{"id":124687,"date":"2026-11-12T15:29:01","date_gmt":"2026-11-12T07:29:01","guid":{"rendered":"https:\/\/www.cyberview.com.tw\/?p=124687"},"modified":"2026-11-12T15:29:01","modified_gmt":"2026-11-12T07:29:01","slug":"%e8%b3%87%e8%a8%8a%e6%82%85%e5%a0%b1-vol-68%ef%bd%9creform-rate-gpu-%e6%94%af%e5%87%ba%e6%8c%81%e7%ba%8c%e6%94%80%e5%8d%87%ef%bc%8c%e5%a6%82%e4%bd%95%e6%89%be%e5%87%ba%e7%9c%8b%e4%b8%8d","status":"publish","type":"post","link":"https:\/\/www.cyberview.com.tw\/en\/2026\/11\/12\/%e8%b3%87%e8%a8%8a%e6%82%85%e5%a0%b1-vol-68%ef%bd%9creform-rate-gpu-%e6%94%af%e5%87%ba%e6%8c%81%e7%ba%8c%e6%94%80%e5%8d%87%ef%bc%8c%e5%a6%82%e4%bd%95%e6%89%be%e5%87%ba%e7%9c%8b%e4%b8%8d\/","title":{"rendered":"\u8cc7\u8a0a\u6085\u5831 Vol.68\uff5cRE:FORM RATE:\u00a0GPU \u652f\u51fa\u6301\u7e8c\u6500\u5347\uff0c\u5982\u4f55\u627e\u51fa\u770b\u4e0d\u898b\u7684\u8cc7\u6e90\u6d6a\u8cbb\uff1f"},"content":{"rendered":"<div class=\"entry-content\" itemprop=\"text\">\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/www.cyberview.com.tw\/wp-content\/uploads\/2026\/11\/Vol.68-2-1024x1024.png\" alt=\"\" class=\"wp-image-124694\" srcset=\"https:\/\/www.cyberview.com.tw\/wp-content\/uploads\/2026\/11\/Vol.68-2-1024x1024.png 1024w, https:\/\/www.cyberview.com.tw\/wp-content\/uploads\/2026\/11\/Vol.68-2-300x300.png 300w, https:\/\/www.cyberview.com.tw\/wp-content\/uploads\/2026\/11\/Vol.68-2-150x150.png 150w, https:\/\/www.cyberview.com.tw\/wp-content\/uploads\/2026\/11\/Vol.68-2-768x768.png 768w, https:\/\/www.cyberview.com.tw\/wp-content\/uploads\/2026\/11\/Vol.68-2-640x640.png 640w, https:\/\/www.cyberview.com.tw\/wp-content\/uploads\/2026\/11\/Vol.68-2-960x960.png 960w, https:\/\/www.cyberview.com.tw\/wp-content\/uploads\/2026\/11\/Vol.68-2-75x75.png 75w, https:\/\/www.cyberview.com.tw\/wp-content\/uploads\/2026\/11\/Vol.68-2.png 1080w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading has-medium-font-size\">GPU \u6210\u672c\u6210\u70ba\u65b0\u4e00\u6ce2\u96f2\u7aef\u6d6a\u8cbb\uff1aRATE \u63a8\u51fa GPU Utilization \u4f7f\u7528\u7387\u5206\u6790\u529f\u80fd<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u53ea\u8981\u554f\u4efb\u4f55\u4e00\u4f4d\u57fa\u790e\u67b6\u69cb\u4e3b\u7ba1\uff0c2026 \u5e74\u6700\u4ee4\u4ed6\u5011\u591c\u4e0d\u6210\u7720\u7684\u662f\u4ec0\u9ebc\uff0c\u5f80\u5f80\u624d\u8aaa\u4e0d\u5230\u7b2c\u4e8c\u53e5\u5c31\u6703\u63d0\u5230 GPU\u3002\u53d7\u95dc\u7a05\u3001\u53f0\u7a4d\u96fb\u6210\u672c\u4e0a\u5347\uff0c\u4ee5\u53ca AI \u9700\u6c42\u5e36\u52d5\u7684 DRAM \u4f9b\u61c9\u5403\u7dca\u5f71\u97ff\uff0cNvidia \u8207 AMD \u4eca\u5e74\u5747\u8abf\u9ad8\u986f\u793a\u5361\u50f9\u683c 10% \u81f3 15%\u3002\u00b9 \u00b2 \u540c\u6642\uff0cGartner \u9810\u6e2c\uff0c\u5230 2029 \u5e74\uff0c\u5c07\u6709\u4e00\u534a\u7684\u96f2\u7aef\u904b\u7b97\u8cc7\u6e90\u914d\u7f6e\u7d66 AI \u5de5\u4f5c\u8ca0\u8f09\u3002\u00b3<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e7e\u4e4e\u6240\u6709\u4f01\u696d\u90fd\u88ab\u8981\u6c42\u589e\u52a0 GPU \u6295\u8cc7\uff0c\u537b\u5f88\u5c11\u6709\u4f01\u696d\u80fd\u6e05\u695a\u8aaa\u660e\uff0c\u9019\u4e9b\u652f\u51fa\u7a76\u7adf\u6709\u591a\u5c11\u771f\u6b63\u88ab\u6709\u6548\u904b\u7528\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u6b63\u662f RATE \u73fe\u5728\u8981\u88dc\u4e0a\u7684\u7f3a\u53e3\u3002<strong>GPU \u4f7f\u7528\u7387\u5206\u6790\uff08GPU Utilization\uff09<\/strong>&nbsp;\u662f RATE \u6700\u65b0\u63a8\u51fa\u7684\u529f\u80fd\uff0c\u65e8\u5728\u5c07\u65e2\u6709\u904b\u7b97\u3001\u5132\u5b58\u53ca Kubernetes \u6210\u672c\u7ba1\u7406\u6240\u5177\u5099\u7684\u53ef\u8996\u6027\u3001\u8cac\u4efb\u6b78\u5c6c\u8207\u81ea\u52d5\u5316\u6210\u672c\u7cbe\u9032\u80fd\u529b\uff0c\u5ef6\u4f38\u81f3\u96f2\u7aef\u5e33\u55ae\u4e2d\u6700\u6602\u8cb4\u7684\u652f\u51fa\u9805\u76ee\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading has-medium-font-size\">GPU \u6d6a\u8cbb\u4e0d\u662f\u5e33\u55ae\u4e0a\u7684\u96f6\u982d\uff0c\u800c\u662f\u9810\u7b97\u554f\u984c<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u96f2\u7aef\u8cc7\u6e90\u6d6a\u8cbb\u4e00\u76f4\u662f\u96f2\u7aef\u8ca1\u52d9\u7ba1\u7406\uff08FinOps\uff09\u5fc5\u9808\u9762\u5c0d\u7684\u554f\u984c\uff0c\u4f46 GPU \u6d6a\u8cbb\u7684\u898f\u6a21\u537b\u662f\u53e6\u4e00\u500b\u91cf\u7d1a\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd1\u671f\u7522\u696d\u7814\u7a76\u767c\u73fe\uff0c\u4f01\u696d GPU \u7684\u5e73\u5747\u4f7f\u7528\u7387\u50c5\u7d04&nbsp;<strong>5%<\/strong>\uff0c\u9019\u4e5f\u662f\u9020\u6210\u5206\u6790\u5e2b\u6240\u7a31\u300c4,010 \u5104\u7f8e\u5143 AI \u57fa\u790e\u8a2d\u65bd\u554f\u984c\u300d\u7684\u56e0\u7d20\u4e4b\u4e00\u3002\u2074 \u5373\u4f7f\u5728\u7ba1\u7406\u8f03\u5b8c\u5584\u7684\u74b0\u5883\u4e2d\uff0cAI \u63a8\u8ad6\u5de5\u4f5c\u8ca0\u8f09\u7684\u5e73\u5747\u4f7f\u7528\u7387\u4e5f\u50c5\u7d04&nbsp;<strong>22%<\/strong>\u3002\u4f9d\u7167\u8a72\u7814\u7a76\u7684\u5224\u65b7\u6a19\u6e96\uff0c\u4efb\u4f55\u4f7f\u7528\u7387\u4f4e\u65bc 40% \u7684 GPU \u53e2\u96c6\uff0c\u90fd\u610f\u5473\u8457\u4f01\u696d\u4ecd\u5728\u70ba\u672a\u88ab\u4f7f\u7528\u7684\u904b\u7b97\u5bb9\u91cf\u4ed8\u8cbb\u3002\u2075<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u70ba\u4ec0\u9ebc\u9019\u6a23\u7684\u60c5\u6cc1\u6703\u4e00\u518d\u767c\u751f\uff1f<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>GPU \u8cc7\u6e90\u914d\u7f6e\u4ee5\u5c16\u5cf0\u9700\u6c42\u70ba\u6e96\uff0c\u800c\u975e\u5e73\u5747\u4f7f\u7528\u91cf\u3002<\/strong>&nbsp;AI \u6a21\u578b\u8a13\u7df4\u5de5\u4f5c\u53ef\u80fd\u5728\u6578\u5929\u5167\u5927\u91cf\u6d88\u8017\u904b\u7b97\u8cc7\u6e90\uff0c\u4f46\u8a13\u7df4\u7d50\u675f\u5f8c\uff0c\u6574\u500b GPU \u53e2\u96c6\u537b\u53ef\u80fd\u9592\u7f6e\u6578\u9031\u3002<\/li>\n\n\n\n<li><strong>\u6c92\u6709\u4eba\u80fd\u6e05\u695a\u5c0d\u61c9\u8cbb\u7528\u7684\u8ca0\u8cac\u55ae\u4f4d\u3002<\/strong>&nbsp;GPU \u57f7\u884c\u500b\u9ad4\u5f80\u5f80\u4e0d\u50cf\u4e00\u822c\u904b\u7b97\u8cc7\u6e90\u4e00\u6a23\uff0c\u4f9d\u5718\u968a\u3001\u5c08\u6848\u6216\u6a21\u578b\u9032\u884c\u6a19\u7c64\u5206\u985e\uff0c\u5c0e\u81f4\u8ca1\u52d9\u90e8\u9580\u7121\u6cd5\u5c07\u652f\u51fa\u8ffd\u6eaf\u81f3\u5be6\u969b\u8ca0\u8cac\u6c7a\u7b56\u7684\u4eba\u54e1\u3002<\/li>\n\n\n\n<li><strong>\u9810\u7559\u8cc7\u6e90\u8207\u96a8\u9700\u4ed8\u8cbb\u7684\u9078\u64c7\uff0c\u5f80\u5f80\u53ea\u5728\u63a1\u8cfc\u6642\u6c7a\u5b9a\u4e00\u6b21\u3002<\/strong>&nbsp;\u5718\u968a\u5728\u63a1\u8cfc\u968e\u6bb5\u4fbf\u9078\u5b9a\u8a08\u50f9\u6a21\u5f0f\uff0c\u5373\u4f7f\u5f8c\u7e8c\u4f7f\u7528\u578b\u614b\u6539\u8b8a\uff0c\u4e5f\u4e0d\u6703\u91cd\u65b0\u8a55\u4f30\u539f\u6709\u7684\u8cbb\u7387\u9078\u64c7\u662f\u5426\u4ecd\u7136\u9069\u5408\u3002<\/li>\n\n\n\n<li><strong>\u591a\u96f2\u74b0\u5883\u8b93\u554f\u984c\u66f4\u52a0\u8907\u96dc\u3002<\/strong>&nbsp;AWS\u3001Azure\u3001GCP \u8207 AliCloud \u5c0d GPU \u8cc7\u6e90\u7684\u5b9a\u50f9\u8207\u914d\u7f6e\u65b9\u5f0f\u5404\u4e0d\u76f8\u540c\uff0c\u8981\u6c42\u5718\u968a\u8de8\u4f9b\u61c9\u5546\u624b\u52d5\u6bd4\u8f03\uff0c\u4e0d\u50c5\u8017\u6642\uff0c\u4e5f\u96e3\u4ee5\u6301\u7e8c\u57f7\u884c\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u7d42\uff0c\u4f01\u696d\u5c0d AI \u7684\u6295\u5165\u901f\u5ea6\u8d85\u8d8a\u4e86 AI \u6cbb\u7406\u80fd\u529b\uff0c\u800c GPU \u652f\u51fa\u4e5f\u6210\u70ba\u9810\u7b97\u5be9\u67e5\u6642\uff0c\u6700\u96e3\u4ee5\u5b8c\u6574\u8aaa\u660e\u7684\u4e00\u9805\u8cbb\u7528\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading has-medium-font-size\">RATE \u63a8\u51fa GPU Utilization \u4f7f\u7528\u7387\u5206\u6790\u529f\u80fd<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">GPU Utilization \u5ef6\u4f38\u4e86 RATE \u65e2\u6709\u7684 FinOps \u7ba1\u7406\u5f15\u64ce\u3002\u539f\u6709\u5e73\u53f0\u5df2\u80fd\u5728\u55ae\u4e00\u5100\u8868\u677f\u6574\u5408 AWS\u3001Azure\u3001GCP\u3001AliCloud \u8207 Kubernetes \u7684\u6210\u672c\u8cc7\u8a0a\uff0c\u5982\u4eca\u9032\u4e00\u6b65\u91dd\u5c0d AI \u5de5\u4f5c\u8ca0\u8f09\u51fa\u73fe\u5728\u96f2\u7aef\u5e33\u55ae\u5f8c\uff0c\u4f01\u696d\u6700\u95dc\u5fc3\u7684\u5169\u9805\u9700\u6c42\u63d0\u4f9b\u652f\u63f4\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading has-medium-font-size\">1. GPU \u6210\u672c\u5206\u6524\uff0c\u7d30\u81f3\u5718\u968a\u8207\u5c08\u6848<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">RATE \u73fe\u5728\u80fd\u50cf\u7ba1\u7406\u4e00\u822c\u904b\u7b97\u8cc7\u6e90\u4e00\u6a23\uff0c\u900f\u904e\u6a19\u7c64\u8b58\u5225\u4e26\u6b78\u5c6c GPU \u652f\u51fa\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4f9d\u5718\u968a\u3001\u5c08\u6848\u6216\u6a21\u578b\u78ba\u8a8d\u6210\u672c\u6b78\u5c6c\u3002<\/strong>&nbsp;\u4e0d\u518d\u53ea\u80fd\u770b\u5230\u300cGPU \u652f\u51fa\uff1a34 \u842c\u7f8e\u5143\u300d\u9019\u6a23\u7684\u7e3d\u984d\uff0c\u800c\u662f\u80fd\u9032\u4e00\u6b65\u8fa8\u8b58\uff0c\u7a76\u7adf\u662f\u54ea\u500b\u5718\u968a\u7684\u6a21\u578b\u8a13\u7df4\u4f5c\u696d\uff0c\u6216\u54ea\u500b\u6a21\u578b\u7684\u63a8\u8ad6\u5de5\u4f5c\u8ca0\u8f09\u6b63\u5728\u7522\u751f\u6210\u672c\u3002<\/li>\n\n\n\n<li><strong>\u5c07 GPU \u4f7f\u7528\u7387\u8207\u6210\u672c\u8cc7\u8a0a\u5c0d\u7167\u5448\u73fe\u3002<\/strong>&nbsp;RATE \u80fd\u540c\u6642\u986f\u793a\u4f01\u696d\u5be6\u969b\u652f\u4ed8\u7684\u8cbb\u7528\uff0c\u4ee5\u53ca GPU \u8cc7\u6e90\u7684\u771f\u6b63\u4f7f\u7528\u60c5\u6cc1\uff0c\u8b93\u9592\u7f6e\u6216\u904e\u5ea6\u914d\u7f6e\u7684 GPU \u8cc7\u6e90\u81ea\u52d5\u6d6e\u73fe\uff0c\u4e0d\u518d\u96b1\u85cf\u65bc\u5f59\u7e3d\u5e33\u55ae\u4e4b\u4e2d\u3002<\/li>\n\n\n\n<li><strong>\u63d0\u4f9b\u53ef\u7528\u65bc\u6210\u672c\u5206\u6524\u7684\u5831\u8868\u3002<\/strong>&nbsp;\u8ca1\u52d9\u90e8\u9580\u80fd\u4f9d\u8cc7\u6e90\u8ca0\u8cac\u55ae\u4f4d\u53d6\u5f97\u6e05\u695a\u4e14\u6709\u4f9d\u64da\u7684\u6210\u672c\u6578\u64da\uff0c\u5de5\u7a0b\u5718\u968a\u5247\u7121\u9808\u589e\u52a0\u984d\u5916\u7684\u6a19\u7c64\u7ba1\u7406\u8ca0\u64d4\uff0c\u4e5f\u80fd\u5efa\u7acb\u5c0d\u61c9\u7684\u6210\u672c\u8cac\u4efb\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading has-medium-font-size\">2. \u591a\u96f2 GPU \u5b9a\u50f9\u8207\u8cc7\u6e90\u914d\u7f6e\u6539\u5584<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">RATE \u80fd\u6bd4\u8f03\u5df2\u9023\u63a5\u96f2\u7aef\u4f9b\u61c9\u5546\u7684 GPU \u5b9a\u50f9\u8207\u8cc7\u6e90\u4f9b\u61c9\u60c5\u6cc1\uff0c\u4e26\u5c07\u5206\u6790\u7d50\u679c\u8f49\u5316\u70ba\u53ef\u63a1\u53d6\u884c\u52d5\u7684\u5efa\u8b70\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u8de8\u4f9b\u61c9\u5546\u50f9\u683c\u6bd4\u8f03\u3002<\/strong>&nbsp;\u6bd4\u8f03 AWS\u3001Azure\u3001GCP \u8207 AliCloud \u4e4b\u9593\uff0c\u76f8\u540c\u7b49\u7d1a GPU \u7684\u50f9\u683c\u5dee\u7570\uff0c\u4ee5\u53ca\u54ea\u4e9b\u4f9b\u61c9\u5546\u5be6\u969b\u5177\u5099\u53ef\u7528\u5bb9\u91cf\u3002<\/li>\n\n\n\n<li><strong>\u9810\u7559\u3001\u96a8\u9700\u8207\u7af6\u50f9\u578b\u57f7\u884c\u500b\u9ad4\u7684\u9078\u64c7\u5efa\u8b70\u3002<\/strong>&nbsp;RATE \u6703\u6839\u64da\u5be6\u969b\u4f7f\u7528\u6a21\u5f0f\uff0c\u5efa\u8b70\u9069\u5408\u7684\u8cc7\u6e90\u627f\u8afe\u8207\u8a08\u50f9\u65b9\u5f0f\uff0c\u800c\u4e0d\u662f\u53ea\u4f9d\u8cf4\u63a1\u8cfc\u7576\u4e0b\u7684\u4e00\u6b21\u6027\u5224\u65b7\u3002<\/li>\n\n\n\n<li><strong>\u8cc7\u6e90\u898f\u683c\u8abf\u6574\u5efa\u8b70\uff08Rightsizing\uff09\u3002<\/strong>&nbsp;\u8fa8\u8b58\u898f\u683c\u904e\u9ad8\u3001\u4f46\u5be6\u969b\u4f7f\u7528\u7387\u504f\u4f4e\u7684 GPU \u57f7\u884c\u500b\u9ad4\uff0c\u4e26\u63d0\u51fa\u6539\u7528\u8f03\u5c0f\u898f\u683c\u6216\u5171\u7528\u53e2\u96c6\u7684\u5efa\u8b70\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u8207 RATE \u7684\u5176\u4ed6\u529f\u80fd\u76f8\u540c\uff0cGPU Utilization \u63a1\u7528<strong>\u514d\u5b89\u88dd\u4ee3\u7406\u7a0b\u5f0f\uff08Agentless\uff09<\/strong>&nbsp;\u7684\u65b9\u5f0f\u904b\u4f5c\u3002\u4f01\u696d\u7121\u9808\u5728\u6a21\u578b\u8a13\u7df4\u53e2\u96c6\u5167\u5b89\u88dd\u984d\u5916\u5143\u4ef6\uff0c\u4e0d\u6703\u589e\u52a0\u6548\u80fd\u8ca0\u64d4\uff0c\u4e5f\u4e0d\u5fc5\u984d\u5916\u5354\u8abf\u8cc7\u5b89\u4f8b\u5916\u8a31\u53ef\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading has-medium-font-size\">\u70ba\u4ec0\u9ebc\u73fe\u5728\u5c31\u5fc5\u9808\u91cd\u8996\uff0c\u800c\u4e0d\u662f\u7b49\u5230\u660e\u5e74\uff1f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">GPU \u50f9\u683c\u6301\u7e8c\u4e0a\u6f32\uff0c\u4f01\u696d\u4e00\u65b9\u9762\u88ab\u671f\u5f85\u589e\u52a0 AI 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start=\"1\" class=\"wp-block-list\">\n<li class=\"has-small-font-size\"><a href=\"https:\/\/www.tomshardware.com\/pc-components\/gpus\/nvidia-reportedly-raises-gpu-prices-by-10-15-percent-as-manufacturing-costs-surge-tariffs-and-tsmc-price-hikes-filter-down-to-retailers\">Nvidia reportedly raises GPU prices by 10-15% as manufacturing costs surge<\/a>\uff0cTom\u2019s Hardware\uff0c2026\u3002<\/li>\n\n\n\n<li class=\"has-small-font-size\"><a href=\"https:\/\/www.tomshardware.com\/pc-components\/gpus\/amd-to-raise-graphics-card-prices-by-at-least-10-percent-in-2026-price-surge-attributed-to-ongoing-ai-related-dram-supply-crisis\">AMD to allegedly raise graphics card prices by at least 10% in 2026<\/a>\uff0cTom\u2019s Hardware\u3002<\/li>\n\n\n\n<li class=\"has-small-font-size\"><a href=\"https:\/\/www.channelfutures.com\/cloud\/gartner-6-trends-shaping-cloud-computing-through-2029\">Gartner: 6 trends shaping cloud computing through 2029<\/a>\uff0cChannel Futures\u3002<\/li>\n\n\n\n<li class=\"has-small-font-size\"><a href=\"https:\/\/venturebeat.com\/infrastructure\/5-gpu-utilization-the-401-billion-ai-infrastructure-problem-enterprises-cant-keep-ignoring\">5% GPU utilization: The $401 billion AI infrastructure problem enterprises can\u2019t keep ignoring<\/a>\uff0cVentureBeat\u3002<\/li>\n\n\n\n<li class=\"has-small-font-size\">AI Inference Cost Economics in 2026: GPU FinOps Playbook\uff0cSpheron Blog\u3002<\/li>\n\n\n\n<li class=\"has-small-font-size\">\u6839\u64da RATE \u5ba2\u6236\u5c0e\u5165\u8cc7\u6599\u3002\u53e6\u8acb\u53c3\u95b1\uff1a<a href=\"https:\/\/reform.today\/blog\/finops-no-longer-optional\/\">Why is FinOps No Longer Optional?<\/a>\u3002<\/li>\n<\/ol>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/www.cyberview.com.tw\/wp-content\/uploads\/2026\/11\/Vol.68-3-1024x1024.png\" alt=\"\" class=\"wp-image-124695\" srcset=\"https:\/\/www.cyberview.com.tw\/wp-content\/uploads\/2026\/11\/Vol.68-3-1024x1024.png 1024w, https:\/\/www.cyberview.com.tw\/wp-content\/uploads\/2026\/11\/Vol.68-3-300x300.png 300w, https:\/\/www.cyberview.com.tw\/wp-content\/uploads\/2026\/11\/Vol.68-3-150x150.png 150w, https:\/\/www.cyberview.com.tw\/wp-content\/uploads\/2026\/11\/Vol.68-3-768x768.png 768w, https:\/\/www.cyberview.com.tw\/wp-content\/uploads\/2026\/11\/Vol.68-3-640x640.png 640w, https:\/\/www.cyberview.com.tw\/wp-content\/uploads\/2026\/11\/Vol.68-3-960x960.png 960w, https:\/\/www.cyberview.com.tw\/wp-content\/uploads\/2026\/11\/Vol.68-3-75x75.png 75w, https:\/\/www.cyberview.com.tw\/wp-content\/uploads\/2026\/11\/Vol.68-3.png 1080w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n<\/div>\n","protected":false},"excerpt":{"rendered":"<div class=\"entry-summary\" itemprop=\"text\">\n<p>GPU 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\u96f2\u7aef\u8cc7\u6e90\u6d6a\u8cbb\u4e00\u76f4\u662f\u96f2\u7aef\u8ca1\u52d9\u7ba1\u7406\uff08FinOps\uff09\u5fc5\u9808\u9762\u5c0d\u7684\u554f\u984c\uff0c\u4f46 GPU \u6d6a\u8cbb\u7684\u898f\u6a21\u537b\u662f\u53e6\u4e00\u500b\u91cf\u7d1a\u3002 \u8fd1\u671f\u7522\u696d\u7814\u7a76\u767c\u73fe\uff0c\u4f01\u696d GPU \u7684\u5e73\u5747\u4f7f\u7528\u7387\u50c5\u7d04&nbsp;5%\uff0c\u9019\u4e5f\u662f\u9020\u6210\u5206\u6790\u5e2b\u6240\u7a31\u300c4,010 \u5104\u7f8e\u5143 AI \u57fa\u790e\u8a2d\u65bd\u554f\u984c\u300d\u7684\u56e0\u7d20\u4e4b\u4e00\u3002\u2074 \u5373\u4f7f\u5728\u7ba1\u7406\u8f03\u5b8c\u5584\u7684\u74b0\u5883\u4e2d\uff0cAI \u63a8\u8ad6\u5de5\u4f5c\u8ca0\u8f09\u7684\u5e73\u5747\u4f7f\u7528\u7387\u4e5f\u50c5\u7d04&nbsp;22%\u3002\u4f9d\u7167\u8a72\u7814\u7a76\u7684\u5224\u65b7\u6a19\u6e96\uff0c\u4efb\u4f55\u4f7f\u7528\u7387\u4f4e\u65bc 40% \u7684 GPU 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&#8230;<\/p>\n\n<\/div>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_mi_skip_tracking":false,"footnotes":"","_links_to":"","_links_to_target":""},"categories":[11,1],"tags":[90],"class_list":["post-124687","post","type-post","status-publish","format-standard","hentry","category-11","category-uncategorized","tag-90","entry-lead"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.cyberview.com.tw\/en\/wp-json\/wp\/v2\/posts\/124687","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.cyberview.com.tw\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.cyberview.com.tw\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.cyberview.com.tw\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.cyberview.com.tw\/en\/wp-json\/wp\/v2\/comments?post=124687"}],"version-history":[{"count":7,"href":"https:\/\/www.cyberview.com.tw\/en\/wp-json\/wp\/v2\/posts\/124687\/revisions"}],"predecessor-version":[{"id":124727,"href":"https:\/\/www.cyberview.com.tw\/en\/wp-json\/wp\/v2\/posts\/124687\/revisions\/124727"}],"wp:attachment":[{"href":"https:\/\/www.cyberview.com.tw\/en\/wp-json\/wp\/v2\/media?parent=124687"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.cyberview.com.tw\/en\/wp-json\/wp\/v2\/categories?post=124687"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.cyberview.com.tw\/en\/wp-json\/wp\/v2\/tags?post=124687"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}