{"id":32797,"date":"2025-03-04T10:55:49","date_gmt":"2025-03-04T02:55:49","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=32797"},"modified":"2025-03-04T10:55:49","modified_gmt":"2025-03-04T02:55:49","slug":"skywalking-%e5%a6%82%e4%bd%95%e6%94%af%e6%8c%81%e5%a4%9a%e6%95%b0%e6%8d%ae%e6%ba%90%e7%9b%91%e6%8e%a7%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/32797.html","title":{"rendered":"SkyWalking \u5982\u4f55\u652f\u6301\u591a\u6570\u636e\u6e90\u76d1\u63a7\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2025\/03\/1HKN8q.jpg\" alt=\"SkyWalking \u5982\u4f55\u652f\u6301\u591a\u6570\u636e\u6e90\u76d1\u63a7\uff1f\" ><\/p>\n<\/p>\n<p><strong>\u524d\u8a00<\/strong><br \/>\n\u5728\u5f53\u4eca\u7684\u5206\u5e03\u5f0f\u7cfb\u7edf\u67b6\u6784\u4e2d\uff0c\u5e94\u7528\u670d\u52a1\u7684\u590d\u6742\u6027\u5448\u6307\u6570\u7ea7\u589e\u957f\u3002\u4ece\u4f20\u7edf\u5355\u4f53\u67b6\u6784\u5230\u5fae\u670d\u52a1\u3001\u4e91\u539f\u751f\u67b6\u6784\u7684\u6f14\u8fdb\uff0c\u7cfb\u7edf\u9700\u8981\u5bf9\u63a5\u7684\u6570\u636e\u5e93\u3001\u6d88\u606f\u961f\u5217\u3001\u7f13\u5b58\u7b49\u6570\u636e\u6e90\u7c7b\u578b\u4e5f\u65e5\u76ca\u591a\u6837\u5316\u3002\u5982\u4f55\u9ad8\u6548\u76d1\u63a7\u8fd9\u4e9b\u5f02\u6784\u6570\u636e\u6e90\u7684\u6027\u80fd\u4e0e\u5065\u5eb7\u72b6\u6001\uff0c\u6210\u4e3a\u4fdd\u969c\u4e1a\u52a1\u7a33\u5b9a\u6027\u7684\u5173\u952e\u6311\u6218\u3002<strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">SkyWalking<\/a><\/strong>\uff0c\u4f5c\u4e3a\u4e00\u6b3e\u5f00\u6e90\u7684\u5206\u5e03\u5f0f\u7cfb\u7edf\u76d1\u63a7\u4e0e\u8bca\u65ad\u5de5\u5177\uff0c\u51ed\u501f\u5176\u7075\u6d3b\u7684\u63d2\u4ef6\u5316\u67b6\u6784\u548c\u5f00\u653e\u7684\u8bbe\u8ba1\u7406\u5ff5\uff0c\u4e3a\u591a\u6570\u636e\u6e90\u76d1\u63a7\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u652f\u6301\u3002\u672c\u6587\u5c06\u6df1\u5165\u63a2\u8ba8<strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">SkyWalking<\/a>\u5982\u4f55\u901a\u8fc7\u6280\u672f\u624b\u6bb5\u5b9e\u73b0\u591a\u6570\u636e\u6e90\u7684\u65e0\u7f1d\u76d1\u63a7<\/strong>\uff0c\u5e76\u89e3\u6790\u5176\u5728\u590d\u6742\u73af\u5883\u4e2d\u7684\u5b9e\u9645\u5e94\u7528\u4ef7\u503c\u3002<\/p>\n<hr>\n<h3 id=\"\u4e00-\u591a\u6570\u636e\u6e90\u76d1\u63a7-\u73b0\u4ee3\u7cfb\u7edf\u7684\u6838\u5fc3\u9700\u6c42\"><strong>\u4e00\u3001\u591a\u6570\u636e\u6e90\u76d1\u63a7\uff1a\u73b0\u4ee3\u7cfb\u7edf\u7684\u6838\u5fc3\u9700\u6c42<\/strong><\/h3>\n<p>\u968f\u7740\u4f01\u4e1a\u6570\u5b57\u5316\u8f6c\u578b\u7684\u6df1\u5165\uff0c\u5355\u4e00\u6570\u636e\u6e90\u5df2\u65e0\u6cd5\u6ee1\u8db3\u4e1a\u52a1\u9700\u6c42\u3002\u4e00\u4e2a\u5178\u578b\u7684\u5fae\u670d\u52a1\u7cfb\u7edf\u53ef\u80fd\u540c\u65f6\u4f9d\u8d56\u4ee5\u4e0b\u6570\u636e\u6e90\uff1a<\/p>\n<ul>\n<li><strong>\u5173\u7cfb\u578b\u6570\u636e\u5e93<\/strong>\uff08\u5982MySQL\u3001PostgreSQL\uff09\n<\/li>\n<li><strong>NoSQL\u6570\u636e\u5e93<\/strong>\uff08\u5982MongoDB\u3001Redis\uff09\n<\/li>\n<li><strong>\u6d88\u606f\u961f\u5217<\/strong>\uff08\u5982Kafka\u3001RocketMQ\uff09\n<\/li>\n<li><strong>\u5927\u6570\u636e\u7ec4\u4ef6<\/strong>\uff08\u5982Elasticsearch\u3001HBase\uff09\n<\/li>\n<\/ul>\n<p>\u8fd9\u4e9b\u6570\u636e\u6e90\u7684\u6027\u80fd\u74f6\u9888\u6216\u5f02\u5e38\u4f1a\u76f4\u63a5\u5f71\u54cd\u7528\u6237\u4f53\u9a8c\uff0c\u751a\u81f3\u5bfc\u81f4\u4e1a\u52a1\u4e2d\u65ad\u3002\u4f8b\u5982\uff0c\u4e00\u6b21\u6570\u636e\u5e93\u8fde\u63a5\u6c60\u8017\u5c3d\u53ef\u80fd\u5f15\u53d1\u8fde\u9501\u6027\u670d\u52a1\u8d85\u65f6\uff0c\u800c\u7f13\u5b58\u51fb\u7a7f\u53ef\u80fd\u77ac\u95f4\u538b\u57ae\u540e\u7aef\u7cfb\u7edf\u3002<strong>\u591a\u6570\u636e\u6e90\u76d1\u63a7<\/strong>\u7684\u6838\u5fc3\u76ee\u6807\uff0c\u6b63\u662f\u901a\u8fc7\u5b9e\u65f6\u91c7\u96c6\u3001\u5206\u6790\u548c\u544a\u8b66\uff0c\u786e\u4fdd\u6bcf\u4e2a\u6570\u636e\u6e90\u7684\u5065\u5eb7\u72b6\u6001\u53ef\u89c6\u3001\u53ef\u63a7\u3002<\/p>\n<hr>\n<h3 id=\"\u4e8c-skywalking-\u7684\u76d1\u63a7\u67b6\u6784\u4e0e\u6269\u5c55\u80fd\u529b\"><strong>\u4e8c\u3001SkyWalking \u7684\u76d1\u63a7\u67b6\u6784\u4e0e\u6269\u5c55\u80fd\u529b<\/strong><\/h3>\n<p>SkyWalking \u7684\u8bbe\u8ba1\u54f2\u5b66\u662f<strong>\u201c\u53ef\u89c2\u6d4b\u6027\u5373\u670d\u52a1\u201d<\/strong>\uff0c\u5176\u6838\u5fc3\u67b6\u6784\u5206\u4e3a\u56db\u4e2a\u5c42\u6b21\uff1a<\/p>\n<ol>\n<li><strong>\u63a2\u9488\uff08Probe\uff09<\/strong>\uff1a\u901a\u8fc7Java Agent\u3001Service Mesh\u7b49\u591a\u79cd\u65b9\u5f0f\u65e0\u4fb5\u5165\u5f0f\u91c7\u96c6\u6570\u636e\u3002\n<\/li>\n<li><strong>OAP\uff08Observability Analysis Platform\uff09<\/strong>\uff1a\u8d1f\u8d23\u6570\u636e\u805a\u5408\u3001\u5206\u6790\u4e0e\u5b58\u50a8\u3002\n<\/li>\n<li><strong>\u5b58\u50a8\u5c42<\/strong>\uff1a\u652f\u6301Elasticsearch\u3001MySQL\u3001TiDB\u7b49\u591a\u79cd\u5b58\u50a8\u540e\u7aef\u3002\n<\/li>\n<li><strong>UI<\/strong>\uff1a\u63d0\u4f9b\u53ef\u89c6\u5316\u4eea\u8868\u76d8\u4e0e\u544a\u8b66\u914d\u7f6e\u3002\n<\/li>\n<\/ol>\n<p><strong>\u63d2\u4ef6\u5316\u673a\u5236<\/strong>\u662fSkyWalking\u652f\u6301\u591a\u6570\u636e\u6e90\u7684\u57fa\u77f3\u3002\u901a\u8fc7\u5f00\u53d1\u6216\u542f\u7528\u4e0d\u540c\u7684\u63d2\u4ef6\uff0cSkyWalking\u53ef\u4ee5\u81ea\u52a8\u8bc6\u522b\u5e76\u76d1\u63a7\u5404\u7c7b\u6570\u636e\u6e90\u3002\u4f8b\u5982\uff1a<\/p>\n<ul>\n<li><strong>Database Monitoring<\/strong>\uff1a\u901a\u8fc7JDBC\u63d2\u4ef6\u6355\u83b7SQL\u6267\u884c\u8017\u65f6\u3001\u9519\u8bef\u7387\u3001\u6162\u67e5\u8be2\u7b49\u6307\u6807\u3002\n<\/li>\n<li><strong>Redis\u76d1\u63a7<\/strong>\uff1a\u57fa\u4e8eLettuce\u6216Jedis\u5ba2\u6237\u7aef\u96c6\u6210\uff0c\u8ffd\u8e2a\u547d\u4ee4\u6267\u884c\u4e0e\u8fde\u63a5\u6c60\u72b6\u6001\u3002\n<\/li>\n<li><strong>\u6d88\u606f\u961f\u5217\u76d1\u63a7<\/strong>\uff1a\u652f\u6301Kafka\u751f\u4ea7\/\u6d88\u8d39\u5ef6\u65f6\u3001\u541e\u5410\u91cf\u7b49\u6307\u6807\u7684\u91c7\u96c6\u3002\n<\/li>\n<\/ul>\n<p>\u8fd9\u79cd\u8bbe\u8ba1\u4f7f\u5f97SkyWalking\u80fd\u591f<strong>\u4ee5\u7edf\u4e00\u7684\u65b9\u5f0f\u5bf9\u63a5\u5f02\u6784\u6570\u636e\u6e90<\/strong>\uff0c\u65e0\u9700\u4e3a\u6bcf\u79cd\u6570\u636e\u6e90\u5355\u72ec\u90e8\u7f72\u76d1\u63a7\u7cfb\u7edf\u3002<\/p>\n<hr>\n<h3 id=\"\u4e09-\u591a\u6570\u636e\u6e90\u76d1\u63a7\u7684\u6280\u672f\u5b9e\u73b0\u7ec6\u8282\"><strong>\u4e09\u3001\u591a\u6570\u636e\u6e90\u76d1\u63a7\u7684\u6280\u672f\u5b9e\u73b0\u7ec6\u8282<\/strong><\/h3>\n<h4 id=\"1-\u6570\u636e\u91c7\u96c6-\u65e0\u4fb5\u5165\u4e0e\u6df1\u5ea6\u96c6\u6210\u5e76\u5b58\"><strong>1. \u6570\u636e\u91c7\u96c6\uff1a\u65e0\u4fb5\u5165\u4e0e\u6df1\u5ea6\u96c6\u6210\u5e76\u5b58<\/strong><\/h4>\n<p>SkyWalking \u7684\u76d1\u63a7\u80fd\u529b\u4f9d\u8d56\u4e8e\u4e24\u7c7b\u6570\u636e\u91c7\u96c6\u65b9\u5f0f\uff1a<\/p>\n<ul>\n<li><strong>\u65e0\u4fb5\u5165\u5f0f\u8ffd\u8e2a<\/strong>\uff1a\u901a\u8fc7Java Agent\u52a8\u6001\u4fee\u6539\u5b57\u8282\u7801\uff0c\u81ea\u52a8\u6355\u83b7JDBC\u64cd\u4f5c\u3001HTTP\u8bf7\u6c42\u7b49\u94fe\u8def\u4fe1\u606f\u3002\u4f8b\u5982\uff0c\u5bf9MySQL\u7684\u76d1\u63a7\u53ea\u9700\u5728\u542f\u52a8\u53c2\u6570\u4e2d\u6dfb\u52a0Agent\uff0c\u5373\u53ef\u81ea\u52a8\u5206\u6790SQL\u6027\u80fd\u3002\n<\/li>\n<li><strong>SDK\u6df1\u5ea6\u96c6\u6210<\/strong>\uff1a\u5bf9\u4e8e\u7279\u5b9a\u6846\u67b6\uff08\u5982Redis\u5ba2\u6237\u7aefLettuce\uff09\uff0cSkyWalking\u63d0\u4f9b\u5b98\u65b9SDK\uff0c\u652f\u6301\u66f4\u7ec6\u7c92\u5ea6\u7684\u6307\u6807\u91c7\u96c6\uff0c\u4f8b\u5982\u8fde\u63a5\u6c60\u4f7f\u7528\u7387\u3001\u547d\u4ee4\u6267\u884c\u5206\u5e03\u3002\n<\/li>\n<\/ul>\n<h4 id=\"2-\u6307\u6807\u6807\u51c6\u5316\u4e0e\u5173\u8054\u5206\u6790\"><strong>2. \u6307\u6807\u6807\u51c6\u5316\u4e0e\u5173\u8054\u5206\u6790<\/strong><\/h4>\n<p>\u4e0d\u540c\u6570\u636e\u6e90\u7684\u76d1\u63a7\u6307\u6807\u5dee\u5f02\u663e\u8457\u3002SkyWalking\u901a\u8fc7<strong>\u7edf\u4e00\u7684\u6307\u6807\u6a21\u578b<\/strong>\uff08\u5982Metric\u3001Tracing\u3001Logging\uff09\u5c06\u6570\u636e\u6807\u51c6\u5316\uff0c\u5e76\u652f\u6301\u4ee5\u4e0b\u5206\u6790\u573a\u666f\uff1a<\/p>\n<ul>\n<li><strong>\u8de8\u6570\u636e\u6e90\u94fe\u8def\u8ffd\u8e2a<\/strong>\uff1a\u5728\u4e00\u6b21\u7528\u6237\u8bf7\u6c42\u4e2d\uff0c\u81ea\u52a8\u5173\u8054\u6570\u636e\u5e93\u67e5\u8be2\u3001\u7f13\u5b58\u64cd\u4f5c\u548c\u6d88\u606f\u6295\u9012\u7684\u8017\u65f6\uff0c\u5feb\u901f\u5b9a\u4f4d\u74f6\u9888\u3002\n<\/li>\n<li><strong>\u8d44\u6e90\u4f9d\u8d56\u62d3\u6251\u56fe<\/strong>\uff1a\u52a8\u6001\u5c55\u793a\u670d\u52a1\u4e0e\u6570\u636e\u6e90\u4e4b\u95f4\u7684\u8c03\u7528\u5173\u7cfb\uff0c\u8bc6\u522b\u9ad8\u98ce\u9669\u7684\u5f3a\u4f9d\u8d56\u3002\n<\/li>\n<\/ul>\n<h4 id=\"3-\u52a8\u6001\u914d\u7f6e\u4e0e\u6269\u5c55\"><strong>3. \u52a8\u6001\u914d\u7f6e\u4e0e\u6269\u5c55<\/strong><\/h4>\n<p>SkyWalking \u7684<strong>\u52a8\u6001\u914d\u7f6e\u4e2d\u5fc3<\/strong>\u5141\u8bb8\u7528\u6237\u5728\u4e0d\u91cd\u542f\u670d\u52a1\u7684\u60c5\u51b5\u4e0b\uff0c\u5b9e\u65f6\u8c03\u6574\u6570\u636e\u6e90\u7684\u76d1\u63a7\u7b56\u7565\u3002\u4f8b\u5982\uff1a<\/p>\n<ul>\n<li>\u9488\u5bf9\u9ad8\u9891\u8bbf\u95ee\u7684Redis\u96c6\u7fa4\uff0c\u53ef\u52a8\u6001\u5f00\u542f\u6162\u67e5\u8be2\u65e5\u5fd7\u91c7\u96c6\u3002\n<\/li>\n<li>\u5728\u4fc3\u9500\u6d3b\u52a8\u671f\u95f4\uff0c\u4e34\u65f6\u63d0\u5347MySQL\u76d1\u63a7\u7684\u6570\u636e\u91c7\u6837\u7387\u3002\n<\/li>\n<\/ul>\n<hr>\n<h3 id=\"\u56db-\u5178\u578b\u573a\u666f\u4e0e\u5e94\u7528\u5b9e\u8df5\"><strong>\u56db\u3001\u5178\u578b\u573a\u666f\u4e0e\u5e94\u7528\u5b9e\u8df5<\/strong><\/h3>\n<h4 id=\"\u573a\u666f1-\u6570\u636e\u5e93\u6027\u80fd\u4f18\u5316\"><strong>\u573a\u666f1\uff1a\u6570\u636e\u5e93\u6027\u80fd\u4f18\u5316<\/strong><\/h4>\n<p>\u67d0\u7535\u5546\u5e73\u53f0\u7684\u8ba2\u5355\u670d\u52a1\u51fa\u73b0\u5468\u671f\u6027\u54cd\u5e94\u5ef6\u8fdf\u3002\u901a\u8fc7SkyWalking\u7684<strong>SQL\u5206\u6790\u529f\u80fd<\/strong>\uff0c\u56e2\u961f\u53d1\u73b0\u9ad8\u5cf0\u671f\u5b58\u5728\u5927\u91cf\u672a\u547d\u4e2d\u7d22\u5f15\u7684\u5168\u8868\u626b\u63cf\u64cd\u4f5c\u3002\u8fdb\u4e00\u6b65\u7ed3\u5408<strong>\u94fe\u8def\u8ffd\u8e2a<\/strong>\uff0c\u5b9a\u4f4d\u5230\u662f\u4fc3\u9500\u6d3b\u52a8\u89e6\u53d1\u4e86\u7279\u5b9a\u67e5\u8be2\u6761\u4ef6\u7684\u6fc0\u589e\u3002\u6700\u7ec8\u901a\u8fc7\u6dfb\u52a0\u7d22\u5f15\u548c\u4f18\u5316SQL\uff0c\u5c06\u5e73\u5747\u54cd\u5e94\u65f6\u95f4\u4ece800ms\u964d\u81f3120ms\u3002<\/p>\n<h4 id=\"\u573a\u666f2-\u7f13\u5b58\u96ea\u5d29\u9884\u8b66\"><strong>\u573a\u666f2\uff1a\u7f13\u5b58\u96ea\u5d29\u9884\u8b66<\/strong><\/h4>\n<p>\u4e00\u4e2a\u793e\u4ea4\u5e94\u7528\u4f7f\u7528Redis\u96c6\u7fa4\u4f5c\u4e3a\u70ed\u70b9\u6570\u636e\u7f13\u5b58\u3002SkyWalking\u7684<strong>Redis\u76d1\u63a7\u63d2\u4ef6<\/strong>\u6301\u7eed\u8ddf\u8e2a\u7f13\u5b58\u547d\u4e2d\u7387\u4e0e\u952e\u8fc7\u671f\u4e8b\u4ef6\u3002\u5f53\u67d0\u6b21\u6279\u91cf\u64cd\u4f5c\u5bfc\u81f4\u5927\u91cfKey\u540c\u65f6\u5931\u6548\u65f6\uff0c\u7cfb\u7edf\u89e6\u53d1\u544a\u8b66\uff0c\u8fd0\u7ef4\u56e2\u961f\u63d0\u524d\u4ecb\u5165\uff0c\u901a\u8fc7\u5206\u6563\u8fc7\u671f\u65f6\u95f4\u907f\u514d\u4e86\u7f13\u5b58\u96ea\u5d29\u3002<\/p>\n<h4 id=\"\u573a\u666f3-\u6d88\u606f\u961f\u5217\u5806\u79ef\u6cbb\u7406\"><strong>\u573a\u666f3\uff1a\u6d88\u606f\u961f\u5217\u5806\u79ef\u6cbb\u7406<\/strong><\/h4>\n<p>\u5728\u7269\u6d41\u7cfb\u7edf\u4e2d\uff0cKafka\u6d88\u8d39\u8005\u56e0\u4e0b\u6e38\u670d\u52a1\u6545\u969c\u51fa\u73b0\u6d88\u606f\u5806\u79ef\u3002SkyWalking\u7684<strong>Topic\u6d88\u8d39\u5ef6\u8fdf\u76d1\u63a7<\/strong>\u53ca\u65f6\u8bc6\u522b\u5f02\u5e38\uff0c\u5e76\u7ed3\u5408<strong>\u7ebf\u7a0b\u5806\u6808\u5206\u6790<\/strong>\u529f\u80fd\uff0c\u5feb\u901f\u5b9a\u4f4d\u5230\u662f\u53cd\u5e8f\u5217\u5316\u903b\u8f91\u7f3a\u9677\u5bfc\u81f4\u7684\u6d88\u8d39\u963b\u585e\u3002\u95ee\u9898\u4fee\u590d\u540e\uff0c\u5806\u79ef\u6d88\u606f\u572830\u5206\u949f\u5185\u6062\u590d\u6b63\u5e38\u3002<\/p>\n<hr>\n<h3 id=\"\u4e94-\u6700\u4f73\u5b9e\u8df5\u4e0e\u8fdb\u9636\u6280\u5de7\"><strong>\u4e94\u3001\u6700\u4f73\u5b9e\u8df5\u4e0e\u8fdb\u9636\u6280\u5de7<\/strong><\/h3>\n<ol>\n<li><strong>\u7cbe\u7ec6\u5316\u91c7\u6837\u7b56\u7565<\/strong>\uff1a\u4e3a\u9ad8\u4f18\u5148\u7ea7\u4e1a\u52a1\u914d\u7f6e\u66f4\u9ad8\u7684\u76d1\u63a7\u91c7\u6837\u7387\uff0c\u5e73\u8861\u6027\u80fd\u4e0e\u89c2\u6d4b\u7c92\u5ea6\u3002\n<\/li>\n<li><strong>\u544a\u8b66\u89c4\u5219\u5206\u5c42<\/strong>\uff1a\u6839\u636e\u6570\u636e\u6e90\u7c7b\u578b\u5b9a\u4e49\u5dee\u5f02\u5316\u7684\u544a\u8b66\u9608\u503c\uff08\u5982MySQL\u6162\u67e5\u8be2&gt;1s\uff0cRedis\u6162\u67e5\u8be2&gt;50ms\uff09\u3002\n<\/li>\n<li><strong>\u5b58\u50a8\u5c42\u4f18\u5316<\/strong>\uff1a\u5bf9\u4e8e\u6d77\u91cf\u76d1\u63a7\u6570\u636e\uff0c\u63a8\u8350\u4f7f\u7528Elasticsearch\u4f5c\u4e3a\u5b58\u50a8\u540e\u7aef\uff0c\u5e76\u901a\u8fc7\u5206\u7247\u7b56\u7565\u63d0\u5347\u67e5\u8be2\u6548\u7387\u3002\n<\/li>\n<li><strong>\u81ea\u5b9a\u4e49\u63d2\u4ef6\u5f00\u53d1<\/strong>\uff1a\u82e5\u9700\u76d1\u63a7\u79c1\u6709\u534f\u8bae\u7684\u6570\u636e\u6e90\uff0c\u53ef\u57fa\u4e8eSkyWalking\u7684\u63d2\u4ef6\u6846\u67b6\u5feb\u901f\u6269\u5c55\u3002\n<\/li>\n<\/ol>\n<hr>\n<h3 id=\"\u516d-\u672a\u6765\u5c55\u671b\"><strong>\u516d\u3001\u672a\u6765\u5c55\u671b<\/strong><\/h3>\n<p>\u968f\u7740Serverless\u3001\u8fb9\u7f18\u8ba1\u7b97\u7b49\u6280\u672f\u7684\u666e\u53ca\uff0c\u6570\u636e\u6e90\u7684\u79cd\u7c7b\u548c\u90e8\u7f72\u5f62\u6001\u5c06\u66f4\u52a0\u590d\u6742\u3002SkyWalking\u793e\u533a\u5df2\u5f00\u59cb\u63a2\u7d22\u4ee5\u4e0b\u65b9\u5411\uff1a<\/p>\n<ul>\n<li><strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">eBPF<\/a>\u6280\u672f\u96c6\u6210<\/strong>\uff1a\u5b9e\u73b0\u5185\u6838\u5c42\u7684\u6570\u636e\u6e90\u76d1\u63a7\uff0c\u8986\u76d6\u66f4\u5e95\u5c42\u7684\u6027\u80fd\u4e8b\u4ef6\u3002\n<\/li>\n<li><strong>AI\u9a71\u52a8\u7684<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u6839\u56e0\u5206\u6790<\/a><\/strong>\uff1a\u57fa\u4e8e\u5386\u53f2\u6570\u636e\u8bad\u7ec3\u6a21\u578b\uff0c\u81ea\u52a8\u5173\u8054\u591a\u6570\u636e\u6e90\u5f02\u5e38\u3002\n<\/li>\n<li><strong>\u591a\u4e91\u73af\u5883\u9002\u914d<\/strong>\uff1a\u589e\u5f3a\u5bf9\u4e91\u539f\u751f\u6570\u636e\u5e93\uff08\u5982AWS Aurora\u3001Azure Cosmos DB\uff09\u7684\u539f\u751f\u652f\u6301\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u524d\u8a00 \u5728\u5f53\u4eca\u7684\u5206\u5e03\u5f0f\u7cfb\u7edf\u67b6\u6784\u4e2d\uff0c\u5e94\u7528\u670d\u52a1\u7684\u590d\u6742\u6027\u5448\u6307\u6570\u7ea7\u589e\u957f\u3002\u4ece\u4f20\u7edf\u5355\u4f53\u67b6\u6784\u5230\u5fae\u670d\u52a1\u3001\u4e91\u539f\u751f\u67b6\u6784\u7684\u6f14\u8fdb\uff0c\u7cfb\u7edf\u9700\u8981\u5bf9\u63a5\u7684\u6570\u636e\u5e93\u3001\u6d88\u606f\u961f\u5217\u3001\u7f13\u5b58\u7b49\u6570\u636e\u6e90\u7c7b\u578b\u4e5f\u65e5\u76ca\u591a\u6837\u5316\u3002\u5982\u4f55\u9ad8\u6548\u76d1\u63a7\u8fd9\u4e9b\u5f02\u6784\u6570\u636e\u6e90\u7684\u6027\u80fd\u4e0e\u5065\u5eb7\u72b6\u6001\uff0c\u6210\u4e3a\u4fdd\u969c\u4e1a\u52a1\u7a33\u5b9a\u6027\u7684\u5173\u952e\u6311\u6218\u3002SkyWalking\uff0c\u4f5c\u4e3a\u4e00\u6b3e\u5f00\u6e90\u7684\u5206\u5e03\u5f0f\u7cfb\u7edf\u76d1\u63a7\u4e0e\u8bca\u65ad\u5de5\u5177\uff0c\u51ed\u501f\u5176\u7075\u6d3b\u7684\u63d2\u4ef6\u5316\u67b6\u6784\u548c\u5f00\u653e\u7684\u8bbe\u8ba1\u7406\u5ff5\uff0c\u4e3a\u591a\u6570\u636e\u6e90\u76d1\u63a7\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u652f\u6301\u3002\u672c\u6587\u5c06\u6df1\u5165\u63a2\u8ba8SkyWalking\u5982\u4f55\u901a\u8fc7\u6280\u672f\u624b\u6bb5\u5b9e\u73b0\u591a\u6570\u636e\u6e90\u7684\u65e0\u7f1d\u76d1\u63a7\uff0c\u5e76\u89e3\u6790\u5176\u5728\u590d\u6742\u73af\u5883\u4e2d\u7684\u5b9e\u9645\u5e94\u7528\u4ef7\u503c\u3002 \u4e00\u3001\u591a\u6570\u636e\u6e90\u76d1\u63a7\uff1a\u73b0\u4ee3\u7cfb\u7edf\u7684\u6838\u5fc3\u9700\u6c42 \u968f\u7740\u4f01\u4e1a\u6570\u5b57\u5316\u8f6c\u578b\u7684\u6df1\u5165\uff0c\u5355\u4e00\u6570\u636e\u6e90\u5df2\u65e0\u6cd5\u6ee1\u8db3\u4e1a\u52a1\u9700\u6c42\u3002\u4e00\u4e2a\u5178\u578b\u7684\u5fae\u670d\u52a1\u7cfb\u7edf\u53ef\u80fd\u540c\u65f6\u4f9d\u8d56\u4ee5\u4e0b\u6570\u636e\u6e90\uff1a \u5173\u7cfb\u578b\u6570\u636e\u5e93\uff08\u5982MySQL\u3001PostgreSQL\uff09 NoSQL\u6570\u636e\u5e93\uff08\u5982MongoDB\u3001Redis\uff09 \u6d88\u606f\u961f\u5217\uff08\u5982Kafka\u3001RocketMQ\uff09 \u5927\u6570\u636e\u7ec4\u4ef6\uff08\u5982Elasticsearch\u3001HBase\uff09 \u8fd9\u4e9b\u6570\u636e\u6e90\u7684\u6027\u80fd\u74f6\u9888\u6216\u5f02\u5e38\u4f1a\u76f4\u63a5\u5f71\u54cd\u7528\u6237\u4f53\u9a8c\uff0c\u751a\u81f3\u5bfc\u81f4\u4e1a\u52a1\u4e2d\u65ad\u3002\u4f8b\u5982\uff0c\u4e00\u6b21\u6570\u636e\u5e93\u8fde\u63a5\u6c60\u8017\u5c3d\u53ef\u80fd\u5f15\u53d1\u8fde\u9501\u6027\u670d\u52a1\u8d85\u65f6\uff0c\u800c\u7f13\u5b58\u51fb\u7a7f\u53ef\u80fd\u77ac\u95f4\u538b\u57ae\u540e\u7aef\u7cfb\u7edf\u3002\u591a\u6570\u636e\u6e90\u76d1\u63a7\u7684\u6838\u5fc3\u76ee\u6807\uff0c\u6b63\u662f\u901a\u8fc7\u5b9e\u65f6\u91c7\u96c6\u3001\u5206\u6790\u548c\u544a\u8b66\uff0c\u786e\u4fdd\u6bcf\u4e2a\u6570\u636e\u6e90\u7684\u5065\u5eb7\u72b6\u6001\u53ef\u89c6\u3001\u53ef\u63a7\u3002 \u4e8c\u3001SkyWalking \u7684\u76d1\u63a7\u67b6\u6784\u4e0e\u6269\u5c55\u80fd\u529b SkyWalking \u7684\u8bbe\u8ba1\u54f2\u5b66\u662f\u201c\u53ef\u89c2\u6d4b\u6027\u5373\u670d\u52a1\u201d\uff0c\u5176\u6838\u5fc3\u67b6\u6784\u5206\u4e3a\u56db\u4e2a\u5c42\u6b21\uff1a \u63a2\u9488\uff08Probe\uff09\uff1a\u901a\u8fc7Java Agent\u3001Service Mesh\u7b49\u591a\u79cd\u65b9\u5f0f\u65e0\u4fb5\u5165\u5f0f\u91c7\u96c6\u6570\u636e\u3002 OAP\uff08Observability Analysis Platform\uff09\uff1a\u8d1f\u8d23\u6570\u636e\u805a\u5408\u3001\u5206\u6790\u4e0e\u5b58\u50a8\u3002 \u5b58\u50a8\u5c42\uff1a\u652f\u6301Elasticsearch\u3001MySQL\u3001TiDB\u7b49\u591a\u79cd\u5b58\u50a8\u540e\u7aef\u3002 UI\uff1a\u63d0\u4f9b\u53ef\u89c6\u5316\u4eea\u8868\u76d8\u4e0e\u544a\u8b66\u914d\u7f6e\u3002 \u63d2\u4ef6\u5316\u673a\u5236\u662fSkyWalking\u652f\u6301\u591a\u6570\u636e\u6e90\u7684\u57fa\u77f3\u3002\u901a\u8fc7\u5f00\u53d1\u6216\u542f\u7528\u4e0d\u540c\u7684\u63d2\u4ef6\uff0cSkyWalking\u53ef\u4ee5\u81ea\u52a8\u8bc6\u522b\u5e76\u76d1\u63a7\u5404\u7c7b\u6570\u636e\u6e90\u3002\u4f8b\u5982\uff1a Database Monitoring\uff1a\u901a\u8fc7JDBC\u63d2\u4ef6\u6355\u83b7SQL\u6267\u884c\u8017\u65f6\u3001\u9519\u8bef\u7387\u3001\u6162\u67e5\u8be2\u7b49\u6307\u6807\u3002 Redis\u76d1\u63a7\uff1a\u57fa\u4e8eLettuce\u6216Jedis\u5ba2\u6237\u7aef\u96c6\u6210\uff0c\u8ffd\u8e2a\u547d\u4ee4\u6267\u884c\u4e0e\u8fde\u63a5\u6c60\u72b6\u6001\u3002 \u6d88\u606f\u961f\u5217\u76d1\u63a7\uff1a\u652f\u6301Kafka\u751f\u4ea7\/\u6d88\u8d39\u5ef6\u65f6\u3001\u541e\u5410\u91cf\u7b49\u6307\u6807\u7684\u91c7\u96c6\u3002 \u8fd9\u79cd\u8bbe\u8ba1\u4f7f\u5f97SkyWalking\u80fd\u591f\u4ee5\u7edf\u4e00\u7684\u65b9\u5f0f\u5bf9\u63a5\u5f02\u6784\u6570\u636e\u6e90\uff0c\u65e0\u9700\u4e3a\u6bcf\u79cd\u6570\u636e\u6e90\u5355\u72ec\u90e8\u7f72\u76d1\u63a7\u7cfb\u7edf\u3002 \u4e09\u3001\u591a\u6570\u636e\u6e90\u76d1\u63a7\u7684\u6280\u672f\u5b9e\u73b0\u7ec6\u8282 1. \u6570\u636e\u91c7\u96c6\uff1a\u65e0\u4fb5\u5165\u4e0e\u6df1\u5ea6\u96c6\u6210\u5e76\u5b58 SkyWalking \u7684\u76d1\u63a7\u80fd\u529b\u4f9d\u8d56\u4e8e\u4e24\u7c7b\u6570\u636e\u91c7\u96c6\u65b9\u5f0f\uff1a \u65e0\u4fb5\u5165\u5f0f\u8ffd\u8e2a\uff1a\u901a\u8fc7Java 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