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算力租赁专题报告:Neocloud引领算力租赁发展,国内市场发展可期
Guoxin Securities· 2025-08-24 12:28
证券研究报告 | 2025年8月24日 国信通信·算力租赁专题报告 Neocloud引领算力租赁发展,国内市场发展可期 行业研究 · 行业专题 通信 投资评级:优于大市(维持评级) 证券分析师:袁文翀 021-60375411 yuanwenchong@guosen.com.cn S0980523110003 证券分析师:张宇凡 021-61761027 zhangyufan1@guosen.com.cn S0980525080005 Public 投资摘要 全球算力景气度延续,随着英伟达GB系列高密度算力机柜加速出货,全球高端算力景气度进一步提升。当前AIGC浪潮下,全球服务器出货量 持续增长,咨询机构IDC预计2028年全球人工智能服务器市场规模有望达到2,227亿美元,其中生成式人工智能服务器占比将从2025年的 29.6%提升至2028年的37.7%。从需求端来看,模型迭代加速背景下训练端需求仍维持高位,推理侧需求随着应用的渗透逐步提升;从供给 端来看,以英伟达B/Rubin、AMD MI系列为代表的高性能算力芯片持续迭代,2025年下半年GB300有望加速交付。根据CSP厂商的Capex 指引,预计 ...
液冷:双相冷板式及浸没式液冷的星辰大海!
2025-08-19 14:44
Summary of Conference Call Records Industry Overview - The conference call discusses the liquid cooling technology industry, particularly focusing on NVIDIA's advancements and the domestic market in China. The liquid cooling market is expected to grow significantly, with projections indicating a potential market size of 50 billion yuan by 2028 [2][27]. Key Points and Arguments NVIDIA's Liquid Cooling Technology - NVIDIA has faced thermal issues with the GB200 model, leading to the adoption of an all-purpose plate liquid cooling solution for the GB300, which has passed testing [1][2]. - Future Rubin series chips may utilize two-phase all-purpose plates or two-phase coupled silent liquid cooling, explicitly excluding water-based liquids [1][3]. - The single cabinet power for future models could reach 300-500 kW, necessitating more efficient cooling solutions due to increased chip thermal density [2][3]. Market Dynamics - The domestic liquid cooling market is projected to double in size to approximately 3 billion yuan in 2023, still significantly smaller than overseas markets [1][13]. - Companies like Alibaba are shifting from self-built data centers to leasing due to slow construction speeds, planning to invest 380 billion yuan over three years [2][20]. - The competition remains stable, with many companies still exploring effective air cooling solutions due to deployment speed being a critical factor [13][14]. Technical Developments - The dual-plate liquid cooling system has undergone iterations to address volatility, low toxicity, and cost control [1][4]. - The transition from copper to aluminum for liquid cooling plates is aimed at reducing costs, although complex processing may offset some savings [1][8]. - The total cost for a single cabinet using a single-plate system is approximately $100,000, with hardware accounting for 30%-40% of that cost [7][8]. Future Trends - The future of liquid cooling systems is expected to include both all-purpose and immersion cooling solutions, with potential cost increases of 1.5-1.8 times for different configurations [10][11]. - The domestic market is still in its early stages, with significant growth potential as companies adapt to new technologies and cooling methods [13][27]. - Efficient management and optimization of cooling media will be crucial for future developments, especially as the market scales [27]. Challenges and Considerations - The use of water-based media in single-plate systems has low initial construction costs but high total ownership costs over the lifecycle [2][27]. - The complexity of manufacturing two-phase cooling plates increases labor and processing costs, impacting overall pricing strategies [9][8]. - The industry faces challenges in maintaining system stability and addressing the toxicity and volatility of cooling media, particularly in single-phase systems [24][23]. Competitive Landscape - Domestic manufacturers like Huawei and Alibaba are exploring various cooling technologies, with Huawei's Ascend 910C chip showing competitive performance [16][22]. - The market is characterized by a mix of established players and emerging companies, with significant investments in research and development for liquid cooling technologies [12][15]. Additional Important Insights - The shift towards aluminum in liquid cooling systems is driven by its compatibility with refrigerants and cost-effectiveness, despite concerns over corrosion [28]. - The choice of refrigerants is critical, with 134A being a common option, but facing regulatory challenges that may necessitate the development of more environmentally friendly alternatives [30]. - The overall trend indicates a move towards more integrated and efficient cooling solutions that can handle the increasing demands of high-performance computing environments [32].
比亚迪电子再涨超9% AI驱动液冷市场增长 公司切入英伟达产业链
Zhi Tong Cai Jing· 2025-08-06 03:09
Core Viewpoint - BYD Electronics (00285) has seen a significant stock increase, with a recent rise of over 9%, attributed to positive performance forecasts from major overseas CSP manufacturers and liquid cooling suppliers, as well as advancements in liquid cooling technology in collaboration with NVIDIA [1] Group 1: Company Performance - BYD Electronics' stock rose by 9.15% to HKD 38.66, with a trading volume of HKD 2.16 billion [1] - The company reported a 7.73% increase in stock price the previous day, indicating strong market interest [1] Group 2: Industry Developments - Major overseas CSP manufacturers and liquid cooling suppliers have released Q2 performance results and annual guidance that exceeded market expectations, leading to an upward revision in capital expenditures [1] - The introduction of NVIDIA's GB200 to GB300 chips is expected to increase the demand for cold plates, enhancing the liquid cooling market [1] - Microsoft and Google have announced new data centers that will support liquid cooling technology, indicating a growing trend in the industry [1] Group 3: Technological Advancements - BYD Electronics has made significant progress in liquid cooling technology through close collaboration with NVIDIA, mastering immersion liquid cooling technology and planning to launch corresponding server products [1] - Lead Wealth, a subsidiary of BYD Electronics, is positioned as a key infrastructure partner for NVIDIA's Blackwell platform, which may lead to expanded supply business for AI server components and parts [1] - Apple is reportedly developing technology standards for brain-machine interfaces to control devices using brain signals, showcasing advancements in interface technology [1]
研报 | 下游客户库存去化顺利,预计2Q25 DRAM价格跌幅将收敛
TrendForce集邦· 2025-03-25 06:03
Core Viewpoint - The article discusses the anticipated trends in the DRAM market for Q1 and Q2 of 2025, highlighting price adjustments and supply chain dynamics influenced by international conditions and demand shifts across various sectors [1][4][5]. Summary by Sections DRAM Price Trends - In Q1 2025, prices for various DRAM types are expected to decline significantly, with Conventional DRAM projected to drop by 8% to 13%. For Q2 2025, the decline is expected to narrow to 0% to 5% for Conventional DRAM, while HBM prices are anticipated to increase by 3% to 8% due to the ramp-up of HBM3e 12hi [2][4]. Supply Chain Dynamics - Major PC OEMs are increasing assembly volumes to reduce DRAM inventory levels. This is expected to lead to higher procurement from DRAM manufacturers in Q2 2025, particularly for those with low inventory levels [4][5]. - Samsung's HBM product certification is lagging, while SK hynix is focusing on Server and Mobile DRAM production, limiting the supply of PC DDR5 [4][5]. Mobile and Graphics DRAM - Mobile DRAM prices are expected to stabilize or increase slightly due to rising demand from high-end smartphones and other sectors. LPDDR5X is projected to see a price increase of 0% to 5%, while LPDDR4X may decline by 0% to 5% [6][7]. - Graphics DRAM demand is shifting towards GDDR7, with GDDR6 prices expected to decline by 3% to 8% due to increased demand from new models [6][7]. Consumer DRAM Outlook - The demand for Consumer DRAM is expected to gradually increase due to new projects like 4G/5G base station expansions. DDR4 prices are projected to rise by 0% to 5% in Q2 2025, while DDR3 prices are expected to remain stable [7].
每周观察 | 英伟达GB300多项设计规格将升级;预计2028年全球人形机器人产值近40亿美元;2024年全球前十大IC设计厂商
TrendForce集邦· 2025-03-21 04:38
英伟达GB300芯片多项设计规格将提升,预估3Q25后整柜系统将逐步扩大出货规模 根据TrendForce集邦咨询最新AI Server供应链调查,预期NVIDIA(英伟达)将提早于2025年第二季推 出GB300芯片,就整柜式Server系统来看,其计算性能、存储器容量、网络连接和电源管理等性能皆较 GB200提升,因此,ODM需要更多时间进行测试与执行客户验证。观察供应链近期动态,GB300相关 供应商将于今年第二季陆续规划设计作业,其中,预估GB300芯片及Compute Tray(运算匣)等将于5月 开始生产,ODM厂进行初期ES(Engineering Sample)阶段样机设计; 预期第三季待机柜系统、电源规 格设计、SOCAMM等陆续定案及量产后,GB300系统可望逐步扩大出货规模 。 点击右边 阅读原文 了解更多详情 英伟达发布开源Isaac GR00T N1,预计2028年全球人形机器人市场产值达40亿美元 根据TrendForce集邦咨询最新研究,英伟达GTC 2025发表Isaac GR00T N1通用人形机器人基础模型, 具备完整的资料集、多模式输入以及开源特性,有望帮助研究人员针对特 ...