{"id":10756,"date":"2024-09-20T17:41:28","date_gmt":"2024-09-20T09:41:28","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=10756"},"modified":"2024-09-20T17:41:28","modified_gmt":"2024-09-20T09:41:28","slug":"%e4%ba%91%e6%9d%89%e7%bd%91%e7%bb%9c-deepflow-%e5%bf%85%e7%a4%bariskseer%e5%ba%94%e7%94%a8%e6%80%a7%e8%83%bd%e6%99%ba%e8%83%bd%e7%9b%91%e6%8e%a7%e9%a2%84%e8%ad%a6%e6%96%b9%e6%a1%88","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/10756.html","title":{"rendered":"\u4e91\u6749\u7f51\u7edc DeepFlow &amp;\u5fc5\u793aRiskSeer\u5e94\u7528\u6027\u80fd\u667a\u80fd\u76d1\u63a7\u9884\u8b66\u65b9\u6848"},"content":{"rendered":"\n\t\t\t\t<![CDATA[\n<p>\u968f\u7740\u4e91\u539f\u751f\u6280\u672f\u7684\u5e7f\u6cdb\u5e94\u7528\uff0c\u793e\u4f1a\u6570\u5b57\u5316\u5feb\u901f\u53d1\u5c55\uff0c\u653f\u5e9c\u3001\u91d1\u878d\u3001\u901a\u4fe1\u3001\u7535\u529b\u3001\u5236\u9020\u3001\u6d88\u8d39\u7b49\u5404\u884c\u5404\u4e1a\u6b63\u5728\u4e0d\u65ad\u7684\u88ab\u6570\u5b57\u5316\u3001\u667a\u80fd\u5316\u6539\u53d8\uff0c\u6d8c\u73b0\u51fa\u8d8a\u6765\u8d8a\u591a\u7684\u5927\u578b\u3001\u8d85\u5927\u578b IT \u4e1a\u52a1\u3002\u968f\u4e4b\u800c\u6765\u7684\u662f IT \u4e1a\u52a1\u7cfb\u7edf\u7684\u590d\u6742\u5ea6\u8d8a\u6765\u8d8a\u9ad8\uff0c\u5f00\u53d1\u8fed\u4ee3\u901f\u5ea6\u8d8a\u6765\u8d8a\u5feb\uff0c\u7cfb\u7edf\u89c4\u6a21\u8d8a\u6765\u8d8a\u5927\uff0c\u8fd0\u884c\u98ce\u9669\u8d8a\u6765\u8d8a\u9ad8\uff0c\u800c\u4e1a\u52a1\u6296\u52a8\u3001\u4e1a\u52a1\u6545\u969c\u7684\u7ecf\u6d4e\u5f71\u54cd\u3001\u793e\u4f1a\u5f71\u54cd\u4e5f\u8d8a\u6765\u8d8a\u5e7f\u6cdb\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2024\/09\/image1-1024x499.jpeg\" alt=\"\" class=\"wp-image-10764\"\/><\/figure>\n\n\n\n<p>\u4e3a\u4e86\u5e94\u5bf9\u65b0\u7684 IT \u751f\u4ea7\u529b\u5e26\u6765\u7684\u4e1a\u52a1\u4fdd\u969c\u80fd\u529b\u7684\u6311\u6218\uff0c\u53ef\u89c2\u6d4b\u6027\u6280\u672f\u5feb\u901f\u53d1\u5c55\u548c\u6210\u719f\uff0c\u6210\u4e3a\u4e91\u539f\u751f\u65f6\u4ee3\u516c\u8ba4\u7684\u8fd0\u7ef4\u6280\u672f\u6f14\u8fdb\u65b9\u5411\uff0c\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u4e5f\u6210\u4e3a IT \u4f01\u4e1a\u7684\u5fc5\u5907\u9009\u9879\u3002<\/p>\n\n\n\n<p>\u53ef\u89c2\u6d4b\u6027\u6280\u672f\u4ece\u6570\u636e\u51fa\u53d1\uff0c\u81f4\u529b\u4e8e\u63d0\u5347 IT \u7cfb\u7edf\u7684\u53ef\u89c2\u5bdf\u6027\u3001\u53ef\u7ef4\u62a4\u6027\u548c\u8fd0\u884c\u53ef\u9760\u6027\uff0c\u901a\u8fc7\u65b0\u7684\u6570\u636e\u91c7\u96c6\u3001\u6570\u636e\u5904\u7406\u3001\u6570\u636e\u5b58\u50a8\u6280\u672f\u6253\u901a\u6570\u636e\u5b64\u5c9b\uff0c\u5f62\u6210\u767e\u500d\u3001\u5343\u500d\u4e8e\u4e0a\u4e00\u4ee3\u76d1\u63a7\u65f6\u4ee3\u7684\u6570\u636e\u4f53\u91cf\uff0c\u4ea7\u751f\u4e86 IT \u8fd0\u7ef4\u7684\u201c\u6570\u636e\u5927\u7206\u70b8\u201d\u3002\u540c\u65f6\u4f34\u968f\u7740\u673a\u5668\u5b66\u4e60\u3001\u795e\u7ecf\u7f51\u7edc\u3001\u5927\u6a21\u578b\u7b49 AI \u6280\u672f\u7684\u4e0d\u65ad\u7206\u53d1\uff0c\u4f7f\u7528 AI \u6280\u672f\u5bf9\u201c\u6570\u636e\u5927\u7206\u70b8\u201d\u4ea7\u751f\u7684\u53ef\u89c2\u6d4b\u6027\u6570\u636e\u8fdb\u884c\u667a\u80fd\u5206\u6790\uff0c\u9010\u6b65\u843d\u5730\u8fd0\u7ef4\u667a\u80fd\u5316\u5c06\u8fdb\u4e00\u6b65\u6539\u53d8 IT \u8fd0\u7ef4\uff0c\u5e76\u6700\u7ec8\u5b9e\u73b0\u7aef\u5230\u7aef\u7684 AI \u8fd0\u7ef4\u4fdd\u969c\u80fd\u529b\u3002<\/p>\n\n\n\n<p>\u901a\u8fc7\u5728<strong>OpenAIOps \u793e\u533a<\/strong>\u57fa\u4e8eAIOps Live &nbsp;Benchmark\uff1ahttps:\/\/www.aiops.cn\/aiops-live-benchmark&nbsp;<strong>\u8fdb\u884c\u5145\u5206\u9a8c\u8bc1<\/strong>\uff0c\u4e91\u6749\u7f51\u7edc\u4e0e\u5fc5\u793a\u79d1\u6280\u643a\u624b\u8054\u5408\u53d1\u5e03\u5e94\u7528\u6027\u80fd\u667a\u80fd\u76d1\u63a7\u9884\u8b66\u65b9\u6848\uff0c\u878d\u5408\u4e91\u6749\u7f51\u7edc DeepFlow \u4ea7\u54c1\u5728\u53ef\u89c2\u6d4b\u6027\u3001\u5fc5\u793a\u79d1\u6280 RiskSeer \u4ea7\u54c1\u5728\u8fd0\u7ef4\u6570\u636e AI \u5206\u6790\u7684\u6df1\u539a\u6280\u672f\u79ef\u6dc0\uff0c\u5b9e\u73b0 IT \u7cfb\u7edf\u9ad8\u8d28\u91cf\u3001\u9ad8\u6027\u80fd\u3001\u5168\u6808\u7684\u53ef\u89c2\u6d4b\u6570\u636e\u91c7\u96c6\u3001\u667a\u80fd\u76d1\u63a7\u548c\u667a\u80fd\u5206\u6790\uff0c\u5168\u9762\u63d0\u5347\u4e91\u539f\u751f\u7cfb\u7edf\u7684\u53ef\u89c2\u6d4b\u548c\u667a\u80fd\u5316\u8fd0\u7ef4\u80fd\u529b\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>PART.01 \u65b9\u6848\u67b6\u6784\ufeff<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2024\/09\/image2-1024x398.jpg\" alt=\"\" class=\"wp-image-10771\"\/><\/figure>\n\n\n\n<p>\u4e91\u6749\u7f51\u7edc DeepFlow \u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\uff0c\u4ee5 eBPF \u96f6\u4fb5\u6270\uff08Zero Code\uff09\u89c2\u6d4b\u6570\u636e\u91c7\u96c6\u6280\u672f\u5b9e\u73b0\u7684\u5206\u5e03\u5f0f\u8ffd\u8e2a\u6570\u636e\u3001\u5e94\u7528\u8c03\u7528\u6027\u80fd\u6570\u636e\u3001\u51fd\u6570\u5256\u6790\u6570\u636e\u4e3a\u6838\u5fc3\uff0c\u4ee5\u667a\u80fd\u6807\u7b7e\uff08SmartEncoding\uff09\u6280\u672f\u5b9e\u73b0\u7684\u89c2\u6d4b\u4fe1\u53f7\u9ad8\u6027\u80fd\u5173\u8054\u548c\u5b58\u53d6\u4e3a\u652f\u6491\uff0c\u4ee5\u89c2\u6d4b\u6570\u636e Sink \u63a5\u53e3\u5b9e\u73b0\u7684\u89c2\u6d4b\u6570\u636e Pipeline \u4e3a\u8865\u5145\uff0c<strong>\u9762\u5411\u590d\u6742\u7684\u4e91\u57fa\u7840\u8bbe\u65bd\u53ca\u4e91\u539f\u751f\u5e94\u7528\uff0c\u5b9e\u73b0\u4e86\u5168\u6808\u3001\u5168\u94fe\u8def\u7684\u5206\u5e03\u5f0f\u8ffd\u8e2a\u3001\u5e94\u7528\u6027\u80fd\u6307\u6807\u5206\u6790\u3001TCP \u6027\u80fd\u6307\u6807\u5206\u6790\u3001\u6301\u7eed\u6027\u80fd\u5256\u6790\u3001\u7f51\u7edc\u6d41\u56de\u6eaf<\/strong>\u7b49\u4e00\u7cfb\u5217\u7684\u6df1\u5ea6\u89c2\u6d4b\u80fd\u529b\u3002\u5e73\u53f0\u901a\u8fc7\u9ad8\u6027\u80fd\u3001\u9ad8\u8d28\u91cf\u7684\u6570\u636e\u91c7\u96c6\u548c\u5f00\u653e\u7684\u6570\u636e\u6c47\u5165\uff0c\u5f62\u6210\u4e86\u6c47\u805a Metrics\u3001Trace\u3001Logging\u3001Profiling\u3001Events \u7b49\u89c2\u6d4b\u4fe1\u53f7\u7684\u53ef\u89c2\u6d4b\u6027\u6570\u636e\u6e56\uff0c\u6e56\u5185\u7684\u5404\u7c7b\u89c2\u6d4b\u4fe1\u53f7\u6570\u636e\u901a\u8fc7\u81ea\u52a8\u6ce8\u5165\u7684\u6807\u7b7e\uff08\u8d44\u6e90\u6807\u7b7e\u3001\u4e1a\u52a1\u6807\u7b7e\uff09\u9ad8\u5ea6\u5173\u8054\u5e76\u5bcc\u542b\u4e0a\u4e0b\u6587\u4fe1\u606f\u3002<\/p>\n\n\n\n<p>\u5fc5\u793a\u79d1\u6280 RiskSeer \u4ea7\u54c1\u57fa\u4e8e\u5927\u6570\u636e\u6280\u672f\u548c\u65f6\u5e8f\u57fa\u7840\u6a21\u578b\uff0c\u9762\u5411\u65f6\u5e8f\u6570\u636e\u63d0\u4f9b\u57fa\u4e8e\u667a\u80fd\u52a8\u6001\u57fa\u7ebf\u7684\u6307\u6807\u76d1\u63a7\u9884\u8b66\u80fd\u529b\uff0c\u5728\u8d8b\u52bf\u9884\u6d4b\u65b9\u9762\u79ef\u7d2f\u4e86\u4e30\u5bcc\u7684\u6570\u636e\u6837\u672c\u548c\u6a21\u578b\u7b97\u6cd5\u53c2\u6570\uff0c\u5177\u6709<strong>\u6a21\u578b\u7b97\u6cd5\u901a\u7528\u6027\u5f3a\u3001\u5904\u7406\u6027\u80fd\u9ad8\u3001\u6297\u6570\u636e\u566a\u97f3\u3001\u6297\u6570\u636e\u7f3a\u635f\u3001\u975e\u5468\u671f\u53d8\u5316\u81ea\u9002\u5e94\u3001\u5468\u671f\u6f02\u79fb\u81ea\u9002\u5e94<\/strong>\u7b49\u8bf8\u591a\u4f18\u5f02\u7684\u667a\u80fd\u7279\u6027\uff0c\u5e2e\u52a9\u7528\u6237\u53ca\u65f6\u51c6\u786e\u7684\u53d1\u73b0\u7cfb\u7edf\u8fd0\u884c\u5f02\u5e38\u3001\u4e3b\u52a8\u6d88\u9664\u6f5c\u5728\u98ce\u9669\uff0c\u6301\u7eed\u63d0\u5347\u4e1a\u52a1\u8fd0\u884c\u5065\u5eb7\u72b6\u6001\u3002<\/p>\n\n\n\n<p>DeepFlow \u4e0e RiskSeer \u7ed3\u5408\uff0c\u7528\u6570\u636e\u52a0 AI\uff0c\u6784\u5efa\u57fa\u4e8e\u53ef\u89c2\u6d4b\u6027\u6570\u636e\u7684\u5e94\u7528\u6027\u80fd\u667a\u80fd\u76d1\u63a7\u9884\u8b66\u65b9\u6848\uff0c\u4ece\u89c2\u6d4b\u6570\u636e\u91c7\u96c6\u5230 AI \u667a\u80fd\u5206\u6790\u5f62\u6210\u5b8c\u6574\u95ed\u73af\uff0c\u6784\u5efa IT \u7cfb\u7edf\u667a\u80fd\u8fd0\u7ef4\u7684\u65b0\u9ad8\u5ea6\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>PART.02 DeepFlow \u53ef\u89c2\u6d4b\u6027\u6570\u636e\u91c7\u96c6<\/strong><\/h2>\n\n\n\n<p><br \/>DeepFlow \u901a\u8fc7 eBPF \u6280\u672f\u7528\u96f6\u4fb5\u6270\u7684\u65b9\u5f0f\u4e3a\u7528\u6237\u5e26\u6765\u5168\u94fe\u8def\u3001\u5168\u6808\u3001Request \u9897\u7c92\u5ea6\u7684\u89c2\u6d4b\u6570\u636e\uff0c\u4e3a\u4f01\u4e1a IT \u7cfb\u7edf\u7684\u89c2\u6d4b\u5e7f\u5ea6\u3001\u6df1\u5ea6\u3001\u7cbe\u7ec6\u5ea6\uff0c\u4ee5\u53ca\u8fd0\u7ef4\u6548\u7387\u5e26\u6765\u9769\u547d\u6027\u53d8\u5316\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u96f6\u4fb5\u6270<\/strong><\/h3>\n\n\n\n<p>DeepFlow Agent \u65e0\u9700\u5411\u5e94\u7528\u4e2d\u63d2\u5165\u6216\u6539\u5199\u4ee3\u7801\uff08Zero-Code\uff09\uff0c\u65e0\u9700\u91cd\u542f\u5e94\u7528\uff08Zero-Reset\uff09\uff0c\u65e0\u9700\u4fee\u6539\u5e94\u7528\u914d\u7f6e\uff08Zero-Configure\uff09\uff0c\u5373\u53ef\u5bf9\u5e94\u7528\u70ed\u52a0\u8f7d\u89c2\u6d4b\u6570\u636e\u7684\u83b7\u53d6\u80fd\u529b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u5168\u94fe\u8def<\/strong><\/h3>\n\n\n\n<p>\u9664 Java \u5e94\u7528\u7a0b\u5e8f\u4e4b\u5916\uff0cGolang\u3001C\/C++\u3001Pathyon\u3001Rust \u7b49\u8bed\u8a00\u7684\u5e94\u7528\u5747\u96be\u4ee5\u63d2\u7801\u8ffd\u8e2a\uff0cDNS\u3001Redis\u3001MQ\u3001API Gateway \u7b49\u5e73\u53f0\u670d\u52a1\u4e5f\u65e0\u6cd5\u63d2\u7801\u8ffd\u8e2a\uff0c\u800c DeepFlow \u4f7f\u7528 eBPF \u6280\u672f\u5c06\u8ffd\u8e2a\u80fd\u529b\u6269\u5c55\u5230\u4e86 Java \u5e94\u7528\u4e4b\u5916\u7684\u5e7f\u6cdb\u76f2\u533a\uff0c\u5f62\u6210\u66f4\u52a0\u5b8c\u6574\u7684\u5168\u94fe\u8def\u8ffd\u8e2a\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"> <strong>\u5168\u6808<\/strong><\/h3>\n\n\n\n<p>\u4f20\u7edf\u7684 APM \u6280\u672f\u805a\u7126\u4e8e\u5e94\u7528\u7a0b\u5e8f\u7684\u89c2\u6d4b\uff0c\u800c DeepFlow \u4e0d\u4ec5\u5177\u5907\u5bf9\u5e94\u7528\u7a0b\u5e8f\u7684\u89c2\u6d4b\u80fd\u529b\uff0c\u8fd8\u5c06\u89c2\u6d4b\u80fd\u529b\u5ef6\u4f38\u5230\u64cd\u4f5c\u7cfb\u7edf\u3001\u5bb9\u5668\u96c6\u7fa4\u3001\u4e91\u3001\u7269\u7406\u7f51\u7edc\uff0c\u6bcf\u4e00\u6b21\u5e94\u7528\u8bf7\u6c42\u5728\u57fa\u7840\u8bbe\u65bd\u4e2d\u5168\u8fc7\u7a0b\u7684\u6027\u80fd\u3001\u8d28\u91cf\u5f97\u4ee5\u5168\u9762\u6d1e\u5bdf\uff0c<strong>\u4ece\u800c\u6253\u901a\u5e94\u7528\u3001\u7cfb\u7edf\u3001\u7f51\u7edc\u7684\u8fd0\u7ef4\u9e3f\u6c9f<\/strong>\uff0c\u4f7f\u80fd\u5404\u4e2a\u6280\u672f\u6808\u7edf\u4e00\u9762\u5411\u4e1a\u52a1\u8fd0\u7ef4\uff0c<strong>\u6784\u5efa\u4f01\u4e1a IT \u5e94\u7528\u7cfb\u7edf\u5168\u6808\u3001\u7edf\u4e00\u7684\u89c2\u6d4b\u8fd0\u7ef4\u4f53\u7cfb\u3002<\/strong><br \/><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2024\/09\/image3-1024x675.jpeg\" alt=\"\" class=\"wp-image-10787\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Request \u9897\u7c92\u5ea6<\/strong><\/h3>\n\n\n\n<p>DeepFlow \u4e3a IT \u7cfb\u7edf\u5e26\u6765\u4e86<strong>\u9ad8\u6027\u80fd\u3001\u65e0\u62bd\u6837\u7684\u8ffd\u8e2a\u80fd\u529b<\/strong>\u548c&nbsp;<strong>Request \u9897\u7c92\u5ea6\u7684\u6027\u80fd\u6307\u6807\u83b7\u53d6\u80fd\u529b<\/strong>\u3002\u5728 DeepFlow \u5e73\u53f0\u53ef\u4ee5\u89c2\u6d4b\u4efb\u610f\u4e00\u6b21 Request \u5728\u5168\u6808\u3001\u5168\u94fe\u8def\u7684\u5168\u8fc7\u7a0b\uff0c\u4ee5\u53ca\u6bcf\u4e00\u4e2a\u8fc7\u7a0b\u4f4d\u7f6e\u7684\u6027\u80fd\u6570\u636e\u3002IT \u7cfb\u7edf\u4e2d\u7684\u5468\u671f\u6027\u8bf7\u6c42\u5f02\u5e38\uff0c\u65e0\u89c4\u5f8b\u8bf7\u6c42\u5f02\u5e38\u3001\u5076\u53d1\u6027\u8bf7\u6c42\u5f02\u5e38\u3001\u5927\u89c4\u6a21\u8bf7\u6c42\u5f02\u5e38\u3001\u5355\u6b21\u8bf7\u6c42\u5f02\u5e38\uff0c\u5728 Request \u9897\u7c92\u5ea6\u7684\u89c2\u6d4b\u80fd\u529b\u4e4b\u4e0b\u5747\u53ef\u4ee5\u5168\u65b9\u4f4d\u6d1e\u5bdf\uff0c\u9632\u5fae\u675c\u6e10\u3001\u9632\u60a3\u672a\u7136\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>PART.03 RiskSeer \u6307\u6807\u667a\u80fd\u76d1\u63a7\u9884\u8b66<\/strong><\/h2>\n\n\n\n<p>RiskSeer \u6307\u6807\u667a\u80fd\u76d1\u63a7\u9884\u8b66\u7cfb\u7edf\u901a\u8fc7\u667a\u80fd\u57fa\u7ebf\u7b97\u6cd5\u5206\u6790\u6570\u636e\u7684\u5185\u5728\u89c4\u5f8b\uff0c\u5e76\u5b9e\u65f6\u9884\u6d4b\u6307\u6807\u4e0a\u4e0b\u754c\u9608\u503c\uff0c\u8bc6\u522b\u4e1a\u52a1\u6307\u6807\u8d8b\u52bf\u7684\u53cd\u5e38\u53d8\u5316\uff0c\u4ece\u800c\u68c0\u6d4b\u8d85\u51fa\u89c4\u5f8b\u4e4b\u5916\u7684\u6307\u6807\u5f02\u5e38\u5e76\u53ca\u65f6\u9884\u8b66\uff0c\u5e2e\u52a9\u7528\u6237\u53ca\u65e9\u53d1\u73b0\u95ee\u9898\u98ce\u9669\uff0c\u7f29\u77ed\u6545\u969c\u53d1\u73b0\u4e0e\u6062\u590d\u65f6\u95f4\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>01| \u667a\u80fd\u8bc6\u522b\u591a\u7c7b\u578b\u5f02\u5e38<\/strong><\/h3>\n\n\n\n<p>RiskSeer \u6307\u6807\u667a\u80fd\u76d1\u63a7\u652f\u6301\u591a\u79cd\u5f02\u5e38\u7c7b\u578b\u7684\u81ea\u52a8\u8bc6\u522b\u548c\u76d1\u6d4b\uff0c\u5305\u62ec\uff1a<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u68c0\u6d4b\u5468\u671f\u6027\u6570\u636e\u7684\u5f02\u5e38<\/strong><\/h4>\n\n\n\n<p>\u57fa\u4e8e\u6570\u636e\u7684\u5468\u671f\u6027\u7279\u5f81\uff0c\u68c0\u6d4b\u51fa\u6f5c\u5728\u5f02\u5e38\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0b\u56fe\u4e2d\u7684\u573a\u666f\u4e3a\u4f8b\uff0c\u56fe\u4e2d\u7684\u6570\u636e\u8868\u73b0\u51fa\u660e\u663e\u7684\u5468\u671f\u6027\u6ce2\u52a8\uff0cRiskSeer \u901a\u8fc7\u5206\u6790\u8fd9\u4e9b\u5468\u671f\u6027\u7279\u5f81\uff0c\u667a\u80fd\u8bc6\u522b\u51fa\u504f\u79bb\u6b63\u5e38\u6ce2\u52a8\u8303\u56f4\u7684\u5f02\u5e38\u6570\u636e\u70b9\uff0c\u4ece\u800c\u5b9e\u73b0\u66f4\u51c6\u786e\u7684\u5b9e\u65f6\u9884\u8b66\u548c\u76d1\u63a7\uff0c\u786e\u4fdd\u7cfb\u7edf\u5728\u5468\u671f\u6027\u6570\u636e\u573a\u666f\u4e0b\u7684\u5f02\u5e38\u68c0\u6d4b\u66f4\u52a0\u7cbe\u51c6\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2024\/09\/image4.jpeg\" alt=\"\" class=\"wp-image-10794\"\/><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u68c0\u6d4b\u5408\u7406\u8303\u56f4\u5185\u7684\u7a81\u53d8\u5f02\u5e38<\/strong><\/h4>\n\n\n\n<p>\u80fd\u591f\u68c0\u6d4b\u5230\u6570\u636e\u5728\u5408\u7406\u6ce2\u52a8\u8303\u56f4\u5185\u7684\u7a81\u53d8\u60c5\u51b5\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0b\u56fe\u4e2d\u7684\u573a\u666f\u4e3a\u4f8b\uff0c\u7531\u4e8e\u7f51\u5173\u95ee\u9898\u5bfc\u81f4\u4ea4\u6613\u91cf\u5728\u77ed\u65f6\u95f4\u5185\u53d1\u751f\u4e86\u660e\u663e\u7684\u4e0b\u964d\uff0c\u5c3d\u7ba1\u8fd9\u4e00\u53d8\u5316\u4ecd\u7136\u5728\u6b63\u5e38\u7684\u6ce2\u52a8\u8303\u56f4\u5185\uff0c\u4f46RiskSeer\u51ed\u501f\u5176\u667a\u80fd\u5f02\u5e38\u68c0\u6d4b\u80fd\u529b\uff0c\u6210\u529f\u8bc6\u522b\u51fa\u4e86\u8fd9\u4e00\u6f5c\u5728\u7684\u98ce\u9669\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2024\/09\/image5.jpeg\" alt=\"\" class=\"wp-image-10798\"\/><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>&nbsp;<\/strong><strong>\u81ea\u52a8\u8bc6\u522b\u65e0\u89c4\u5f8b\u6307\u6807<\/strong><\/h4>\n\n\n\n<p>\u80fd\u591f\u81ea\u52a8\u8bc6\u522b\u51fa\u6570\u636e\u4e2d\u65e0\u89c4\u5f8b\u7684\u6307\u6807\u53d8\u5316\u60c5\u51b5\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0b\u56fe\u4e2d\u7684\u573a\u666f\u4e3a\u4f8b\uff0c\u7cfb\u7edf\u5728\u9762\u5bf9\u5927\u91cf\u65e0\u56fa\u5b9a\u6a21\u5f0f\u7684\u6307\u6807\u65f6\uff0c\u51ed\u501f\u5176\u5148\u8fdb\u7684\u8bc6\u522b\u7b97\u6cd5\uff0c\u81ea\u52a8\u9002\u5e94\u65e0\u89c4\u5f8b\u7684\u60c5\u51b5\uff0c\u81ea\u52a8\u8c03\u6574\u9884\u8b66\u9608\u503c\uff0c\u4ece\u800c\u51c6\u786e\u5730\u6355\u6349\u5230\u6f5c\u5728\u7684\u5f02\u5e38\u4e8b\u4ef6\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2024\/09\/image6.jpeg\" alt=\"\" class=\"wp-image-10799\"\/><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u68c0\u6d4b\u89c4\u5f8b\u884c\u4e3a\u7f3a\u5931<\/strong><\/h4>\n\n\n\n<p>\u80fd\u591f\u8bc6\u522b\u51fa\u6570\u636e\u4e2d\u539f\u672c\u89c4\u5f8b\u6027\u884c\u4e3a\u7684\u7f3a\u5931\u60c5\u51b5\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0b\u56fe\u4e2d\u7684\u573a\u666f\u4e3a\u4f8b\uff0c\u7cfb\u7edf\u901a\u8fc7\u5bf9\u5386\u53f2\u6570\u636e\u7684\u5206\u6790\uff0c\u8bc6\u522b\u51fa\u67d0\u4e00\u7279\u5b9a\u65f6\u95f4\u6bb5\u5185\u539f\u672c\u5e94\u5f53\u51fa\u73b0\u7684\u89c4\u5f8b\u884c\u4e3a\u672a\u80fd\u5982\u671f\u53d1\u751f\u3002\u8fd9\u79cd\u7f3a\u5931\u53ef\u80fd\u9884\u793a\u7740\u6f5c\u5728\u7684\u5f02\u5e38\u6216\u7cfb\u7edf\u6545\u969c\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2024\/09\/image7.png\" alt=\"\" class=\"wp-image-10800\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>02| \u81ea\u9002\u5e94\u590d\u6742\u73af\u5883<\/strong><\/h3>\n\n\n\n<p>\u7531\u4e8e IT \u5e94\u7528\u7cfb\u7edf\u8fd0\u884c\u8fc7\u7a0b\u4e2d\uff0c\u6027\u80fd\u6307\u6807\u4f1a\u4e0d\u5b9a\u65f6\u53d7\u5230\u4e0d\u786e\u5b9a\u7684\u6279\u91cf\u4efb\u52a1\u5904\u7406\u3001\u4e0d\u786e\u5b9a\u7684\u751f\u4ea7\u751f\u6d3b\u65e5\u671f\u3001\u4e0d\u786e\u5b9a\u7684\u53d8\u66f4\u5347\u7ea7\u3001\u4e0d\u786e\u5b9a\u7684\u6570\u636e\u4e2d\u65ad\u7b49\u968f\u673a\u56e0\u7d20\u7684\u5f71\u54cd\uff0c\u8fdb\u800c\u5f71\u54cd\u9884\u6d4b\u6307\u6807\u7684\u51c6\u786e\u6027\u3002RiskSeer \u901a\u8fc7\u6280\u672f\u79ef\u7d2f\u5177\u5907\u591a\u79cd\u6307\u6807\u7279\u6b8a\u6027\u7684\u667a\u80fd\u81ea\u9002\u5e94\u80fd\u529b\uff0c\u5305\u62ec\uff1a<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u81ea\u9002\u5e94\u65e0\u89c4\u5f8b\u6f02\u79fb<\/strong><\/h4>\n\n\n\n<p>\u5bf9\u89c4\u5f8b\u4e8b\u4ef6\u7684\u53d1\u751f\u65f6\u95f4\u65e0\u89c4\u5f8b\u6f02\u79fb\u60c5\u51b5\u81ea\u9002\u5e94\uff0c\u63d0\u5347\u9884\u8b66\u7cbe\u51c6\u5ea6\u3002\u4ee5\u4e0b\u56fe\u4e2d\u7684\u573a\u666f\u4e3a\u4f8b\uff0c\u7531\u4e8e\u8dd1\u6279\u4e1a\u52a1\u7684\u65f6\u95f4\u4e0d\u56fa\u5b9a\u4ea7\u751f\u4e86\u6307\u6807\u89c4\u5f8b\u4e8b\u4ef6\u7684\u65e0\u89c4\u5f8b\u6f02\u79fb\uff0cRiskSeer \u667a\u80fd\u8bc6\u522b\u5e76\u81ea\u9002\u5e94\u6b64\u7c7b\u60c5\u51b5\uff0c\u4ece\u800c\u66f4\u7cbe\u51c6\u5b9e\u65f6\u9884\u6d4b\u6307\u6807\u4e0a\u4e0b\u754c\u9608\u503c\u7684\u8303\u56f4\u3002<br \/><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2024\/09\/image8.jpeg\" alt=\"\" class=\"wp-image-10804\"\/><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u81ea\u9002\u5e94\u7279\u6b8a\u65e5\u671f<\/strong><\/h4>\n\n\n\n<p>\u901a\u8fc7\u9884\u914d\u7f6e\u7279\u6b8a\u65e5\u671f\uff08\u5468\u672b\u3001\u957f\u5047\u3001\u4ea7\u54c1\u53d1\u5e03\u65e5\u7b49\uff09\uff0c\u81ea\u9002\u5e94\u7279\u6b8a\u65e5\u671f\u4ea7\u751f\u7684\u5408\u7406\u6307\u6807\u91cf\u6ce2\u52a8\uff0c\u63d0\u5347\u9884\u8b66\u7cbe\u51c6\u5ea6\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0b\u56fe\u4e2d\u7684\u573a\u666f\u4e3a\u4f8b\uff0c\u5728\u6625\u8282\u7b49\u957f\u5047\u671f\u4e2d\uff0c\u4e1a\u52a1\u7cfb\u7edf\u7684\u6307\u6807\u91cf\u4f1a\u53d7\u7528\u6237\u4f7f\u7528\u60c5\u51b5\u5f71\u54cd\uff0c\u9010\u6b65\u964d\u4f4e\u6216\u62ac\u5347\uff0cRiskSeer \u80fd\u591f\u57fa\u4e8e\u9884\u8bbe\u7684\u5047\u671f\u8303\u56f4\uff0c\u52a8\u6001\u9884\u6d4b\u6307\u6807\u4e0a\u4e0b\u754c\u9608\u503c\u7684\u8303\u56f4\uff0c\u6d88\u9664\u6f5c\u5728\u7684\u9884\u8b66\u8bef\u62a5\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2024\/09\/image9.jpeg\" alt=\"\" class=\"wp-image-10805\"\/><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u81ea\u9002\u5e94\u6307\u6807\u5267\u53d8<\/strong><\/h4>\n\n\n\n<p>\u9884\u6d4b\u7b97\u6cd5\u80fd\u591f\u5feb\u901f\u81ea\u9002\u5e94\u53d8\u66f4\u6216\u5347\u7ea7\u5bfc\u81f4\u7684\u6307\u6807\u5267\u53d8\uff0c\u964d\u4f4e\u9884\u8b66\u7684\u8bef\u62a5\u7387\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0b\u56fe\u4e2d\u7684\u573a\u666f\u4e3a\u4f8b\uff0c\u56e0\u914d\u7f6e\u53d8\u66f4\uff0c\u4e1a\u52a1\u7cfb\u7edf\u63a5\u5165\u5168\u91cf\u4e1a\u52a1\u540e\u6307\u6807\u91cf\u5267\u70c8\u53d8\u5316\uff0cRiskSeer \u5728\u4e00\u5929\u65f6\u95f4\u5185\u5feb\u901f\u9002\u5e94\u65b0\u7684\u6307\u6807\u6c34\u4f4d\uff0c\u5e76\u5b9e\u65f6\u52a8\u6001\u9884\u6d4b\u6307\u6807\u4e0a\u4e0b\u754c\u9608\u503c\u7684\u8303\u56f4\uff0c\u6d88\u9664\u6f5c\u5728\u7684\u9884\u8b66\u8bef\u62a5\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2024\/09\/image10.jpeg\" alt=\"\" class=\"wp-image-10806\"\/><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u81ea\u9002\u5e94\u6570\u636e\u7f3a\u5931<\/strong><\/h4>\n\n\n\n<p>\u81ea\u52a8\u8bc6\u522b\u5386\u53f2\u6570\u636e\u4e2d\u7684\u7f3a\u5931\u3001\u4e2d\u65ad\uff0c\u5e76\u667a\u80fd\u5bb9\u5fcd\u5176\u4e2d\u7684\u6570\u636e\u7a7a\u767d\u70b9\uff0c\u907f\u514d\u5bf9\u6307\u6807\u4e0a\u4e0b\u754c\u9608\u503c\u7684\u5b9e\u65f6\u9884\u6d4b\u4ea7\u751f\u5f71\u54cd\uff0c\u63d0\u5347\u9884\u8b66\u7cbe\u51c6\u5ea6\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0b\u56fe\u4e2d\u7684\u573a\u666f\u4e3a\u4f8b\uff0c\u56e0\u7f51\u7edc\u53d8\u66f4\u5bfc\u81f4\u76d1\u63a7\u7f3a\u5931\u56db\u4e2a\u5c0f\u65f6\u7684\u6307\u6807\u6570\u636e\uff0c\u76d1\u63a7\u6570\u636e\u6062\u590d\u540e\uff0c\u9884\u6d4b\u7b97\u6cd5\u80fd\u591f\u81ea\u52a8\u6062\u590d\u5bf9\u6307\u6807\u4e0a\u4e0b\u754c\u9608\u503c\u7684\u5b9e\u65f6\u9884\u6d4b\uff0c\u4e14\u9884\u6d4b\u7ed3\u679c\u4e0d\u53d7\u6570\u636e\u7f3a\u5931\u7684\u5f71\u54cd\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2024\/09\/image11.png\" alt=\"\" class=\"wp-image-10810\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>03| \u9ad8\u6027\u80fd\u3001\u9ad8\u7cbe\u51c6\u5ea6<\/strong><br \/><\/h3>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>\u6307\u6807\u68c0\u6d4b\u6027\u80fd\uff1a<\/strong>\u901a\u8fc7\u9ad8\u6027\u80fd\u7684\u667a\u80fd\u5206\u6790\u7b97\u6cd5\uff0cRiskSeer \u5728 8C32G \u7684\u8ba1\u7b97\u8d44\u6e90\u6761\u4ef6\u4e0b\u53ef\u4ee5\u540c\u65f6\u5b8c\u6210\u4e0d\u5c11\u4e8e 4000 \u6761\u6307\u6807\u7684\u5e76\u884c\u667a\u80fd\u5206\u6790\uff0c\u5b9e\u65f6\u52a8\u6001\u751f\u6210\u6307\u6807\u4e0a\u4e0b\u754c\u9608\u503c\u3002<\/li><li><strong>\u6307\u6807\u68c0\u6d4b\u7cbe\u51c6\u5ea6\uff1a<\/strong>\u7ecf\u5b9e\u9645\u9879\u76ee\u6d4b\u7b97\u7684\u6545\u969c\u9884\u8b66\u51c6\u786e\u7387\u4e0d\u4f4e\u4e8e 92%\u3002<\/li><\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>PART.04 \u843d\u5730\u5b9e\u8df5<\/strong><\/h2>\n\n\n\n<p>\u5728 DeepFlow &amp; RiskSeer \u5e94\u7528\u6307\u6807\u667a\u80fd\u76d1\u63a7\u9884\u8b66\u65b9\u6848\u4e2d\uff0cDeepFlow \u5229\u7528\u96f6\u4fb5\u6270\u6280\u672f\u8fdb\u884c\u5e94\u7528\u8c03\u7528\u6307\u6807\u91c7\u96c6\uff0cRiskSeer\u5229\u7528\u5176\u65f6\u5e8f\u667a\u80fd\u6280\u672f\u63d0\u53d6\u6307\u6807\u6570\u636e\u4e2d\u7684\u5386\u53f2\u8d8b\u52bf\u3001\u5386\u53f2\u89c4\u5f8b\uff0c\u5b9e\u65f6\u9884\u6d4b\u6307\u6807\u7684\u4e0a\/\u4e0b\u754c\u9608\u503c\uff0c\u5e76\u5bf9\u8fde\u7eed\u591a\u6b21\u7684\u8d85\u9608\u503c\u4e8b\u4ef6\u8fdb\u884c\u5206\u7ea7\u3001\u5f52\u7c7b\u3001\u9884\u8b66\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2024\/09\/image12-1024x477.jpeg\" alt=\"\" class=\"wp-image-10811\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u6307\u6807\u9009\u53d6<\/strong><\/h3>\n\n\n\n<p>\u5e94\u7528\u8c03\u7528\u7684 RED \u6307\u6807\uff08Rate\u3001Error\u3001Duration\uff09\u662f\u53cd\u6620\u5e94\u7528\u670d\u52a1\u8d28\u91cf\u7684\u5317\u6781\u661f\u6307\u6807\uff0c\u5728\u5e94\u7528\u6307\u6807\u667a\u80fd\u76d1\u63a7\u9884\u8b66\u65b9\u6848\u7684\u843d\u5730\u5b9e\u8df5\u4e2d\u540c\u6837\u9009\u53d6 DeepFlow \u91c7\u96c6\u7684\u5e94\u7528\u8c03\u7528\u7684 RED \u6307\u6807\u6570\u636e\u4f5c\u4e3a RiskSeer \u667a\u80fd\u6307\u6807\u5206\u6790\u3001\u76d1\u6d4b\u9884\u8b66\u7684\u9996\u8981\u76ee\u6807\uff0c\u5176\u4e2d\u6d89\u53ca\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u8bf7\u6c42\u901f\u7387\u2014\u2014\u76d1\u6d4b\u9884\u8b66\u4e1a\u52a1\u8bf7\u6c42\u91cf\u7684\u5f02\u5e38\u53d8\u5316\uff1b<\/li><li>\u54cd\u5e94\u901f\u7387\u2014\u2014\u76d1\u6d4b\u9884\u8b66\u4e1a\u52a1\u54cd\u5e94\u91cf\u7684\u5f02\u5e38\u53d8\u5316\uff1b<\/li><li>\u5ba2\u6237\u7aef\u5f02\u5e38\u6bd4\u4f8b\u2014\u2014\u76d1\u6d4b\u9884\u8b66\u7531\u5ba2\u6237\u7aef\u539f\u56e0\u5bfc\u81f4\u7684\u5e94\u7528\u670d\u52a1\u5931\u8d25\uff1b<\/li><li>\u670d\u52a1\u7aef\u5f02\u5e38\u6bd4\u4f8b\u2014\u2014\u76d1\u6d4b\u9884\u8b66\u7531\u670d\u52a1\u7aef\u539f\u56e0\u5bfc\u81f4\u7684\u5e94\u7528\u670d\u52a1\u5931\u8d25\uff1b<\/li><li>\u5e73\u5747\u65f6\u5ef6\u2014\u2014\u76d1\u6d4b\u9884\u8b66\u5e94\u7528\u670d\u52a1\u54cd\u5e94\u65f6\u5ef6\u7684\u666e\u904d\u5f02\u5e38\uff1b<\/li><li>\u6700\u5927\u65f6\u5ef6\u2014\u2014\u76d1\u6d4b\u9884\u8b66\u5e94\u7528\u670d\u52a1\u54cd\u5e94\u65f6\u5ef6\u7684\u6781\u7aef\u5f02\u5e38\u3002<\/li><\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u667a\u80fd\u57fa\u7ebf\u9608\u503c<\/strong><\/h3>\n\n\n\n<p>RiskSeer\u81ea\u9002\u5e94\u6307\u6807\u7c7b\u578b\uff0c\u5bf9\u901f\u7387\u7c7b\uff08\u8bf7\u6c42\u901f\u7387\u3001\u54cd\u5e94\u901f\u7387\uff09\u7684\u6307\u6807\uff0c\u6839\u636e\u5386\u53f2\u6307\u6807\u8d8b\u52bf\u52a8\u6001\u9884\u6d4b\u5b9e\u65f6\u7684\u4e0a\u754c\u9608\u503c\u3001\u4e0b\u754c\u9608\u503c\uff1b\u5bf9\u65f6\u5ef6\u7c7b\u6307\u6807\uff08\u5e73\u5747\u65f6\u5ef6\u3001\u6700\u5927\u65f6\u5ef6\uff09\u3001\u9519\u8bef\u7c7b\u6307\u6807\uff08\u5ba2\u6237\u7aef\u5f02\u5e38\u6bd4\u4f8b\u3001\u670d\u52a1\u7aef\u5f02\u5e38\u6bd4\u4f8b\uff09\uff0c\u6839\u636e\u5386\u53f2\u6307\u6807\u8d8b\u52bf\u52a8\u6001\u9884\u6d4b\u5b9e\u65f6\u7684\u4e0a\u754c\u9608\u503c\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2024\/09\/image13-1024x253.jpeg\" alt=\"\" class=\"wp-image-10812\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u667a\u80fd\u89e6\u53d1\u544a\u8b66<\/strong><\/h3>\n\n\n\n<p>RiskSeer \u6839\u636e\u667a\u80fd\u57fa\u7ebf\u7b97\u6cd5\u5b9e\u65f6\u751f\u6210\u7684\u6307\u6807\u9608\u503c\uff0c\u5224\u65ad\u5f53\u524d\u8d8a\u8fc7\u9608\u503c\u4e0a\u4e0b\u754c\u7684\u4e8b\u4ef6\uff0c\u8ba1\u7b97\u5f02\u5e38\u7a0b\u5ea6\uff0c\u5e76\u6839\u636e\u544a\u8b66\u89e6\u53d1\u7b97\u6cd5\u5224\u65ad\u662f\u5426\u4ea7\u751f\u544a\u8b66\u4e8b\u4ef6\uff0c\u8fbe\u5230\u5bf9\u6307\u6807\u5f02\u5e38\u7cbe\u51c6\u544a\u8b66\u7684\u76ee\u6807\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2024\/09\/image14-1-1024x259.jpeg\" alt=\"\" class=\"wp-image-10813\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>PART.05 \u603b\u7ed3\u53ca\u5c55\u671b<\/strong><\/h2>\n\n\n\n<p>DeepFlow &amp; RiskSeer \u5e94\u7528\u6307\u6807\u667a\u80fd\u76d1\u63a7\u9884\u8b66\u65b9\u6848\uff0c\u5145\u5206\u7ed3\u5408\u53ef\u89c2\u6d4b\u6027\u4e0e AI \u7684\u5404\u81ea\u4f18\u52bf\uff0c\u5b9e\u73b0\u4e86\u6d77\u91cf\u53ef\u89c2\u6d4b\u6027\u6570\u636e\u7684\u81ea\u52a8\u5316\u667a\u80fd\u76d1\u63a7\u548c\u7cbe\u51c6\u544a\u8b66\u3002\u901a\u8fc7\u8be5\u65b9\u6848\uff0cIT \u5e94\u7528\u7cfb\u7edf\u7684\u76d1\u63a7\u4eba\u5458\u65e0\u9700\u7e41\u7410\u5730\u624b\u52a8\u914d\u7f6e\u544a\u8b66\u89c4\u5219\uff0c\u65e0\u9700\u62c5\u5fc3\u544a\u8b66\u89c4\u5219\u8bbe\u7f6e\u662f\u5426\u5408\u7406\uff0c\u65e0\u9700\u62c5\u5fc3\u7cfb\u7edf\u52a8\u6001\u53d8\u5316\u540e\u7684\u544a\u8b66\u89c4\u5219\u5931\u6548\u95ee\u9898\uff0c\u4ec5\u9700\u5c06\u4e00\u5207\u4e0e\u544a\u8b66\u76d1\u63a7\u7684\u64cd\u4f5c\u4ea4\u7ed9 AI\uff0c\u7531 AI \u667a\u80fd\u5316\u76d1\u63a7\u6307\u6807\u3001\u9884\u6d4b\u6545\u969c\u3001\u89e6\u53d1\u544a\u8b66\uff0c\u5b8c\u5168\u89e3\u653e\u76d1\u63a7\u9884\u8b66\u7684\u751f\u4ea7\u529b\u3002<\/p>\n\n\n\n<p>\u9664\u4e86\u5e94\u7528\u8c03\u7528\u6307\u6807\u4e4b\u5916\uff0cDeepFlow \u53ef\u89c2\u6d4b\u6027\u6570\u636e\u6e56\u8fd8\u8574\u542b\u66f4\u591a\u7684 Metrics\u3001Trace\u3001Logging\u3001Profiling\u3001Events \u7b49\u5404\u7c7b\u578b\u89c2\u6d4b\u6570\u636e\uff0c\u4e91\u6749\u7f51\u7edc\u4e0e\u5fc5\u793a\u79d1\u6280\u8fd8\u5c06\u7ee7\u7eed\u643a\u624b\u7528\u66f4\u591a AI \u80fd\u529b\u6316\u6398\u53ef\u89c2\u6d4b\u6027\u7684\u6570\u636e\u77ff\u5c71\uff0c\u5e76\u5728 OpenAIOps \u793e\u533a\u5e73\u53f0\u4e0a\u8fdb\u884c\u5408\u4f5c\u4e0e\u521b\u65b0\uff0c\u7a33\u6b65\u5b9e\u73b0\u6839\u56e0\u8bca\u65ad\u3001\u4e13\u5bb6\u5efa\u8bae\u3001\u6545\u969c\u81ea\u6108\uff0c\u6700\u7ec8\u4e3a\u7528\u6237\u63d0\u4f9b\u7aef\u5230\u7aef\u7684\u667a\u80fd\u53ef\u89c2\u6d4b\u6027\u8fd0\u7ef4\u65b9\u6848\uff0c\u63a8\u52a8 AIOps \u751f\u6001\u7e41\u8363\u53d1\u5c55\u3002<\/p>\n\n\n\n<p class=\"has-large-font-size\"><strong>\u53c2\u8003\u8d44\u6599\uff1a<\/strong><\/p>\n\n\n\n<p><strong>[1]<\/strong> (SIGCOMM 2023\uff09Network-Centric Distributed Tracing with DeepFlow: Troubleshooting Your Microservices in Zero Code]:https:\/\/dl.acm.org\/doi\/10.1145\/3603269.3604823<\/p>\n\n\n\n<p><strong>[2]<\/strong>&nbsp;DeepFlow \u5206\u5e03\u5f0f\u8c03\u7528\u94fe\u8ffd\u8e2a\u539f\u7406\u4e09\u5206\u949f\u77ed\u89c6\u9891: https:\/\/www.bilibili.com\/video\/BV1ZC411E7ad\/<\/p>\n\n\n\n<p><strong>[3]<\/strong>&nbsp;DeepFlow \u5206\u5e03\u5f0f\u8c03\u7528\u94fe\u8ffd\u8e2a\u706b\u7130\u56fe\u4e09\u5206\u949f\u77ed\u89c6\u9891: https:\/\/www.bilibili.com\/video\/BV1di421k7JE\/<\/p>\n]]>\t\t","protected":false},"excerpt":{"rendered":"<p>\t\t\t\t<![CDATA[]]>\t\t<\/p>\n","protected":false},"author":2,"featured_media":10866,"comment_status":"closed","ping_status":"closed","sticky":true,"template":"","format":"standard","meta":{"footnotes":""},"categories":[12,3,7],"tags":[20],"class_list":["post-10756","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ys-news","category-technology","category-top","tag-deepflow"],"_links":{"self":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/10756","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\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/comments?post=10756"}],"version-history":[{"count":0,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/10756\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/media\/10866"}],"wp:attachment":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/media?parent=10756"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/categories?post=10756"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/tags?post=10756"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}