{"id":2410,"date":"2026-01-19T13:50:48","date_gmt":"2026-01-19T21:50:48","guid":{"rendered":"https:\/\/sycomp.com\/?p=2410"},"modified":"2026-01-19T14:08:07","modified_gmt":"2026-01-19T22:08:07","slug":"%e8%b4%9f%e8%b4%a3%e4%bb%bb%e7%9a%84%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e4%bb%a3%e7%90%86-%e4%ba%91%e8%ae%a1%e7%ae%97%e5%8f%af%e8%a7%82%e5%af%9f%e6%80%a7","status":"publish","type":"post","link":"https:\/\/sycomp.com\/zh\/resource\/responsible-ai-agents-cloud-operations-observability\/","title":{"rendered":"\u4e91\u8fd0\u8425\u4e2d\u7684\u8d1f\u8d23\u4efb\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\uff1a\u53ef\u89c2\u5bdf\u6027\u7684\u5173\u952e\u4f5c\u7528"},"content":{"rendered":"<div id=\"cs-content\" class=\"cs-content\"><div class=\"x-section e2410-e1 m1uy-0\"><div class=\"x-row e2410-e2 m1uy-1 m1uy-2\"><div class=\"x-row-inner\"><div class=\"x-col e2410-e3 m1uy-3\"><div class=\"x-text x-content e2410-e4 m1uy-4 resource-text use-as-excerpt\"><h4><strong><em>Sycomp 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\u4ee3\u7406\u4e0d\u5e94\u7cfb\u7edf\u6027\u5730\u504f\u8892\u67d0\u4e2a\u56e2\u961f\u7684\u5de5\u4f5c\u8d1f\u8f7d\u3002\u4e0d\u8981\u727a\u7272\u4e00\u4e2a\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u6765\u8282\u7701\u53e6\u4e00\u4e2a\u5e94\u7528\u7a0b\u5e8f\u7684\u6210\u672c\u3002\u4e00\u4e2a\u516c\u5e73\u7684\u4ee3\u7406\u5e94\u5e73\u8861\u6210\u672c\u4f18\u5316\u4e0e\u5bf9\u6240\u6709\u56e2\u961f\u751f\u4ea7\u529b\u7684\u5f71\u54cd\u3002.<\/p>\n<p><strong>\u9690\u79c1--\u5b83\u80fd\u4fdd\u62a4\u654f\u611f\u6570\u636e\u5417\uff1f<\/strong> \u4ee3\u7406\u53ea\u80fd\u8bbf\u95ee\u4ed6\u4eec\u9700\u8981\u7684\u6570\u636e\u3002\u5728\u4e0d\u8bb0\u5f55 API \u5bc6\u94a5\u3001\u5bc6\u7801\u6216 PII \u7684\u60c5\u51b5\u4e0b\u8bb0\u5f55\u51b3\u7b56\u3002\u9075\u5b88 GDPR\u3001HIPAA \u548c PCI-DSS\u3002\u6210\u672c\u4f18\u5316\u4ee3\u7406\u9700\u8981 CloudWatch \u6307\u6807\u548c\u6210\u672c\u8d44\u6e90\u7ba1\u7406\u5668\u6570\u636e\uff0c\u4f46\u4e0d\u9700\u8981\u4ece\u6570\u636e\u5e93\u4e2d\u8bfb\u53d6\u5ba2\u6237\u6570\u636e\u3002.<\/p>\n\n<h2>\u4e3a\u4ec0\u4e48\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u9700\u8981\u6bd4\u4eba\u7c7b\u66f4\u597d\u7684\u53ef\u89c2\u5bdf\u6027\uff1f<\/h2>\n<p>\u8fd9\u4f3c\u4e4e\u4e0e\u76f4\u89c9\u76f8\u53cd\uff0c\u4f46\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u6bd4\u4eba\u7c7b\u64cd\u4f5c\u5458\u9700\u8981\u66f4\u591a\u7684\u53ef\u89c2\u5bdf\u6027\u3002\u5f53\u4eba\u7c7b\u505a\u51fa\u51b3\u5b9a\u65f6\uff0c\u4ed6\u4eec\u53ef\u4ee5\u89e3\u91ca\u4e3a\u4ec0\u4e48\u8fd9\u4e48\u505a\u3002\u6211\u4eec\u76f8\u4fe1\u4eba\u7c7b\u4f1a\u505a\u51fa\u5224\u65ad\u3002\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u65e0\u6cd5\u81ea\u7136\u800c\u7136\u5730\u505a\u5230\u8fd9\u4e00\u70b9\uff1b\u5b83\u4eec\u662f\u6839\u636e\u6570\u5b66\u6a21\u578b\u505a\u51fa\u51b3\u5b9a\u7684\u3002\u4e3a\u4e86\u4fe1\u4efb\u5b83\u4eec\uff0c\u6211\u4eec\u9700\u8981\u53ef\u89c2\u5bdf\u6027\u6765\u5c55\u793a\u5b83\u4eec\u7684\u5de5\u4f5c\u3002.<\/p>\n<p><strong>\u901a\u8fc7\u53ef\u89c2\u5bdf\u6027\u5b9e\u73b0\u53ef\u89e3\u91ca\u6027<\/strong> \u5f53\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u5c06\u5de5\u4f5c\u8d1f\u8f7d\u8fc1\u79fb\u5230 Spot \u5b9e\u4f8b\u65f6\uff0c\u53ef\u89c2\u5bdf\u6027\u4f1a\u663e\u793a\u5206\u6790\u4e86\u54ea\u4e9b\u6570\u636e\uff1a<\/p>\n\n<ul>\n \t<li>\u5386\u53f2\u73b0\u8d27\u4f9b\u5e94\u60c5\u51b5<\/li>\n \t<li>\u5bf9\u54ea\u4e9b\u56e0\u7d20\u8fdb\u884c\u4e86\u52a0\u6743\n<ul>\n \t<li>\u9884\u8ba1\u8282\u7701\u7684\u8d39\u7528<\/li>\n \t<li>\u4e2d\u65ad\u98ce\u9669<\/li>\n \t<li>\u7f6e\u4fe1\u6c34\u5e73<\/li>\n<\/ul>\n<\/li>\n \t<li>\u5b9e\u65bd\u4fdd\u969c\u63aa\u65bd\n<ul>\n \t<li>\u56de\u9000\u5230\u6309\u9700<\/li>\n \t<li>Max 50% \u73b0\u8d27<\/li>\n<\/ul>\n<\/li>\n \t<li>\u5b9e\u9645\u6210\u679c\n<ul>\n \t<li>\u6210\u672c\u964d\u4f4e $\/\u6708<\/li>\n \t<li>\u96f6\u4e2d\u65ad<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><strong>\u6839\u636e\u89c2\u5bdf\u5230\u7684\u884c\u4e3a\u8bbe\u7f6e\u9632\u62a4\u680f\uff1a<\/strong> \u5982\u679c\u4e0d\u5148\u4e86\u89e3\u6b63\u5e38\u884c\u4e3a\uff0c\u5c31\u65e0\u6cd5\u8bbe\u5b9a\u660e\u667a\u7684\u754c\u9650\u3002\u957f\u671f\u89c2\u5bdf\u4f60\u7684\u7cfb\u7edf\u3002\u5176\u5cf0\u503c\u8d1f\u8f7d\u662f\u591a\u5c11\u3001\u5178\u578b\u7684\u6269\u5c55\u6a21\u5f0f\u3001\u8d1f\u8f7d\u4e0e\u6240\u9700\u5b9e\u4f8b\u4e4b\u95f4\u7684\u5173\u7cfb\u3002\u7136\u540e\u8bbe\u7f6e\u667a\u80fd\u8fb9\u754c\uff0c\u4f8b\u5982\u6b63\u5e38\u8fd0\u884c\uff085-50 \u4e2a\u5b9e\u4f8b\uff09\u3001\u9ad8\u8d1f\u8f7d\uff08\u6700\u591a\u81ea\u52a8\u8fbe\u5230 75 \u4e2a\uff09\u3001\u6781\u7aef\u8d1f\u8f7d\uff08\u9700\u8981\u6279\u51c6 &gt;75\uff09\u3001\u6700\u5927\u5b89\u5168\u9650\u5236\uff08\u4e0d\u80fd\u8d85\u8fc7 100\uff09\u3002.<\/p>\n<p><strong>\u5b9e\u65f6\u4ee3\u7406\u76d1\u63a7\uff1a<\/strong> \u8f68\u9053...<\/p>\n\n<ul>\n \t<li>\u51b3\u7b56\u8861\u91cf\u6807\u51c6\n<ul>\n \t<li>\u6bcf\u5c0f\u65f6\u51b3\u5b9a\u6570<\/li>\n \t<li>\u4fe1\u5fc3\u5206\u6570<\/li>\n \t<li>\u6279\u51c6\u7387<\/li>\n<\/ul>\n<\/li>\n \t<li>\u5f71\u54cd\u5ea6\u91cf\n<ul>\n \t<li>\u6210\u672c\u5f71\u54cd<\/li>\n \t<li>\u6027\u80fd\u5f71\u54cd<\/li>\n \t<li>\u53ef\u7528\u6027\u5f71\u54cd<\/li>\n<\/ul>\n<\/li>\n \t<li>\u8fb9\u754c\u5ea6\u91cf\n<ul>\n \t<li>\u8bd5\u56fe\/\u963b\u6b62\u7684\u8fdd\u89c4\u884c\u4e3a<\/li>\n \t<li>\u89e6\u53d1\u5347\u7ea7<\/li>\n<\/ul>\n<\/li>\n \t<li>\u6210\u679c\u6307\u6807\n<ul>\n \t<li>\u6210\u529f\u884c\u52a8\u4e0e\u5931\u8d25\u884c\u52a8<\/li>\n \t<li>\u7cbe\u5ea6\u968f\u65f6\u95f4\u53d8\u5316<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\u7136\u540e\u521b\u5efa\u4e13\u95e8\u7684\u4eea\u8868\u677f\uff0c\u663e\u793a\u6700\u8fd1\u7684\u51b3\u7b56\u3001\u5f71\u54cd\u6c47\u603b\u3001\u4fe1\u5fc3\u8d8b\u52bf\u548c\u5f02\u5e38\u884c\u4e3a\u8b66\u62a5\u3002.<\/p>\n<p><strong>\u5ba1\u8ba1\u8ddf\u8e2a\u4e0e\u5408\u89c4\u6027\uff1a<\/strong> \u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u7684\u6bcf\u9879\u64cd\u4f5c\u90fd\u5fc5\u987b\u8bb0\u5f55\u5728\u6848\uff0c\u4ee5\u6ee1\u8db3\u5ba1\u8ba1\u8981\u6c42\u3002CloudTrail \u53ef\u4e3a\u57fa\u7840\u67b6\u6784\u53d8\u66f4\u63d0\u4f9b\u4e0d\u53ef\u53d8\u65e5\u5fd7\u3002CloudWatch Logs \u53ef\u5b58\u50a8\u4ee3\u7406\u51b3\u7b56\u65e5\u5fd7\u3002\u5f53\u5ba1\u8ba1\u5458\u8be2\u95ee\u8c01\u4fee\u6539\u4e86\u751f\u4ea7\u6570\u636e\u5e93\u5b89\u5168\u7ec4\u65f6\uff0c\u5c31\u4f1a\u663e\u793a\u51fa\u9002\u5f53\u7684\u53ef\u89c2\u5bdf\u6027\uff1aCloudTrail API \u8c03\u7528\u3001\u5b89\u5168\u54cd\u5e94\u4ee3\u7406\u7684 IAM \u89d2\u8272\u3001\u89e3\u91ca\u539f\u56e0\uff08\u68c0\u6d4b\u5230\u53ef\u7591\u8bbf\u95ee\u6a21\u5f0f\uff09\u7684 CloudWatch \u65e5\u5fd7\u3001\u5728\u6279\u51c6\u6743\u9650\u5185\u7684\u64cd\u4f5c\u4ee5\u53ca 15 \u5206\u949f\u5185\u7684\u4eba\u5de5\u5ba1\u6838\u3002.<\/p>\n\n<h2>\u771f\u5b9e\u4e16\u754c\u5b9e\u65bd\uff1aFinOps \u4f18\u5316\u4ee3\u7406<\/h2>\n<p>\u4e0b\u9762\u662f\u4e00\u4e2a\u5e38\u89c1\u573a\u666f\u7684\u6f14\u793a\uff0c\u5c55\u793a\u4e86\u53ef\u89c2\u5bdf\u6027\u8981\u6c42\u3002.<\/p>\n<p><strong>\u95ee\u9898\u6240\u5728<\/strong> \u6301\u7eed\u4f18\u5316\u6210\u672c\u9700\u8981\u4e0d\u65ad\u5206\u6790\u4f7f\u7528\u6a21\u5f0f\u3001\u4ef7\u683c\u53d8\u5316\u548c\u57fa\u7840\u8bbe\u65bd\u6548\u7387\u3002\u4eba\u5de5\u4f18\u5316\u8017\u65f6\u4e14\u9519\u5931\u826f\u673a\u3002.<\/p>\n<p><strong>\u4ee3\u7406\u89e3\u51b3\u65b9\u6848<\/strong> \u4ee3\u7406\u53ef\u6301\u7eed\u76d1\u63a7\u6210\u672c\u548c\u4f7f\u7528\u60c5\u51b5\uff0c\u8bc6\u522b\u95f2\u7f6e\u8d44\u6e90\uff0c\u5206\u6790\u5b9e\u9645\u4f7f\u7528\u60c5\u51b5\u4e0e\u8c03\u914d\u5bb9\u91cf\u7684\u5bf9\u6bd4\uff0c\u6839\u636e\u7a33\u5b9a\u7684\u4f7f\u7528\u60c5\u51b5\u63a8\u8350\u9884\u7559\u5b9e\u4f8b\uff0c\u8bc6\u522b\u975e\u9ad8\u5cf0\u671f\u8c03\u5ea6\u7684\u5de5\u4f5c\u8d1f\u8f7d\uff0c\u5e76\u5bfb\u627e Spot \u5b9e\u4f8b\u673a\u4f1a\u3002.<\/p>\n<p><strong>\u4f8b\u5982<\/strong> \u4ee3\u7406\u4f1a\u5206\u6790\u60a8\u7684\u6570\u636e\u5e93\u7fa4\uff1a\u751f\u4ea7\u4e2d\u7684 15 \u4e2a RDS \u5b9e\u4f8b\u4e2d\uff0c3 \u4e2a\u5b9e\u4f8b\u7684 CPU \u5728 90 \u5929\u5185\u5e73\u5747\u4e3a 8%\uff0c\u8fd0\u884c db.m5.2xlarge\uff088 vCPU\uff0c32 GB RAM\uff09\uff0c\u800c db.m5.large\uff082 vCPU\uff0c8 GB RAM\uff09\u5c31\u8db3\u591f\u4e86\uff0c\u6bcf\u4e2a\u5b9e\u4f8b\u6bcf\u6708\u53ef\u8282\u7701 $1,650 \u7f8e\u5143\u3002\u4f46\u5b83\u4e0d\u4f1a\u76f2\u76ee\u8c03\u6574\u5927\u5c0f\u3002\u5b83\u4f1a\u68c0\u67e5\u5cf0\u503c\u5229\u7528\u7387\uff0822%\uff0c\u8fd9\u662f\u4e00\u4e2a\u8212\u9002\u7684\u4f59\u91cf\uff09\u3001\u6d41\u91cf\u5cf0\u503c\uff08\u6ca1\u6709\uff0c\u4e00\u5207\u90fd\u5f88\u7a33\u5b9a\uff09\u3001\u6027\u80fd\u8981\u6c42\uff08\u5f00\u53d1\/\u6d4b\u8bd5\u6570\u636e\u5e93\u6ca1\u6709\u7279\u5b9a\u7684 SLA\uff09\u548c\u98ce\u9669\u8bc4\u4f30\uff08\u4f4e\uff0c\u975e\u751f\u4ea7\uff09\u3002\u51b3\u7b56\uff1a\u521b\u5efa\u5206\u9636\u6bb5\u8fc1\u79fb\uff0c\u8c03\u6574\u4e00\u4e2a\u5b9e\u4f8b\u7684\u5927\u5c0f\u4f5c\u4e3a\u6d4b\u8bd5\uff0c\u76d1\u63a7\u4e00\u5468\uff0c\u7136\u540e\u8fc1\u79fb\u5176\u4f59\u4e24\u4e2a\u5b9e\u4f8b\u3002\u7ed3\u679c\uff1a\u6bcf\u6708\u8282\u7701 $4,950 \u7f8e\u5143\uff0c\u6027\u80fd\u4e0d\u53d7\u5f71\u54cd\u3002.<\/p>\n<p><strong>\u53ef\u89c2\u5bdf\u6027\u8981\u6c42\uff1a<\/strong> \u6307\u6807\u8ddf\u8e2a\u6bcf\u9879\u670d\u52a1\/\u73af\u5883\/\u56e2\u961f\u7684\u6210\u672c\u3001\u8d44\u6e90\u5229\u7528\u7387\u3001\u627f\u8bfa\u5229\u7528\u7387\u548c\u6d6a\u8d39\u6307\u6807\u3002\u65e5\u5fd7\u8bb0\u5f55\u6bcf\u9879\u4f18\u5316\u5efa\u8bae\u7684\u7406\u7531\u3001\u5b9e\u65bd\u884c\u52a8\u3001\u56de\u9000\u4e8b\u4ef6\u548c\u4e1a\u52a1\u7406\u7531\u3002\u8ddf\u8e2a\u663e\u793a\u7279\u5b9a\u8bf7\u6c42\u548c\u6602\u8d35\u64cd\u4f5c\u7684\u6210\u672c\u5f52\u56e0\u3002\u4eea\u8868\u76d8\u663e\u793a\u6210\u672c\u8d8b\u52bf\u3001\u6309\u5f71\u54cd\u4f18\u5148\u6392\u5e8f\u7684\u4f18\u5316\u673a\u4f1a\u3001\u5b9e\u73b0\u7684\u8282\u7ea6\u4ee5\u53ca\u8d44\u6e90\u5229\u7528\u7387\u70ed\u56fe\u3002.<\/p>\n<p><strong>\u62a4\u680f\uff1a<\/strong> \u4e0d\u80fd\u7ec8\u6b62\u751f\u4ea7\u8d44\u6e90\uff0c\u672a\u7ecf\u6279\u51c6\u4e0d\u80fd\u4fee\u6539\u6807\u8bb0\u4e3a \"\u751f\u4ea7 \"\u6216 \"\u5173\u952e \"\u7684\u8d44\u6e90\uff0c\u5fc5\u987b\u4fdd\u6301\u6027\u80fd SLA\uff0c\u66f4\u6539 &gt;$500\/\u6708\u9700\u8981\u4eba\u5de5\u6279\u51c6\uff0c\u6bcf\u6b21\u66f4\u6539\u6700\u591a\u51cf\u5c11 50% \u8d44\u6e90\uff0c\u5982\u679c\u8fdd\u53cd\u6027\u80fd SLA\uff0c\u5219\u81ea\u52a8\u56de\u6eda\u3002.<\/p>\n<p><strong>6 \u4e2a\u6708\u540e\u7684\u7ed3\u679c\uff08\u4ec5\u4f9b\u793a\u4f8b\uff09\uff1a<\/strong> \u5171\u63d0\u51fa 147 \u9879\u5efa\u8bae\uff0c89 \u9879\u81ea\u52a8\u5b9e\u65bd\uff0860%\uff09\uff0c41 \u9879\u7ecf\u4eba\u5de5\u6279\u51c6\uff0828%\uff09\uff0c17 \u9879\u88ab\u62d2\u7edd\uff0812%\uff09\uff0c\u6bcf\u6708\u5171\u8282\u7701 $27,400 \u7f8e\u5143\uff0c\u96f6\u7ee9\u6548\u4e8b\u6545\uff0c\u5e73\u5747\u5b9e\u65bd\u65f6\u95f4\u4e3a 3 \u5929\uff08\u539f\u4e3a 28 \u5929\uff09\uff0c\u4ee3\u7406\u51c6\u786e\u7387\u4e3a 88%\u3002\u53ef\u89c2\u5bdf\u6027\u6570\u636e\u663e\u793a\uff0c\u4ece\u5408\u7406\u89c4\u6a21\uff0858%\uff09\u548c\u6d88\u9664\u95f2\u7f6e\u8d44\u6e90\uff0831%\uff09\u4e2d\u8282\u7701\u7684\u8d39\u7528\u6700\u591a\uff0c\u5f00\u53d1\u73af\u5883\u4e2d\u7684\u6d6a\u8d39\u6700\u591a\uff0842%\uff09\uff0c\u8282\u7ea6\u8ba1\u5212\u91c7\u8d2d\u7684\u5229\u7528\u7387\u4e3a 95%\u3002.<\/p>\n\n<h2>\u6700\u4f73\u90e8\u7f72\u5b9e\u8df5<\/h2>\n<p><strong>\u4ece\u5c0f\u505a\u8d77\uff0c\u4e0d\u65ad\u8fed\u4ee3\uff1a<\/strong> \u5728 \"\u5f71\u5b50\u6a21\u5f0f \"\u4e0b\u90e8\u7f72\u4ee3\u7406\uff0c\u4ee3\u7406\u5c06\u89c2\u5bdf\u5e76\u63d0\u51fa\u5efa\u8bae\uff0c\u4f46\u4e0d\u91c7\u53d6\u884c\u52a8\uff081-3 \u4e2a\u6708\uff09\u3002\u7136\u540e\uff0c\u5bf9\u4f4e\u98ce\u9669\u884c\u52a8\u8fdb\u884c\u6709\u9650\u7684\u81ea\u4e3b\u6388\u6743\uff084-6 \u4e2a\u6708\uff09\uff0c\u4e0d\u4e45\u540e\u7531\u4eba\u7c7b\u8fdb\u884c\u5ba1\u67e5\u3002\u6700\u540e\uff0c\u6839\u636e\u5df2\u8bc1\u660e\u7684\u6210\u529f\u7ecf\u9a8c\u9010\u6b65\u6269\u5927\u6743\u9650\uff087-12 \u4e2a\u6708\uff09\u3002.<\/p>\n<p><strong>\u5efa\u7acb\u7ba1\u7406\u673a\u6784\uff1a<\/strong> \u6bcf\u4e2a\u4ee3\u7406\u90fd\u9700\u8981\u4e00\u4e2a\u6307\u5b9a\u7684\u6240\u6709\u8005\u3002\u786e\u5b9a\u54ea\u4e9b\u51b3\u7b56\u9700\u8981\u4eba\u4e3a\u6279\u51c6\u3002\u8bbe\u5b9a\u5ba1\u67e5\u5468\u671f\uff1a\u6bcf\u65e5\u5feb\u901f\u5ba1\u67e5\uff0810-15 \u5206\u949f\uff09\u3001\u6bcf\u5468\u6df1\u5165\u5ba1\u67e5\uff0830-45 \u5206\u949f\uff09\u3001\u6bcf\u6708\u5168\u9762\u5ba1\u67e5\uff082-3 \u5c0f\u65f6\uff09\u3001\u6bcf\u5b63\u5ea6\u6218\u7565\u8bc4\u4f30\uff084-8 \u5c0f\u65f6\uff09\u3002\u8bb0\u5f55\u4eba\u4e3a\u63a8\u7ffb\u4ee3\u7406\u51b3\u7b56\u7684\u60c5\u51b5\uff0c\u4ee5\u6539\u8fdb\u903b\u8f91\u3002.<\/p>\n<p><strong>\u6301\u7eed\u76d1\u63a7\uff1a<\/strong> \u8ddf\u8e2a\u51b3\u7b56\u51c6\u786e\u6027\u3001\u6210\u672c\u5f71\u54cd\u3001\u6027\u80fd\u5f71\u54cd\u548c\u7528\u6237\u6ee1\u610f\u5ea6\u3002\u5b9a\u671f\u8fdb\u884c\u7ee9\u6548\u5ba1\u67e5\u3002\u4f7f\u7528 A\/B \u6d4b\u8bd5\u6839\u636e\u7ed3\u679c\u91cd\u65b0\u57f9\u8bad\u6a21\u578b\u3002\u968f\u7740\u4fe1\u5fc3\u7684\u589e\u5f3a\u66f4\u65b0\u9632\u62a4\u680f\u3002\u6dd8\u6c70\u8868\u73b0\u4e0d\u4f73\u4e14\u6ca1\u6709\u6539\u8fdb\u7684\u4ee3\u7406\u3002.<\/p>\n\n<h2>\u672a\u6765\uff1a\u4eba\u7c7b\u4e0e\u4eba\u5de5\u667a\u80fd\u7684\u4f19\u4f34\u5173\u7cfb<\/h2>\n<p>\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u4e0d\u4f1a\u53d6\u4ee3\u4e91\u5de5\u7a0b\u5e08\uff0c\u4f46\u4f1a\u6539\u53d8\u4e91\u5de5\u7a0b\u5e08\u7684\u5de5\u4f5c\u3002\u4eba\u7c7b\u64c5\u957f\u6218\u7565\u601d\u7ef4\u3001\u521b\u9020\u6027\u5730\u89e3\u51b3\u95ee\u9898\u3001\u4e1a\u52a1\u80cc\u666f\u7406\u89e3\u548c\u6a21\u7cca\u60c5\u51b5\u4e0b\u7684\u5224\u65ad\u3002\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u64c5\u957f\u5feb\u901f\u5904\u7406\u6570\u636e\u3001\u5168\u5929\u5019\u8fd0\u884c\u3001\u4fdd\u6301\u4e00\u81f4\u6027\u3001\u68c0\u6d4b\u6a21\u5f0f\u4ee5\u53ca\u660e\u786e\u6267\u884c\u91cd\u590d\u6027\u4efb\u52a1\u3002.<\/p>\n<p>\u5176\u89d2\u8272\u6b63\u5728\u4ece\u624b\u52a8\u914d\u7f6e\u548c\u88ab\u52a8\u706d\u706b\u8f6c\u53d8\u4e3a\u4ee3\u7406\u76d1\u7763\u3001\u7b56\u7565\u5f00\u53d1\u548c\u67b6\u6784\u521b\u65b0\u3002\u6240\u9700\u7684\u65b0\u6280\u80fd\u5305\u62ec\u4e86\u89e3\u4eba\u5de5\u667a\u80fd\u7684\u80fd\u529b\/\u9650\u5236\u3001\u8bbe\u8ba1\u6709\u6548\u7684\u9632\u62a4\u680f\u3001\u89e3\u91ca\u4ee3\u7406\u884c\u4e3a\u3001ML \u57fa\u7840\u77e5\u8bc6\u3001\u4f26\u7406\u539f\u5219\u548c\u9ad8\u7ea7\u53ef\u89c2\u5bdf\u6027\u3002.<\/p>\n<p>\u968f\u7740\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u53d8\u5f97\u8d8a\u6765\u8d8a\u590d\u6742\u548c\u81ea\u4e3b\uff0c\u6211\u4eec\u5bf9\u4e86\u89e3\u5b83\u4eec\u5728\u505a\u4ec0\u4e48\u7684\u9700\u6c42\u4e5f\u4e0e\u65e5\u4ff1\u589e\u3002\u53ef\u89c2\u5bdf\u6027\u4ecd\u7136\u662f\u6240\u6709\u672a\u6765\u7684\u57fa\u7840\u3002.<\/p>\n\n<h2>\u7ed3\u8bba<\/h2>\n<p><strong>\u4e3b\u8981\u542f\u793a<\/strong> \u5bf9\u4e8e\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u6765\u8bf4\uff0c\u53ef\u89c2\u5bdf\u6027\u5e76\u975e\u53ef\u6709\u53ef\u65e0\uff0c\u5b83\u662f\u4f7f\u8d1f\u8d23\u4efb\u7684\u4eba\u5de5\u667a\u80fd\u6210\u4e3a\u53ef\u80fd\u7684\u57fa\u7840\u3002.<\/p>\n<p>\u6ca1\u6709\u53ef\u89c2\u5bdf\u6027\uff0c\u5c31\u65e0\u6cd5\u4fe1\u4efb\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\uff0c\u65e0\u6cd5\u8bbe\u5b9a\u667a\u80fd\u8fb9\u754c\uff0c\u65e0\u6cd5\u6539\u8fdb\u4ee3\u7406\uff0c\u65e0\u6cd5\u4fdd\u6301\u5408\u89c4\u6027\uff0c\u4e5f\u65e0\u6cd5\u4fdd\u6301\u76d1\u7763\u3002\u6709\u4e86\u53ef\u89c2\u5bdf\u6027\uff0c\u6bcf\u9879\u51b3\u7b56\u90fd\u662f\u900f\u660e\u7684\uff0c\u8fb9\u754c\u4ee5\u5b9e\u9645\u884c\u4e3a\u4e3a\u57fa\u7840\uff0c\u4ee3\u7406\u4ece\u7ed3\u679c\u4e2d\u5b66\u4e60\uff0c\u5ba1\u8ba1\u8ddf\u8e2a\u6ee1\u8db3\u5408\u89c4\u6027\u8981\u6c42\uff0c\u4eba\u7c7b\u63d0\u4f9b\u6218\u7565\u76d1\u7763\u3002.<\/p>\n<p>\u95ee\u9898\u4e0d\u5728\u4e8e\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u662f\u5426\u4f1a\u7ba1\u7406\u4e91\u57fa\u7840\u8bbe\u65bd\uff0c\u5b83\u4eec\u5df2\u7ecf\u5728\u7ba1\u7406\u4e86\u3002\u95ee\u9898\u662f\u4f01\u4e1a\u662f\u5426\u4f1a\u8d1f\u8d23\u4efb\u5730\u90e8\u7f72\u5b83\u4eec\u3002\u6211\u7684\u5efa\u8bae\u662f\u73b0\u5728\u5c31\u5f00\u59cb\u5efa\u7acb\u5168\u9762\u53ef\u89c2\u5bdf\u6027\u7684\u57fa\u7840\u3002\u6784\u5efa\u53ef\u89c2\u5bdf\u7684\u7cfb\u7edf\uff0c\u5bf9\u4e00\u5207\u8fdb\u884c\u68c0\u6d4b\uff0c\u6839\u636e\u4e0a\u4e0b\u6587\u8bb0\u5f55\u51b3\u7b56\uff0c\u8ddf\u8e2a\u7ed3\u679c\uff0c\u521b\u5efa\u53cd\u9988\u56de\u8def\uff0c\u5e76\u5efa\u7acb\u6cbb\u7406\u673a\u5236\u3002.<\/p>\n<p>\u4e91\u8ba1\u7b97\u8fd0\u8425\u7684\u672a\u6765\u662f\u4eba\u7c7b\u4e0e\u4eba\u5de5\u667a\u80fd\u4e4b\u95f4\u7684\u5408\u4f5c\u3002\u53ef\u89c2\u5bdf\u6027\u662f\u4f7f\u8fd9\u79cd\u5408\u4f5c\u5173\u7cfb\u53d1\u6325\u4f5c\u7528\u7684\u5173\u952e\u3002.<\/p>\n\n<h2>Sycomp \u5982\u4f55\u63d0\u4f9b\u5e2e\u52a9<\/h2>\n<p><strong>Sycomp \u667a\u80fd\u53ef\u89c2\u5bdf\u6027\u589e\u5f3a\u7cfb\u7edf<\/strong>:\u5168\u9762\u7684\u4e13\u4e1a\u670d\u52a1\u548c\u6258\u7ba1\u670d\u52a1\u53ef\u5728\u4f18\u5316\u6210\u672c\u7684\u540c\u65f6\uff0c\u964d\u4f4e\u6784\u5efa\u53ef\u89c2\u6d4b\u6027\u5806\u6808\u7684\u590d\u6742\u6027\u3002\u6211\u4eec\u5e2e\u52a9\u60a8\u68c0\u6d4b\u5e94\u7528\u7a0b\u5e8f\u3001\u5efa\u7acb\u76d1\u63a7\u57fa\u7840\u8bbe\u65bd\uff0c\u5e76\u521b\u5efa\u91cd\u8981\u7684\u4eea\u8868\u677f\u548c\u8b66\u62a5\u3002.<\/p>\n<p><strong>AWS \u67b6\u6784\u5b8c\u5584\u7684\u670d\u52a1<\/strong>:\u6211\u4eec\u4f7f\u7528\u60a8\u7684\u53ef\u89c2\u5bdf\u6027\u6570\u636e\u8fdb\u884c\u6570\u636e\u9a71\u52a8\u7684 \"\u826f\u597d\u67b6\u6784\u5ba1\u67e5\"\u3002\u6211\u4eec\u7684\u6210\u679c\u5305\u62ec\u8be6\u7ec6\u7684\u62a5\u544a\u548c\u53ef\u884c\u7684\u8ba1\u5212\uff0c\u4ee5\u4f18\u5316\u6210\u672c\u3001\u63d0\u9ad8\u6027\u80fd\u3001\u589e\u5f3a\u5b89\u5168\u6027\u5e76\u964d\u4f4e\u98ce\u9669\u3002.<\/p>\n<p><strong>FinOps \u6258\u7ba1\u670d\u52a1<\/strong>:\u6211\u4eec\u5e2e\u52a9\u60a8\u5b9e\u65bd\u6b64\u5904\u6240\u8ff0\u7684\u6210\u672c\u53ef\u89c2\u5bdf\u6027\u5b9e\u8df5\uff0c\u4ece\u8bbe\u7f6e\u6210\u672c\u5206\u914d\u6807\u7b7e\u5230\u6301\u7eed\u4f18\u5316\u5efa\u8bae\uff0c\u63d0\u4f9b FinOps \u4e13\u4e1a\u77e5\u8bc6\u548c\u5de5\u5177\uff08\u5305\u62ec Cloudability\uff09\uff0c\u4ee5\u4fbf\u5728\u4fdd\u6301\u6027\u80fd\u7684\u540c\u65f6\u63a7\u5236\u652f\u51fa\u3002.<\/p>\n<p><strong>\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u54a8\u8be2\uff1a<\/strong> \u6211\u4eec\u63d0\u4f9b\u7684\u54a8\u8be2\u4e13\u95e8\u4fa7\u91cd\u4e8e\u8d1f\u8d23\u4efb\u7684\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u5b9e\u65bd--\u51c6\u5907\u5c31\u7eea\u8bc4\u4f30\u3001\u7528\u4f8b\u8bc6\u522b\u3001\u53ef\u89c2\u5bdf\u6027\u8981\u6c42\u5b9a\u4e49\u3001\u7ba1\u7406\u6846\u67b6\u8bbe\u8ba1\u3001\u4ee3\u7406\u5f00\u53d1\u548c\u90e8\u7f72\u4ee5\u53ca\u6301\u7eed\u76d1\u63a7\u548c\u6539\u8fdb\u3002.<\/p>\n\n<h2>\u9605\u8bfb\u672c\u7cfb\u5217\u7684\u5176\u4ed6\u6587\u7ae0\uff1a<\/h2>\n<p><a href=\"https:\/\/sycomp.com\/zh\/%e8%b5%84%e6%ba%90-2\/%e7%90%86%e8%a7%a3%e5%8f%af%e8%a7%82%e6%b5%8b%e6%80%a7-aws\/\" target=\"_blank\" rel=\"noopener\">1: \u4e86\u89e3\u53ef\u89c2\u5bdf\u6027\uff1aAWS \u7528\u6237\u5165\u95e8\u6307\u5357<\/a><\/p>\n<p><a href=\"https:\/\/sycomp.com\/zh\/%e8%b5%84%e6%ba%90-2\/%e4%ba%a4%e5%8f%89%e7%82%b9%e5%8f%af%e8%a7%82%e6%b5%8b%e6%80%a7ai%e8%bf%90%e8%90%a5\/\" target=\"_blank\" rel=\"noopener\">2\uff1a\u53ef\u89c2\u5bdf\u6027\u4e0e AIOps 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