{"id":2938,"date":"2026-03-08T16:20:07","date_gmt":"2026-03-08T08:20:07","guid":{"rendered":"https:\/\/www.starverse-ai.com\/guide\/archives\/2938"},"modified":"2026-03-08T16:20:07","modified_gmt":"2026-03-08T08:20:07","slug":"ai%e5%88%9b%e4%b8%9a%e5%bf%85%e7%9c%8b%ef%bc%9a%e5%a6%82%e4%bd%95%e4%bc%98%e9%9b%85%e5%ba%94%e5%af%b9%e7%aa%81%e5%8f%91%e7%88%86%e5%8d%95%ef%bc%9f%e6%98%9f%e5%ae%87%e6%99%ba%e7%ae%97%e3%80%8c%e5%bc%b9","status":"publish","type":"post","link":"https:\/\/www.starverse-ai.com\/guide\/archives\/2938","title":{"rendered":"AI\u521b\u4e1a\u5fc5\u770b\uff1a\u5982\u4f55\u4f18\u96c5\u5e94\u5bf9\u7a81\u53d1\u7206\u5355\uff1f\u661f\u5b87\u667a\u7b97\u300c\u5f39\u6027GPU\u4e91\u4e3b\u673a\u300d\u8ba9\u63a8\u7406\u670d\u52a1\u4ece1K QPS\u79d2\u626910\u4e07QPS"},"content":{"rendered":"
\"AI\u521b\u4e1a\u5fc5\u770b\uff1a\u5982\u4f55\u4f18\u96c5\u5e94\u5bf9\u7a81\u53d1\u7206\u5355\uff1f\u661f\u5b87\u667a\u7b97\u300c\u5f39\u6027GPU\u4e91\u4e3b\u673a\u300d\u8ba9\u63a8\u7406\u670d\u52a1\u4ece1K<\/figure>\n
\n

\u201cAI \u521b\u4e1a\u6700\u6015\u4ec0\u4e48\uff1f\u4e0d\u662f\u6ca1\u7528\u6237\uff0c\u800c\u662f\u7528\u6237\u7a81\u7136\u6765\u4e86\uff0c\u670d\u52a1\u5668\u5374\u539f\u5730\u7206\u70b8\u3002\u201d
\n\u2014\u2014\u300a2024 \u4e2d\u56fd AIGC \u4ea7\u4e1a\u5b63\u62a5\u300b<\/p>\n<\/blockquote>\n

\u521a\u521a\u8fc7\u53bb\u7684\u4e94\u4e00\u5c0f\u957f\u5047\uff0c\u4e00\u6b3e\u540d\u4e3a\u300c\u4e00\u7b14\u6210\u753b\u300d\u7684 AI \u7ed8\u753b\u5c0f\u7a0b\u5e8f\u5728\u6296\u97f3\u8bdd\u9898\u6311\u6218\u8d5b\u7684\u52a9\u63a8\u4e0b\uff0c3 \u5c0f\u65f6\u63a8\u7406\u8bf7\u6c42\u91cf\u4ece 1K QPS \u98d9\u5347\u81f3 10 \u4e07 QPS\u3002\u521b\u59cb\u56e2\u961f\u5728\u670b\u53cb\u5708\u6652\u51fa\u201c\u66f2\u7ebf\u9661\u5230\u5782\u76f4\u201d\u7684\u76d1\u63a7\u56fe\uff0c\u914d\u6587\u5374\u53ea\u6709\u4e24\u4e2a\u5b57\uff1a
\n\u201c\u5d29\u4e86\u3002\u201d<\/strong><\/p>\n

\u672c\u5730 20 \u53f0 RTX 4090 \u63a8\u7406\u96c6\u7fa4\u77ac\u95f4\u88ab\u6253\u7a7f\uff0cCDN \u56de\u6e90\u5e26\u5bbd\u62c9\u6ee1\uff0c\u7528\u6237\u6392\u961f\u8d85\u8fc7 5 \u5206\u949f\u5c31\u5f00\u59cb\u5378\u8f7d\u3002\u7b49\u4ed6\u4eec\u8fde\u591c\u8054\u7cfb\u5230 IDC \u52a0\u673a\u5668\uff0c\u6700\u5feb\u4ea4\u4ed8\u5468\u671f\u2014\u201472 \u5c0f\u65f6\u3002\u800c\u4e92\u8054\u7f51\u4ea7\u54c1\u7684\u9ec4\u91d1\u7559\u5b58\u7a97\u53e3\uff0c\u53ea\u6709 5 \u5206\u949f<\/strong>\u3002<\/p>\n

01 \u6d41\u91cf\u6d2a\u5cf0\u9762\u524d\uff0c\u6269\u5bb9\u901f\u5ea6 = \u751f\u6b7b\u65f6\u901f<\/h2>\n

\u4f20\u7edf GPU \u670d\u52a1\u5668\u79df\u7528\u6a21\u5f0f\uff0c\u5148\u7b7e\u5408\u540c\u3001\u518d\u4e0a\u67b6\u3001\u518d\u88c5\u7cfb\u7edf\u3001\u518d\u90e8\u7f72\u6a21\u578b\uff0c\u6574\u5957\u6d41\u7a0b\u8dd1\u5b8c\uff0c\u70ed\u5ea6\u65e9\u5df2\u51c9\u900f\u3002\u66f4\u5c34\u5c2c\u7684\u662f\uff0c\u4e3a\u4e86\u5e94\u5bf9\u201c\u53ef\u80fd\u7684\u201d\u5cf0\u503c\uff0c\u5f88\u591a\u56e2\u961f\u4e0d\u5f97\u4e0d\u5305\u6708\u5197\u4f59 80% \u7684\u8d44\u6e90\uff0c\u5e73\u644a\u5230\u6bcf\u5f20\u5361\uff0c\u5355\u65e5\u7a7a\u8f6c\u6210\u672c\u5c31\u8fc7\u5343<\/strong>\u3002<\/p>\n

\u6709\u6ca1\u6709\u4e00\u79cd\u65b9\u6848\uff0c\u65e2\u80fd\u5728 10 \u79d2\u5185\u5f39\u51fa 100 \u5361\uff0c\u53c8\u80fd\u5728\u6d41\u91cf\u4f4e\u8c37\u65f6\u201c\u7f29\u5230 0\u201d\uff1f
\n\u661f\u5b87\u667a\u7b97\u7ed9\u51fa\u7684\u7b54\u6848\u662f\uff1a\u5f39\u6027 GPU \u4e91\u4e3b\u673a + \u5bb9\u5668\u5316\u63a8\u7406\u955c\u50cf + K8s HPA \u81ea\u52a8\u4f38\u7f29<\/strong>\u3002<\/p>\n

02 \u661f\u5b87\u667a\u7b97\uff1a\u628a\u201c\u6269\u5bb9\u201d\u505a\u6210\u201c\u5f39\u7a97\u201d<\/h2>\n

\u4f5c\u4e3a\u805a\u7126 AI \u573a\u666f\u7684 GPU \u4e91\u4e3b\u673a\u5e73\u53f0\uff0c\u661f\u5b87\u667a\u7b97\u628a GPU \u670d\u52a1\u5668\u79df\u7528\u9897\u7c92\u5ea6\u62c6\u5230 \u6309\u79d2\u8ba1\u8d39<\/strong>\u3002\u7528\u6237\u63d0\u524d\u5c06\u6a21\u578b\u5c01\u88c5\u6210\u6807\u51c6 OCI \u955c\u50cf\u5e76\u63a8\u9001\u81f3\u661f\u5b87\u955c\u50cf\u4ed3\u5e93\uff0c\u914d\u7f6e\u4e00\u6761 HPA \u7b56\u7565\uff1a
\n– CPU < 30% \u4e14 GPU \u663e\u5b58 < 40% \u65f6\uff0c\u7f29\u5bb9\uff1b
\n– QPS > 8000 \u6216 P99 \u5ef6\u8fdf > 200 ms \u65f6\uff0c\u6269\u5bb9\u6b65\u957f 20 \u5361\uff0c\u6700\u5927 1000 \u5361\u3002<\/p>\n

\u5f53\u300c\u4e00\u7b14\u6210\u753b\u300d\u628a\u57df\u540d CNAME \u5230\u661f\u5b87\u667a\u80fd\u7f51\u5173\u540e\uff0c\u76d1\u63a7\u66f2\u7ebf\u518d\u6b21\u98d9\u5347\u7684\u77ac\u95f4\uff0c\u7cfb\u7edf\u5f00\u59cb\u201c\u7206\u5175\u201d\uff1a
\n1. 10 \u79d2\u5185\uff0cK8s \u89e6\u53d1 5 \u8f6e\u6269\u5bb9\uff0c\u5f39\u51fa 100 \u5f20 RTX 4090\uff1b
\n2. \u5bb9\u5668\u51b7\u542f\u52a8\u91c7\u7528\u201c\u9884\u62c9\u53d6 + \u9884\u7f16\u8bd1 CUDA kernel\u201d\u53cc\u52a0\u901f\uff0c\u9996\u6b21\u63a8\u7406 < 15 \u79d2<\/strong>\uff1b
\n3. \u6d41\u91cf\u56de\u843d\u540e\uff0c\u7a7a\u95f2 GPU \u8282\u70b9\u81ea\u52a8\u56de\u6536\uff0c\u6309\u5e76\u53d1\u5b9e\u9645\u65f6\u957f\u8ba1\u8d39\uff0c\u65e0\u6d41\u91cf\u4e0d\u82b1\u94b1<\/strong>\u3002<\/p>\n

03 \u5b9e\u6218\u6307\u6807\uff1a\u628a\u201c\u60ca\u9669\u201d\u53d8\u201c\u98ce\u666f\u201d<\/h2>\n\n\n\n\n\n\n\n\n\n
\u6307\u6807<\/th>\n\u672c\u5730\u96c6\u7fa4<\/th>\n\u661f\u5b87\u5f39\u6027\u65b9\u6848<\/th>\n<\/tr>\n<\/thead>\n
\u6269\u5bb9\u65f6\u95f4<\/td>\n72 \u5c0f\u65f6<\/td>\n10 \u79d2<\/td>\n<\/tr>\n
\u51b7\u542f\u52a8<\/td>\n3\u20135 \u5206\u949f<\/td>\n< 15 \u79d2<\/td>\n<\/tr>\n
RT P99<\/td>\n600 ms+<\/td>\n180 ms<\/td>\n<\/tr>\n
\u5cf0\u503c\u5361\u6570<\/td>\n20 \u5361\uff08\u786c\u9876\uff09<\/td>\n1000 \u5361\uff08\u8f6f\u9876\uff09<\/td>\n<\/tr>\n
\u7efc\u5408\u6210\u672c\uff087 \u5929\uff09<\/td>\n\u5305\u6708 80 \u5361 * 6500 \u5143<\/td>\n\u5f39\u6027 1000 \u5361\u5cf0\u503c\uff0c\u5e73\u5747 45 \u5361 * \u6309\u79d2\u8ba1\u8d39\uff0c\u8282\u7701 55%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u6570\u636e\u80cc\u540e\uff0c\u662f\u661f\u5b87\u667a\u7b97\u5bf9 AI \u5e94\u7528\u751f\u547d\u5468\u671f\u7684\u6df1\u5ea6\u7406\u89e3\uff1a\u5ffd\u9ad8\u5ffd\u4f4e\u3001\u96be\u4ee5\u9884\u6d4b<\/strong>\u3002\u5e73\u53f0\u56e0\u6b64\u63d0\u4f9b\u4e09\u79cd\u7b97\u529b\u6a21\u5f0f\uff1a
\n– On-demand<\/strong>\uff1a\u79d2\u7ea7\u521b\u5efa\uff0c\u9002\u5408\u7a81\u53d1\u6d41\u91cf\uff1b
\n– Spot<\/strong>\uff1a\u6700\u4f4e 3 \u6298\uff0c\u9002\u5408\u53ef\u4e2d\u65ad\u8bad\u7ec3\uff1b
\n– Reserved<\/strong>\uff1a\u957f\u5468\u671f\u5305\u5e74\u5305\u6708\uff0c\u9002\u5408\u7a33\u6001\u4e1a\u52a1\u3002 <\/p>\n

\u4e09\u79cd\u6a21\u5f0f\u53ef\u5728\u540c\u4e00 VPC \u5185\u81ea\u7531\u6df7\u5e03\uff0c\u8ba9\u6210\u672c\u4e0e\u6027\u80fd\u6c38\u8fdc\u5904\u4e8e\u6700\u4f18\u89e3\u3002<\/p>\n

04 \u5f00\u53d1\u8005\u751f\u6001\uff1a\u4e0d\u6b62\u4e8e GPU \u4e91\u4e3b\u673a<\/h2>\n

\u5f88\u591a\u56e2\u961f\u628a GPU \u670d\u52a1\u5668\u79df\u7528\u4ee5\u201c\u5361\u201d\u4e3a\u5355\u4f4d\uff0c\u661f\u5b87\u667a\u7b97\u5219\u628a\u201c\u5361\u201d\u5347\u7ea7\u4e3a\u201c\u6d41\u6c34\u7ebf\u201d\uff1a
\n– \u5185\u7f6e \u6a21\u578b\u4e0e\u6570\u636e\u96c6<\/a><\/strong> \u516c\u5171\u4ed3\u5e93\uff0cStable Diffusion\u3001Llama3\u3001ChatGLM3 \u7b49\u4e00\u952e\u62f7\u8d1d\uff1b
\n– \u4e91\u786c\u76d8<\/a><\/strong> \u652f\u6301\u8de8\u5b9e\u4f8b\u70ed\u63d2\u62d4\uff0c\u8bad\u7ec3\/\u63a8\u7406\u8282\u70b9\u5206\u79bb\uff0c\u6570\u636e 0 \u62f7\u8d1d\uff1b
\n– \u4e91\u5b58\u50a8<\/a><\/strong> \u6253\u901a\u672c\u5730\u4e0e\u4e91\u7aef\uff0cWeb \u7aef\u62d6\u62fd\u4e0a\u4f20\uff0c\u5b9e\u4f8b\u5185\u76f4\u8bfb\u76f4\u5199\uff1b
\n– \u955c\u50cf\u5e02\u573a\u63d0\u4f9b 60+ \u9884\u7f6e AI \u5e94\u7528\uff0c\u5305\u62ec\u6587\u751f\u56fe\u3001\u4ee3\u7801\u751f\u6210\u3001\u97f3\u89c6\u9891\u5408\u6210\uff0c\u771f\u6b63\u505a\u5230 \u201c\u4e3b\u6d41 AI \u5e94\u7528\u4e00\u952e\u5373\u73a9\u201d<\/strong>\u3002<\/p>\n

05 \u6210\u672c\u5bf9\u6bd4\uff1a\u628a\u201c\u5197\u4f59\u201d\u53d8\u6210\u201c\u5f39\u6027\u201d<\/h2>\n

\u4ee5 7 \u5929\u957f\u5047\u6d3b\u52a8\u4e3a\u4f8b\uff0c\u4f20\u7edf\u5305\u6708\u65b9\u6848\u9700\u63d0\u524d 80 \u5361\u4fdd\u5e95\uff0c\u603b\u6210\u672c 6500\u00d780\uff1d52 \u4e07\u5143\uff1b\u661f\u5b87\u5f39\u6027\u65b9\u6848\u5cf0\u503c 1000 \u5361\uff0c\u4f46\u5e73\u5747\u4f7f\u7528\u4ec5 45 \u5361\uff0c\u6309\u79d2\u8ba1\u8d39\u540e\u5b9e\u4ed8 23.4 \u4e07\u5143\uff0c\u8282\u7701 55%<\/strong>\u3002\u5982\u679c\u6d3b\u52a8\u5468\u671f\u7f29\u77ed\u5230 3 \u5929\uff0c\u8282\u7701\u6bd4\u4f8b\u53ef\u8fbe 70% \u4ee5\u4e0a\u3002<\/p>\n

06 \u7ed3\u8bed\uff1a\u8ba9\u6bcf\u4e00\u6b21\u7206\u5355\u90fd\u6210\u4e3a\u589e\u957f\u6545\u4e8b<\/h2>\n

AI \u521b\u4e1a\u8fdb\u5165\u201c\u6d41\u91cf\u79d2\u53d8\u201d\u65f6\u4ee3\uff0c\u63a8\u7406\u670d\u52a1\u4e0d\u518d\u662f\u7ebf\u6027\u589e\u957f\uff0c\u800c\u662f\u8109\u51b2\u5f0f\u7206\u53d1\u3002\u661f\u5b87\u667a\u7b97\u7528 \u5f39\u6027 GPU \u4e91\u4e3b\u673a<\/strong> \u628a\u6269\u5bb9\u505a\u6210\u201c\u5f39\u7a97\u201d\uff0c\u7528 \u6309\u79d2\u8ba1\u8d39<\/strong> \u628a\u6210\u672c\u538b\u6210\u201c\u5200\u7247\u201d\uff0c\u8ba9\u5f00\u53d1\u8005\u4e13\u6ce8\u7b97\u6cd5\u521b\u65b0\uff0c\u800c\u4e0d\u7528\u62c5\u5fc3\u201c\u673a\u5668\u5728\u54ea\u3001\u94b1\u600e\u4e48\u82b1\u201d\u3002<\/p>\n

\u73b0\u5728\u6ce8\u518c\u661f\u5b87\u667a\u7b97\uff0c\u65b0\u7528\u6237\u5373\u9001 10 \u5143\u4f53\u9a8c\u91d1<\/strong>\uff0c\u53ef 0 \u6210\u672c\u4f53\u9a8c RTX 4090 \u7684\u6f8e\u6e43\u7b97\u529b\u3002
\n\u70b9\u51fb\u4e0b\u65b9\u94fe\u63a5\uff0c\u5f00\u542f\u4f60\u7684\u300c\u5f39\u6027 AI \u4e4b\u65c5\u300d\uff1a
\nhttps:\/\/www.starverse-ai.com<\/a><\/p>\n

\u522b\u8ba9\u670d\u52a1\u5668\u9650\u5236\u4f60\u7684\u60f3\u8c61\u529b\uff0c\u628a\u4e0b\u4e00\u6b21\u7206\u5355\u4ea4\u7ed9\u661f\u5b87\u667a\u7b97\uff0c\u4f60\u53ea\u9700\u8981\u8d1f\u8d23\u60ca\u8273\u4e16\u754c\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

\u201cAI \u521b\u4e1a\u6700\u6015\u4ec0\u4e48\uff1f\u4e0d\u662f\u6ca1\u7528\u6237\uff0c\u800c\u662f\u7528\u6237\u7a81\u7136\u6765\u4e86\uff0c\u670d\u52a1\u5668\u5374…<\/p>\n","protected":false},"author":2,"featured_media":2937,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-2938","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-zixun"],"views":51,"_links":{"self":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts\/2938","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/comments?post=2938"}],"version-history":[{"count":0,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts\/2938\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/media\/2937"}],"wp:attachment":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/media?parent=2938"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/categories?post=2938"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/tags?post=2938"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}