Core Insights - The article emphasizes the importance of cultivating "future industries" as a strategic pivot for leading technological innovation and reshaping industrial patterns, particularly in the context of the ongoing technological revolution and industrial transformation [1] Group 1: Future Industries Development - The Yangtze River Delta region has emerged as a leader in technological innovation in China over the past decade, with a collaborative development model among the three provinces and one city laying a unique foundation for future industry cultivation [1] - Shanghai has introduced several measures to accelerate the innovation of frontier technologies and the cultivation of future industries, aiming to establish itself as a globally influential hub for future industries [5][6] Group 2: Key Technological Advancements - The successful delivery of the ring-shaped magnetic coil box for the CRAFT project marks a significant step towards the commercialization of fusion energy, with the component being the largest of its kind globally, measuring 21m x 12m and weighing 400 tons [2] - The launch of the Kexin Computing Power Scheduling Platform in Wuxi, which manages approximately 7000P of operational computing resources, aims to provide standardized and efficient computing power services to enterprises [3][4] Group 3: Strategic Initiatives and Goals - Shanghai's "Several Measures" aim to systematically and proactively cultivate future industries, targeting the establishment of around 20 leading enterprises in future industry ecosystems by 2027 and fostering several strategic emerging industries by 2030 [6] - The focus areas for development include future manufacturing, information, materials, energy, space, and health, with specific support for technologies such as brain-computer interfaces, quantum computing, and 6G [6]

Investment Rating - The report does not explicitly provide an investment rating for the computing power scheduling platform industry. Core Insights - The rapid development of artificial intelligence technology has led to an exponential increase in global demand for computing power, necessitating computing power scheduling for resource integration and optimization across regions and platforms [2]. Summary by Sections Overview of the Computing Power Scheduling Industry - Computing power is defined as the ability of computer devices or data centers to process information, categorized into general computing power, intelligent computing power, and supercomputing power [15][18]. - China's computing power scale has grown rapidly, reaching 280 EFLOPS by 2024, with intelligent computing power accounting for 32% [20][23]. Challenges in Heterogeneous Computing Power Scheduling - Heterogeneous computing power scheduling faces multiple core challenges, including increased scheduling complexity due to resource heterogeneity and software environment fragmentation, high migration costs for cross-architecture tasks, and a lack of unified scheduling standards leading to resource mismatch and low utilization [4][43]. Major Domestic Computing Power Scheduling Platforms - National-level computing power scheduling platforms are primarily government-led or constructed by major operators, emphasizing cross-regional collaboration and market-oriented transactions [5][48]. - Provincial platforms cover key regions like the Yangtze River Delta and Chengdu-Chongqing, while municipal platforms focus on local AI and smart manufacturing scenarios [48]. Mainstream Open Source Computing Power Scheduling Technologies - Domestic computing power scheduling platforms are often built on open-source technologies, with openFuyao emerging as a versatile scheduling platform with advantages in domestic adaptation, while Kubernetes and Slurm have strong foundations in cloud-native and HPC fields [6][51].

Data Center - Nvidia has ordered 300,000 H20 chips from TSMC due to strong demand in China, shifting from a reliance on inventory to actual supply [1] - Major internet companies like ByteDance, Tencent, and Alibaba are accelerating their data center construction demands, leading to potential increases in capital expenditures [1] - ByteDance plans to start its modular data center procurement project by July 30, 2025, which may provide guidance for the related sectors [1] - There is a forecasted increase in demand for H20 chips, with ByteDance potentially purchasing an additional 100,000 units and Tencent needing between 20,000 to 50,000 units [1] AI Infrastructure - ByteDance's procurement plan for modular data centers is a key part of its AI-driven data center strategy, aimed at enhancing computing power for AI model training and applications [2] - The company is expected to spend 160 billion yuan in capital expenditures by 2025, with approximately 90 billion yuan allocated for AI computing power procurement [2] - The procurement plan aligns with the H20 chip release, likely leading to explosive growth in demand across the liquid cooling, power generation, and server industries [2] Computing Power Scheduling - The first intelligent storage scheduling platform in China has been launched, addressing key challenges in data storage [3] - This platform integrates heterogeneous resources and dynamic scheduling, enhancing the foundation for nationwide data center construction and AI technology implementation [3] - The platform aims to optimize resource allocation and improve network stability, facilitating the efficient circulation and value extraction of data elements [3] Huawei Harmony - Huawei's Cangjie programming language will be open-sourced on July 30, featuring a compiler and standard library aimed at native intelligence and high performance [4] - Cangjie is designed to support all-scenario application development within the Harmony ecosystem, playing a crucial role in its infrastructure [4] Macro and Industry News - The Central Organization Department allocated 140 million yuan to support flood relief efforts in Beijing and other areas [5] - Chinese stock ETFs listed overseas have seen significant capital inflows since July [5] - The Beijing Stock Exchange is conducting self-inspections focusing on the technical and business preparations for batch switching of securities codes [5]

Core Viewpoint - The article highlights the vibrant entrepreneurial atmosphere at Hunan University of Commerce, driven by supportive policies and initiatives from the local government to foster innovation among students [1][2]. Group 1: Government Initiatives - The "Changsha Entrepreneurship Service into Campus" event aims to encourage students to seize the opportunity for innovation during their formative years [2]. - Changsha has established a comprehensive support network for entrepreneurs, including numerous entrepreneurial stations, incubation bases, and substantial funding and subsidies [2]. - The Changsha Entrepreneurship Guidance Center provided a detailed policy package addressing the needs of startups, including workspace support and financing guarantees [2]. Group 2: Success Stories - Entrepreneurial representative Guo Taibiao shared his journey of leaving a high-paying job to pursue a master's degree and develop a billion-valued platform, "Xizhi Cloud" [4]. - Guo emphasized the importance of long-term planning and leveraging university resources, stating that the core product can reduce costs by 90% while achieving millisecond-level response times [4][5]. - He credited local policies, such as zero-rent incubation spaces and connections with industry giants, as crucial factors in his startup's rapid growth [5]. Group 3: University Support - Hunan University of Commerce is committed to supporting student entrepreneurship, aiming to create an open and inclusive entrepreneurial ecosystem [7]. - The university's incubation base has recommended 279 graduate projects in the past five years, with 23 companies generating annual revenues exceeding 10 million [7]. - A significant percentage of incubated companies choose to remain in Hunan, with 65% establishing themselves in Changsha, showcasing the effectiveness of local support [7].