Future Tech

万卡集群的AI数据中心，到底是如何运作的？ - 硅谷101

Tan KW
Publish date: Mon, 11 Nov 2024, 10:05 AM
Tan KW
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Future Tech
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https://www.youtube.com/watch?v=S9cQj-SYFtI

 
在AI训练集群日益强大的背后，隐藏着一群不为人知的“兵部尚书”，它们就是数据中心的基础设施。随着AI模型对算力需求的激增，“兵部尚书”也面临前所未有的挑战：功率密度飙升、水资源消耗巨大、电能供应捉襟见肘、部署速度要求紧迫，那么问题来了，为什么数据中心会如此耗水？电力系统如何制约了数据中心的升级？为了快速部署，数据中心也走向了“预制化”建设，甚至用木材替代钢筋水泥，真的行得通吗？这期视频我们邀请了维谛技术的多位专家，一起来解析AI爆发给数据中心的基础设施带来的挑战与机遇。
 
时间轴：
00:00 - 04:04 数据中心基础设施的挑战与机遇
04:05 - 07:49 冷却系统的重要性与原理
07:50 - 10:34 数据中心为何如此耗水？
10:35 - 15:13 冷却系统的经济账
15:14 - 16:22 数据中心升级瓶颈在哪？
16:23 - 18:48 供电系统面临的挑战
18:49 - 20:49 设备一体化与效率提升
20:50 - 25:20 数据中心走向了“预制化”的道路
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