{"id":31781,"date":"2024-11-27T11:15:05","date_gmt":"2024-11-27T03:15:05","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=23191"},"modified":"2024-11-27T11:15:05","modified_gmt":"2024-11-27T03:15:05","slug":"%e8%a7%a3%e8%af%bb%e7%bd%91%e7%bb%9c%e6%80%a7%e8%83%bd%e7%9b%91%e6%8e%a7%e4%b8%ad%e7%9a%84%e6%95%b0%e6%8d%ae%e9%87%87%e9%9b%86%e4%b8%8e%e5%88%86%e6%9e%90","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/31781.html","title":{"rendered":"\u89e3\u8bfb\u7f51\u7edc\u6027\u80fd\u76d1\u63a7\u4e2d\u7684\u6570\u636e\u91c7\u96c6\u4e0e\u5206\u6790"},"content":{"rendered":"<p>\t\t\t\t<![CDATA[\n\n<p><a href=\"https:\/\/www.yunshan.net\" target=\"_blank\" style=\"color:blue\" rel=\"noopener noreferrer\">\u7f51\u7edc\u6027\u80fd\u76d1\u63a7<\/a>\uff08NPM\uff09\u662f\u786e\u4fdd\u7f51\u7edc\u9ad8\u6548\u3001\u7a33\u5b9a\u8fd0\u884c\u7684\u5173\u952e\u73af\u8282\u3002\u5728\u6570\u5b57\u5316\u65f6\u4ee3\uff0c\u7f51\u7edc\u6027\u80fd\u76f4\u63a5\u5f71\u54cd\u5230\u4f01\u4e1a\u7684\u4e1a\u52a1\u8fde\u7eed\u6027\u548c\u7528\u6237\u4f53\u9a8c\u3002\u56e0\u6b64\uff0c\u5bf9\u7f51\u7edc\u6027\u80fd\u8fdb\u884c\u5b9e\u65f6\u76d1\u63a7\u548c\u6570\u636e\u5206\u6790\u663e\u5f97\u5c24\u4e3a\u91cd\u8981\u3002\u672c\u6587\u5c06\u6df1\u5165\u63a2\u8ba8<a href=\"https:\/\/www.yunshan.net\" target=\"_blank\" style=\"color:blue\" rel=\"noopener noreferrer\">\u7f51\u7edc\u6027\u80fd\u76d1\u63a7<\/a>\u4e2d\u7684\u6570\u636e\u91c7\u96c6\u4e0e\u5206\u6790\uff0c\u63ed\u793a\u5176\u80cc\u540e\u7684\u6280\u672f\u539f\u7406\u548c\u5b9e\u8df5\u65b9\u6cd5\u3002<\/p>\n\n\n\n\n<h3>\u4e00\u3001\u7f51\u7edc\u6027\u80fd\u76d1\u63a7\u6982\u8ff0<\/h3>\n\n\n\n\n<p>\u7f51\u7edc\u6027\u80fd\u76d1\u63a7\u65e8\u5728\u901a\u8fc7\u4e00\u7cfb\u5217\u5de5\u5177\u548c\u6280\u672f\u624b\u6bb5\uff0c\u5b9e\u65f6\u76d1\u6d4b\u7f51\u7edc\u7684\u72b6\u6001\u3001\u6027\u80fd\u548c\u5b89\u5168\u6027\uff0c\u53ca\u65f6\u53d1\u73b0\u5e76\u89e3\u51b3\u6f5c\u5728\u95ee\u9898\u3002\u5176\u4e3b\u8981\u76ee\u6807\u5305\u62ec\uff1a<\/p>\n\n\n\n\n\n\n\n\n<p align=center><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2024\/11\/22MMP7.jpg\" width=1000><\/p>\n\n\n\n\n\n\n\n\n\n<ol>\n\n\n<li><strong>\u786e\u4fdd\u7f51\u7edc\u53ef\u7528\u6027<\/strong>\uff1a\u76d1\u63a7\u7f51\u7edc\u8bbe\u5907\u7684\u8fd0\u884c\u72b6\u6001\uff0c\u786e\u4fdd\u7f51\u7edc\u6301\u7eed\u53ef\u7528\u3002<\/li>\n\n\n\n\n<li><strong>\u4f18\u5316\u7f51\u7edc\u6027\u80fd<\/strong>\uff1a\u901a\u8fc7\u6570\u636e\u5206\u6790\uff0c\u627e\u51fa\u7f51\u7edc\u74f6\u9888\uff0c\u4f18\u5316\u7f51\u7edc\u914d\u7f6e\u3002<\/li>\n\n\n\n\n<li><strong>\u63d0\u5347\u7528\u6237\u4f53\u9a8c<\/strong>\uff1a\u76d1\u6d4b\u7f51\u7edc\u5ef6\u8fdf\u3001\u4e22\u5305\u7387\u7b49\u5173\u952e\u6307\u6807\uff0c\u63d0\u5347\u7528\u6237\u4f7f\u7528\u4f53\u9a8c\u3002<\/li>\n\n\n\n\n<li><strong>\u4fdd\u969c\u7f51\u7edc\u5b89\u5168<\/strong>\uff1a\u53ca\u65f6\u53d1\u73b0\u5f02\u5e38\u6d41\u91cf\u548c\u6f5c\u5728\u5a01\u80c1\uff0c\u4fdd\u969c\u7f51\u7edc\u5b89\u5168\u3002<\/li>\n\n\n<\/ol>\n\n\n\n\n<h3>\u4e8c\u3001\u6570\u636e\u91c7\u96c6\uff1a\u7f51\u7edc\u6027\u80fd\u76d1\u63a7\u7684\u57fa\u7840<\/h3>\n\n\n\n\n<p>\u6570\u636e\u91c7\u96c6\u662f\u7f51\u7edc\u6027\u80fd\u76d1\u63a7\u7684\u7b2c\u4e00\u6b65\uff0c\u5176\u8d28\u91cf\u76f4\u63a5\u5f71\u54cd\u5230\u540e\u7eed\u5206\u6790\u7684\u6548\u679c\u3002\u5e38\u89c1\u7684\u7f51\u7edc\u6027\u80fd\u6570\u636e\u91c7\u96c6\u65b9\u6cd5\u5305\u62ec\uff1a<\/p>\n\n\n\n\n<h4>1. <strong>\u6d41\u91cf\u91c7\u96c6<\/strong><\/h4>\n\n\n\n\n<p>\u6d41\u91cf\u91c7\u96c6\u662f\u901a\u8fc7\u6355\u83b7\u7f51\u7edc\u6d41\u91cf\u6570\u636e\uff0c\u5206\u6790\u7f51\u7edc\u7684\u4f7f\u7528\u60c5\u51b5\u548c\u6027\u80fd\u6307\u6807\u3002\u5e38\u89c1\u7684\u65b9\u6cd5\u6709\uff1a<\/p>\n\n\n\n\n<ul>\n\n\n<li><strong>\u955c\u50cf\u7aef\u53e3\uff08SPAN\uff09<\/strong>\uff1a\u5c06\u4ea4\u6362\u673a\u7684\u67d0\u4e2a\u7aef\u53e3\u8bbe\u7f6e\u4e3a\u955c\u50cf\u7aef\u53e3\uff0c\u590d\u5236\u8be5\u7aef\u53e3\u7684\u6d41\u91cf\u5230\u76d1\u63a7\u8bbe\u5907\u3002<\/li>\n\n\n\n\n<li><strong>\u5206\u5149\u5668\uff08TAP\uff09<\/strong>\uff1a\u901a\u8fc7\u7269\u7406\u5c42\u8bbe\u5907\uff0c\u5c06\u7f51\u7edc\u6d41\u91cf\u590d\u5236\u5230\u76d1\u63a7\u8bbe\u5907\uff0c\u4e0d\u5f71\u54cd\u539f\u7f51\u7edc\u6027\u80fd\u3002<\/li>\n\n\n\n\n<li><strong>NetFlow\/IPFIX<\/strong>\uff1a\u7f51\u7edc\u8bbe\u5907\u751f\u6210\u7684\u6d41\u91cf\u7edf\u8ba1\u4fe1\u606f\uff0c\u5305\u542b\u6e90\/\u76ee\u7684IP\u3001\u7aef\u53e3\u53f7\u3001\u6d41\u91cf\u5927\u5c0f\u7b49\u3002<\/li>\n\n\n<\/ul>\n\n\n\n\n<h4>2. <strong>\u8bbe\u5907\u65e5\u5fd7\u91c7\u96c6<\/strong><\/h4>\n\n\n\n\n<p>\u7f51\u7edc\u8bbe\u5907\uff08\u5982\u8def\u7531\u5668\u3001\u4ea4\u6362\u673a\u3001\u9632\u706b\u5899\u7b49\uff09\u4f1a\u751f\u6210\u5927\u91cf\u65e5\u5fd7\u4fe1\u606f\uff0c\u8bb0\u5f55\u8bbe\u5907\u7684\u8fd0\u884c\u72b6\u6001\u548c\u4e8b\u4ef6\u3002\u901a\u8fc7\u91c7\u96c6\u8fd9\u4e9b\u65e5\u5fd7\uff0c\u53ef\u4ee5\u4e86\u89e3\u8bbe\u5907\u7684\u5065\u5eb7\u72b6\u51b5\u548c\u5f02\u5e38\u60c5\u51b5\u3002<\/p>\n\n\n\n\n<h4>3. <strong>\u6027\u80fd\u6307\u6807\u91c7\u96c6<\/strong><\/h4>\n\n\n\n\n<p>\u901a\u8fc7SNMP\uff08\u7b80\u5355\u7f51\u7edc\u7ba1\u7406\u534f\u8bae\uff09\u3001WMI\uff08Windows\u7ba1\u7406\u89c4\u8303\uff09\u7b49\u534f\u8bae\uff0c\u91c7\u96c6\u7f51\u7edc\u8bbe\u5907\u7684\u6027\u80fd\u6307\u6807\uff0c\u5982CPU\u5229\u7528\u7387\u3001\u5185\u5b58\u4f7f\u7528\u7387\u3001\u63a5\u53e3\u6d41\u91cf\u7b49\u3002<\/p>\n\n\n\n\n<h3>\u4e09\u3001\u6570\u636e\u5b58\u50a8\u4e0e\u7ba1\u7406<\/h3>\n\n\n\n\n<p>\u91c7\u96c6\u5230\u7684\u6570\u636e\u9700\u8981\u7ecf\u8fc7\u6709\u6548\u7684\u5b58\u50a8\u548c\u7ba1\u7406\uff0c\u4ee5\u4fbf\u540e\u7eed\u5206\u6790\u3002\u5e38\u89c1\u7684\u6570\u636e\u5b58\u50a8\u65b9\u5f0f\u5305\u62ec\uff1a<\/p>\n\n\n\n\n<ul>\n\n\n<li><strong>\u5173\u7cfb\u578b\u6570\u636e\u5e93<\/strong>\uff1a\u5982MySQL\u3001PostgreSQL\uff0c\u9002\u7528\u4e8e\u7ed3\u6784\u5316\u6570\u636e\u7684\u5b58\u50a8\u3002<\/li>\n\n\n\n\n<li><strong>\u65f6\u5e8f\u6570\u636e\u5e93<\/strong>\uff1a\u5982InfluxDB\u3001<a href=\"https:\/\/www.yunshan.net\" target=\"_blank\" style=\"color:blue\" rel=\"noopener noreferrer\">Prometheus<\/a>\uff0c\u9002\u7528\u4e8e\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u7684\u5b58\u50a8\u3002<\/li>\n\n\n\n\n<li><strong>\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf<\/strong>\uff1a\u5982HDFS\u3001Ceph\uff0c\u9002\u7528\u4e8e\u5927\u89c4\u6a21\u6570\u636e\u7684\u5b58\u50a8\u3002<\/li>\n\n\n<\/ul>\n\n\n\n\n<h3>\u56db\u3001\u6570\u636e\u5206\u6790\uff1a\u63ed\u793a\u7f51\u7edc\u6027\u80fd\u771f\u76f8<\/h3>\n\n\n\n\n<p>\u6570\u636e\u5206\u6790\u662f\u7f51\u7edc\u6027\u80fd\u76d1\u63a7\u7684\u6838\u5fc3\u73af\u8282\uff0c\u901a\u8fc7\u5206\u6790\u91c7\u96c6\u5230\u7684\u6570\u636e\uff0c\u63ed\u793a\u7f51\u7edc\u6027\u80fd\u7684\u771f\u76f8\u3002\u5e38\u89c1\u7684\u6570\u636e\u5206\u6790\u65b9\u6cd5\u5305\u62ec\uff1a<\/p>\n\n\n\n\n<h4>1. <strong>\u5b9e\u65f6\u76d1\u63a7\u4e0e\u5206\u6790<\/strong><\/h4>\n\n\n\n\n<p>\u5b9e\u65f6\u76d1\u63a7\u901a\u8fc7\u4eea\u8868\u76d8\u3001\u56fe\u8868\u7b49\u5f62\u5f0f\uff0c\u76f4\u89c2\u5c55\u793a\u7f51\u7edc\u7684\u5173\u952e\u6027\u80fd\u6307\u6807\u3002\u5e38\u89c1\u5de5\u5177\u5305\u62ec\uff1a<\/p>\n\n\n\n\n<ul>\n\n\n<li><strong>Grafana<\/strong>\uff1a\u5f00\u6e90\u7684\u76d1\u63a7\u4eea\u8868\u76d8\uff0c\u652f\u6301\u591a\u79cd\u6570\u636e\u6e90\u3002<\/li>\n\n\n\n\n<li><strong>Zabbix<\/strong>\uff1a\u5f00\u6e90\u7684\u7f51\u7edc\u76d1\u63a7\u89e3\u51b3\u65b9\u6848\uff0c\u63d0\u4f9b\u5b9e\u65f6\u76d1\u63a7\u548c\u62a5\u8b66\u529f\u80fd\u3002<\/li>\n\n\n\n\n<li><strong>Nagios<\/strong>\uff1a\u8001\u724c\u7684\u7f51\u7edc\u76d1\u63a7\u5de5\u5177\uff0c\u652f\u6301\u81ea\u5b9a\u4e49\u76d1\u63a7\u811a\u672c\u3002<\/li>\n\n\n<\/ul>\n\n\n\n\n<h4>2. <strong>\u5386\u53f2\u6570\u636e\u5206\u6790<\/strong><\/h4>\n\n\n\n\n<p>\u901a\u8fc7\u5bf9\u5386\u53f2\u6570\u636e\u7684\u5206\u6790\uff0c\u53ef\u4ee5\u53d1\u73b0\u7f51\u7edc\u6027\u80fd\u7684\u957f\u671f\u8d8b\u52bf\u548c\u5468\u671f\u6027\u53d8\u5316\u3002\u5e38\u89c1\u65b9\u6cd5\u5305\u62ec\uff1a<\/p>\n\n\n\n\n<ul>\n\n\n<li><strong>\u65f6\u95f4\u5e8f\u5217\u5206\u6790<\/strong>\uff1a\u5229\u7528\u65f6\u95f4\u5e8f\u5217\u6a21\u578b\uff0c\u5206\u6790\u7f51\u7edc\u6027\u80fd\u6307\u6807\u7684\u957f\u671f\u8d8b\u52bf\u548c\u5b63\u8282\u6027\u53d8\u5316\u3002<\/li>\n\n\n\n\n<li><strong>\u56de\u5f52\u5206\u6790<\/strong>\uff1a\u901a\u8fc7\u56de\u5f52\u6a21\u578b\uff0c\u627e\u51fa\u5f71\u54cd\u7f51\u7edc\u6027\u80fd\u7684\u5173\u952e\u56e0\u7d20\u3002<\/li>\n\n\n<\/ul>\n\n\n\n\n<h4>3. <strong>\u5f02\u5e38\u68c0\u6d4b<\/strong><\/h4>\n\n\n\n\n<p>\u5f02\u5e38\u68c0\u6d4b\u65e8\u5728\u53ca\u65f6\u53d1\u73b0\u7f51\u7edc\u4e2d\u7684\u5f02\u5e38\u60c5\u51b5\uff0c\u907f\u514d\u6f5c\u5728\u95ee\u9898\u3002\u5e38\u89c1\u65b9\u6cd5\u5305\u62ec\uff1a<\/p>\n\n\n\n\n<ul>\n\n\n<li><strong>\u57fa\u4e8e\u9608\u503c\u7684\u68c0\u6d4b<\/strong>\uff1a\u8bbe\u5b9a\u6027\u80fd\u6307\u6807\u7684\u9608\u503c\uff0c\u8d85\u8fc7\u9608\u503c\u5373\u89e6\u53d1\u62a5\u8b66\u3002<\/li>\n\n\n\n\n<li><strong>\u57fa\u4e8e\u7edf\u8ba1\u7684\u68c0\u6d4b<\/strong>\uff1a\u5229\u7528\u7edf\u8ba1\u5b66\u65b9\u6cd5\uff0c\u5982\u6807\u51c6\u5dee\u3001\u7bb1\u7ebf\u56fe\u7b49\uff0c\u68c0\u6d4b\u5f02\u5e38\u6570\u636e\u3002<\/li>\n\n\n\n\n<li><strong>\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u7684\u68c0\u6d4b<\/strong>\uff1a\u5229\u7528\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\uff0c\u5982\u5b64\u7acb\u68ee\u6797\u3001DBSCAN\u7b49\uff0c\u8bc6\u522b\u5f02\u5e38\u6a21\u5f0f\u3002<\/li>\n\n\n<\/ul>\n\n\n\n\n<h3>\u4e94\u3001\u6848\u4f8b\u5206\u6790\uff1a\u7f51\u7edc\u6027\u80fd\u76d1\u63a7\u5b9e\u8df5<\/h3>\n\n\n\n\n<p>\u4ee5\u4e0b\u901a\u8fc7\u4e00\u4e2a\u5b9e\u9645\u6848\u4f8b\uff0c\u5c55\u793a\u7f51\u7edc\u6027\u80fd\u76d1\u63a7\u4e2d\u7684\u6570\u636e\u91c7\u96c6\u4e0e\u5206\u6790\u8fc7\u7a0b\u3002<\/p>\n\n\n\n\n<h4>\u6848\u4f8b\u80cc\u666f<\/h4>\n\n\n\n\n<p>\u67d0\u4f01\u4e1a\u7f51\u7edc\u8fd1\u671f\u9891\u7e41\u51fa\u73b0\u5ef6\u8fdf\u548c\u4e22\u5305\u73b0\u8c61\uff0c\u5f71\u54cd\u4e1a\u52a1\u6b63\u5e38\u8fd0\u884c\u3002\u4e3a\u89e3\u51b3\u95ee\u9898\uff0c\u4f01\u4e1a\u51b3\u5b9a\u5b9e\u65bd\u7f51\u7edc\u6027\u80fd\u76d1\u63a7\u3002<\/p>\n\n\n\n\n<h4>\u6570\u636e\u91c7\u96c6<\/h4>\n\n\n\n\n<ol>\n\n\n<li><strong>\u6d41\u91cf\u91c7\u96c6<\/strong>\uff1a\u901a\u8fc7\u5728\u6838\u5fc3\u4ea4\u6362\u673a\u4e0a\u914d\u7f6e\u955c\u50cf\u7aef\u53e3\uff0c\u5c06\u6d41\u91cf\u6570\u636e\u590d\u5236\u5230\u76d1\u63a7\u8bbe\u5907\u3002<\/li>\n\n\n\n\n<li><strong>\u8bbe\u5907\u65e5\u5fd7\u91c7\u96c6<\/strong>\uff1a\u901a\u8fc7SNMP\u534f\u8bae\uff0c\u91c7\u96c6\u8def\u7531\u5668\u3001\u4ea4\u6362\u673a\u7684\u65e5\u5fd7\u4fe1\u606f\u3002<\/li>\n\n\n\n\n<li><strong>\u6027\u80fd\u6307\u6807\u91c7\u96c6<\/strong>\uff1a\u5229\u7528SNMP\u534f\u8bae\uff0c\u91c7\u96c6\u8bbe\u5907\u7684CPU\u5229\u7528\u7387\u3001\u5185\u5b58\u4f7f\u7528\u7387\u3001\u63a5\u53e3\u6d41\u91cf\u7b49\u6307\u6807\u3002<\/li>\n\n\n<\/ol>\n\n\n\n\n<h4>\u6570\u636e\u5b58\u50a8<\/h4>\n\n\n\n\n<p>\u5c06\u91c7\u96c6\u5230\u7684\u6570\u636e\u5b58\u50a8\u5728\u65f6\u5e8f\u6570\u636e\u5e93InfluxDB\u4e2d\uff0c\u4fbf\u4e8e\u540e\u7eed\u5206\u6790\u3002<\/p>\n\n\n\n\n<h4>\u6570\u636e\u5206\u6790<\/h4>\n\n\n\n\n<ol>\n\n\n<li><strong>\u5b9e\u65f6\u76d1\u63a7<\/strong>\uff1a\u901a\u8fc7Grafana\u4eea\u8868\u76d8\uff0c\u5b9e\u65f6\u5c55\u793a\u7f51\u7edc\u6d41\u91cf\u3001\u8bbe\u5907\u6027\u80fd\u7b49\u5173\u952e\u6307\u6807\u3002<\/li>\n\n\n\n\n<li><strong>\u5386\u53f2\u6570\u636e\u5206\u6790<\/strong>\uff1a\u5229\u7528\u65f6\u95f4\u5e8f\u5217\u5206\u6790\uff0c\u53d1\u73b0\u7f51\u7edc\u6d41\u91cf\u5728\u6bcf\u5929\u4e0b\u53483\u70b9\u81f35\u70b9\u51fa\u73b0\u9ad8\u5cf0\uff0c\u4e14\u5ef6\u8fdf\u548c\u4e22\u5305\u73b0\u8c61\u4e3b\u8981\u96c6\u4e2d\u5728\u8be5\u65f6\u6bb5\u3002<\/li>\n\n\n\n\n<li><strong>\u5f02\u5e38\u68c0\u6d4b<\/strong>\uff1a\u901a\u8fc7\u57fa\u4e8e\u9608\u503c\u7684\u68c0\u6d4b\u65b9\u6cd5\uff0c\u8bbe\u5b9a\u5ef6\u8fdf\u548c\u4e22\u5305\u7387\u7684\u9608\u503c\uff0c\u53d1\u73b0\u5f02\u5e38\u60c5\u51b5\u53ca\u65f6\u62a5\u8b66\u3002<\/li>\n\n\n<\/ol>\n\n\n\n\n<h4>\u95ee\u9898\u5b9a\u4f4d\u4e0e\u89e3\u51b3<\/h4>\n\n\n\n\n<p>\u901a\u8fc7\u6570\u636e\u5206\u6790\uff0c\u53d1\u73b0\u7f51\u7edc\u5ef6\u8fdf\u548c\u4e22\u5305\u7684\u4e3b\u8981\u539f\u56e0\u662f\u67d0\u53f0\u6838\u5fc3\u4ea4\u6362\u673a\u7684CPU\u5229\u7528\u7387\u8fc7\u9ad8\uff0c\u5bfc\u81f4\u5904\u7406\u80fd\u529b\u4e0d\u8db3\u3002\u4f01\u4e1a\u968f\u540e\u5bf9\u8be5\u4ea4\u6362\u673a\u8fdb\u884c\u5347\u7ea7\uff0c\u4f18\u5316\u7f51\u7edc\u914d\u7f6e\uff0c\u95ee\u9898\u5f97\u5230\u6709\u6548\u89e3\u51b3\u3002<\/p>\n\n\n\n\n<h3>\u516d\u3001\u672a\u6765\u8d8b\u52bf\uff1a\u667a\u80fd\u5316\u4e0e\u81ea\u52a8\u5316<\/h3>\n\n\n\n\n<p>\u968f\u7740\u4eba\u5de5\u667a\u80fd\u548c\u5927\u6570\u636e\u6280\u672f\u7684\u53d1\u5c55\uff0c\u7f51\u7edc\u6027\u80fd\u76d1\u63a7\u6b63\u671d\u7740\u667a\u80fd\u5316\u548c\u81ea\u52a8\u5316\u7684\u65b9\u5411\u53d1\u5c55\u3002\u672a\u6765\u8d8b\u52bf\u5305\u62ec\uff1a<\/p>\n\n\n\n\n<h4>1. <strong>AI\u9a71\u52a8\u7684\u5f02\u5e38\u68c0\u6d4b<\/strong><\/h4>\n\n\n\n\n<p>\u5229\u7528\u6df1\u5ea6\u5b66\u4e60\u3001\u5f3a\u5316\u5b66\u4e60\u7b49AI\u6280\u672f\uff0c\u6784\u5efa\u667a\u80fd\u5f02\u5e38\u68c0\u6d4b\u6a21\u578b\uff0c\u63d0\u9ad8\u5f02\u5e38\u68c0\u6d4b\u7684\u51c6\u786e\u6027\u548c\u5b9e\u65f6\u6027\u3002<\/p>\n\n\n\n\n<h4>2. <strong>\u81ea\u52a8\u5316\u6545\u969c\u6392\u9664<\/strong><\/h4>\n\n\n\n\n<p>\u901a\u8fc7AI\u6280\u672f\uff0c\u5b9e\u73b0\u6545\u969c\u7684\u81ea\u52a8\u8bca\u65ad\u548c\u6392\u9664\uff0c\u51cf\u5c11\u4eba\u5de5\u5e72\u9884\uff0c\u63d0\u9ad8\u7f51\u7edc\u8fd0\u7ef4\u6548\u7387\u3002<\/p>\n\n\n\n\n<h4>3. <strong>\u9884\u6d4b\u6027\u7ef4\u62a4<\/strong><\/h4>\n\n\n\n\n<p>\u5229\u7528\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\uff0c\u9884\u6d4b\u7f51\u7edc\u8bbe\u5907\u7684\u6545\u969c\u8d8b\u52bf\uff0c\u63d0\u524d\u8fdb\u884c\u7ef4\u62a4\uff0c\u907f\u514d\u6f5c\u5728\u95ee\u9898\u3002<\/p>\n\n\n\n\n<h3>\u4e03\u3001\u603b\u7ed3<\/h3>\n\n\n\n\n<p>\u7f51\u7edc\u6027\u80fd\u76d1\u63a7\u4e2d\u7684\u6570\u636e\u91c7\u96c6\u4e0e\u5206\u6790\u662f\u786e\u4fdd\u7f51\u7edc\u9ad8\u6548\u3001\u7a33\u5b9a\u8fd0\u884c\u7684\u5173\u952e\u73af\u8282\u3002\u901a\u8fc7\u79d1\u5b66\u7684\u6570\u636e\u91c7\u96c6\u65b9\u6cd5\u3001\u6709\u6548\u7684\u6570\u636e\u5b58\u50a8\u7ba1\u7406\u4ee5\u53ca\u6df1\u5165\u7684\u6570\u636e\u5206\u6790\uff0c\u53ef\u4ee5\u53ca\u65f6\u53d1\u73b0\u5e76\u89e3\u51b3\u7f51\u7edc\u4e2d\u7684\u95ee\u9898\uff0c\u63d0\u5347\u7f51\u7edc\u6027\u80fd\u548c\u7528\u6237\u4f53\u9a8c\u3002\u968f\u7740\u6280\u672f\u7684\u4e0d\u65ad\u53d1\u5c55\uff0c\u667a\u80fd\u5316\u548c\u81ea\u52a8\u5316\u7684\u7f51\u7edc\u6027\u80fd\u76d1\u63a7\u5c06\u6210\u4e3a\u672a\u6765\u53d1\u5c55\u7684\u4e3b\u6d41\u65b9\u5411\u3002\u4f01\u4e1a\u5e94\u79ef\u6781\u62e5\u62b1\u65b0\u6280\u672f\uff0c\u4e0d\u65ad\u63d0\u5347\u7f51\u7edc\u8fd0\u7ef4\u6c34\u5e73\uff0c\u4e3a\u4e1a\u52a1\u53d1\u5c55\u63d0\u4f9b\u575a\u5b9e\u7684\u7f51\u7edc\u4fdd\u969c\u3002<\/p>\n\n\n]]>\t\t<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\t\t\t\t<![CDATA[]]>\t\t<\/p>\n","protected":false},"author":5,"featured_media":23192,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[],"class_list":["post-31781","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-discussion"],"_links":{"self":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/31781","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\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/comments?post=31781"}],"version-history":[{"count":0,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/31781\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/media\/23192"}],"wp:attachment":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/media?parent=31781"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/categories?post=31781"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/tags?post=31781"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}