华为云黄瑾：传统计算架构已难以支撑AI技术代际跃迁，超节点架构开辟AI产业新路径

Core Viewpoint - Huawei Cloud introduced the CloudMatrix 384 super node technology to address the explosive growth in computing power demand for large model training and inference, marking a significant engineering innovation in the AI industry [1][2]. Group 1: Technology and Innovation - The CloudMatrix 384 super node architecture overcomes traditional computing limitations by addressing three major technical challenges: communication efficiency bottlenecks, memory wall constraints, and reliability shortcomings [2]. - The new architecture utilizes a high-speed interconnect bus to link 384 cards, forming a super cloud server capable of delivering up to 300 Pflops of computing power, which is 67% ahead of similar products in the industry [2]. Group 2: Market Application and Strategy - Huawei Cloud's strategy emphasizes the "Ascend Cloud Service supporting hundreds of models and thousands of scenarios," aiming to enhance AI cloud services for both domestic and global clients [3]. - The Ascend AI cloud service has been adapted for over 160 large models, including DeepSeek, and has served more than 600 innovative enterprises across various sectors such as government, finance, retail, internet, transportation, and manufacturing [3].