GenAI的内存解决方案 第 1 部分：能力的变化 所需能力 GenAI 应用需要高速、高带宽且低延迟的内存，以便实时处理海量数据。在需要实时决策和 预测的推理环节，数据的快速访问就显得尤为关键。 GenAI内存解决方案第 2 部分：HBM的竞争态势 内存设计的挑战与解决方案以及内存技术的最新趋势正在塑造高性能计算的未来及其竞争 格局。 竞争态势 技术革新： 具有传统接口的动态随机存取存储器（DRAM）在带宽和延迟方 面 存在局限，因此像高带宽内存（HBM）这类利用硅通孔（TSV）堆叠 DRAM 的 技术，就成为满足这些性能需求的关键解决方案。与内存设计相关的挑战与应 对办法，以及内存技术的新兴趋势，正塑造着高性能计算的未来与竞争格局。 优化策略： 未来，像3D-IC和（或）CoWoS等封装技术的进步，将在智能手 机、PC 等不同领域得到应用。智能手机受空间和成本限制，人们会尝试多种办 法，在不增加成本与空间占用的前提下，降低延迟、减少能耗。 应变准备 ： 目前仍不清楚到 2030 年哪些类型的GenAI模型和应用会流行，以 及具体数量是多少。因此，支持架构层面的进步并构建生态系统，以便能够应 对任何变化，将 ...

Group 1: Core Insights - GenAI applications require high-speed, high-bandwidth, and low-latency memory for real-time data processing, making fast data access critical for decision-making and predictions [2] - The competition landscape in memory technology is evolving, with challenges in memory design and emerging trends shaping the future of high-performance computing [4][6] - Custom HBM (High Bandwidth Memory) is becoming essential for AI systems, with significant growth expected as companies like NVIDIA, Amazon, and Microsoft drive its development [26][28] Group 2: Competitive Landscape - Samsung is lagging in HBM due to conservative actions in advanced testing and packaging, focusing too much on cost while failing to meet customer demands for heat dissipation and power consumption [7] - SK Hynix is leading the market by addressing NVIDIA's power and thermal constraints through innovative memory unit designs and backend processing [7][8] - Micron is entering the HBM market later than competitors, planning to launch HBM3e by 2025, while adopting proven bonding equipment and internal voltage conversion technologies [7][8] Group 3: China's Influence - China's influence in the storage market is expected to grow, depending on the new demand environment shaped by GenAI, technological changes, and U.S.-China policies [9] - By 2024, China's DRAM manufacturer CXMT is projected to account for 13% of global capacity, 6% of shipments, and 3.7% of revenue, with potential growth to match Micron's capacity by 2025 [12] - The Chinese semiconductor industry is working towards domestic supply chains for HBM and DRAM, but faces challenges due to U.S. regulations on advanced equipment [12][18] Group 4: Smartphone Integration - The integration of GenAI with smartphones is a significant development, requiring transformative memory solutions and altering the competitive landscape [11] - Samsung plans to improve HBM3e by Q1 2025, potentially increasing its HBM shipment from 8-9 billion gigabits to 11-12 billion gigabits [11] - China aims for domestic production of HBM3 by 2025, with a focus on self-sufficiency in GPU manufacturing and related technologies [11] Group 5: Future Trends and Innovations - The future of memory solutions will focus on balancing bandwidth, capacity, power consumption, and cost, with ARM's recent strategic adjustments influencing configurations [22] - Innovations like Processing In Memory (PIM) and Wide I/O are expected to enhance performance in high-end smartphones and other applications, although their adoption timelines vary [15][22] - The custom HBM market is projected to grow significantly, with estimates suggesting it could account for 30-40% of the overall HBM market by 2030 [29]

Group 1 - The importance of cost factors such as power consumption, footprint, and price in addition to advantages like bandwidth and capacity for GenAI solutions [1] - The configuration of memory, being a passive component reliant on the CPU, will change according to the processor [1] - ARM's recent strategic adjustments and potential changes in MoE-based large language models (LLMs) may lead to shifts in future architectures and solutions [1]

对于 GenAI 的解决方案而言，诸如带宽和容量之类的优势固然重要，但功耗、占用面积和价格等成 本因素也需要加以考量。由于存储器是一种依赖于中央处理器（CPU）的被动组件，其配置会根据 处理器而做出改变。在这方面， ARM 近期的战略调整以及基于 MoE 的大语言模型（LLM）可能出 现的变化，都可能会导致未来架构和解决方案发生改变。 Haylee Xu / 市场专员 电话: +86 15959754429 邮箱:haylee.xu@counterpointresearch.com 数据来源：Source: Counterpoint Research 点击阅读原文下载完整版 PDF 报告 Rick Cui / 客户服务总监 电话: +86 13801127537 邮箱:rick@counterpointresearch.com 媒体采访 业务咨询 ...

Accenture plc (ACN) is set to report second-quarter fiscal 2025 results on March 20, before market open.See Zacks Earnings Calendar to stay ahead of market-making news.The Zacks Consensus Estimate for earnings is pegged at $2.84 per share, indicating 2.5% growth from the year-ago quarter’s reported level. The consensus estimate for revenues is $16.6 billion, indicating 4.9% year-over-year growth.Two consensus estimates for earnings per share in the second quarter of fiscal 2025 moved north in the past 60 da ...

Core Viewpoint - Adobe is poised for significant growth in the coming quarters due to the launch of GenAI video and image development tools, which will streamline workflows for marketing departments, allowing them to achieve more with fewer resources. Analysts have upgraded the stock rating to "Buy" with a target price of $496 per share, reflecting a 17x eFY26 EV/aEBITDA multiple [1][12]. Financial Performance - Total revenue projections for Adobe show a steady increase from $21.16 billion in FY 2024 to $27.32 billion in FY 2027, with quarterly revenues expected to rise from $5.18 billion in Q1 2025 to $5.94 billion in Q4 2025 [2][7]. - The Digital Media segment is projected to grow from $15.54 billion in FY 2024 to $20.53 billion in FY 2027, with a significant increase in subscription-based revenue [2][4]. - The adjusted net income is expected to rise from $8.28 billion in FY 2024 to $10.41 billion in FY 2027, indicating strong profitability growth [7]. GenAI Integration and Market Position - Adobe is integrating its Firefly subscription into its web and mobile products, allowing third-party GenAI models to be incorporated into its creative platform, enhancing user capabilities [2][3]. - The Firefly application enables creative teams to generate marketing images and videos using text prompts, with features that allow for customization based on regional audio translations [3][4]. - Adobe's independent GenAI products have seen a year-over-year growth rate of 50%, with an annual recurring revenue (ARR) of $125 million projected to double by the end of FY 2025 [4][5]. Competitive Landscape - Adobe's video generator is positioned as a "safe" option compared to competitors, with management emphasizing security as a key differentiator in a crowded AI video generation market [6][9]. - Despite the late entry into the GenAI market, Adobe's growth potential remains strong, particularly as marketing departments increasingly adopt AI tools [5][9]. Stock Performance and Valuation - Adobe's stock has faced significant selling pressure, with the EV/aEBITDA ratio dropping from a high of 36x to a recent low of 16.33x, yet it remains below its historical average of approximately 17.93x [10][12]. - The company has expanded its stock buyback program by $3.25 billion, indicating confidence in its financial position and future growth prospects [11]. Future Outlook - Analysts predict that Adobe's net income for Q2 2025 will reach $5.8 billion, with an adjusted EPS of $4.95, although there may be some margin compression due to the expansion of the sales team and further development of GenAI features [8][9]. - The potential for growth in the GenAI market is substantial, but Adobe may face challenges in user adoption due to its later entry compared to competitors [9].

Global Smartphone Market Overview - The global smartphone market remained flat in Q4 2024 but achieved a 4% growth for the year, driven by increases in the Latin America and European markets [4] - Apple led the global smartphone market with a 23% market share in Q4 2024, followed by Samsung at 16% [4] - Xiaomi ranked third with a 5% year-on-year increase in shipments, while Vivo saw a 13% increase, making it the fastest-growing brand among the top five [4] - OPPO experienced a 3% decline in shipments year-on-year but performed well in China, Latin America, and Western Europe [4] - In the 5G segment, Apple held a 32% market share, with Samsung at 16%, while Xiaomi was the fastest-growing brand in this category with a 33% year-on-year growth rate [4] India Smartphone Market - The Indian smartphone market achieved a record high revenue in 2024, with a 9% year-on-year growth [7] - Apple ranked first in market revenue for the second consecutive year and entered the top five in shipments for the first time in Q4 2024 [7] - Vivo became the leading brand in terms of shipments for the first time in the fiscal year 2024 [7] - Three-quarters of smartphones shipped in 2024 supported 5G technology, with the iPhone 15 being the top-selling model in Q4 2024 [7] China Smartphone Market - China's smartphone sales declined by 3.2% year-on-year in Q4 2024, marking the only quarter of year-on-year decline for the year [8] - Despite the decline, the overall smartphone sales in China grew by 1.5% year-on-year for the entire year, with Vivo maintaining the top market share at 17.8% [11] US Smartphone Market - The US smartphone sales decreased by 3% year-on-year in Q4 2024, primarily due to weak performance in the sub-$300 market [10][12] - High-end smartphones priced at $600 and above saw a 4% year-on-year increase in sales [12] - The iPhone 15 outperformed the iPhone 16 series in terms of sales growth since its release [12] European Smartphone Market - The European smartphone market experienced growth for four consecutive quarters, the first time since Q1 2017 [15][16] - Apple achieved year-on-year growth despite a slow start for the iPhone 16, while Realme and HONOR showed strong performance in Western Europe [16] Indonesia Smartphone Market - Indonesia's smartphone shipments grew by 7% year-on-year in 2024, driven by positive marketing during shopping seasons and the Eid festival [18] - Xiaomi's shipments increased by 24% due to a broader product range and expansion of offline channels [18] - The shipment of 5G smartphones in Indonesia rose by 36% year-on-year, reflecting the growing presence of mid-range 5G devices [18] Japan Smartphone Market - Japan's smartphone sales grew by 7% year-on-year in 2024, supported by economic recovery [20] - Apple continued to lead the high-end market, although its overall sales declined by 3% due to weak demand for older models [20]

2024 年 Q4 全球智能手机市场总结 数据来源：Counterpoint Research 市场监测服务 全球智能手机市场份额 Q2 2023 - Q4 2024 尽管 2024 年 Q4 全球智能手机市场整体持平，但全年仍实现 4% 的增长，主要得益于加勒 比和拉美以及欧洲市场的增长。 苹果以 23% 的市场份额领先 2024 年 Q4 全球智能手机市场，三星以 16% 的份额位居第 二。 小米排名第三，出货量同比增长 5%，而 vivo 同比增长 13%，成为 2024 年 Q4 前五大品牌 中增长最快的品牌。 OPPO 在 2024 年 Q4 出货量同比下降 3%，但在中国、拉美和西欧市场表现良好。 在 5G 细分市场，苹果以 32% 的市场份额占据全球领先地位，三星以 16% 紧随其后。 在前五大品牌中，小米以 33% 的同比增长率成为 5G 领域增长最快的品牌，主要受中国、 印度和俄罗斯市场的强劲需求推动。 低成本 5G 机型的普及以及 GenAI 在中低价位段的渗透，将成为 2025 年需要关注的关键趋 势。 OPPO 自 Q3 2021 起包含 OnePlus 扫码跳转 阅读全文 Count ...

Adobe Inc. (NASDAQ: ADBE ) has a large opportunity for growth in the coming quarters as the firm rolls out its GenAI video and image development tools, allowing marketing departments to streamline workflows and do more with less. Despite beingMichael Del Monte is a buy-side equity analyst with over 5 years of industry experience. Prior to working in the investment management industry, Michael spent over a decade in professional services working in industries that range from O&G, OFS, Midstream, Industrials, ...

Company Overview - Veeva Systems Inc. announced Veeva CRM Pulse, a data subscription service providing quarterly healthcare professional access and multichannel engagement metrics for the life sciences industry [1] - The service is currently available for Veeva's CRM customers, covering 2024 quarterly data across multiple countries including the US, Canada, and several European and Asian nations [2] - The introduction of CRM Pulse is expected to significantly enhance the Veeva Data Cloud product category, thereby boosting overall business performance [3] Financial Performance - Following the announcement of CRM Pulse, Veeva's shares increased by nearly 7.9% [4] - The company has a market capitalization of $38.34 billion and an earnings yield of 2.9%, which is favorable compared to the industry's negative yield [5] - In the last reported quarter, Veeva delivered an earnings surprise of 10.1% [5] Strategic Significance - Management believes that CRM Pulse will improve global segmentation and targeting, enhancing the value of data for commercial operations [6] - The latest availability of healthcare professional access data is seen as a significant milestone for Veeva Systems, expected to boost its business [8] Industry Prospects - The global healthcare analytics market was valued at $43.1 billion in 2023 and is projected to grow at a CAGR of 21.1% from 2024 to 2030, driven by technological advancements and the need for improved patient care [7]