea7\u522b\u65e5\u5fd7\u572810\u5206\u949f\u5185\u6fc0\u589e200%\u65f6\uff0c\u7cfb\u7edf\u4f1a\u7acb\u5373\u89e6\u53d1\u544a\u8b66\u800c\u975e\u7b49\u5f85\u4eba\u5de5\u914d\u7f6e\u89c4\u5219\u3002<\/p>\n<\/li>\n<\/ol>\n<p><strong><em>\u5178\u578b\u6848\u4f8b<\/em><\/strong>\uff1a\u67d0\u7535\u5546\u5e73\u53f0\u901a\u8fc7SkyWalking\u65e5\u5fd7\u5206\u6790\u53d1\u73b0\uff0c\u4fc3\u9500\u671f\u95f4\u5e93\u5b58\u670d\u52a1\u7684WARN\u65e5\u5fd7\u4e2d\u9891\u7e41\u51fa\u73b0&rdquo;\u6570\u636e\u5e93\u8fde\u63a5\u8d85\u65f6&rdquo;\uff0c\u8fdb\u4e00\u6b65\u5173\u8054\u6027\u80fd\u6307\u6807\u540e\uff0c\u786e\u8ba4\u662f\u8fde\u63a5\u6c60\u914d\u7f6e\u4e0d\u8db3\u5bfc\u81f4\u7684\u7ea7\u8054\u6545\u969c\u3002<\/p>\n<hr>\n<h3 id=\"\u4e8c-\u6027\u80fd\u76d1\u63a7-\u7ed8\u5236\u7cfb\u7edf\u5065\u5eb7\u7684-\u5fc3\u7535\u56fe\">\u4e8c\u3001\u6027\u80fd\u76d1\u63a7\uff1a\u7ed8\u5236\u7cfb\u7edf\u5065\u5eb7\u7684&rdquo;\u5fc3\u7535\u56fe&rdquo;<\/h3>\n<p>\u5982\u679c\u8bf4\u65e5\u5fd7\u5206\u6790\u662f\u8bca\u65ad\u75c5\u5f81\u7684&rdquo;\u5316\u9a8c\u62a5\u544a&rdquo;\uff0c\u90a3\u4e48<strong>SkyWalking\u7684\u6027\u80fd\u76d1\u63a7<\/strong>\u5219\u50cf\u5b9e\u65f6\u76d1\u6d4b\u751f\u547d\u4f53\u5f81\u7684\u76d1\u62a4\u4eea\u3002\u5176\u6838\u5fc3\u80fd\u529b\u4f53\u73b0\u5728\u4e09\u4e2a\u7ef4\u5ea6\uff1a<\/p>\n<ol>\n<li>\n<p><strong>\u5206\u5e03\u5f0f\u8ffd\u8e2a\u53ef\u89c6\u5316<\/strong><br \/>\n\u901a\u8fc7<strong>OpenTelemetry\u534f\u8bae<\/strong>\u91c7\u96c6\u7684Span\u6570\u636e\uff0cSkyWalking\u80fd\u81ea\u52a8\u751f\u6210\u670d\u52a1\u8c03\u7528\u62d3\u6251\u56fe\u3002\u56fe\u4e2d\u6bcf\u4e2a\u8282\u70b9\u7684\u989c\u8272\u6df1\u5ea6\u53cd\u6620\u5f53\u524d\u9519\u8bef\u7387\uff0c\u7ebf\u6761\u7c97\u7ec6\u8868\u5f81\u6d41\u91cf\u5927\u5c0f\uff0c\u5e2e\u52a9\u8fd0\u7ef4\u4eba\u5458\u5feb\u901f\u5b9a\u4f4d\u9ad8\u5ef6\u8fdf\u6216\u5f02\u5e38\u8282\u70b9\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u591a\u7ef4\u6307\u6807\u805a\u5408<\/strong><br \/>\n\u4eceJVM\u5185\u5b58\u4f7f\u7528\u7387\u5230Kafka\u6d88\u606f\u5806\u79ef\u91cf\uff0cSkyWalking\u652f\u6301\u8d85\u8fc750\u79cd\u9884\u5b9a\u4e49\u6307\u6807\u6a21\u677f\u3002\u8fd9\u4e9b\u6307\u6807\u901a\u8fc7<strong>PromQL\u517c\u5bb9\u7684\u67e5\u8be2\u8bed\u6cd5<\/strong>\u8fdb\u884c\u805a\u5408\u8ba1\u7b97\uff0c\u4f8b\u5982\uff1a&rdquo;\u7edf\u8ba1\u7f51\u5173\u670d\u52a1P99\u5ef6\u8fdf\u5927\u4e8e500ms\u4e14CPU\u4f7f\u7528\u7387\u8d8580%\u7684\u65f6\u95f4\u6bb5&rdquo;\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u57fa\u7ebf\u5f02\u5e38\u68c0\u6d4b<\/strong><br \/>\n\u5f15\u5165\u65f6\u95f4\u5e8f\u5217\u9884\u6d4b\u7b97\u6cd5\uff08\u5982ARIMA\uff09\uff0c\u7cfb\u7edf\u80fd\u81ea\u52a8\u5efa\u7acb\u5404\u6307\u6807\u7684\u52a8\u6001\u57fa\u7ebf\u3002\u5f53\u67d0\u4e2a\u670d\u52a1\u7684\u54cd\u5e94\u65f6\u95f4\u504f\u79bb\u5386\u53f2\u57fa\u7ebf\u8d85\u8fc73\u4e2a\u6807\u51c6\u5dee\u65f6\uff0c\u5373\u4f7f\u672a\u8fbe\u5230\u56fa\u5b9a\u9608\u503c\uff0c\u4e5f\u4f1a\u89e6\u53d1\u9884\u8b66\u3002\u8fd9\u79cd\u673a\u5236\u663e\u8457\u964d\u4f4e\u4e86\u6f0f\u62a5\u7387\u3002<\/p>\n<\/li>\n<\/ol>\n<p><strong><em>\u6570\u636e\u8bc1\u660e<\/em><\/strong>\uff1a\u67d0\u91d1\u878d\u7cfb\u7edf\u63a5\u5165SkyWalking\u540e\uff0c\u6545\u969c\u5e73\u5747\u4fee\u590d\u65f6\u95f4\uff08MTTR\uff09\u4ece2.3\u5c0f\u65f6\u7f29\u77ed\u81f328\u5206\u949f\uff0c\u5176\u4e2d72%\u7684\u95ee\u9898\u662f\u901a\u8fc7\u6027\u80fd\u6307\u6807\u5f02\u5e38\u8d8b\u52bf\u63d0\u524d\u53d1\u73b0\u7684\u3002<\/p>\n<hr>\n<h3 id=\"\u4e09-\u65e5\u5fd7\u4e0e\u6027\u80fd\u6570\u636e\u7684\u534f\u540c\u6548\u5e94-1-1-2\u7684\u6545\u969c\u6392\u67e5\u8303\u5f0f\">\u4e09\u3001\u65e5\u5fd7\u4e0e\u6027\u80fd\u6570\u636e\u7684\u534f\u540c\u6548\u5e94\uff1a1+1&gt;2\u7684\u6545\u969c\u6392\u67e5\u8303\u5f0f<\/h3>\n<p>\u5355\u72ec\u4f7f\u7528\u65e5\u5fd7\u5206\u6790\u6216\u6027\u80fd\u76d1\u63a7\u90fd\u5b58\u5728\u76f2\u533a\u2014\u2014\u524d\u8005\u96be\u4ee5\u91cf\u5316\u5f71\u54cd\u8303\u56f4\uff0c\u540e\u8005\u7f3a\u4e4f\u5177\u4f53\u9519\u8bef\u4e0a\u4e0b\u6587\u3002<strong>SkyWalking\u7684\u521b\u65b0\u4e4b\u5904\u5728\u4e8e\u6253\u901a\u4e86\u4e24\u8005\u7684\u6570\u636e\u7ba1\u9053<\/strong>\uff1a<\/p>\n<ol>\n<li>\n<p><strong>\u53cc\u5411\u6570\u636e\u5173\u8054<\/strong><br 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\/>\n\u5f53\u7cfb\u7edf\u68c0\u6d4b\u5230\u67d0\u63a5\u53e3\u9519\u8bef\u7387\u7a81\u589e\u65f6\uff0c\u4f1a\u542f\u52a8\u81ea\u52a8\u8bca\u65ad\u6d41\u7a0b\uff1a<\/p>\n<\/li>\n<\/ol>\n<ul>\n<li>\u7b2c\u4e00\u6b65\uff1a\u68c0\u67e5\u8be5\u63a5\u53e3\u4f9d\u8d56\u7684\u4e0a\u4e0b\u6e38\u670d\u52a1\u6027\u80fd\u6307\u6807\n<\/li>\n<li>\u7b2c\u4e8c\u6b65\uff1a\u68c0\u7d22\u76f8\u5173\u670d\u52a1\u7684ERROR\u7ea7\u522b\u65e5\u5fd7\n<\/li>\n<li>\u7b2c\u4e09\u6b65\uff1a\u901a\u8fc7\u56e0\u679c\u63a8\u7406\u7b97\u6cd5\uff08\u5982\u8d1d\u53f6\u65af\u7f51\u7edc\uff09\u8ba1\u7b97\u5404\u5f02\u5e38\u56e0\u7d20\u7684\u6743\u91cd<br \/>\n\u6700\u7ec8\u751f\u6210\u5305\u542b<strong>\u7591\u4f3c\u6839\u56e0\u6392\u5e8f<\/strong>\u7684\u8bca\u65ad\u62a5\u544a\uff0c\u800c\u975e\u7b80\u5355\u7684\u544a\u8b66\u5217\u8868\u3002\n<\/li>\n<\/ul>\n<ol>\n<li><strong>\u5bb9\u91cf\u89c4\u5212\u9884\u6d4b<\/strong><br \/>\n\u7ed3\u5408\u5386\u53f2\u65e5\u5fd7\u4e2d\u7684\u4e1a\u52a1\u4e8b\u4ef6\uff08\u5982\u79d2\u6740\u6d3b\u52a8\uff09\u548c\u6027\u80fd\u76d1\u63a7\u6570\u636e\uff0cSkyWalking\u53ef\u5efa\u7acb\u8d44\u6e90\u6d88\u8017\u9884\u6d4b\u6a21\u578b\u3002\u4f8b\u5982\uff0c\u901a\u8fc7\u5206\u6790\u65e5\u5fd7\u4e2d&rdquo;\u7528\u6237\u9886\u53d6\u4f18\u60e0\u5238&rdquo;\u7684\u64cd\u4f5c\u9891\u7387\u548c\u5bf9\u5e94\u7684\u6570\u636e\u5e93\u8d1f\u8f7d\uff0c\u9884\u6d4b\u4e0b\u4e00\u6ce2\u6d41\u91cf\u9ad8\u5cf0\u6240\u9700\u7684\u8fde\u63a5\u6c60\u5927\u5c0f\u3002\n<\/li>\n<\/ol>\n<p><strong><em>\u6280\u672f\u7a81\u7834<\/em><\/strong>\uff1a\u5728v9.0\u7248\u672c\u4e2d\uff0cSkyWalking\u5f15\u5165<strong>Log Sampling Adaptation<\/strong>\u673a\u5236\uff0c\u5f53\u7cfb\u7edf\u68c0\u6d4b\u5230\u6027\u80fd\u6307\u6807\u5f02\u5e38\u65f6\uff0c\u4f1a\u81ea\u52a8\u63d0\u9ad8\u76f8\u5173\u670d\u52a1\u7684\u65e5\u5fd7\u91c7\u6837\u7387\uff0c\u786e\u4fdd\u5173\u952e\u65f6\u6bb5\u7684\u65e5\u5fd7\u5b8c\u6574\u6027\uff0c\u540c\u65f6\u907f\u514d\u5168\u91cf\u91c7\u96c6\u5e26\u6765\u7684\u5b58\u50a8\u5f00\u9500\u3002<\/p>\n<hr>\n<h3 id=\"\u56db-\u5b9e\u8df5\u542f\u793a-\u5982\u4f55\u6700\u5927\u5316\u4e8c\u8005\u7684\u534f\u540c\u4ef7\u503c\">\u56db\u3001\u5b9e\u8df5\u542f\u793a\uff1a\u5982\u4f55\u6700\u5927\u5316\u4e8c\u8005\u7684\u534f\u540c\u4ef7\u503c<\/h3>\n<p>\u8981\u8ba9\u65e5\u5fd7\u5206\u6790\u4e0e\u6027\u80fd\u76d1\u63a7\u771f\u6b63\u4ea7\u751f\u5316\u5b66\u53cd\u5e94\uff0c\u9700\u8981\u9075\u5faa\u4ee5\u4e0b\u539f\u5219\uff1a<\/p>\n<ol>\n<li>\n<p><strong>\u7edf\u4e00\u6570\u636e\u91c7\u96c6\u6846\u67b6<\/strong><br \/>\n\u4f7f\u7528<strong>OpenTelemetry Collector<\/strong>\u540c\u65f6\u6536\u96c6\u8ffd\u8e2a\u6570\u636e\u3001\u6307\u6807\u548c\u65e5\u5fd7\uff0c\u907f\u514d\u591a\u5957Agent\u9020\u6210\u7684\u8d44\u6e90\u51b2\u7a81\u3002\u901a\u8fc7\u914d\u7f6e\u7edf\u4e00\u7684\u8d44\u6e90\u6807\u7b7e\uff08\u5982service.name\u3001pod.id\uff09\uff0c\u786e\u4fdd\u4e0d\u540c\u6570\u636e\u7c7b\u578b\u80fd\u57fa\u4e8e\u76f8\u540c\u7ef4\u5ea6\u5173\u8054\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u6784\u5efa\u95ed\u73af\u53cd\u9988\u94fe\u8def<\/strong><br \/>\n\u5efa\u7acb&rdquo;\u76d1\u63a7\u544a\u8b66\u2192\u65e5\u5fd7\u7b5b\u67e5\u2192\u4ee3\u7801\u4fee\u590d\u2192\u6307\u6807\u9a8c\u8bc1&rdquo;\u7684\u95ed\u73af\u6d41\u7a0b\u3002\u4f8b\u5982\uff1a<\/p>\n<\/li>\n<\/ol>\n<ul>\n<li>\u6027\u80fd\u76d1\u63a7\u53d1\u73b0\u5546\u54c1\u8be6\u60c5\u9875TP95\u5ef6\u8fdf\u4e0a\u5347\n<\/li>\n<li>\u65e5\u5fd7\u5206\u6790\u663e\u793a\u5927\u91cf&rdquo;N+1\u67e5\u8be2&rdquo;\u8b66\u544a\n<\/li>\n<li>\u5f00\u53d1\u56e2\u961f\u4f18\u5316SQL\u540e\uff0c\u901a\u8fc7\u76d1\u63a7\u4eea\u8868\u76d8\u786e\u8ba4\u5ef6\u8fdf\u56de\u843d\n<\/li>\n<\/ul>\n<ol>\n<li><strong>\u667a\u80fd\u964d\u566a\u4e0e\u4f18\u5148\u7ea7\u5212\u5206<\/strong><br \/>\n\u5229\u7528SkyWalking\u7684<strong>Alerting Webhook<\/strong>\u529f\u80fd\uff0c\u5c06\u544a\u8b66\u6309\u65e5\u5fd7\u9519\u8bef\u7c7b\u578b\u548c\u6027\u80fd\u5f71\u54cd\u7a0b\u5ea6\u5206\u7ea7\u3002\u4f8b\u5982\uff1a\n<\/li>\n<\/ol>\n<ul>\n<li>Level 1\uff1a\u6570\u636e\u5e93\u4e3b\u8282\u70b9\u5b95\u673a\uff08\u65e5\u5fd7\u9519\u8bef+\u6027\u80fd\u6307\u6807\u5f52\u96f6\uff09\n<\/li>\n<li>Level 3\uff1a\u975e\u6838\u5fc3\u670d\u52a1\u5076\u53d1\u8d85\u65f6\uff08\u5355\u4e2a\u5b9e\u4f8b\u6307\u6807\u5f02\u5e38\uff09\n<\/li>\n<\/ul>\n<hr>\n<h3 id=\"\u4e94-\u4ece\u5de5\u5177\u5230\u751f\u6001-skywalking\u7684\u6269\u5c55\u53ef\u80fd\u6027\">\u4e94\u3001\u4ece\u5de5\u5177\u5230\u751f\u6001\uff1aSkyWalking\u7684\u6269\u5c55\u53ef\u80fd\u6027<\/h3>\n<p>\u968f\u7740<strong>\u4e91\u539f\u751f\u6280\u672f\u6808<\/strong>\u7684\u6f14\u8fdb\uff0cSkyWalking\u7684\u65e5\u5fd7\u4e0e\u76d1\u63a7\u80fd\u529b\u4e5f\u5728\u6301\u7eed\u8fdb\u5316\uff1a<\/p>\n<ul>\n<li><strong>eBPF\u6df1\u5ea6\u96c6\u6210<\/strong>\uff1a\u901a\u8fc7\u5185\u6838\u5c42\u6570\u636e\u91c7\u96c6\uff0c\u5b9e\u73b0\u66f4\u7ec6\u7c92\u5ea6\u7684\u5bb9\u5668<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u7f51\u7edc\u6027\u80fd\u76d1\u63a7<\/a>\n<\/li>\n<li><strong>AIOps\u7ba1\u9053<\/strong>\uff1a\u5c06\u65e5\u5fd7\u6587\u672c\uff08\u5982Java\u5f02\u5e38\u5806\u6808\uff09\u8f93\u5165NLP\u6a21\u578b\uff0c\u81ea\u52a8\u63a8\u8350\u89e3\u51b3\u65b9\u6848\n<\/li>\n<li><strong>\u8fb9\u7f18\u8ba1\u7b97\u652f\u6301<\/strong>\uff1a\u8f7b\u91cf\u7ea7Agent\u53ef\u5728\u7269\u8054\u7f51\u8bbe\u5907\u8fd0\u884c\uff0c\u6269\u5c55\u76d1\u63a7\u8fb9\u754c\n<\/li>\n<\/ul>\n<p>\u5728\u67d0\u667a\u80fd\u9a7e\u9a76\u5e73\u53f0\u7684\u5b9e\u8df5\u4e2d\uff0cSkyWalking\u4e0d\u4ec5\u76d1\u63a7\u8f66\u8f7d\u5fae\u670d\u52a1\u7684\u6027\u80fd\uff0c\u8fd8\u901a\u8fc7\u5206\u6790\u4f20\u611f\u5668\u65e5\u5fd7\u4e0e\u7f51\u7edc\u5ef6\u8fdf\u6307\u6807\u7684\u5173\u8054\uff0c\u6210\u529f\u89e3\u51b3\u4e865G\u4fe1\u53f7\u5207\u6362\u5bfc\u81f4\u7684\u6570\u636e\u4e0a\u4f20\u5ef6\u8fdf\u95ee\u9898\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u3010\u524d\u8a00\u3011 \u5728\u5206\u5e03\u5f0f\u67b6\u6784\u4e3b\u5bfc\u7684\u73b0\u4ee3\u8f6f\u4ef6\u7cfb\u7edf\u4e2d\uff0c\u4e00\u6b21\u7528\u6237\u8bf7\u6c42\u53ef\u80fd\u8de8\u8d8a\u6570\u5341\u4e2a\u5fae\u670d\u52a1\u3001\u4e2d\u95f4\u4ef6\u548c\u6570\u636e\u5e93\u8282\u70b9\u3002\u8fd9\u79cd\u590d\u6742\u6027\u4f7f\u5f97\u6027\u80fd\u74f6\u9888\u5b9a\u4f4d\u548c\u6545\u969c\u6839\u56e0\u5206\u6790\u6210\u4e3a\u5f00\u53d1\u8fd0\u7ef4\u56e2\u961f\u7684\u5934\u53f7\u96be\u9898\u3002\u4f20\u7edf\u76d1\u63a7\u5de5\u5177\u5f80\u5f80\u5c40\u9650\u4e8e\u5355\u4e00\u7ef4\u5ea6\u7684\u6307\u6807\u7edf\u8ba1\uff0c\u800cSkyWalking\u4f5c\u4e3a\u4e00\u6b3e\u5f00\u6e90\u7684\u5e94\u7528\u6027\u80fd\u76d1\u63a7\uff08APM\uff09\u7cfb\u7edf\uff0c\u901a\u8fc7\u5c06\u65e5\u5fd7\u5206\u6790\u4e0e\u6027\u80fd\u76d1\u63a7\u6df1\u5ea6\u6574\u5408\uff0c\u4e3a\u5206\u5e03\u5f0f\u7cfb\u7edf\u63d0\u4f9b\u4e86\u4e00\u79cd&rdquo;\u53cc\u91cd\u89c6\u89d2&rdquo;\u7684\u8bca\u65ad\u65b9\u6848\u3002\u8fd9\u79cd\u7ed3\u5408\u4e0d\u4ec5\u6253\u7834\u4e86\u6570\u636e\u5b64\u5c9b\uff0c\u66f4\u8ba9\u6280\u672f\u56e2\u961f\u80fd\u591f\u50cf&rdquo;\u6cd5\u533b&rdquo;\u822c\u7cbe\u51c6\u8fd8\u539f\u7cfb\u7edf\u8fd0\u884c\u7684\u5168\u8c8c\u3002 \u4e00\u3001SkyWalking\u7684\u65e5\u5fd7\u5206\u6790\uff1a\u7a7f\u900f\u8868\u8c61\u7684&rdquo;\u663e\u5fae\u955c&rdquo; \u5728\u5206\u5e03\u5f0f\u7cfb\u7edf\u4e2d\uff0c\u65e5\u5fd7\u662f\u8bb0\u5f55\u670d\u52a1\u884c\u4e3a\u7684\u6838\u5fc3\u8f7d\u4f53\u3002SkyWalking\u7684\u65e5\u5fd7\u5206\u6790\u6a21\u5757\u901a\u8fc7\u667a\u80fd\u91c7\u96c6\u3001\u4e0a\u4e0b\u6587\u5173\u8054\u548c\u8bed\u4e49\u89e3\u6790\uff0c\u5c06\u6d77\u91cf\u65e5\u5fd7\u8f6c\u5316\u4e3a\u53ef\u64cd\u4f5c\u7684\u6d1e\u5bdf\uff1a \u5168\u94fe\u8def\u65e5\u5fd7\u8ffd\u8e2a \u901a\u8fc7\u81ea\u52a8\u6ce8\u5165Trace ID\uff0cSkyWalking\u80fd\u5c06\u5206\u6563\u5728\u5404\u4e2a\u670d\u52a1\u8282\u70b9\u7684\u65e5\u5fd7\u4e32\u8054\u6210\u5b8c\u6574\u7684\u8c03\u7528\u94fe\u3002\u4f8b\u5982\uff0c\u5f53\u7528\u6237\u652f\u4ed8\u5931\u8d25\u65f6\uff0c\u7cfb\u7edf\u53ef\u81ea\u52a8\u5173\u8054\u8ba2\u5355\u670d\u52a1\u3001\u652f\u4ed8\u7f51\u5173\u548c\u6570\u636e\u5e93\u7684\u65e5\u5fd7\uff0c\u65e0\u9700\u4eba\u5de5\u62fc\u63a5\u788e\u7247\u5316\u4fe1\u606f\u3002 \u7ed3\u6784\u5316\u65e5\u5fd7\u5904\u7406 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\u57fa\u4e8e\u5386\u53f2\u65e5\u5fd7\u6570\u636e\u7684\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff0cSkyWalking\u53ef\u52a8\u6001\u8c03\u6574\u9519\u8bef\u65e5\u5fd7\u7684\u544a\u8b66\u9608\u503c\u3002\u4f8b\u5982\uff0c\u5f53\u67d0\u4e2a\u670d\u52a1\u7684WARN\u7ea7\u522b\u65e5\u5fd7\u572810\u5206\u949f\u5185\u6fc0\u589e200%\u65f6\uff0c\u7cfb\u7edf\u4f1a\u7acb\u5373\u89e6\u53d1\u544a\u8b66\u800c\u975e\u7b49\u5f85\u4eba\u5de5\u914d\u7f6e\u89c4\u5219\u3002 \u5178\u578b\u6848\u4f8b\uff1a\u67d0\u7535\u5546\u5e73\u53f0\u901a\u8fc7SkyWalking\u65e5\u5fd7\u5206\u6790\u53d1\u73b0\uff0c\u4fc3\u9500\u671f\u95f4\u5e93\u5b58\u670d\u52a1\u7684WARN\u65e5\u5fd7\u4e2d\u9891\u7e41\u51fa\u73b0&rdquo;\u6570\u636e\u5e93\u8fde\u63a5\u8d85\u65f6&rdquo;\uff0c\u8fdb\u4e00\u6b65\u5173\u8054\u6027\u80fd\u6307\u6807\u540e\uff0c\u786e\u8ba4\u662f\u8fde\u63a5\u6c60\u914d\u7f6e\u4e0d\u8db3\u5bfc\u81f4\u7684\u7ea7\u8054\u6545\u969c\u3002 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