{"id":2695,"date":"2026-03-06T10:19:02","date_gmt":"2026-03-06T02:19:02","guid":{"rendered":"https:\/\/www.starverse-ai.com\/guide\/archives\/2695"},"modified":"2026-03-06T10:19:02","modified_gmt":"2026-03-06T02:19:02","slug":"ai%e6%8e%a8%e7%90%86%e7%88%86%e5%8f%91%ef%bc%8c%e8%be%b9%e7%bc%98gpu%e4%ba%91%e6%88%90%e4%b8%ba%e6%96%b0%e5%9f%ba%e5%bb%ba%ef%bc%9a%e6%98%9f%e5%ae%87%e6%99%ba%e7%ae%9730ms%e5%bb%b6%e8%bf%9f%e6%96%b9","status":"publish","type":"post","link":"https:\/\/www.starverse-ai.com\/guide\/archives\/2695","title":{"rendered":"AI\u63a8\u7406\u7206\u53d1\uff0c\u8fb9\u7f18GPU\u4e91\u6210\u4e3a\u65b0\u57fa\u5efa\uff1a\u661f\u5b87\u667a\u7b9730ms\u5ef6\u8fdf\u65b9\u6848\u843d\u5730\u5b9e\u65f6\u5e7f\u544a"},"content":{"rendered":"
\"AI\u63a8\u7406\u7206\u53d1\uff0c\u8fb9\u7f18GPU\u4e91\u6210\u4e3a\u65b0\u57fa\u5efa\uff1a\u661f\u5b87\u667a\u7b9730ms\u5ef6\u8fdf\u65b9\u6848\u843d\u5730\u5b9e\u65f6\u5e7f\u544a\"<\/figure>\n
\n

\u201c\u5982\u679c\u5e7f\u544a\u4e0d\u80fd\u5728 50 ms \u5185\u5b8c\u6210\u51fa\u4ef7\uff0c\u5c31\u7b49\u4e8e\u628a\u6d41\u91cf\u62f1\u624b\u8ba9\u4eba\u3002\u201d
\n\u2014\u2014 Akamai 2024 \u8fb9\u7f18 AI \u767d\u76ae\u4e66<\/p>\n<\/blockquote>\n

\u5f53 Akamai \u4e0e Rumble \u76f8\u7ee7\u5ba3\u5e03\u52a0\u7801\u8fb9\u7f18\u63a8\u7406\u8282\u70b9\uff0cRTB\uff08Real-Time Bidding\uff09\u8d5b\u9053\u6b63\u5f0f\u8fdb\u5165\u201c\u6beb\u79d2\u7ea7\u201d\u519b\u5907\u7ade\u8d5b\u3002\u4e2d\u5fc3\u4e91 CPU \u65b9\u6848\u5e73\u5747 120 ms \u7684\u5ef6\u8fdf\uff0c\u5728\u6d41\u91cf\u9ad8\u5cf0\u65f6\u6bb5\u751a\u81f3\u98d9\u5347\u81f3 300 ms\uff0c\u65e9\u5df2\u65e0\u6cd5\u6ee1\u8db3\u201c\u5e7f\u544a 100% \u586b\u5145\u201d\u7684 KPI\u3002\u4e8e\u662f\uff0c\u4e00\u573a\u56f4\u7ed5\u201c\u8fb9\u7f18 GPU \u4e91\u201d\u7684\u65b0\u57fa\u5efa\u6084\u7136\u6253\u54cd\u3002<\/p>\n

\u8d8b\u52bf\uff1a\u8fb9\u7f18 AI \u6210\u4e3a RTB \u751f\u6b7b\u7ebf<\/h2>\n

\u636e AppsFlyer \u76d1\u6d4b\uff0c2024 \u5e74\u4e2d\u56fd\u79fb\u52a8\u5e7f\u544a\u8bf7\u6c42\u91cf\u65e5\u5747\u7a81\u7834 2000 \u4ebf\u6b21\uff0c\u5934\u90e8 DSP \u9700\u8981\u5728 50 ms \u5185\u5b8c\u6210 CTR \u9884\u4f30\u3001\u54c1\u724c\u5b89\u5168\u3001\u53cd\u6b3a\u8bc8\u7b49\u5341\u4f59\u4e2a\u6a21\u578b\u7684\u7ea7\u8054\u63a8\u7406\u3002\u4efb\u4f55\u4e00\u6b21\u8d85\u65f6\uff0c\u90fd\u4f1a\u89e6\u53d1 Ad-Exchange \u7684\u201c\u964d\u7ea7\u62cd\u5356\u201d\uff0c\u76f4\u63a5\u62c9\u4f4e ROI\u3002\u5168\u7403 CDN \u5de8\u5934 Akamai \u5df2\u5c06 40% \u8282\u70b9\u5347\u7ea7\u4e3a GPU \u52a0\u901f\uff0cRumble \u66f4\u5ba3\u79f0\u8981\u5728 2025 \u5e74\u524d\u90e8\u7f72 1 \u4e07\u53f0\u8fb9\u7f18 GPU \u670d\u52a1\u5668\u3002\u628a\u63a8\u7406\u4ece\u4e2d\u5fc3\u4e91\u642c\u5230\u79bb\u7528\u6237 30 \u516c\u91cc\u4ee5\u5185\uff0c\u5df2\u4e0d\u518d\u662f\u201c\u53ef\u9009\u9879\u201d\uff0c\u800c\u662f\u201c\u751f\u5b58\u7ebf\u201d\u3002<\/p>\n

\u65b9\u6848\uff1a\u661f\u5b87\u667a\u7b97\u8fb9\u7f18 GPU \u4e91\u4e3b\u673a\uff0cTensorRT-LLM \u70ed\u542f\u52a8 <2 s<\/h2>\n

\u9762\u5bf9\u884c\u4e1a\u75db\u70b9\uff0c\u661f\u5b87\u667a\u7b97<\/a>\uff08\u53a6\u95e8\u661f\u5b87\u667a\u7b97\u667a\u80fd\u79d1\u6280\u6709\u9650\u516c\u53f8\uff09\u63a8\u51fa\u201c\u8fb9\u7f18 GPU \u4e91\u201d\u4e00\u7ad9\u5f0f\u65b9\u6848\uff1a
\n– \u5355\u8282\u70b9\u5185\u5d4c 8\u00d7NVIDIA RTX 4090\uff0cFP16 \u7b97\u529b 1.3 PFLOPS\uff0c\u652f\u6301 TensorRT-LLM \u70ed\u52a0\u8f7d\uff0c\u6a21\u578b\u5207\u6362 <2 s
\n– \u9884\u7f6e CTR\u3001CVR\u3001\u53cd\u6b3a\u8bc8\u7b49 20+ \u4e3b\u6d41\u5e7f\u544a\u6a21\u578b\uff0c\u5f00\u53d1\u8005\u901a\u8fc7 GPU\u670d\u52a1\u5668\u79df\u7528<\/a> \u63a7\u5236\u53f0\u4e00\u952e\u8c03\u7528
\n– \u63d0\u4f9b\u201c\u6a21\u578b-\u7f51\u7edc-\u5b58\u50a8\u201d\u540c\u5e73\u9762\u76f4\u901a\uff0c\u6d88\u9664\u865a\u62df\u5316\u635f\u8017\uff0c\u63a8\u7406 QPS \u63d0\u5347 2.3 \u500d <\/p>\n

\u65e0\u9700\u81ea\u5efa\u673a\u623f\uff0c\u4e5f\u65e0\u9700\u91c7\u8d2d\u52a8\u8f84\u767e\u4e07\u7684\u63a8\u7406\u670d\u52a1\u5668\uff0cGPU\u4e91\u4e3b\u673a<\/a> \u6309\u5c0f\u65f6\/\u6309\u8bf7\u6c42\u91cf\u53cc\u91cd\u8ba1\u8d39\uff0c\u9ad8\u5cf0\u5f39\u6027\u6269\u5bb9\uff0c\u4f4e\u5cf0\u81ea\u52a8\u7f29\u5bb9\uff0c\u8ba9\u5e7f\u544a\u5e73\u53f0\u50cf\u62e7\u6c34\u9f99\u5934\u4e00\u6837\u4f7f\u7528\u7b97\u529b\u3002<\/p>\n

\u7f51\u7edc\uff1a\u4e03\u5927\u9aa8\u5e72 POP\uff0c<30 ms \u8986\u76d6\u5168\u56fd<\/h2>\n

\u661f\u5b87\u667a\u7b97\u4e0e\u4e09\u5927\u8fd0\u8425\u5546\u53ca\u4e3b\u6d41\u4ea4\u6362\u4e2d\u5fc3\u5408\u4f5c\uff0c\u5728\u5317\u4eac\u3001\u4e0a\u6d77\u3001\u5e7f\u5dde\u3001\u6df1\u5733\u3001\u6210\u90fd\u3001\u897f\u5b89\u3001\u676d\u5dde\u90e8\u7f72\u4e03\u5927 POP \u70b9\uff0c\u5f62\u6210\u201c\u73af\u5f62+\u661f\u5f62\u201d\u53cc\u5c42\u62d3\u6251\u3002
\n– \u5185\u7f51\u5ef6\u8fdf <30 ms\uff0c90% \u7528\u6237\u53ef\u5c31\u8fd1\u63a5\u5165
\n– \u603b\u51fa\u53e3\u5e26\u5bbd 1.6 Tbps\uff0c\u5355\u8282\u70b9 200 Gbps \u5197\u4f59\u4e0a\u8054\uff0c\u7a81\u53d1\u6d41\u91cf\u96f6\u4e22\u5305
\n– \u901a\u8fc7 Anycast IP + BGP \u667a\u80fd\u8c03\u5ea6\uff0c\u5c06\u5e7f\u544a\u8bf7\u6c42\u81ea\u52a8\u8def\u7531\u81f3\u6700\u4f18 GPU \u8282\u70b9\uff0c\u786e\u4fdd RTB \u5168\u7a0b\u7a33\u5b9a\u4f4e\u5ef6\u8fdf <\/p>\n

\u5b9e\u6218\uff1aCTR \u9884\u4f30 100 \u5e76\u53d1\uff0cP99 \u5ef6\u8fdf 28 ms<\/h2>\n

\u67d0\u5934\u90e8 DSP \u5728 618 \u5927\u4fc3\u524d\u5c06 8 \u4ebf\u65e5\u8bf7\u6c42\u8fc1\u79fb\u81f3\u661f\u5b87\u667a\u7b97\u8fb9\u7f18\u4e91\u3002\u5b9e\u6d4b\u6570\u636e\u5982\u4e0b\uff1a
\n– 100 \u5e76\u53d1\u7ebf\u7a0b\uff0cCTR \u9884\u4f30\u6a21\u578b\u5355\u6b21\u63a8\u7406 P99 \u5ef6\u8fdf 28 ms\uff0c\u5bf9\u6bd4\u539f\u4e2d\u5fc3\u4e91\u65b9\u6848 120 ms\uff0c\u63d0\u5347 4 \u500d
\n– \u586b\u5145\u7387\u7531 92% \u5347\u81f3 98%\uff0ceCPM \u5e73\u5747\u4e0a\u6da8 12%\uff0c\u5355\u65e5\u65b0\u589e\u6536\u5165 180 \u4e07\u5143
\n– \u501f\u52a9\u5e73\u53f0\u201c\u6a21\u578b\u70ed\u66f4\u65b0\u201d\u529f\u80fd\uff0cAB \u6d4b\u8bd5\u8fed\u4ee3\u5468\u671f\u4ece 3 \u5929\u7f29\u77ed\u5230 2 \u5c0f\u65f6\uff0c\u8fd0\u8425\u56e2\u961f\u53ef\u5b9e\u65f6\u8c03\u6574\u521b\u610f\u6743\u91cd <\/p>\n

\u6210\u672c\uff1a\u5f39\u6027\u8ba1\u8d39\uff0c\u8fd0\u7ef4\u652f\u51fa\u8282\u7701 60%<\/h2>\n

\u4f20\u7edf\u81ea\u5efa\u8fb9\u7f18\u673a\u623f\uff0c\u5355\u8282\u70b9\u9700\u6295\u5165 35 \u4e07\u5143\uff08\u542b\u670d\u52a1\u5668\u3001GPU\u3001\u4ea4\u6362\u3001UPS\uff09\uff0c\u5916\u52a0 7\u00d724 \u9a7b\u573a\u8fd0\u7ef4\uff0c\u4e09\u5e74 TCO \u8d85 120 \u4e07\u5143\u3002\u661f\u5b87\u667a\u7b97\u91c7\u7528\u201c\u6309\u8bf7\u6c42\u91cf + \u5f39\u6027\u65f6\u957f\u201d\u6df7\u5408\u8ba1\u8d39\uff1a
\n– \u5e73\u5cf0 0.15 \u5143\/\u5343\u6b21\u8bf7\u6c42\uff0c\u9ad8\u5cf0\u81ea\u52a8\u6269\u5bb9\u4e0d\u52a0\u4ef7
\n– \u514d\u8fd0\u7ef4\u3001\u514d\u673a\u623f\u3001\u514d\u7535\u8d39\uff0c\u6574\u4f53\u6210\u672c\u4e0b\u964d 60%
\n– \u65b0\u7528\u6237\u6ce8\u518c\u5373\u9001 10 \u5143\u4f53\u9a8c\u91d1\uff0c\u53ef\u96f6\u6210\u672c\u8dd1\u901a 50 \u4e07\u6b21\u63a8\u7406\uff0c\u9a8c\u8bc1\u4e1a\u52a1\u6548\u679c\u540e\u518d\u89c4\u6a21\u4e0a\u7ebf <\/p>\n

\u751f\u6001\uff1aAI \u5e94\u7528\u5373\u70b9\u5373\u7528\uff0c\u6570\u636e\u6a21\u578b\u4e00\u952e\u8c03\u7528<\/h2>\n

\u9664\u4e86\u5e7f\u544a RTB\uff0c\u661f\u5b87\u667a\u7b97\u6301\u7eed\u6269\u5145 AI\u5e94\u7528<\/a> \u5546\u5e97\uff1a
\n– \u89c6\u9891\u8d85\u5206\u3001AIGC \u7ed8\u56fe\u3001OCR \u8bc6\u522b\u3001\u8bed\u97f3\u5408\u6210\u7b49 100+ \u70ed\u95e8\u573a\u666f\u4e00\u952e\u90e8\u7f72
\n– \u5185\u7f6e 3 PB \u516c\u5171\u6570\u636e\u96c6\u4e0e 5000+ \u9884\u8bad\u7ec3\u6a21\u578b\uff0c\u652f\u6301\u8de8\u5b9e\u4f8b\u5171\u4eab\u6301\u4e45\u5316\u5b58\u50a8\uff0c\u8282\u7701 70% \u4e0b\u8f7d\u65f6\u95f4
\n– \u63d0\u4f9b Python\u3001Go\u3001Java \u591a\u8bed\u8a00 SDK\uff0c10 \u884c\u4ee3\u7801\u5373\u53ef\u5c06\u63a8\u7406\u7ed3\u679c\u56de\u8c03\u81f3\u4e1a\u52a1\u7cfb\u7edf <\/p>\n

\u7ed3\u8bed\uff1a\u8ba9\u7b97\u529b\u50cf\u6c34\u7535\u4e00\u6837\u5373\u5f00\u5373\u7528<\/h2>\n

\u4ece Akamai \u7684\u5168\u7403\u8282\u70b9\u5230 Rumble \u7684\u793e\u533a CDN\uff0c\u8fb9\u7f18 AI \u5df2\u7ad9\u5728\u7206\u53d1\u4e34\u754c\u70b9\u3002\u5e7f\u544a RTB \u53ea\u662f\u7b2c\u4e00\u5757\u591a\u7c73\u8bfa\u9aa8\u724c\uff0c\u63a5\u4e0b\u6765\u76f4\u64ad\u98ce\u63a7\u3001\u667a\u6167\u4ea4\u901a\u3001\u5de5\u4e1a\u89c6\u89c9\u90fd\u5c06\u88ab\u201c30 ms \u5b9a\u5f8b\u201d\u91cd\u5851\u3002\u661f\u5b87\u667a\u7b97\u5e0c\u671b\u505a\u201cAI \u65f6\u4ee3\u7684\u6c34\u7535\u7ad9\u201d\uff0c\u628a\u6602\u8d35\u3001\u590d\u6742\u7684 GPU \u7b97\u529b\u5c01\u88c5\u6210\u7b80\u5355\u3001\u666e\u60e0\u7684\u4e91\u670d\u52a1\u3002
\n\u73b0\u5728\u6ce8\u518c\u5373\u53ef\u9886\u53d6 10 \u5143\u4f53\u9a8c\u91d1\uff0c\u5373\u523b\u5728 GPU\u670d\u52a1\u5668\u79df\u7528<\/a> \u5e73\u53f0\u542f\u52a8\u4f60\u7684\u7b2c\u4e00\u4e2a\u8fb9\u7f18\u63a8\u7406\u5b9e\u4f8b\uff0c\u62a2\u5360\u6beb\u79d2\u7ea7\u5546\u4e1a\u7ea2\u5229\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

\u201c\u5982\u679c\u5e7f\u544a\u4e0d\u80fd\u5728 50 ms \u5185\u5b8c\u6210\u51fa\u4ef7\uff0c\u5c31\u7b49\u4e8e\u628a\u6d41\u91cf\u62f1\u624b\u8ba9…<\/p>\n","protected":false},"author":2,"featured_media":2694,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-2695","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-zixun"],"views":73,"_links":{"self":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts\/2695","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=2695"}],"version-history":[{"count":0,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts\/2695\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/media\/2694"}],"wp:attachment":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/media?parent=2695"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/categories?post=2695"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/tags?post=2695"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}