{"id":2021,"date":"2025-09-02T06:42:07","date_gmt":"2025-09-02T13:42:07","guid":{"rendered":"https:\/\/aarkiwebstg.wpenginepowered.com\/?p=2021"},"modified":"2025-09-04T05:56:42","modified_gmt":"2025-09-04T12:56:42","slug":"the-infrastructure-advantage-behind-a-dsp-thats-10x-faster","status":"publish","type":"post","link":"https:\/\/www.aarki.com\/zh\/insights\/the-infrastructure-advantage-behind-a-dsp-thats-10x-faster\/","title":{"rendered":"\u901f\u5ea6\u63d0\u5347 10 \u500d\u7684 DSP \u80cc\u540e\u7684\u57fa\u7840\u8bbe\u65bd\u4f18\u52bf"},"content":{"rendered":"<figure class=\"wp-block-post-featured-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1920\" height=\"1080\" src=\"https:\/\/www.aarki.com\/wp-content\/uploads\/2025\/09\/tushar-blog-banner.png\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"\" style=\"object-fit:cover;\" srcset=\"https:\/\/www.aarki.com\/wp-content\/uploads\/2025\/09\/tushar-blog-banner.png 1920w, https:\/\/www.aarki.com\/wp-content\/uploads\/2025\/09\/tushar-blog-banner-300x169.png 300w, https:\/\/www.aarki.com\/wp-content\/uploads\/2025\/09\/tushar-blog-banner-1024x576.png 1024w, https:\/\/www.aarki.com\/wp-content\/uploads\/2025\/09\/tushar-blog-banner-768x432.png 768w, https:\/\/www.aarki.com\/wp-content\/uploads\/2025\/09\/tushar-blog-banner-1536x864.png 1536w, https:\/\/www.aarki.com\/wp-content\/uploads\/2025\/09\/tushar-blog-banner-18x10.png 18w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/figure>\n\n\n<figure class=\"wp-block-pullquote\"><blockquote><p><mark style=\"background-color:rgba(0, 0, 0, 0);color:#005141\" class=\"has-inline-color\">\u4f5c\u8005\u7b80\u4ecb<\/mark><\/p><cite><mark style=\"background-color:rgba(0, 0, 0, 0);color:#005141\" class=\"has-inline-color\">Tushar Patel \u662f Aarki \u7684\u9ad8\u7ea7\u5de5\u7a0b\u526f\u603b\u88c1\uff0c\u4ed6\u81f4\u529b\u4e8e\u5e2e\u52a9 DSP \u4ece\u5e95\u5c42\u67b6\u6784\u5230\u6a21\u578b\u5c42\u9762\u91cd\u5851\u5176\u601d\u7ef4\u65b9\u5f0f\u3002\u51ed\u501f\u4e09\u5341\u5e74\u7684\u5de5\u7a0b\u9886\u5bfc\u7ecf\u9a8c\uff0cTushar \u66fe\u6784\u5efa\u5e76\u6269\u5c55\u8fc7 SaaS\u3001\u4f01\u4e1a\u7ea7\u5e94\u7528\u548c\u5e7f\u544a\u6280\u672f\u9886\u57df\u7684\u5e73\u53f0\uff0c\u7ba1\u7406\u8fc7\u904d\u5e03\u56db\u5927\u6d32\u7684 350 \u591a\u4eba\u56e2\u961f\u3002\u4ed6\u89c1\u8bc1\u8fc7\u5404\u79cd\u6311\u6218\uff1a\u626d\u4e8f\u4e3a\u76c8\u3001\u4f01\u4e1a\u6536\u8d2d\u4ee5\u53ca\u4e9f\u9700\u6df1\u5ea6\u4f18\u5316\u7684\u6280\u672f\u6808\u3002.<\/mark><\/cite><\/blockquote><\/figure>\n\n\n\n<p>\u5728\u4e91\u539f\u751f\u5df2\u6210\u4e3a\u884c\u4e1a\u6807\u914d\u7684\u4eca\u5929\uff0cAarki \u5374\u7279\u7acb\u72ec\u884c\u3002\u6211\u4eec\u7684\u56db\u4e2a\u6570\u636e\u4e2d\u5fc3\u904d\u5e03\u5168\u7403\uff0c\u5730\u7406\u4f4d\u7f6e\u4f18\u8d8a\uff0c\u6bd7\u90bb Google AdX\u3001Unity \u548c Fyber \u7b49\u9876\u7ea7\u4ea4\u6613\u5e73\u53f0\u3002\u8fd9\u4e9b\u6570\u636e\u4e2d\u5fc3\u6bcf\u79d2\u53ef\u5904\u7406\u8d85\u8fc7 500 \u4e07\u6b21\u7ade\u4ef7\u8bf7\u6c42\uff0c\u54cd\u5e94\u65f6\u95f4\u6700\u5feb\u53ef\u8fbe 20 \u6beb\u79d2\u3002\u5982\u6b64\u5f3a\u5927\u7684\u541e\u5410\u91cf\u5e76\u975e\u5f92\u6709\u5176\u8868\uff0c\u800c\u662f\u786e\u4fdd\u6211\u4eec\u7684 DSP \u5728\u538b\u529b\u4e0b\u4f9d\u7136\u80fd\u591f\u4fdd\u6301\u5feb\u901f\u3001\u7cbe\u51c6\u548c\u54cd\u5e94\u8fc5\u901f\u7684\u5173\u952e\u6240\u5728\u3002.&nbsp;<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>\u8fc7\u53bb\u4e24\u5e74\uff0c\u6211\u4eec\u5df2\u5c06\u5176\u8f6c\u5316\u4e3a\u6218\u7565\u4f18\u52bf\u3002\u4ece\u6a21\u578b\u8bad\u7ec3\u3001\u63a8\u7406\u5230\u5e7f\u544a\u6295\u653e\uff0c\u6240\u6709\u73af\u8282\u90fd\u5728\u540c\u4e00\u4e2a\u5e73\u53f0\u4e0a\u5b8c\u6210\u3002. <em>\u8fd9\u79cd\u57fa\u7840\u8bbe\u65bd\u4f7f\u5f97 DSP \u7684\u7ade\u4ef7\u901f\u5ea6\u6bd4\u57fa\u4e8e\u4e91\u7684 DSP \u5feb 4 \u5230 10 \u500d\u3002.<\/em><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-eliminating-the-cost-of-experimentation\"><strong>\u6d88\u9664\u5b9e\u9a8c\u6210\u672c<\/strong><\/h3>\n\n\n\n<p>\u62e5\u6709\u6211\u4eec\u81ea\u5df1\u7684\u57fa\u7840\u8bbe\u65bd\u5e26\u6765\u7684\u76f4\u63a5\u597d\u5904\u4e4b\u4e00\u662f\uff1a\u5b9e\u9a8c\u7684\u8fb9\u9645\u6210\u672c\u4e3a\u96f6\u3002.<\/p>\n\n\n\n<p>\u4e0e\u53d7\u6bcf\u6b21\u67e5\u8be2\u5b9a\u4ef7\u548c\u51fa\u53e3\u8d39\u7528\u9650\u5236\u7684\u4e91\u6258\u7ba1\u673a\u5668\u5b66\u4e60\u548c\u5206\u6790\u56e2\u961f\u4e0d\u540c\uff0c\u6211\u4eec\u7684\u56e2\u961f\u4e0d\u53d7\u6210\u672c\u9a71\u52a8\u7684\u6469\u64e6\u5f71\u54cd\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7ade\u6807\u8005\u5de5\u4f5c\u8d1f\u8f7d\uff1a\u9ad8 QPS \u4e0d\u4e88\u5904\u7f5a\uff1b\u6211\u4eec\u7684\u57fa\u7840\u8bbe\u65bd\u5df2\u9488\u5bf9\u5cf0\u503c\u541e\u5410\u91cf\u8fdb\u884c\u4e86\u914d\u7f6e\u3002.<\/li>\n\n\n\n<li>\u6a21\u578b\u8bad\u7ec3\/\u63a8\u7406\uff1a\u6211\u4eec\u5229\u7528\u4e13\u7528 GPU \u8fdb\u884c\u8bad\u7ec3\u548c\u5b9e\u65f6\u63a8\u7406\u3002.<\/li>\n\n\n\n<li>\u6570\u636e\u4ed3\u5e93\u67e5\u8be2\uff1a\u5206\u6790\u5e08\u548c\u673a\u5668\u5b66\u4e60\u5de5\u7a0b\u5e08\u53ef\u4ee5\u81ea\u7531\u67e5\u8be2\uff0c\u65e0\u9700\u62c5\u5fc3\u6bcf\u626b\u63cf TB \u7684\u6210\u672c\u3002.<\/li>\n<\/ul>\n\n\n\n<p>\u5176\u7ed3\u679c\u662f\u52a0\u901f\u4e86\u5b9e\u9a8c\u5faa\u73af\uff0c\u8fd9\u610f\u5473\u7740\u66f4\u591a\u7684\u8fed\u4ee3\u3001\u66f4\u6df1\u5165\u7684\u6d1e\u5bdf\u3001\u66f4\u5feb\u7684\u5b66\u4e60\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-bid-response-time-is-a-profit-lever\"><strong>\u6295\u6807\u54cd\u5e94\u65f6\u95f4\u662f\u76c8\u5229\u6760\u6746<\/strong><\/h3>\n\n\n\n<p>\u7a0b\u5e8f\u5316\u7ade\u4ef7\u672c\u8d28\u4e0a\u662f\u4e00\u573a\u7ade\u8d5b\uff0c\u800c\u5ef6\u8fdf\u51b3\u5b9a\u80dc\u8d1f\u3002\u54cd\u5e94\u7ade\u4ef7\u8bf7\u6c42\u7684\u901f\u5ea6\u8d8a\u5feb\uff0c\u5c31\u80fd\u8d62\u5f97\u8d8a\u591a\u7684\u5c55\u793a\u673a\u4f1a\u3002\u6211\u4eec\u4e13\u95e8\u4e3a\u6b64\u6784\u5efa\u4e86\u57fa\u7840\u8bbe\u65bd\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6211\u4eec\u56db\u4e2a\u6570\u636e\u4e2d\u5fc3\u4e4b\u95f4\u91c7\u7528\u4f4e\u5ef6\u8fdf\u9aa8\u5e72\u7f51\uff0c\u5e76\u5728\u786c\u4ef6\u5c42\u9762\u8fdb\u884c\u4e86\u4f18\u5316\u3002.<\/li>\n\n\n\n<li>\u5bf9\u6211\u4eec\u7684\u5173\u952e\u7cfb\u7edf\uff08\u4f8b\u5982 Aerospike\u3001Kafka \u548c\u7ade\u4ef7\u670d\u52a1\uff09\u8fdb\u884c\u4f4d\u7f6e\u611f\u77e5\u8def\u7531\u3002.<\/li>\n\n\n\n<li>\u9488\u5bf9\u7279\u5b9a\u60c5\u51b5\u4f18\u5316\u7f51\u5361\u8bbe\u7f6e\uff0c\u4ee5\u51cf\u5c11\u4e2d\u65ad\u5f00\u9500\u548c\u7f51\u7edc\u6296\u52a8\u3002.<br><\/li>\n<\/ul>\n\n\n\n<p>\u6211\u4eec\u7684\u5e73\u5747\u7ade\u4ef7\u54cd\u5e94\u901f\u5ea6\u6bd4\u57fa\u4e8e\u4e91\u7684DSP\u5feb4\u523010\u500d\u3002\u66f4\u5feb\u7684\u54cd\u5e94\u901f\u5ea6\u80fd\u4e3a\u6211\u4eec\u7684\u5ba2\u6237\u5e26\u6765\u66f4\u9ad8\u7684\u4e2d\u6807\u7387\u548c\u66f4\u597d\u7684\u6295\u8d44\u56de\u62a5\u7387\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-grinding-through-complexity-gaining-mastery-in-infra\"><strong>\u514b\u670d\u590d\u6742\u6027\uff0c\u638c\u63e1\u57fa\u7840\u8bbe\u65bd\u6280\u672f<\/strong><\/h3>\n\n\n\n<p>\u62e5\u6709\u6280\u672f\u6808\u610f\u5473\u7740\u6211\u4eec\u7684\u5de5\u7a0b\u5e08\u4e0d\u4f1a\u56de\u907f\u590d\u6742\u6027\uff1b\u4ed6\u4eec\u4f1a\u79ef\u6781\u53c2\u4e0e\u5176\u4e2d\u3002.<\/p>\n\n\n\n<p>\u90e8\u7f72\u65b0\u670d\u52a1\u5e76\u975e\u201c\u4e00\u952e\u542f\u52a8\u201d\u3002\u5b83\u6d89\u53ca\u5bb9\u91cf\u89c4\u5212\u3001\u90e8\u7f72\u4f4d\u7f6e\u51b3\u7b56\u3001\u6027\u80fd\u8c03\u4f18\uff0c\u4ee5\u53ca\u5bf9\u5b9e\u9645 IOPS \u6216\u6bcf\u79d2\u6570\u636e\u5305\u4f20\u8f93\u91cf\u9650\u5236\u7684\u7406\u89e3\u3002\u6211\u4eec\u76f8\u4fe1\uff0c\u8fd9\u80fd\u57f9\u517b\u51fa\u66f4\u4f18\u79c0\u7684\u5de5\u7a0b\u5e08\uff0c\u8ba9\u4ed6\u4eec\u6df1\u5165\u4e86\u89e3\u6027\u80fd\u3001\u6210\u672c\u6743\u8861\u4ee5\u53ca\u7cfb\u7edf\u6545\u969c\u7684\u539f\u56e0\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-it-comes-with-challenges-which-we-accept\"><strong>\u5b83\u4f34\u968f\u7740\u6311\u6218\uff0c\u6211\u4eec\u6b23\u7136\u63a5\u53d7\u3002<\/strong><\/h3>\n\n\n\n<p>\u4e5f\u6709\u7f3a\u70b9\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5185\u5b58\u3001\u78c1\u76d8\u6216\u8ba1\u7b97\u80fd\u529b\u7684\u4ea4\u4ed8\u5468\u671f\u66f4\u957f\uff1b\u8fd9\u91cc\u6ca1\u6709\u201c\u5411\u4e0a\u6269\u5c55\u201d\u6309\u94ae\u3002.<\/li>\n\n\n\n<li>\u4eba\u624d\u77ed\u7f3a\uff0c\u56e0\u4e3a\u62db\u8058\u80fd\u591f\u80dc\u4efb\u88f8\u673a\u7ea7\u522b\u64cd\u4f5c\u7684\u719f\u7ec3\u57fa\u7840\u8bbe\u65bd\u548c\u7f51\u7edc\u5de5\u7a0b\u5e08\u5e76\u975e\u6613\u4e8b\u3002.<\/li>\n<\/ul>\n\n\n\n<p>\u4f46\u8fd9\u4e9b\u90fd\u662f\u6211\u4eec\u8bbe\u8ba1\u65f6\u4f1a\u8003\u8651\u7684\u5df2\u77e5\u9650\u5236\uff0c\u800c\u4e0d\u662f\u963b\u788d\u56e0\u7d20\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-cloud-vs-colocation-not-dogma-just-data\"><strong>\u4e91\u6258\u7ba1 vs \u6570\u636e\u4e2d\u5fc3\u6258\u7ba1\uff1a\u5e76\u975e\u6559\u6761\u4e4b\u4e89\uff0c\u800c\u662f\u6570\u636e\u4e4b\u4e89<\/strong><\/h3>\n\n\n\n<p>\u6211\u4eec\u6bcf\u5e74\u90fd\u4f1a\u91cd\u65b0\u8bc4\u4f30\u8fd9\u9879\u7b56\u7565\u3002\u4e91\u8ba1\u7b97\u6280\u672f\u6b63\u5728\u4e0d\u65ad\u8fdb\u6b65\uff0c\u6211\u4eec\u7684\u4e0b\u4e00\u4e2a\u6570\u636e\u4e2d\u5fc3\u5f88\u53ef\u80fd\u5c31\u662f\u865a\u62df\u7684\u3002\u5c4a\u65f6\uff0c\u6211\u4eec\u4f1a\u5c06\u4e24\u79cd\u73af\u5883\u5e76\u6392\u8fd0\u884c\u5e76\u8fdb\u884c\u6bd4\u8f83\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7ade\u4ef7\u5ef6\u8fdf\uff1a\u6307\u6211\u4eec\u7684\u7cfb\u7edf\u54cd\u5e94\u5e7f\u544a\u4ea4\u6613\u5e73\u53f0\u7ade\u4ef7\u8bf7\u6c42\u7684\u901f\u5ea6\u3002\u5ef6\u8fdf\u8d8a\u4f4e\uff0c\u7ade\u4ef7\u6b21\u6570\u8d8a\u591a\uff0c\u4e2d\u6807\u7387\u8d8a\u9ad8\u3002.<\/li>\n\n\n\n<li>\u673a\u5668\u5b66\u4e60\u541e\u5410\u91cf\uff1a\u6211\u4eec\u53ef\u4ee5\u540c\u65f6\u901a\u8fc7\u7cfb\u7edf\u8fdb\u884c\u591a\u5c11\u6a21\u578b\u8bad\u7ec3\u548c\u63a8\u7406\uff0c\u800c\u4e0d\u4f1a\u51cf\u6162\u4ea4\u4ed8\u901f\u5ea6\u3002.<\/li>\n\n\n\n<li>\u67e5\u8be2\u6027\u80fd\uff1a\u5206\u6790\u5e08\u548c\u673a\u5668\u5b66\u4e60\u5de5\u7a0b\u5e08\u80fd\u591f\u591a\u5feb\u3001\u591a\u81ea\u7531\u5730\u8fd0\u884c\u6570\u636e\u67e5\u8be2\u6765\u63d0\u53d6\u89c1\u89e3\uff0c\u800c\u4e0d\u4f1a\u9047\u5230\u6210\u672c\u6216\u901f\u5ea6\u74f6\u9888\u3002.<\/li>\n\n\n\n<li>\u6bcf\u4ea7\u751f$\u6536\u5165\u7684\u6210\u672c\uff1a\u4ea7\u751f1\u7f8e\u5143\u6536\u5165\u6240\u9700\u7684\u5168\u90e8\u57fa\u7840\u8bbe\u65bd\u6210\u672c\u3002\u6bcf\u7f8e\u5143\u6210\u672c\u8d8a\u4f4e\uff0c\u5229\u6da6\u7387\u8d8a\u9ad8\u3002.<\/li>\n<\/ul>\n\n\n\n<p>\u5728\u6b64\u4e4b\u524d\uff0c\u6211\u4eec\u73b0\u6709\u7684\u57fa\u7840\u8bbe\u65bd\u5c06\u7ee7\u7eed\u4fdd\u6301\u4f18\u5f02\u6027\u80fd\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-it-s-the-marketers-that-gain-from-the-metal\">\u91d1\u5c5e\u7684\u53d7\u76ca\u8005\u662f\u8425\u9500\u4eba\u5458\u3002<\/h3>\n\n\n\n<p>\u62e5\u6709\u81ea\u5df1\u7684\u57fa\u7840\u8bbe\u65bd\u5e76\u4e0d\u5149\u9c9c\u4eae\u4e3d\uff0c\u96be\u4ee5\u6269\u5c55\uff0c\u62db\u8058\u4e5f\u66f4\u52a0\u56f0\u96be\u3002\u4f46\u5f53\u6548\u679c\u8425\u9500\u7684\u6210\u8d25\u53d6\u51b3\u4e8e\u6beb\u79d2\u7ea7\u7684\u6295\u5165\u548c\u5229\u6da6\u7387\u65f6\uff0c\u6211\u4eec\u575a\u4fe1\uff0c\u638c\u63a7\u90a3\u4e9b\u51b3\u5b9a\u6210\u8d25\u7684\u5173\u952e\u56e0\u7d20\u81f3\u5173\u91cd\u8981\u3002.<\/p>\n\n\n\n<p>\u6211\u4eec\u7684\u57fa\u7840\u8bbe\u65bd\u8d4b\u4e88\u6211\u4eec\u4e09\u5927\u6838\u5fc3\u4f18\u52bf\uff1a\u901f\u5ea6\u3001\u63a7\u5236\u548c\u81ea\u7531\u3002\u5b83\u4f7f\u6211\u4eec\u80fd\u591f\u5feb\u901f\u884c\u52a8\u3001\u5feb\u901f\u8bad\u7ec3\u548c\u5feb\u901f\u54cd\u5e94\uff0c\u800c\u65e0\u9700\u7b49\u5f85\u5176\u4ed6\u4e91\u8d44\u6e90\u3002\u8fd9\u6700\u7ec8\u4f53\u73b0\u5728\u60a8\u7684\u8425\u9500\u6d3b\u52a8\u4e2d\uff0c\u4f8b\u5982\u66f4\u9ad8\u7684\u80dc\u7387\u3001\u66f4\u4f4e\u7684\u6bcf\u6b21\u5b89\u88c5\u6210\u672c (CPI) \u548c\u66f4\u667a\u80fd\u7684\u4f18\u5316\u3002.<\/p>\n\n\n\n<p>\u8fd9\u5957\u57fa\u7840\u8bbe\u65bd\u4e0d\u4ec5\u80fd\u63d0\u9ad8\u6bcf\u79d2\u7ade\u6807\u6b21\u6570\uff0c\u8fd8\u80fd\u8ba9\u6211\u4eec\u6bcf\u5929\u91cd\u65b0\u8bad\u7ec3\u6a21\u578b\uff0c\u4f7f\u5176\u6301\u7eed\u5b66\u4e60\u3001\u9002\u5e94\u5e76\u8d85\u8d8a\u6628\u5929\u7684\u7248\u672c\u3002\u5b83\u4e3a\u6211\u4eec\u7684\u6df1\u5ea6\u5b66\u4e60\u6d41\u6c34\u7ebf\u63d0\u4f9b\u52a8\u529b\uff0c\u5176\u4e2dGPU\u8bad\u7ec3\u7684\u6a21\u578b\u6bcf\u5929\u90fd\u4f1a\u66f4\u65b0\uff0c\u5e76\u76f4\u63a5\u5728\u6211\u4eec\u7684\u6280\u672f\u6808\u4e2d\u8fd0\u884c\u3002.<\/p>\n\n\n\n<p>\u5f15\u64ce\u76d6\u4e0b\u7684\u90e8\u4ef6\u5b9e\u9645\u4e0a\u5df2\u7ecf\u5f7b\u5e95\u91cd\u5efa\u4e86\u2014\u2014 <a href=\"https:\/\/www.aarki.com\/zh\/insights\/aarkis-bidding-brain-evolution-part-1-deep-learning-for-mobile-growth\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u66f4\u5feb\u3001\u66f4\u667a\u80fd\u7684\u5f15\u64ce\u9a71\u52a8\u7740\u4ece\u57f9\u8bad\u5230\u7ade\u6807\u7684\u4e00\u5207\u3002.<\/a><\/p>\n\n\n\n<p>\u6211\u4eec\u5e76\u975e\u53cd\u5bf9\u4e91\u8ba1\u7b97\u3002\u5173\u952e\u5728\u4e8e\u9009\u62e9\u6700\u9002\u5408\u5b9e\u9645\u5e94\u7528\u573a\u666f\u7684\u65b9\u6848\u3002\u76ee\u524d\uff0c\u88f8\u673a\u90e8\u7f72\u4ecd\u7136\u5177\u6709\u4f18\u52bf\u3002\u5728\u6570\u636e\u8868\u660e\u9700\u8981\u6539\u8fdb\u4e4b\u524d\uff0c\u6211\u4eec\u5c06\u7ee7\u7eed\u4f7f\u7528\u88f8\u673a\u90e8\u7f72\u3002.<\/p>\n\n\n\n<p><em>\u5bf9\u8fd9\u7bc7\u535a\u5ba2\u6709\u4ec0\u4e48\u60f3\u6cd5\u5417\uff1f\u522b\u8ba9\u4f60\u7684\u597d\u60f3\u6cd5\u57cb\u6ca1\u3002\u968f\u65f6\u53ef\u4ee5\u7ed9\u56fe\u6c99\u5c14\u53d1\u90ae\u4ef6\uff1a <a>tusharpatel@aarki.com<\/a>.<\/em><\/p>","protected":false},"excerpt":{"rendered":"<p>About The Author Tushar Patel is SVP of Engineering at Aarki, where he\u2019s helping rewire how a DSP thinks, from metal to model. With three decades of engineering leadership behind &#8230;<\/p>","protected":false},"author":15,"featured_media":2025,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"content-type":"","event_date":"","external_url":"","gated_content":false,"hubspot_url":"","footnotes":""},"categories":[13],"tags":[],"class_list":["post-2021","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-insights"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.1 (Yoast SEO v27.6) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>The Infrastructure Advantage Behind a DSP That\u2019s 10x Faster - Aarki<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.aarki.com\/zh\/insights\/the-infrastructure-advantage-behind-a-dsp-thats-10x-faster\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"The Infrastructure Advantage Behind a DSP That\u2019s 10x Faster\" \/>\n<meta property=\"og:description\" content=\"About The Author Tushar Patel is SVP of Engineering at Aarki, where he\u2019s helping rewire how a DSP thinks, from metal to model. 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