{"id":128098,"date":"2026-01-28T12:33:59","date_gmt":"2026-01-28T04:33:59","guid":{"rendered":"https:\/\/version-2.com\/?p=128098"},"modified":"2026-01-28T12:35:33","modified_gmt":"2026-01-28T04:35:33","slug":"kubernetes-%e8%a8%98%e9%8c%84-logging-%e6%9c%80%e4%bd%b3%e5%af%a6%e8%b8%90-%e7%87%9f%e9%81%8b%e5%8d%93%e8%b6%8a%e6%8c%87%e5%8d%97","status":"publish","type":"post","link":"https:\/\/version-2.com\/en\/2026\/01\/kubernetes-%e8%a8%98%e9%8c%84-logging-%e6%9c%80%e4%bd%b3%e5%af%a6%e8%b8%90-%e7%87%9f%e9%81%8b%e5%8d%93%e8%b6%8a%e6%8c%87%e5%8d%97\/","title":{"rendered":"Kubernetes \u8a18\u9304 (Logging) \u6700\u4f73\u5be6\u8e10 | \u71df\u904b\u5353\u8d8a\u6307\u5357"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"128098\" class=\"elementor elementor-128098\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-35fe5dd post-content elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"35fe5dd\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[{&quot;jet_parallax_layout_image&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;_id&quot;:&quot;cef08c3&quot;,&quot;jet_parallax_layout_image_tablet&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;jet_parallax_layout_image_mobile&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;jet_parallax_layout_speed&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:50,&quot;sizes&quot;:[]},&quot;jet_parallax_layout_type&quot;:&quot;scroll&quot;,&quot;jet_parallax_layout_direction&quot;:&quot;1&quot;,&quot;jet_parallax_layout_fx_direction&quot;:null,&quot;jet_parallax_layout_z_index&quot;:&quot;&quot;,&quot;jet_parallax_layout_bg_x&quot;:50,&quot;jet_parallax_layout_bg_x_tablet&quot;:&quot;&quot;,&quot;jet_parallax_layout_bg_x_mobile&quot;:&quot;&quot;,&quot;jet_parallax_layout_bg_y&quot;:50,&quot;jet_parallax_layout_bg_y_tablet&quot;:&quot;&quot;,&quot;jet_parallax_layout_bg_y_mobile&quot;:&quot;&quot;,&quot;jet_parallax_layout_bg_size&quot;:&quot;auto&quot;,&quot;jet_parallax_layout_bg_size_tablet&quot;:&quot;&quot;,&quot;jet_parallax_layout_bg_size_mobile&quot;:&quot;&quot;,&quot;jet_parallax_layout_animation_prop&quot;:&quot;transform&quot;,&quot;jet_parallax_layout_on&quot;:[&quot;desktop&quot;,&quot;tablet&quot;]}]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-409a2e9a\" data-id=\"409a2e9a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5a8be8f elementor-widget elementor-widget-text-editor\" data-id=\"5a8be8f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><img fetchpriority=\"high\" decoding=\"async\" class=\"alignnone size-full\" src=\"https:\/\/graylog.org\/wp-content\/uploads\/2026\/01\/Kubernetest-Logging-Best-Practices.jpg.webp\" width=\"1200\" height=\"628\" \/><\/p><section><p>Kubernetes \u8a18\u9304 (Logging) \u70ba\u53e2\u96c6\u5167\u7684\u6301\u7e8c\u6d3b\u52d5\u63d0\u4f9b\u4e86\u81f3\u95dc\u91cd\u8981\u7684\u53ef\u8996\u6027\u3002\u96d6\u7136 Kubernetes \u7684\u52d5\u614b\u7279\u6027\u662f\u5176\u6700\u5927\u512a\u52e2\uff0c\u4f46\u540c\u6642\u4e5f\u5e36\u4f86\u4e86\u89c0\u6e2c\u4e0a\u7684\u6311\u6230\u3002\u6709\u6548\u7684\u8a18\u9304\u6a5f\u5236\u8b93\u5718\u968a\u80fd\u5920\u7dad\u8b77\u61c9\u7528\u7a0b\u5f0f\u5065\u5eb7\u3001\u964d\u4f4e\u8cc7\u5b89\u98a8\u96aa\uff0c\u4e26\u6392\u9664\u751f\u7522\u74b0\u5883\u4e2d\u7684\u8907\u96dc\u554f\u984c\u3002<\/p><\/section><h2>Kubernetes \u4e2d\u7684\u8a18\u9304\u904b\u4f5c\u6a5f\u5236<\/h2><p>Kubernetes \u5c07\u5bb9\u5668\u8a18\u9304\u8996\u70ba\u6a19\u6e96\u8f38\u51fa (<strong>stdout<\/strong>) \u8207\u6a19\u6e96\u932f\u8aa4 (<strong>stderr<\/strong>) \u4e32\u6d41\u3002\u7576\u5bb9\u5668\u5beb\u5165\u8a0a\u606f\u6642\uff0c\u5bb9\u5668\u904b\u884c\u6642 (runtime) \u6703\u64f7\u53d6\u9019\u4e9b\u8a0a\u606f\uff0c\u4e26\u7531 Kubernetes \u900f\u904e API \u516c\u958b\u3002<\/p><p>\u5404\u7bc0\u9ede\u4e0a\u7684 <strong>kubelet<\/strong> \u4ee3\u7406\u7a0b\u5f0f\u8ca0\u8cac\u7ba1\u7406\u9019\u4e9b\u8a18\u9304\uff0c\u4e26\u5728 API \u4f3a\u670d\u5668\u8acb\u6c42\u6642\u767c\u9001\u56de\u50b3\u3002\u7136\u800c\uff0c\u9019\u7a2e\u672c\u5730\u5b58\u5132\u65b9\u5f0f\u5b58\u5728\u9650\u5236\uff1a\u7576 Pod \u88ab\u522a\u9664\u6216\u5d29\u6f70\u6642\u8a18\u9304\u6703\u907a\u5931\uff0c\u4e14\u5728\u591a\u7bc0\u9ede\u53e2\u96c6\u4e2d\u9032\u884c\u532f\u7e3d\u5206\u6790\u76f8\u7576\u56f0\u96e3\u3002<\/p><h2>\u53e2\u96c6\u4e2d\u7684\u95dc\u9375\u8a18\u9304\u985e\u578b<\/h2><div class=\"grid\"><div class=\"grid-item\"><h3>\u61c9\u7528\u7a0b\u5f0f\u8a18\u9304<\/h3><p>\u7531\u5bb9\u5668\u5167\u61c9\u7528\u7a0b\u5f0f\u7522\u751f\uff0c\u63d0\u4f9b\u884c\u70ba\u3001\u932f\u8aa4\u3001\u6548\u80fd\u6307\u6a19\u53ca\u696d\u52d9\u908f\u8f2f\u7684\u6d1e\u5bdf\u3002<\/p><\/div><div class=\"grid-item\"><h3>\u53e2\u96c6\u7d44\u4ef6\u8a18\u9304<\/h3><p>\u4f86\u81ea API \u4f3a\u670d\u5668\u3001\u6392\u7a0b\u5668 (Scheduler) \u8207 etcd \u7684\u6578\u64da\uff0c\u7528\u65bc\u8a3a\u65b7\u53e2\u96c6\u5065\u5eb7\u72c0\u6cc1\u3002<\/p><\/div><div class=\"grid-item\"><h3>\u7a3d\u6838\u8a18\u9304 (Audit Logs)<\/h3><p>\u63d0\u4f9b\u8207\u8cc7\u5b89\u76f8\u95dc\u7684\u7d00\u9304\uff0c\u89e3\u7b54\u662f\u300c\u8ab0\u300d\u5728\u300c\u4f55\u6642\u300d\u5c0d\u53e2\u96c6\u57f7\u884c\u4e86\u4ec0\u9ebc\u52d5\u4f5c\u3002<\/p><\/div><div class=\"grid-item\"><h3>\u4e8b\u4ef6 (Events)<\/h3><p>\u8a18\u9304 Pod \u8207\u7bc0\u9ede\u7684\u751f\u547d\u9031\u671f\u8b8a\u5316\uff0c\u5305\u62ec\u6392\u7a0b\u6c7a\u7b56\u3001\u5bb9\u5668\u91cd\u555f\u6216\u8b66\u544a\u8a0a\u606f\u3002<\/p><\/div><\/div><h2>\u4e3b\u8981\u8a18\u9304\u67b6\u69cb<\/h2><ul><li><strong>\u7bc0\u9ede\u7d1a\u4ee3\u7406 (Node-Level Agent)\uff1a<\/strong> \u6700\u5e38\u898b\u7684\u65b9\u6cd5\u3002\u5728\u6bcf\u500b\u7bc0\u9ede\u90e8\u7f72\u4ee3\u7406\u7a0b\u5f0f\uff08\u5982 Fluentd\uff09\u4f5c\u70ba <code>DaemonSet<\/code>\uff0c\u6536\u96c6\u8a18\u9304\u4e26\u8f49\u767c\u81f3\u4e2d\u592e\u5f8c\u7aef\u3002<\/li><li><strong>\u908a\u8eca\u5bb9\u5668 (Sidecar Container)\uff1a<\/strong> \u5728 Pod \u5167\u904b\u884c\u5c08\u9580\u7684\u8a18\u9304\u5bb9\u5668\uff0c\u7528\u65bc\u8b80\u53d6\u61c9\u7528\u7a0b\u5f0f\u7522\u751f\u7684\u8a18\u9304\u6a94\u6848\u4e26\u9032\u884c\u8f49\u767c\u3002<\/li><li><strong>\u76f4\u63a5\u5f9e\u61c9\u7528\u7a0b\u5f0f\u8a18\u9304\uff1a<\/strong> \u61c9\u7528\u7a0b\u5f0f\u76f4\u63a5\u5c07\u6578\u64da\u767c\u9001\u81f3\u4e2d\u592e\u5f8c\u7aef\uff0c\u8df3\u904e\u6a19\u6e96\u7684 Kubernetes \u8a18\u9304\u6a5f\u5236\u3002<\/li><\/ul><h2>\u96f2\u7aef\u539f\u751f\u74b0\u5883\u7684\u6700\u4f73\u5be6\u8e10<\/h2><div class=\"highlight-box\"><ul><li><strong>\u5efa\u7acb\u96c6\u4e2d\u5316\u8a18\u9304\u7cfb\u7d71\uff1a<\/strong> \u6574\u5408\u4f86\u81ea\u6240\u6709\u61c9\u7528\u7a0b\u5f0f\u8207\u7d44\u4ef6\u7684\u8a18\u9304\uff0c\u4ee5\u4fbf\u5728\u55ae\u4e00\u5e73\u53f0\u4e0a\u9032\u884c\u76e3\u63a7\u8207\u8abf\u67e5\u3002<\/li><li><strong>\u5be6\u65bd\u7d50\u69cb\u5316\u8a18\u9304\uff1a<\/strong> \u4f7f\u7528\u6a5f\u5668\u53ef\u8b80\u7684\u683c\u5f0f\uff08\u5982 JSON\uff09\uff0c\u63d0\u9ad8\u641c\u5c0b\u6548\u80fd\u4e26\u964d\u4f4e\u5b58\u5132\u6210\u672c\u3002<\/li><li><strong>\u7ba1\u7406\u4fdd\u7559\u8207\u8f2a\u8f49\u653f\u7b56\uff1a<\/strong> \u5b9a\u7fa9\u660e\u78ba\u7684\u7559\u5b58\u653f\u7b56\u4ee5\u7ba1\u7406\u5b58\u5132\u6210\u672c\uff0c\u4e26\u914d\u7f6e\u8f2a\u8f49\u6a5f\u5236\u9632\u6b62\u7bc0\u9ede\u786c\u789f\u7a7a\u9593\u8017\u76e1\u3002<\/li><li><strong>\u5f37\u5316\u5b58\u53d6\u63a7\u5236\u8207\u5b89\u5168\uff1a<\/strong> \u900f\u904e\u89d2\u8272\u5b58\u53d6\u63a7\u5236 (RBAC) \u9650\u5236\u4f7f\u7528\u8005\u50c5\u80fd\u67e5\u770b\u5176\u8ca0\u8cac\u670d\u52d9\u7684\u8a18\u9304\uff0c\u4e26\u906e\u7f69\u654f\u611f\u8cc7\u8a0a\u3002<\/li><li><strong>\u74b0\u5883\u9694\u96e2\uff1a<\/strong> \u5206\u958b\u958b\u767c\u8207\u751f\u7522\u74b0\u5883\u7684\u8a18\u9304\u7cfb\u7d71\uff0c\u9632\u6b62\u9ad8\u6d41\u91cf\u7684\u6e2c\u8a66\u8a18\u9304\u5e72\u64fe\u751f\u7522\u74b0\u5883\u7684\u53ef\u8996\u6027\u3002<\/li><\/ul><\/div><h2>\u7d50\u8ad6\uff1a\u4f7f\u7528 Graylog \u5be6\u8e10<\/h2><p>Graylog \u63d0\u4f9b\u4e86\u4e00\u500b\u53ef\u64f4\u5c55\u4e14\u9748\u6d3b\u7684\u5e73\u53f0\uff0c\u5354\u52a9\u7d44\u7e54\u66f4\u6709\u6548\u5730\u96c6\u4e2d\u7ba1\u7406 Kubernetes \u8a18\u9304\u3002\u900f\u904e Graylog\uff0c\u60a8\u53ef\u4ee5\u8f15\u9b06\u8a2d\u5b9a\u7d22\u5f15\u8f2a\u8f49\u3001\u81ea\u52d5\u5b58\u6a94\u4e26\u512a\u5316\u5b58\u5132\u8def\u5f91\uff0c\u5728\u964d\u4f4e\u7ba1\u7406\u6210\u672c\u7684\u540c\u6642\u78ba\u4fdd\u5408\u898f\u6027\u3002<\/p><footer>\u4f86\u6e90\uff1aKubernetes \u8a18\u9304\u6700\u4f73\u5be6\u8e10\u6982\u89bd\u3002<\/footer>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2004c86 elementor-widget elementor-widget-shortcode\" data-id=\"2004c86\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">\t\t<div data-elementor-type=\"page\" data-elementor-id=\"96896\" class=\"elementor elementor-96896\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6461a578 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"6461a578\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[{&quot;_id&quot;:&quot;c4f773e&quot;,&quot;jet_parallax_layout_image&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;jet_parallax_layout_image_tablet&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;jet_parallax_layout_image_mobile&quot;:{&quot;url&quot;:&quot;&quot;,&quot;id&quot;:&quot;&quot;,&quot;size&quot;:&quot;&quot;},&quot;jet_parallax_layout_speed&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:50,&quot;sizes&quot;:[]},&quot;jet_parallax_layout_type&quot;:&quot;scroll&quot;,&quot;jet_parallax_layout_direction&quot;:&quot;1&quot;,&quot;jet_parallax_layout_fx_direction&quot;:null,&quot;jet_parallax_layout_z_index&quot;:&quot;&quot;,&quot;jet_parallax_layout_bg_x&quot;:50,&quot;jet_parallax_layout_bg_x_tablet&quot;:&quot;&quot;,&quot;jet_parallax_layout_bg_x_mobile&quot;:&quot;&quot;,&quot;jet_parallax_layout_bg_y&quot;:50,&quot;jet_parallax_layout_bg_y_tablet&quot;:&quot;&quot;,&quot;jet_parallax_layout_bg_y_mobile&quot;:&quot;&quot;,&quot;jet_parallax_layout_bg_size&quot;:&quot;auto&quot;,&quot;jet_parallax_layout_bg_size_tablet&quot;:&quot;&quot;,&quot;jet_parallax_layout_bg_size_mobile&quot;:&quot;&quot;,&quot;jet_parallax_layout_animation_prop&quot;:&quot;transform&quot;,&quot;jet_parallax_layout_on&quot;:[&quot;desktop&quot;,&quot;tablet&quot;]}]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2f063c39\" data-id=\"2f063c39\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-14e1df2a elementor-widget elementor-widget-text-editor\" data-id=\"14e1df2a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>\u95dc\u65bc Graylog<\/strong><br>Graylog \u901a\u904e\u5b8c\u6574\u7684 SIEM\u3001\u4f01\u696d\u65e5\u8a8c\u7ba1\u7406\u548c API \u5b89\u5168\u89e3\u6c7a\u65b9\u6848\uff0c\u63d0\u5347\u516c\u53f8\u4f01\u696d\u7db2\u7d61\u5b89\u5168\u80fd\u529b\u3002Graylog \u96c6\u4e2d\u76e3\u63a7\u653b\u64ca\u9762\u4e26\u9032\u884c\u6df1\u5165\u8abf\u67e5\uff0c\u63d0\u4f9b\u5353\u8d8a\u7684\u5a01\u8105\u6aa2\u6e2c\u548c\u4e8b\u4ef6\u56de\u61c9\u3002\u516c\u53f8\u7368\u7279\u7d50\u5408 AI \/ ML \u6280\u8853\u3001\u5148\u9032\u7684\u5206\u6790\u548c\u76f4\u89c0\u7684\u8a2d\u8a08\uff0c\u7c21\u5316\u4e86\u7db2\u7d61\u5b89\u5168\u64cd\u4f5c\u3002\u8207\u7af6\u722d\u5c0d\u624b\u8907\u96dc\u4e14\u6602\u8cb4\u7684\u8a2d\u7f6e\u4e0d\u540c\uff0cGraylog \u63d0\u4f9b\u5f37\u5927\u4e14\u7d93\u6fdf\u5be6\u60e0\u7684\u89e3\u6c7a\u65b9\u6848\uff0c\u5e6b\u52a9\u516c\u53f8\u4f01\u696d\u8f15\u9b06\u61c9\u5c0d\u5b89\u5168\u6311\u6230\u3002Graylog \u6210\u7acb\u65bc\u5fb7\u570b\u6f22\u5821\uff0c\u76ee\u524d\u7e3d\u90e8\u4f4d\u65bc\u7f8e\u570b\u4f11\u65af\u9813\uff0c\u670d\u52d9\u8986\u84cb\u8d85\u904e 180 \u500b\u570b\u5bb6\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t\n\t\t<div data-elementor-type=\"page\" data-elementor-id=\"69803\" class=\"elementor elementor-69803\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-748947f elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"748947f\" data-element_type=\"section\" data-e-type=\"section\" 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The company distributes a wide range of IT products across various areas including cyber security, cloud, data protection, end points, infrastructures, system monitoring, storage, networking, business productivity and communication products.\n\nThrough an extensive network of channels, point of sales, resellers, and partnership companies, Version 2 offers quality products and services which are highly acclaimed in the market. Its customers cover a wide spectrum which include Global 1000 enterprises, regional listed companies, different vertical industries, public utilities, Government, a vast number of successful SMEs, and consumers in various Asian cities.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Kubernetes \u8a18\u9304 (Logging) \u70ba\u53e2\u96c6\u5167\u7684\u6301\u7e8c\u6d3b\u52d5\u63d0\u4f9b\u4e86\u81f3\u95dc\u91cd\u8981\u7684\u53ef\u8996\u6027\u3002\u96d6\u7136 Kuberne [&hellip;]<\/p>","protected":false},"author":149011790,"featured_media":112472,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_wpcom_ai_launchpad_first_post":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_post_was_ever_published":true},"categories":[1303,1342,61],"tags":[1304,1341],"class_list":["post-128098","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-graylog","category-year2026","category-press-release","tag-graylog","tag-1341"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.0 - 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