{"id":1116,"date":"2022-11-18T19:52:47","date_gmt":"2022-11-19T03:52:47","guid":{"rendered":"https:\/\/ligai.cn\/blog\/?p=1116"},"modified":"2022-11-18T19:52:47","modified_gmt":"2022-11-19T03:52:47","slug":"%e6%8a%80%e6%9c%af%e5%88%86%e4%ba%ab-%e5%a4%9a%e6%b5%8b%e8%af%95%e7%8e%af%e5%a2%83%e7%9a%84%e5%8a%a8%e6%80%81%e4%bc%b8%e7%bc%a9%e5%ae%9e%e8%b7%b5","status":"publish","type":"post","link":"https:\/\/ligai.cn\/blog\/sharing\/1116.html","title":{"rendered":"\u6280\u672f\u5206\u4eab | \u591a\u6d4b\u8bd5\u73af\u5883\u7684\u52a8\u6001\u4f38\u7f29\u5b9e\u8df5"},"content":{"rendered":"\n<p>\u672c\u6587\u5c06\u4ece\u654f\u6377\u7814\u53d1\u56e2\u961f\u7684\u73af\u5883\u9700\u6c42\u4e0e\u75db\u70b9\u51fa\u53d1\uff0c\u5206\u4eab\u5982\u4f55\u57fa\u4e8e\u4e91\u6784\u5efa\u53ef\u5f39\u6027\u4f38\u7f29\u7684\u81ea\u52a8\u5316\u751f\u6210\u5f0f\u591a\u6d4b\u8bd5\u73af\u5883\uff1b\u66f4\u5728\u7ecf\u6d4e\u6548\u76ca\u5c42\u9762\uff0c\u63d0\u4f9b\u4e86\u591a\u79cd\u6210\u672c\u4f18\u5316\u65b9\u6848\uff0c\u4ee5\u6ee1\u8db3\u7814\u53d1\u56e2\u961f\u4f4e\u6210\u672c\u3001\u9ad8\u6548\u76ca\u7684\u591a\u6d4b\u8bd5\u73af\u5883\u8fd0\u884c\u76ee\u6807\u3002<\/p>\n\n\n\n<h2><strong>\u4e00\u3001\u5f53\u524d\u9047\u5230\u7684\u73af\u5883\u95ee\u9898<\/strong><\/h2>\n\n\n\n<p>\u521d\u671f\uff0c\u6839\u636e\u5b9e\u9645\u7814\u53d1\u9700\u8981\uff0cLigaAI\u4e3b\u8981\u5e94\u7528\u4e86\u4ee5\u4e0b\u56db\u5957\u73af\u5883\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img src=\"https:\/\/pic1.zhimg.com\/80\/v2-dea08573e5cdae4bacd4e8c606413898_720w.webp\" alt=\"\"\/><\/figure>\n\n\n\n<ul><li>Dev\u73af\u5883\u662f\u5f00\u53d1\u73af\u5883\uff0c\u4e13\u4f9b\u524d\/\u540e\u7aef\u5f00\u53d1\u4eba\u5458\u8fdb\u884c\u529f\u80fd\u5f00\u53d1\u81ea\u6d4b\u3001\u8054\u8c03\u7b49\uff1b<\/li><li>Sit\u73af\u5883\u4e3a\u6d4b\u8bd5\u73af\u5883\uff0c\u4f9b\u6d4b\u8bd5\u6210\u5458\u8fdb\u884c\u8fed\u4ee3\u529f\u80fd\u9a8c\u6536\uff1b<\/li><li>Pre\u73af\u5883\u4e3a\u9884\u53d1\u5e03\u73af\u5883\uff0c\u4e3b\u8981\u627f\u62c5\u6574\u4f53\u6d4b\u8bd5\u3001\u56de\u5f52\u6d4b\u8bd5\u7b49\uff1b<\/li><li>\u6700\u540e\uff0cProd\u73af\u5883\u4e3a\u751f\u4ea7\u73af\u5883\u3002<\/li><\/ul>\n\n\n\n<p>\u968f\u7740\u56e2\u961f\u89c4\u6a21\u4e0d\u65ad\u6269\u5927\u3001\u4e1a\u52a1\u7ec4\u5212\u5206\u8d70\u5411\u6e05\u6670\uff0c\u4ee5\u53ca\u5fae\u670d\u52a1\u62c6\u5206\u6108\u53d1\u7cbe\u7ec6\uff0c\u73af\u5883\u8d44\u6e90\u5f00\u59cb\u9010\u6b65\u7f29\u7d27\uff0c\u8d44\u6e90\u7d27\u5f20\u5e26\u6765\u7684\u51b2\u7a81\u9891\u7e41\u5236\u7ea6\u7740\u56e2\u961f\u53d1\u5c55\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-style-default\"><p>\u5bf9\u8fed\u4ee3\u6709\u98ce\u9669\u7684\u590d\u6742\u9700\u6c42\u9700\u8981\u5265\u79bb\u8fed\u4ee3\uff0c\u8fdb\u884c\u5355\u72ec\u6d4b\u8bd5\uff1b<br>\u5f00\u53d1\u4eba\u5458\u9700\u8981\u4e0d\u540c\u7684Dev\u73af\u5883\u8fdb\u884c\u8054\u8c03\uff1b<br>\u8fed\u4ee3\u5c0f\u7ec4\u7684\u8fed\u4ee3\u8fdb\u5ea6\u5404\u5f02\uff0c\u9700\u8981\u5206\u6279\u63d0\u6d4b\uff1b<br>\u7d27\u6025Hotfix\u6025\u9700\u6d4b\u8bd5\uff0c\u4f46\u73af\u5883\u5df2\u88ab\u5360\u7528\uff1b<br>\u9700\u8981\u8fdb\u884c\u7cfb\u7edf\u538b\u6d4b\uff0c\u5374\u7f3a\u4e4f\u4e00\u5957\u538b\u6d4b\u73af\u5883\uff1b<\/p><\/blockquote>\n\n\n\n<p>\u4e3a\u7f13\u89e3\u73af\u5883\u8d44\u6e90\u7d27\u5f20\u95ee\u9898\uff0cLigaAI\u5bf9\u539f\u6709\u7684Dev\u73af\u5883\u548cSit\u73af\u5883\u505a\u4e86\u5982\u4e0b\u6269\u5c55\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img src=\"https:\/\/pic2.zhimg.com\/80\/v2-7ac8b62ccbbd02dbf58af9b57b36c90d_720w.webp\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u5982\u6b64\u867d\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u6ee1\u8db3\u4e86\u4e0d\u65ad\u589e\u52a0\u7684\u73af\u5883\u9700\u6c42\uff0c\u4f46\u4e0d\u53ef\u907f\u514d\u5730\u5bfc\u81f4\u4e86\u5176\u4ed6\u95ee\u9898\u3002\u56e0\u6b64\uff0c\u9488\u5bf9\u4ee5\u4e0b\u73af\u5883\u9700\u6c42\u75db\u70b9\uff0cLigaAI\u7740\u624b\u642d\u5efa\u4e86\u4e00\u5957\u9ad8\u5f39\u6027\u3001\u53ef\u4f38\u7f29\u7684\u6d4b\u8bd5\u73af\u5883\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img src=\"https:\/\/pic1.zhimg.com\/80\/v2-edff136f9fbe1c6a79de611b841af9c8_720w.webp\" alt=\"\"\/><\/figure>\n\n\n\n<h2><strong>\u4e8c\u3001\u6d4b\u8bd5\u73af\u5883\u7684\u6539\u9020\u76ee\u6807<\/strong><\/h2>\n\n\n\n<p>\u5f00\u59cb\u6b63\u5f0f\u6539\u9020\u524d\uff0cLigaAI\u7ed3\u5408\u7814\u53d1\u6d41\u7a0b\u548c\u73af\u5883\u9700\u6c42\uff0c\u5bf9\u76ee\u6807\u6d4b\u8bd5\u73af\u5883\u63d0\u51fa\u4e86\u51e0\u70b9\u8981\u6c42\uff1a<\/p>\n\n\n\n<ul><li>\u591a\u73af\u5883\uff1a\u9488\u5bf9\u4e0d\u540c\u7684\u6d4b\u8bd5\u573a\u666f\uff0c\u53ef\u4ee5\u63d0\u4f9b\u4e0d\u540c\u7684\u6d4b\u8bd5\u73af\u5883\u3002<\/li><li>\u4e92\u76f8\u533a\u9694\uff1a\u6570\u636e\u3001\u914d\u7f6e\u4fe1\u606f\u548c\u5e94\u7528\u8bbf\u95ee\u5728\u4e0d\u540c\u73af\u5883\u4e4b\u95f4\u8981\u76f8\u4e92\u9694\u79bb\u3002<\/li><li>\u9ad8\u6548\u7a33\u5b9a\uff1a\u73af\u5883\u8981\u4fdd\u6301\u7a33\u5b9a\u4e14\u9ad8\u6548\u5730\u8fd0\u8f6c\uff0c\u4e0d\u80fd\u5f71\u54cd\u6b63\u5e38\u8fed\u4ee3\u8fdb\u5ea6\u3002<\/li><li>\u4f4e\u6210\u672c\uff1a\u4ea7\u751f\u5c3d\u53ef\u80fd\u8f83\u4f4e\u7684\u989d\u5916\u6210\u672c\uff0c\u4efb\u4f55\u65f6\u671f\u90fd\u8981\u5c06\u8d44\u6e90\u7528\u5728\u5200\u5203\u4e0a\u3002<\/li><li>\u53ef\u590d\u7528\uff1a\u9488\u5bf9\u7279\u6b8a\u9700\u6c42\u53ef\u5feb\u901f\u6269\u5c55\u65b0\u73af\u5883\uff1b\u7b80\u5316\u6d4b\u8bd5\u73af\u5883\u7ef4\u62a4\uff0c\u8ba9\u56e2\u961f\u805a\u7126\u7814\u53d1\u4e0e\u6d4b\u8bd5\u3002<\/li><\/ul>\n\n\n\n<h2><strong>\u7b2c\u4e00\u6b65\uff1a\u6d4b\u8bd5\u73af\u5883\u7684\u6807\u51c6\u5316\u6539\u9020<\/strong><\/h2>\n\n\n\n<h3>Step 1\uff1a\u642d\u5efa\u5e95\u5c42\u57fa\u7840\u8bbe\u65bd<\/h3>\n\n\n\n<p>\u56f4\u7ed5\u5f39\u6027\u3001\u6269\u5c55\u548c\u90e8\u7f72\u7b49\u5173\u952e\u8bcd\uff0cLigaAI\u6700\u7ec8\u9009\u7528Amazon EKS\u4f5c\u4e3a\u73af\u5883\u4f38\u7f29\u7684\u5e95\u5c42\u57fa\u7840\u8bbe\u65bd\u3002<\/p>\n\n\n\n<p>Amazon EKS\u5373Amazon Elastic Kubernetes Service\uff0c\u662f\u4e00\u9879\u5b8c\u5168\u6258\u7ba1\u7684\u670d\u52a1\u3002\u65e0\u9700\u5b89\u88c5\u3001\u64cd\u4f5c\u6216\u7ef4\u62a4\u96c6\u7fa4\u4e5f\u53ef\u8f7b\u677e\u8fd0\u884cKubernetes\uff0c\u800c\u5176\u5185\u7f6e\u7684\u63a7\u5236\u9762\u677f\u5219\u4e3aLigaAI\u7684\u96c6\u7fa4\u7ba1\u7406\u63d0\u4f9b\u4e86\u4fbf\u5229\u3002<\/p>\n\n\n\n<h3>Step 2\uff1a\u89c4\u8303\u4e2d\u95f4\u4ef6\u8d44\u6e90<\/h3>\n\n\n\n<p>\u4e3a\u65b9\u4fbf\u5e94\u7528\u63a5\u5165\uff0c\u6211\u4eec\u68b3\u7406\u4e86\u7cfb\u7edf\u4e2d\u9700\u8981\u6539\u9020\u6216\u547d\u540d\u89c4\u8303\u5316\u7684\u57fa\u7840\u8d44\u6e90\u548c\u4e2d\u95f4\u4ef6\uff0c\u5305\u62ec\u57df\u540d\u547d\u540d\u3001\u6570\u636e\u5e93\u5730\u5740\u3001\u6d88\u606f\u961f\u5217\u3001Redis\u548cElasticsearch\u7b49\u3002<\/p>\n\n\n\n<p>\u547d\u540d\u89c4\u8303\u5316\u53ef\u4ee5\u4ee5\u73af\u5883\u540d\u79f0\u4e3a\u7edf\u4e00\u6807\u8bc6\uff0c\u91c7\u7528\u300c\u8d44\u6e90\u540d\u79f0_\u73af\u5883\u540d\u79f0\u300d\u7b49\u5f62\u5f0f\u5b8c\u6210\u3002<\/p>\n\n\n\n<h3>Step 3\uff1a\u5e94\u7528\u6539\u9020<\/h3>\n\n\n\n<p>\u4e0b\u4e00\u6b65\uff0c\u4f9d\u636e\u68b3\u7406\u597d\u7684\u57fa\u7840\u8d44\u6e90\u548c\u4e2d\u95f4\u4ef6\u89c4\u8303\uff0c\u91cd\u65b0\u6574\u7406\u5e76\u7edf\u4e00\u6d4b\u8bd5\u73af\u5883\u914d\u7f6e\u4fe1\u606f\uff0c\u89c4\u8303\u5316\u5e94\u7528\u914d\u7f6e\u548c\u6301\u4e45\u5316\u6570\u636e\u3002<\/p>\n\n\n\n<p>\u5e94\u7528\u6539\u9020\u76ee\u6807\u662f\uff0c\u53ea\u9700\u6ce8\u5165\u73af\u5883\u540d\u79f0\uff0c\u5373\u53ef\u66ff\u6362\u6240\u6709\u4e0e\u73af\u5883\u76f8\u5173\u7684\u914d\u7f6e\u4fe1\u606f\uff0c\u5982\u56de\u8c03\u5730\u5740\u3001\u6d88\u606f\u961f\u5217\u3001\u6570\u636e\u5e93\u4fe1\u606f\u7b49\uff1b\u800c\u6301\u4e45\u5316\u7684\u6570\u636e\u4e0d\u5e94\u4fdd\u5b58\u4e0e\u73af\u5883\u4fe1\u606f\u76f8\u5173\u7684\u6570\u636e\u3002<\/p>\n\n\n\n<p>\u8be5\u9636\u6bb5\u53ef\u80fd\u6d89\u53ca\u5230\u4e00\u90e8\u5206\u4ee3\u7801\u6539\u9020\uff0c\u9700\u8981\u5f00\u53d1\u56e2\u961f\u53c2\u4e0e\u914d\u5408\u3002<\/p>\n\n\n\n<h3>Step 4\uff1a\u5236\u4f5c\u73af\u5883\u6a21\u677f<\/h3>\n\n\n\n<p>\u60f3\u8981\u81ea\u52a8\u751f\u6210\u73af\u5883\uff0c\u9996\u5148\u5fc5\u987b\u6709\u4e00\u5957\u542b\u6709\u6301\u4e45\u5316\u6570\u636e\u3001\u914d\u7f6e\u6587\u4ef6\u548c\u5e94\u7528\u5305\u7684\u73af\u5883\u6a21\u677f\uff1b\u5176\u4e2d\uff0c\u5e94\u7528\u5305\u6570\u636e\u5305\u62ec\u540e\u7aef\u955c\u50cf\u548c\u524d\u7aef\u8d44\u6e90\u5305\u3002<\/p>\n\n\n\n<p>\u5728\u672c\u6b21\u6539\u9020\u4e2d\uff0cLigaAI\u6307\u5b9aPre\u73af\u5883\u4f5c\u4e3a\u57fa\u51c6\u73af\u5883\u6a21\u677f\u6765\u6e90\u3002<\/p>\n\n\n\n<h3>Step 5\uff1a\u4e00\u952e\u642d\u5efa\u73af\u5883<\/h3>\n\n\n\n<p>\u4e3a\u6700\u5927\u7a0b\u5ea6\u63d0\u9ad8\u4ea7\u7814\u56e2\u961f\u6548\u7387\uff0c\u73af\u5883\u642d\u5efa\u5fc5\u987b\u65b9\u4fbf\u5feb\u6377\uff0c\u4e14\u6ee1\u8db3\u53ef\u590d\u7528\u8981\u6c42\u3002<\/p>\n\n\n\n<p>\u5c06\u73af\u5883\u642d\u5efa\u6d41\u7a0b\u7684\u5404\u4e2a\u73af\u8282\u811a\u672c\u5316\uff0c\u5e76\u5c06\u8fd9\u4e9b\u811a\u672c\u96c6\u6210\u5230\u6d41\u6c34\u7ebf\u4efb\u52a1\u5f53\u4e2d\uff0c\u5b9e\u73b0\u73af\u5883\u642d\u5efa\u7684\u4e00\u952e\u751f\u6210\u6548\u679c\uff1b\u5176\u4e2d\uff0c\u5c06\u90e8\u5206\u6d41\u7a0b\u5e76\u884c\u5904\u7406\uff0c\u4e5f\u4f1a\u52a0\u5feb\u73af\u5883\u751f\u6210\u901f\u5ea6\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img src=\"https:\/\/pic3.zhimg.com\/80\/v2-7560c55f35cd543e826789352611dfde_720w.webp\" alt=\"\"\/><\/figure>\n\n\n\n<h3>Step 6\uff1a\u73af\u5883\u767b\u8bb0\u8d23\u4efb\u4eba<\/h3>\n\n\n\n<p>\u9664\u4e00\u952e\u751f\u6210\u73af\u5883\u5916\uff0c\u5236\u5b9a\u6807\u51c6\u5316\u7684\u73af\u5883\u7ba1\u7406\u6d41\u7a0b\u4e5f\u5f88\u91cd\u8981\u3002\u660e\u786e\u73af\u5883\u8d1f\u8d23\u4eba\uff0c\u5c06\u73af\u5883\u751f\u6210\u3001\u91cd\u7f6e\u4e0e\u91ca\u653e\u6d41\u7a0b\u96c6\u6210\u5230\u8fd0\u7ef4\u5e73\u53f0\uff0c\u8ba9\u7533\u8bf7\u4fe1\u606f\u53ef\u89c6\u5316\uff1b<\/p>\n\n\n\n<p>\u540c\u65f6\uff0c\u901a\u8fc7\u4fe1\u606f\u901a\u77e5\u96c6\u6210IM\uff0c\u652f\u6301\u73af\u5883\u751f\u6210\/\u91ca\u653e\u4fe1\u606f\u3001\u73af\u5883\u5230\u671f\u63d0\u9192\u7b49\u901a\u77e5\u7684\u53ca\u65f6\u89e6\u8fbe\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img src=\"https:\/\/pic4.zhimg.com\/80\/v2-d4daaa2ebaf0de66a38290c4bf9de577_720w.webp\" alt=\"\"\/><\/figure>\n\n\n\n<h2><strong>\u56db\u3001\u6807\u51c6\u5316\u6539\u9020\u6210\u679c\uff1a\u73af\u5883\u751f\u6210\u81ea\u52a8\u5316<\/strong><\/h2>\n\n\n\n<p>\u81f3\u6b64\uff0c\u6d4b\u8bd5\u73af\u5883\u7684\u6807\u51c6\u5316\u6539\u9020\u544a\u4e00\u6bb5\u843d\uff0c\u800cLigaAI\u4e5f\u6210\u529f\u6253\u901a\u4e86\u73af\u5883\u6a21\u677f\u751f\u6210\u6d41\u7a0b\u548c\u73af\u5883\u7533\u8bf7\u6d41\u7a0b\u7684\u6570\u636e\u4f20\u9012\u901a\u9053\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img src=\"https:\/\/pic4.zhimg.com\/80\/v2-a9663413a35e06cf39297edbbbe4f343_720w.webp\" alt=\"\"\/><\/figure>\n\n\n\n<p><strong>\u5de6\u8fb9\uff1a\u73af\u5883\u6a21\u677f\u751f\u6210\u6d41\u7a0b<\/strong><\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-style-default\"><p>\u53d1\u5e03\u751f\u4ea7\u540e\uff0c\u89e6\u53d1\u6a21\u677f\u6784\u5efa\u4efb\u52a1\uff1b<br>\u901a\u8fc7\u63d0\u53d6Pre\u73af\u5883\u7684\u6570\u636e\uff0c\u627e\u51fa\u5f53\u524d\u7684\u955c\u50cf\u4fe1\u606f\uff0c\u6253\u4e0aTag\u5e76\u6807\u8bb0\u4e3a\u6a21\u677f\u955c\u50cf\uff1b<br>\u518d\u5c06\u73af\u5883\u6a21\u677f\u6240\u9700\u8981\u7684\u6570\u636e\u5e93\u3001\u914d\u7f6e\u6587\u4ef6\u548c\u524d\u7aef\u8d44\u6e90\u7b49\u6570\u636e\u4e0a\u4f20\u5230Amazon S3\u8fdb\u884c\u4fdd\u5b58\u3002<\/p><\/blockquote>\n\n\n\n<p><strong>\u53f3\u8fb9\uff1a\u73af\u5883\u7533\u8bf7\u6d41\u7a0b<\/strong><\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-style-default\"><p>\u73af\u5883\u7533\u8bf7\u4eba\u5148\u5728\u8fd0\u8425\u5e73\u53f0\u767b\u8bb0\u7533\u8bf7\uff0c\u586b\u5199\u4f7f\u7528\u65f6\u95f4\u548c\u4f7f\u7528\u8303\u56f4\uff1b<br>\u63d0\u4ea4\u7533\u8bf7\u540e\uff0c\u89e6\u53d1\u4efb\u52a1\uff1a\u4eceAmazon S3\u62c9\u53d6\u914d\u7f6e\u6570\u636e\uff0c\u521d\u59cb\u5316\u4e2d\u95f4\u4ef6\u8d44\u6e90\uff0c\u4ece\u955c\u50cf\u4ed3\u5e93\u62c9\u53d6\u6a21\u677f\u955c\u50cf\u90e8\u7f72\u5e94\u7528\uff0c\u4e00\u952e\u751f\u6210\u73af\u5883\uff1b<br>\u73af\u5883\u5230\u671f\u540e\u4f1a\u81ea\u52a8\u91ca\u653e\uff0c\u5982\u9700\u7ee7\u7eed\u4f7f\u7528\uff0c\u63d0\u4ea4\u5ef6\u957f\u767b\u8bb0\u4fe1\u606f\u5373\u53ef\u3002<\/p><\/blockquote>\n\n\n\n<p>\u73af\u5883\u751f\u6210\u7684\u6807\u51c6\u5316\u6539\u9020\u901a\u8fc7\u6d41\u6c34\u7ebf\u4efb\u52a1\u81ea\u52a8\u642d\u5efa\u3001\u73af\u5883\u81ea\u52a8\u91ca\u653e\u548c\u7533\u8bf7\u4eba\u767b\u8bb0\uff0c\u89e3\u51b3\u4e86\u73af\u5883\u9700\u6c42\u7684\u4e09\u5927\u75db\u70b9\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img src=\"https:\/\/pic3.zhimg.com\/80\/v2-87d7016e5a96446d7f19ff7fe0fd4982_720w.webp\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u60f3\u8981\u8fdb\u4e00\u6b65\u89e3\u51b3\u73af\u5883\u8d44\u6e90\u7d27\u7f3a\u6216\u6d6a\u8d39\u7684\u95ee\u9898\uff0c\u9700\u8981\u7ee7\u7eed\u5b8c\u6210\u6d4b\u8bd5\u73af\u5883\u7684\u5f39\u6027\u4f38\u7f29\u6539\u9020\u3002<\/p>\n\n\n\n<h2><strong>\u7b2c\u4e8c\u6b65\uff1a\u6d4b\u8bd5\u73af\u5883\u7684\u5f39\u6027\u4f38\u7f29\u6539\u9020<\/strong><\/h2>\n\n\n\n<p>\u5bb9\u5668\u8d44\u6e90\u4e3b\u8981\u5206\u4e3aPod\u7ea7\u522b\u548cNode\u7ea7\u522b\u3002\u6bcf\u4e2aPod\u5305\u542b\u4e00\u4e2a\u6216\u591a\u4e2a\u5e94\u7528\u5bb9\u5668\uff0c\u5e76\u4ee5\u6574\u4f53\u7684\u5f62\u5f0f\u5728Node\u4e4b\u4e0a\u8fd0\u884c\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img src=\"https:\/\/pic4.zhimg.com\/80\/v2-17bf050fa1b76bc93351850cbecec7f7_720w.webp\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u4e0e\u8d44\u6e90\u5206\u7c7b\u5bf9\u5e94\uff0c\u8d44\u6e90\u4f38\u7f29\u4e5f\u6709\u4e24\u79cd\u6a21\u5f0f\uff1a<\/p>\n\n\n\n<ul><li>Pod\u7ea7\u522b\u7684\u8d44\u6e90\u4f38\u7f29\u4e3aHPA\uff0c\u662fKubernetes\u7684\u5185\u7f6e\u670d\u52a1\uff0c\u4e3b\u8981\u7528\u4e8e\u526f\u672c\u6570\u91cf\u7684\u8c03\u6574\uff1b<\/li><li>Node\u7ea7\u522b\u7684\u8d44\u6e90\u4f38\u7f29\u4e3aCluster Autoscaler\uff0c\u975eKubernetes\u5185\u7f6e\u670d\u52a1\uff0c\u9700\u8981\u624b\u52a8\u90e8\u7f72Deployment\u5b89\u88c5\uff1b<\/li><\/ul>\n\n\n\n<p>\u60f3\u8981\u8ba9\u670d\u52a1\u5668\u8d44\u6e90\u6ee1\u8db3\u53d8\u5316\u9891\u7e41\u7684\u7814\u53d1\u73af\u5883\u9700\u6c42\uff0c\u5219\u9700\u8981\u5bf9Node\u7ea7\u522b\u8fdb\u884c\u5f39\u6027\u4f38\u7f29\u6539\u9020\u3002<\/p>\n\n\n\n<p>Amazon EC2 Auto Scaling groups\uff08\u4ee5\u4e0b\u7b80\u79f0\u81ea\u52a8\u4f38\u7f29\u7ec4\uff09\u63d0\u4f9b\u4e86\u5f39\u6027\u6269\u5c55\u670d\u52a1\u5668\u5b9e\u4f8b\u7684\u529f\u80fd\uff0c\u652f\u6301\u8bbe\u7f6e\u670d\u52a1\u5668\u7684\u521d\u59cb\u751f\u6210\u6570\u91cf\u3001\u6700\u5c0f\u6570\u91cf\u4ee5\u53ca\u6700\u5927\u6570\u91cf\u9650\u5236\u3002<\/p>\n\n\n\n<p>\u5f53\u6269\u5c55\u7b56\u7565\u751f\u6548\u65f6\uff0c\u81ea\u52a8\u4f38\u7f29\u7ec4\u4f1a\u5728\u6307\u5b9a\u7684\u6700\u5c0f\u548c\u6700\u5927\u5bb9\u91cf\u503c\u4e4b\u95f4\u8c03\u6574\u7ec4\u7684\u6240\u9700\u5bb9\u91cf\uff0c\u5e76\u6839\u636e\u9700\u8981\u542f\u52a8\u6216\u7ec8\u6b62\u5b9e\u4f8b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img src=\"https:\/\/pic2.zhimg.com\/80\/v2-7b102aeef88badf131ae05d6cbeb60a5_720w.webp\" alt=\"\"\/><\/figure>\n\n\n\n<h3>\u75db\u70b94\uff1a\u670d\u52a1\u5668\u8d44\u6e90\u4e0d\u8db3\u65f6\uff0c\u5982\u4f55\u6269\u5bb9\uff1f<\/h3>\n\n\n\n<p>\u73af\u5883\u7533\u8bf7\u6210\u529f\u540e\uff0cPod\u6570\u91cf\u589e\u52a0\uff0c\u4f46\u56e0\u8282\u70b9\u8d44\u6e90\u9971\u548c\/\u4e0d\u8db3\uff0c\u6b64\u65f6\u65b0\u7684Pod\u4f1a\u5904\u4e8ePending\u72b6\u6001\u3002<\/p>\n\n\n\n<p>Cluster Autoscaler\u5b9a\u671f\uff08\u9ed8\u8ba4\u95f4\u9694 10 \u79d2\uff09\u68c0\u6d4b\u8282\u70b9\u8d44\u6e90\u7684\u4f7f\u7528\u60c5\u51b5\u3002\u4e00\u65e6\u76d1\u6d4b\u5230Pending\u72b6\u6001\u7684Pod\uff0c\u4fbf\u4f1a\u89e6\u53d1\u8282\u70b9\u6269\u5bb9\uff0c\u8c03\u7528Cloud Provider\uff0c\u521b\u5efa\u65b0\u7684Node\u4ee5\u6ee1\u8db3\u589e\u52a0\u7684\u73af\u5883\u9700\u6c42\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img src=\"https:\/\/pic3.zhimg.com\/80\/v2-d4278ddde9b321edfcdae2503b7f3cd6_720w.webp\" alt=\"\"\/><\/figure>\n\n\n\n<h3>\u75db\u70b95\uff1a\u670d\u52a1\u5668\u8d44\u6e90\u8fc7\u5269\u65f6\uff0c\u5982\u4f55\u7f29\u5bb9\uff1f<\/h3>\n\n\n\n<p>\u6d4b\u8bd5\u5b8c\u6210\u540e\uff0c\u73af\u5883\u8d44\u6e90\u91ca\u653e\uff0cPod\u88ab\u5220\u9664\u3002\u6b64\u65f6\uff0cNode\u8d44\u6e90\u5448\u95f2\u7f6e\u72b6\u6001\u3002<\/p>\n\n\n\n<p>\u5f53\u68c0\u6d4b\u5230\u4e00\u4e2aNode\u5df2\u8d85\u8fc7 10 \u5206\u949f\u6ca1\u6709\u6267\u884c\u4efb\u4f55\u6269\u5c55\u64cd\u4f5c\uff0c\u6216\u8d44\u6e90\u5229\u7528\u7387\u5747\u4f4e\u4e8e 50% \u65f6\uff0cCluster Autoscaler\u4f1a\u63a7\u5236\u81ea\u52a8\u4f38\u7f29\u7ec4\u8fdb\u884c\u56de\u6536\u8282\u70b9\uff0c\u81ea\u52a8\u5c06\u5176\u5220\u9664\uff1b\u539f\u6765\u7684Pod\u4e5f\u4f1a\u81ea\u52a8\u8c03\u5ea6\u5230\u5176\u4ed6Node\u4e0a\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img src=\"https:\/\/pic2.zhimg.com\/80\/v2-5e7355e9d1b0b74c087a65a29716ebbd_720w.webp\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u4ee5\u4e0a\uff0cCluster Autoscaler\u901a\u8fc7Cloud Provider\u63d2\u4ef6\uff0c\u64cd\u4f5c\u81ea\u52a8\u4f38\u7f29\u7ec4\u5b8c\u6210\u670d\u52a1\u5668\u8d44\u6e90\u7684\u6269\u5c55\u4e0e\u56de\u6536\uff0c\u8fbe\u6210\u6d4b\u8bd5\u73af\u5883\u7684\u5f39\u6027\u4f38\u7f29\u6539\u9020\u3002<\/p>\n\n\n\n<h2><strong>\u516d\u3001\u5982\u4f55\u5b9e\u73b0\u4f4e\u6210\u672c\uff0c\u9ad8\u6548\u8fd0\u884c\u73af\u5883\uff1f<\/strong><\/h2>\n\n\n\n<h3>1. \u4e2d\u95f4\u4ef6\u8d44\u6e90\u590d\u7528<\/h3>\n\n\n\n<p>\u4e91\u73af\u5883\u4e0b\uff0c\u5bf9\u6570\u636e\u5e93\u3001Redis\u3001Elasticsearch\u3001\u914d\u7f6e\u4e2d\u5fc3\u548c\u6ce8\u518c\u4e2d\u5fc3\u7b49\u4e2d\u95f4\u4ef6\u8d44\u6e90\u8fdb\u884c\u590d\u7528\uff0c\u53ef\u5927\u5e45\u8282\u7701\u4f7f\u7528\u6210\u672c\u548c\u8d44\u6e90\uff0c\u964d\u4f4e\u73af\u5883\u6269\u5c55\u96be\u5ea6\u3002<\/p>\n\n\n\n<p>\u6bd4\u5982\uff0c\u5728\u4e00\u4e2a\u6570\u636e\u5e93\u5b9e\u4f8b\u4e0a\uff0c\u4ee5\u73af\u5883\u540d\u79f0\u4e3a\u7d22\u5f15\u6807\u8bc6\uff0c\u521b\u5efa\u4e0d\u540c\u73af\u5883\u7684\u6570\u636e\u5e93\uff0c\u4ee5\u8282\u7701\u8d44\u6e90\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img src=\"https:\/\/pic2.zhimg.com\/80\/v2-cc5557f847a89616b872e951e4a92e25_720w.webp\" alt=\"\"\/><\/figure>\n\n\n\n<h3>2. \u5408\u7406\u5206\u914d\u8d44\u6e90<\/h3>\n\n\n\n<p>\u6b64\u5916\uff0c\u8fd8\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762\uff0c\u63a7\u5236\u4e91\u670d\u52a1\u5668\u4e0a\u7684\u6210\u672c\u652f\u51fa\u3002<\/p>\n\n\n\n<p>\u7b2c\u4e00\uff0c\u5408\u7406\u5206\u914dCPU\u548c\u5185\u5b58\u7684Pod\u8d44\u6e90\u9884\u7559\u4e0e\u8d44\u6e90\u9650\u5236\u3002\u8d44\u6e90\u9884\u7559\uff08Requests\uff09\u8868\u793aPod\u9700\u8981\u5360\u7528\u7684\u6700\u5c0f\u8d44\u6e90\uff0c\u5373\u8282\u70b9\u4e0a\u5fc5\u987b\u6709\u5927\u4e8eRequest\u503c\u7684\u8d44\u6e90\uff0c\u624d\u80fd\u8c03\u5ea6\u8fd9\u4e2a\u8282\u70b9\uff1b\u800c\u8d44\u6e90\u9650\u5236\uff08Limits\uff09\u5219\u8868\u793aPod\u53ef\u4f7f\u7528\u8d44\u6e90\u7684\u6700\u5927\u503c\uff0c\u5f53\u5bb9\u5668\u5360\u7528\u8d44\u6e90\u8d85\u8fc7Limit\u503c\u65f6\uff0c\u5c31\u4f1a\u88ab\u7ec8\u6b62\u6216\u91cd\u542f\u3002<\/p>\n\n\n\n<p>CPU\u662f\u5f39\u6027\u8d44\u6e90\uff0c\u800c\u5927\u90e8\u5206IO\u5bc6\u96c6\u578b\u5e94\u7528\u5728\u6d4b\u8bd5\u65f6\u5bf9CPU\u7684\u4f7f\u7528\u7387\u548c\u6d88\u8017\u90fd\u6bd4\u8f83\u4f4e\uff0c\u56e0\u6b64\u5efa\u8bae<strong>\u5c06CPU\u7684Requests\u8bbe\u7f6e\u5c0f\u4e00\u4e9b\uff0c\u5c06Limits\u8c03\u5927\u4e00\u70b9<\/strong>\u3002<\/p>\n\n\n\n<p><strong>Java\u5e94\u7528\u5206\u914d\u5185\u5b58\u5219\u53ef\u4ee5\u901a\u8fc7\u5206\u6790GC\u65e5\u5fd7\u3001\u5e94\u7528\u76d1\u63a7\u4fe1\u606f\u3001JVM\u76d1\u63a7\u4fe1\u606f\u7b49\uff0c\u6839\u636eGC\u9891\u7387\u548cGC\u8017\u65f6\u7684\u8868\u73b0\uff0c\u627e\u5230\u4e00\u4e2a\u53ef\u63a5\u53d7\u7684\u5185\u5b58\u8bbe\u7f6e\u5e73\u8861\u70b9\uff0c<\/strong>\u7528\u8f83\u5c0f\u7684\u5185\u5b58\u6ee1\u8db3\u5f53\u524d\u7684\u670d\u52a1\u9700\u8981\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img src=\"https:\/\/pic1.zhimg.com\/80\/v2-aedafc886703b5029568a574afd83b6c_720w.webp\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u7b2c\u4e8c\uff0c\u5173\u6ce8\u8282\u70b9\u7684\u914d\u7f6e\u6bd4\u4f8b\u548c\u5927\u5c0f\u9009\u53d6\u3002CPU\u548c\u5185\u5b58\u7684\u8282\u70b9\u914d\u7f6e\u6bd4\u4f8b\u9700\u8981\u6839\u636e\u5b9e\u9645\u4e1a\u52a1\u7cfb\u7edf\u7684\u9700\u6c42\u786e\u5b9a\u3002<strong>\u6bd4\u4f8b\u8bbe\u7f6e\u539f\u5219\u662f\u907f\u514dCPU\u6216\u5185\u5b58\u6210\u4e3a\u660e\u663e\u7684\u77ed\u677f<\/strong>\uff0c\u5e38\u89c1\u7684\u5e94\u7528\u6bd4\u4f8b\u662f 1:4 \u6216\u8005 1:8\u3002<\/p>\n\n\n\n<p>\u8282\u70b9\u7684\u9009\u62e9\u4e0a\uff0c\u4e00\u65b9\u9762\u8981\u907f\u514d\u9009\u62e9\u914d\u7f6e\u4f4e\u7684\u5c0f\u8282\u70b9\u3002\u56e0\u4e3a\u8282\u70b9\u4e0a\u9700\u8981\u90e8\u7f72Kubernetes\u7684\u57fa\u7840\u7ec4\u4ef6\uff0c\u8fd9\u4f1a\u6d88\u8017\u56fa\u5b9a\u7684\u8d44\u6e90\uff0c\u4e14\u8282\u70b9\u8d8a\u591a\uff0c\u6574\u4f53\u5f00\u9500\u548c\u6210\u672c\u8d8a\u5927\uff1b\u6b64\u5916\uff0c\u8fc7\u5c0f\u7684\u8282\u70b9\u8fd8\u53ef\u80fd\u51fa\u73b0\u8d44\u6e90\u788e\u7247\u7684\u95ee\u9898\uff0c\u6240\u4ee5\u5efa\u8bae\u9002\u5f53\u6311\u9009\u5927\u4e00\u4e9b\u7684\u8282\u70b9\u3002<\/p>\n\n\n\n<p>\u53e6\u4e00\u65b9\u9762\uff0c\u5207\u5fcc\u76f2\u76ee\u8ffd\u6c42\u5927\u8282\u70b9\u3002\u5927\u8282\u70b9\u5141\u8bb8\u7684Pod\u6570\u91cf\u8f83\u591a\uff0c\u4e00\u65e6\u8282\u70b9\u51fa\u73b0\u95ee\u9898\uff0c\u5f71\u54cd\u8303\u56f4\u4e5f\u4f1a\u66f4\u5927\u3002\u540c\u65f6\uff0c\u5927\u8282\u70b9\u7684\u81ea\u52a8\u4f38\u7f29\u6210\u672c\u66f4\u9ad8\uff0c\u5bb9\u6613\u51fa\u73b0\u300c\u6740\u9e21\u7528\u725b\u5200\u300d\u7684\u60c5\u51b5\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img src=\"https:\/\/pic3.zhimg.com\/80\/v2-2232397b241f9a79c5969cbd4420dd4a_720w.webp\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u7b2c\u4e09\uff0c\u5949\u884c\u52e4\u4fed\u8282\u7ea6\u539f\u5219\u3002\u4e00\u6b21\u6027\u8fd0\u884c\u7684\u4efb\u52a1\u6216\u6267\u884c\u9891\u7387\u8f83\u4f4e\u7684\u5468\u671f\u4efb\u52a1\uff0c\u53ef\u4ee5\u901a\u8fc7K8S Job\u548cCronJob\u6267\u884c\u3002\u53e6\u5916\uff0c\u8d44\u6e90\u8282\u7ea6\u610f\u8bc6\u4e5f\u8868\u73b0\u5728\u73af\u5883\u4e0d\u7528\u65f6\u53ca\u65f6\u56de\u6536\u3001\u6ca1\u6709\u7279\u522b\u60c5\u51b5\u4e0d\u968f\u4fbf\u7533\u8bf7\u73af\u5883\u3001\u907f\u514d\u975e\u5e38\u89c4\u73af\u5883\u7a7a\u7f6e\u7b49\u4e60\u60ef\u4e4b\u4e2d\u3002<\/p>\n\n\n\n<h3>3. \u63a7\u5236\u4e91\u4e0a\u7684\u6210\u672c<\/h3>\n\n\n\n<p>LigaAI\u7684\u6d4b\u8bd5\u73af\u5883\u6539\u9020\u91c7\u7528\u4e86\u591a\u9879\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u670d\u52a1\uff0c\u56e0\u6b64\u6211\u4eec\u4e5f\u901a\u8fc7\u51cf\u5c11\u4e91\u670d\u52a1\u5546\u7684\u6210\u672c\u8d39\u7528\uff0c\u8fdb\u4e00\u6b65\u5b9e\u73b0\u4f4e\u6210\u672c\u7684\u9ad8\u6548\u8fd0\u884c\u3002<\/p>\n\n\n\n<p>\u9996\u5148\uff0c\u6311\u9009\u5408\u9002\u7684\u533a\u57df\u5f88\u91cd\u8981\u3002\u5c31\u4e9a\u9a6c\u900a\u4e91\u670d\u52a1\u800c\u8a00\uff0c\u4e0d\u540c\u533a\u57df\u7684\u8d39\u7528\u6807\u51c6\u4e5f\u4f1a\u6709\u6240\u5dee\u5f02\u3002\u53ef\u4ee5\u591a\u591a\u5bf9\u6bd4\u4e2d\u56fd\u533a\u548c\u5916\u56fd\u533a\uff0c\u6216\u5b81\u590f\u533a\u57df\u548c\u5317\u4eac\u533a\u57df\u7684\u76f8\u5173\u8d39\u7528\u6807\u51c6\uff0c\u9009\u62e9\u6700\u5408\u9002\u7684\u533a\u57df\u670d\u52a1\u3002<\/p>\n\n\n\n<p>\u5176\u6b21\uff0c\u8fd8\u53ef\u4ee5\u5173\u6ce8\u4e91\u670d\u52a1\u5668\u7684\u4e0d\u540c\u5b9a\u4ef7\u65b9\u6848\u3002\u4ee5Amazon EC2\u4e91\u670d\u52a1\u4e3a\u4f8b\uff0c\u6211\u4eec\u4e3b\u8981\u8003\u8651\u6309\u9700\u5b9e\u4f8b\u3001\u9884\u7559\u5b9e\u4f8b\u548c\u7ade\u4ef7\u5b9e\u4f8b\u4e09\u79cd\u5b9a\u4ef7\u65b9\u6848\u3002<\/p>\n\n\n\n<ul><li>\u6309\u9700\u5b9e\u4f8b\/On-Demand Instances\uff1a\u6309\u5c0f\u65f6\u6216\u79d2\uff08\u6700\u5c11 60 \u79d2\uff09\u6536\u8d39\u3002<\/li><li>\u9884\u7559\u5b9e\u4f8b\/Reserved Instances\uff1a\u7c7b\u4f3c\u6309\u5e74\u4ed8\u8d39\uff1b\u76f8\u6bd4\u6309\u9700\u5b9e\u4f8b\uff0c\u6700\u9ad8\u53ef\u63d0\u4f9b 72% \u6298\u6263\u3002<\/li><li>\u7ade\u4ef7\u5b9e\u4f8b\/Spot Instances\uff1a\u5728\u670d\u52a1\u5668\u9700\u6c42\u4e0d\u9ad8\u65f6\uff0c\u53ef\u51fa\u552e\u7a7a\u95f2\u670d\u52a1\u5668\u8d44\u6e90\uff1b\u76f8\u6bd4\u6309\u9700\u5b9e\u4f8b\uff0c\u6700\u591a\u53ef\u4eab 90% \u6298\u6263\u3002<\/li><\/ul>\n\n\n\n<p>\u91c7\u7528\u300c\u9884\u7559\u5b9e\u4f8b+\u7ade\u4ef7\u5b9e\u4f8b\u300d\u7684\u7ec4\u5408\u65b9\u5f0f\uff0c\u4e5f\u80fd\u8fdb\u4e00\u6b65\u5b9e\u73b0\u7ecf\u6d4e\u6548\u76ca\u6700\u5927\u5316\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-style-default\"><p>\u5bf9\u4e8e\u56fa\u5b9a\u7684\u73af\u5883\uff0c\u63d0\u524d\u8ba1\u7b97\u597d\u9700\u8981\u7684\u670d\u52a1\u5668\u6570\u91cf\uff0c\u7533\u8bf7\u9884\u7559\u5b9e\u4f8b\uff0c\u5e76\u5c06\u5176\u8bbe\u7f6e\u4e3a\u81ea\u52a8\u4f38\u7f29\u7ec4\u4e2d\u7684\u6700\u5c0f\u5b9e\u4f8b\u6570\u91cf\uff1b\u518d\u5c06\u989d\u5916\u7684\u6269\u5c55\u73af\u5883\u8bbe\u7f6e\u4e3a\u6700\u5927\u6570\u91cf\uff0c\u4ee5\u6b64\u5b9e\u73b0\u5f39\u6027\u6269\u5bb9\u3002<br>\u5bf9\u7a33\u5b9a\u6027\u8981\u6c42\u4e0d\u9ad8\u7684\u73af\u5883\u6216\u5e94\u7528\uff08\u5982\u5f00\u53d1\u73af\u5883\uff09\uff0c\u53ef\u4ee5\u901a\u8fc7Spot\u81ea\u52a8\u4f38\u7f29\u7ec4\u8fdb\u884c\u73af\u5883\u6269\u5bb9\u3002<\/p><\/blockquote>\n\n\n\n<figure class=\"wp-block-image\"><img src=\"https:\/\/pic1.zhimg.com\/80\/v2-853c3e73ae2dd3a668b0464c51c6df6c_720w.webp\" alt=\"\"\/><\/figure>\n\n\n\n<p><strong>01 \u914d\u7f6e\u8282\u70b9\u4eb2\u548c\u6027\u548c\u6c61\u70b9<\/strong><\/p>\n\n\n\n<p>\u8bbe\u7f6e\u8282\u70b9\u4eb2\u548c\u6027\u6216\u6c61\u70b9\uff0c\u8ba9\u5bf9\u7684Pod\u88ab\u8c03\u5ea6\u5230\u6b63\u786e\u7684\u8282\u70b9\u4e0a\u3002\u8282\u70b9\u4eb2\u548c\u6027\u4f7f\u5f97Pod\u88ab\u5438\u5f15\u5230\u4e00\u7c7b\u5177\u6709\u7279\u5b9a\u6807\u7b7e\u7684\u8282\u70b9\u4e0a\uff0c\u800c\u8282\u70b9\u6c61\u70b9\uff08Taint\uff09\u5219\u76f8\u53cd\uff0c\u5b83\u4f7f\u5f97Pod\u907f\u514d\u88ab\u8c03\u5ea6\u5230\u8fd9\u4e9b\u8282\u70b9\u4e0a\u3002<\/p>\n\n\n\n<p>\u901a\u8fc7\u5c06\u9700\u8981\u7a33\u5b9a\u8fd0\u884c\u7684Pod\u56fa\u5b9a\u5728\u6309\u9700\u5b9e\u4f8b\u6216\u9884\u7559\u5b9e\u4f8b\u7684\u8282\u70b9\u7ec4\u4e0a\uff0c\u5c06\u53ef\u5bb9\u5fcd\u4e2d\u65ad\u7684Pod\u9650\u5236\u5728Spot\u8282\u70b9\u7ec4\u4e0a\uff0c\u4e5f\u53ef\u6ee1\u8db3\u6210\u672c\u63a7\u5236\u7684\u9700\u8981\u3002<\/p>\n\n\n\n<p>\u4e3a\u4e86\u65b9\u4fbf\u73af\u5883\u56de\u6536\u65f6\u7684\u8282\u70b9\u91ca\u653e\uff0c\u6309\u73af\u5883\u540d\u79f0\u8bbe\u7f6ePod\u4eb2\u548c\u6027\uff0c\u5c06\u540c\u4e00\u73af\u5883\u7684Pod\u5c3d\u91cf\u653e\u7f6e\u5230\u76f8\u540c\u7684\u8282\u70b9\uff0c\u51cf\u5c11\u8282\u70b9\u4e2d\u7684Pod\u8f6c\u79fb\uff0c\u63d0\u9ad8\u8282\u70b9\u56de\u6536\u7387\u3002<\/p>\n\n\n\n<p><strong>02 \u5982\u4f55\u964d\u4f4eSpot\u8282\u70b9\u4e2d\u65ad\u7684\u5f71\u54cd\uff1f<\/strong><\/p>\n\n\n\n<p>\u7b2c\u4e00\uff0c\u9009\u62e9\u591a\u4e2a\u53ef\u7528\u533a\u548c\u591a\u79cd\u5b9e\u4f8b\u7c7b\u578b\u3002\u6ce8\u610f\uff0c\u540c\u4e00\u4e2a\u8282\u70b9\u7ec4\u7684\u5b9e\u4f8b\u7c7b\u578b\u7684CPU\u6838\u5fc3\u6570\u91cf\u8ddf\u5185\u5b58\u5927\u5c0f\u5fc5\u987b\u4e00\u81f4\uff0c\u8fd9\u6837\u4f1a\u6709\u66f4\u5145\u8db3\u7684\u8d44\u6e90\u3002<\/p>\n\n\n\n<p>\u7b2c\u4e8c\uff0c\u8bbe\u7f6ePod\u4f18\u5148\u7ea7\u3002\u5bf9\u975e\u5173\u952ePod\u8bbe\u7f6e\u4f4e\u4f18\u5148\u7ea7\uff0c\u53ef\u4ee5\u5728\u8282\u70b9\u56de\u6536\u65f6\uff0c\u7387\u5148\u5c06\u91cd\u8981\u7684Pod\u8f6c\u79fb\u5230\u5176\u5b83\u7a7a\u95f2\u8d44\u6e90\u4e2d\u53bb\uff1b<\/p>\n\n\n\n<p>\u7b2c\u4e09\uff0c\u8fd8\u53ef\u4ee5\u5728\u8282\u70b9\u5173\u95ed\u524d\uff0c\u5148\u5c06Pod\u8c03\u5ea6\u8f6c\u79fb\u3002\u5177\u4f53\u5b9e\u73b0\u8def\u5f84\u5982\u4e0b\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img src=\"https:\/\/pic1.zhimg.com\/80\/v2-4ab437593dd23fae3dba975347060e80_720w.webp\" alt=\"\"\/><\/figure>\n\n\n\n<blockquote class=\"wp-block-quote is-style-default\"><p>\u9996\u5148\uff0c\u5f00\u542f\u81ea\u52a8\u4f38\u7f29\u7ec4\u7684\u300c\u5bb9\u91cf\u518d\u5e73\u8861\u8bbe\u7f6e\u300d\u3002\u5f00\u542f\u540e\uff0c\u5982\u679cSpot\u8282\u70b9\u6709\u4e2d\u65ad\u98ce\u9669\uff0c\u81ea\u52a8\u4f38\u7f29\u7ec4\u5c31\u4f1a\u63d0\u524d\u53d1\u51fa\u5bb9\u91cf\u518d\u5e73\u8861\u901a\u77e5\uff0c\u5e76\u91cd\u65b0\u5206\u914d\u4e00\u4e2a\u65b0\u7684Spot\u8282\u70b9\u3002<br>\u65e7\u8282\u70b9\u5173\u95ed\u524d\u4e24\u5206\u949f\uff0c\u81ea\u52a8\u4f38\u7f29\u7ec4\u4f1a\u53d1\u51fa\u7ec8\u6b62\u5b9e\u4f8b\u7684\u901a\u77e5\uff08\u9700\u624b\u52a8\u5f00\u542f\u76f8\u5e94\u7684\u901a\u77e5\u914d\u7f6e\uff09\u3002<br>\u800c\u5728Kubernetes\u4e2d\uff0c\u6211\u4eec\u9700\u8981\u90e8\u7f72AWS Node Termination Handler\u670d\u52a1\uff0c\u5e76\u901a\u8fc7\u5b83\u6765\u63a5\u6536\u4e8b\u4ef6\uff0c\u9a71\u9010\u65e7\u8282\u70b9\u91cc\u7684Pod\uff1bPod\u9a71\u9010\u5b8c\u6210\u540e\uff0c\u518d\u5173\u95ed\u65e7\u7684\u8282\u70b9\u3002<\/p><\/blockquote>\n\n\n\n<p>\u4ee5\u4e0a\u6b65\u9aa4\u53ef\u4ee5\u57fa\u672c\u4fdd\u8bc1Spot\u8282\u70b9\u7684\u76f8\u5bf9\u7a33\u5b9a\u6027\u3002<\/p>\n\n\n\n<h3>4. \u8d26\u5355\u8d39\u7528\u76d1\u63a7\u544a\u8b66<\/h3>\n\n\n\n<p>\u6700\u540e\uff0c\u505a\u597d\u8d39\u7528\u7684\u76d1\u63a7\u9884\u8b66\u4e5f\u5f88\u91cd\u8981\u3002\u4ee5\u4e0b\u670d\u52a1\u53ef\u7528\u4e8e\u76d1\u63a7\u8d39\u7528\u660e\u7ec6\uff0c\u63d0\u4f9b\u8d44\u6e90\u4f18\u5316\u652f\u6491\uff0c\u4e5f\u53ef\u4ee5\u5bf9\u8d26\u5355\u8d39\u7528\u7a81\u589e\u3001\u9884\u7559\u5b9e\u4f8b\u8986\u76d6\u7387\u8fdb\u884c\u544a\u8b66\u901a\u77e5\u3002<\/p>\n\n\n\n<ul><li>Amazon Cost Explorer<\/li><li>Amazon Budgets<\/li><li>AWS Tweaker<\/li><\/ul>\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n<p>\u672c\u6587\u5185\u5bb9\u6574\u7406\u81eaApps Everywhere\u7cfb\u5217\u6d3b\u52a8 &#8211; \u6df1\u5733\u7ad9\uff08\u7ebf\u4e0a\u76f4\u64ad\uff09\u7684\u4e3b\u9898\u5206\u4eab\u3002\u8be5\u6d3b\u52a8\u7531\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280User Group\u4e3e\u529e\uff0c\u805a\u7126\u4e91\u539f\u751f\u5f00\u53d1\u6280\u672f\uff0c\u63a2\u7d22\u4e91\u539f\u751f\u6280\u672f\u4e0b\u7684\u6d4b\u8bd5\u3001\u4ea4\u4ed8\u3001\u5b89\u5168\u7b49\u8bdd\u9898\u7684\u5168\u65b0\u601d\u7ef4\u78b0\u649e\u3002<\/p>\n\n\n\n<p>\u672a\u6765\uff0cLigaAI\u5c06\u6301\u7eed\u4e3a\u5f00\u53d1\u8005\u793e\u533a\u63d0\u4f9b\u9ad8\u8d28\u91cf\u6280\u672f\u5206\u4eab\uff0c\u4e0e\u66f4\u591a\u5f00\u53d1\u8005\u548c\u56e2\u961f\u4e00\u8d77\u63a2\u7d22\u9ad8\u6548\u76ca\u7684\u7814\u53d1\u7ba1\u7406\u4e4b\u9053\u3002<\/p>\n\n\n\n<p class=\"has-normal-font-size\"><strong>&gt;&gt; LigaAI \u5f80\u671f\u7cbe\u5f69\u9605\u8bfb &lt;&lt;<\/strong><\/p>\n\n\n\n<p><a href=\"https:\/\/ligai.cn\/blog\/alige\/1114.html\">\u88ab\u5ffd\u60a0\u5165\u5751\u540e\uff0c\u6211\u5982\u4f55\u8ba9\u4ea7\u54c1\u300c\u8d77\u6b7b\u56de\u751f\u300d\uff1f<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/ligai.cn\/blog\/alige\/1108.html\">\u7814\u53d1\u6548\u80fd\u5e94\u8be5\u5982\u4f55\u7ba1\u7406\u4e0e\u5ea6\u91cf\uff1f<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/ligai.cn\/blog\/alige\/1105.html\">\u5982\u4f55\u8ba9\u654f\u6377\u5c0f\u7ec4\u5728\u8fed\u4ee3\u56de\u987e\u4f1a\u4e0a\u300c\u77e5\u65e0\u4e0d\u8a00\u300d\uff1f<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/ligai.cn\/blog\/sharing\/1093.html\">\u5982\u4f55\u642d\u5efa\u53ef\u4f38\u7f29\u7684\u7814\u53d1\u6d41\u7a0b\u7ba1\u7406\u65b9\u6848\uff1f<\/a><\/p>\n\n\n\n<p><strong>\u4e86\u89e3\u66f4\u591a\u654f\u6377\u5f00\u53d1\u3001\u9879\u76ee\u7ba1\u7406\u3001\u884c\u4e1a\u52a8\u6001\u7b49\u6d88\u606f\uff0c\u5173\u6ce8\u6211\u4eec\u7684\u56e2\u961f\u535a\u5ba2\u6216\u70b9\u51fb&nbsp;<a href=\"https:\/\/ligai.cn\/\">LigaAI-\u667a\u80fd\u7814\u53d1\u534f\u4f5c\u5e73\u53f0<\/a>\uff0c\u5728\u7ebf\u7533\u8bf7\u4f53\u9a8c\u6211\u4eec\u7684\u4ea7\u54c1\u3002<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u672c\u6587\u5c06\u4ece\u654f\u6377\u7814\u53d1\u56e2\u961f\u7684\u73af\u5883\u9700\u6c42\u4e0e\u75db\u70b9\u51fa\u53d1\uff0c\u5206\u4eab\u5982\u4f55\u57fa\u4e8e\u4e91\u6784\u5efa\u53ef\u5f39\u6027\u4f38\u7f29\u7684\u81ea\u52a8\u5316\u751f\u6210\u5f0f\u591a\u6d4b\u8bd5\u73af\u5883\uff1b\u66f4\u5728\u7ecf\u6d4e\u6548\u76ca\u5c42 &#8230; <a title=\"\u6280\u672f\u5206\u4eab | \u591a\u6d4b\u8bd5\u73af\u5883\u7684\u52a8\u6001\u4f38\u7f29\u5b9e\u8df5\" class=\"read-more\" href=\"https:\/\/ligai.cn\/blog\/sharing\/1116.html\" aria-label=\"\u7ee7\u7eed\u9605\u8bfb\u6280\u672f\u5206\u4eab | 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