企业“算力落地难”怎么破

Core Insights - The strategic value of computing power has transcended mere technology, becoming a key variable in reshaping industry structures, with China's AI-related ICT market investment expected to reach 1.6 trillion yuan by 2025 and 3.5 trillion yuan by 2028 [1] - The rapid evolution of large model technology is driving industries towards digital and intelligent transformation, presenting challenges such as "computing power selection difficulties" and "ambiguous transformation paths" for many enterprises [1][2] - The demand for autonomous innovative computing power is rapidly increasing in the Chinese market, projected to occupy nearly half of the market share by the end of this year [4] Industry Trends - As of June 2023, China's total computing power ranks second globally, with 10.85 million standard racks in use and an intelligent computing power scale of 788 EFLOPS [2] - The traditional IT architecture is struggling to meet the high demands of AI in terms of computing power, data, and real-time processing, leading to the emergence of "data islands" [2] - The shift in computing demand structure from training to inference is driving the rise of autonomous innovative computing power, which is expected to accelerate the industry's move towards intelligence [4] Technological Developments - The new AI transformation era is characterized by the need for computing facilities to possess high-performance multi-core processing capabilities and AI application acceleration technologies [3] - Huawei's computing industry in China is projected to grow by 80% in 2024, with the Kunpeng and Ascend platforms playing crucial roles in various sectors such as government, finance, energy, and transportation [5] Solutions and Frameworks - Huawei has developed an "Industry Intelligent Reference Architecture" to help enterprises find suitable upgrade paths for their digital and intelligent transformation, consisting of five layers: intelligent perception, intelligent connection, intelligent foundation, intelligent platform, and AI models [7][8] - The "Three Layers, Five Stages, Eight Steps" methodology provides a comprehensive roadmap for enterprises, detailing the levels, stages, and specific tasks involved in the transformation process [8] Collaborative Efforts - Huawei aims to leverage partnerships to extend the advantages of Kunpeng and Ascend technologies to a wide range of industries, emphasizing the importance of collaboration in achieving widespread intelligent solutions [9] - The company plans to continue investing in computing technology and strengthen its partner ecosystem to drive innovation and accelerate the digital transformation process across various sectors [9]