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市场调查报告书
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资料中心 GPU 市场：按产品、记忆体容量、部署模型和最终用户 - 2025-2030 年全球预测

Data Center GPU Market by Product (Discrete, Integrated), Memory Capacity (4GB to 8GB, 8GB to 16GB, Above 16GB), Deployment Model, End-User - Global Forecast 2025-2030
出版日期: | 出版商: 360iResearch | 英文 198 Pages | 商品交期: 最快1-2个工作天内

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2023年资料中心GPU市场规模为208亿美元，预计2024年将达251.3亿美元，复合年增长率为21.44%，2030年将达810.7亿美元。

资料中心GPU市场对于快速成长的人工智慧、机器学习和大规模资料处理领域至关重要。 GPU 被定义为专门用于传统图形应用之外的高效能运算的图形处理单元，对于资料中心满足日益增长的运算需求至关重要。资料中心对 GPU 的需求源自于其无与伦比的加速复杂运算、优化资料吞吐量和提高能源效率的能力。 GPU 在云端处理、科学研究、金融建模和即时资料分析等各个领域都有应用。最终用户主要是寻求强大的大资料营运解决方案的科技巨头、政府机构和研究机构。成长的推动因素包括资料产生的爆炸性成长、人工智慧和机器学习的采用增加以及从传统的基于 CPU 的处理转向基于 GPU 的系统的持续转变。机会在于不断扩大的人工智慧领域，在自动驾驶、个人化医疗和智慧城市等领域具有潜力。然而，市场面临初始投资成本高、温度控管问题和功耗挑战等限制。量子运算整合、边缘运算增强和人工智慧优化的 GPU 架构等新兴趋势和创新，为研究和业务成长指明了道路。公司应该专注于开发能够有效平衡功耗和效能并整合更好的冷却解决方案的GPU。此外，与专门从事人工智慧的公司和研究机构合作可以释放新功能并扩大市场范围。然而，监管挑战和快速发展的技术要求公司保持灵活性。资料中心 GPU 市场竞争激烈且发展迅速，迫使企业不断创新并适应新技术开拓，以保持领先地位并推动成长。了解这些动态对于市场参与者在克服独特挑战的同时最大限度地发挥潜力至关重要。

主要市场统计
基准年[2023] 208亿美元
预测年份 [2024] 251.3亿美元
预测年份 [2030] 810.7亿美元
复合年增长率（%） 21.44%

市场动态：快速发展的资料中心 GPU 市场的关键市场洞察

资料中心 GPU 市场正因供需的动态交互作用而转变。了解这些不断变化的市场动态可以帮助企业做出明智的投资决策、策略决策并抓住新的商机。全面了解这些趋势可以帮助企业降低政治、地理、技术、社会和经济领域的风险，同时消费行为及其对製造成本的影响以及对采购趋势的影响。

  • 市场驱动因素
    • 製造业快速实施工业4.0及政府扶持政策
    • 全球企业和个人转向基于云端基础的解决方案
    • 扩大智慧城市计划和物联网应用的引进
  • 市场限制因素
    • 引进高效能 GPU 带来的高成本
  • 市场机会
    • GPU架构的持续创新与进步
    • 边缘运算的持续扩展需要强大的资料中心 GPU
  • 市场挑战
    • GPU发热及能耗问题

波特五力：驾驭资料中心 GPU 市场的策略工具

波特的五力框架是理解市场竞争格局的重要工具。波特的五力框架为评估公司的竞争地位和探索策略机会提供了清晰的方法。该框架可帮助公司评估市场动态并确定新业务的盈利。这些见解使公司能够利用自己的优势，解决弱点并避免潜在的挑战，从而确保更强大的市场地位。

PESTLE分析：了解外部对资料中心GPU市场的影响

外部宏观环境因素在塑造资料中心市场 GPU 效能动态方面发挥着至关重要的作用。对政治、经济、社会、技术、法律和环境因素的分析提供了应对这些影响所需的资讯。透过调查 PESTLE 因素，公司可以更了解潜在的风险和机会。这种分析可以帮助公司预测法规、消费者偏好和经济趋势的变化，并帮助他们做出积极主动的决策。

市场占有率分析 了解资料中心 GPU 市场的竞争状况

资料中心市场 GPU 的详细市场占有率分析提供了对供应商绩效的全面评估。公司可以透过比较收益、客户群和成长率等关键指标来揭示其竞争地位。该分析揭示了市场集中、分散和整合的趋势，为供应商提供了製定策略决策所需的洞察力，使他们能够在日益激烈的竞争中占有一席之地。

FPNV定位矩阵资料中心GPU市场供应商绩效评估

FPNV定位矩阵是评估资料中心GPU市场供应商的重要工具。此矩阵允许业务组织根据供应商的商务策略和产品满意度评估供应商，从而做出符合其目标的明智决策。这四个象限使您能够清晰、准确地划分供应商，并确定最能满足您的策略目标的合作伙伴和解决方案。

策略分析与建议 绘製资料中心 GPU 市场的成功之路

对于旨在加强在全球市场的影响力的公司来说，对资料中心 GPU 市场进行策略分析至关重要。透过审查关键资源、能力和绩效指标，公司可以识别成长机会并努力改进。这种方法使您能够克服竞争环境中的挑战，利用新的商机，并取得长期成功。

本报告对市场进行了全面分析，涵盖关键重点领域：

1. 市场渗透率：对当前市场环境的详细审查、主要企业的广泛资料、对其在市场中的影响力和整体影响力的评估。

2. 市场开拓：辨识新兴市场的成长机会，评估现有领域的扩张潜力，并提供未来成长的策略蓝图。

3. 市场多元化：分析近期产品发布、开拓地区、关键产业进展、塑造市场的策略投资。

4. 竞争评估与情报：彻底分析竞争格局，检验市场占有率、业务策略、产品系列、认证、监管核准、专利趋势、主要企业的技术进步等。

5. 产品开发与创新：重点在于有望推动未来市场成长的最尖端科技、研发活动和产品创新。

我们也回答重要问题，以帮助相关人员做出明智的决策：

1.目前的市场规模和未来的成长预测是多少？

2. 哪些产品、区隔市场和地区提供最佳投资机会？

3.塑造市场的主要技术趋势和监管影响是什么？

4.主要厂商的市场占有率和竞争地位如何？

5. 推动供应商市场进入和退出策略的收益来源和策略机会是什么？

目录

第一章 前言

第二章调查方法

第三章执行摘要

第四章市场概况

第五章市场洞察

  • 市场动态
    • 促进因素
      • 由于政府的支持政策，工业4.0正在製造业中迅速采用。
      • 世界各地的企业和个人正在转向云端基础的解决方案
      • 扩大智慧城市计划和物联网应用的引进
    • 抑制因素
      • 引进高效能 GPU 带来的高成本
    • 机会
      • GPU架构的持续创新与进步
      • 边缘运算的持续扩展需要强大的资料中心 GPU
    • 任务
      • GPU发热及能耗问题
  • 市场区隔分析
    • 产品：扩大单一资料中心 GPU 的使用，以实现高图形效能和复杂资料运算
    • 记忆体容量：为了平衡功耗和经济性，越来越多地采用 8GB 到 16GB 的记忆体容量。
    • 部署模型：云端部署模型因其灵活性和扩充性而越来越受青睐。
    • 应用：增加资料中心GPU在学习上的应用，以快速分析处理复杂的数学计算
    • 最终用户：IT 和通讯产业的持续扩张加速了对强大资料中心 GPU 的需求
  • 波特五力分析
  • PESTEL分析
    • 政治的
    • 经济
    • 社群
    • 技术的
    • 合法地
    • 环境
  • 客户客製化
    • BFSI 部门的应用案例
    • 能源和公共领域的应用用例
    • 教育领域应用案例
    • 政府部门应用程式的用例
    • 医疗保健领域的应用程式使用范例
    • IT 和通讯领域应用程式的用例
    • 製造业的应用用例
    • 媒体娱乐领域的应用案例
    • 零售业应用案例

第 6 章资料中心 GPU 市场：按产品

  • 离散的
  • 融合的

第7章资料中心GPU市场（按记忆体容量）

  • 4GB 至 8GB
  • 8GB 至 16GB
  • 16GB以上
  • 小于 4 GB

第八章资料中心GPU市场导入模型

  • 云
  • 本地

第 9 章资料中心 GPU 市场：依最终使用者划分

  • BFSI
    • BFSI-一代-内容创作
    • BFSI-Generation- 合成资料生成
    • BFSI-Generation-文本生成
    • BFSI - 推理 - 即时影像和视讯分析
    • BFSI-推理-推荐系统
    • BFSI - 推理 -语音辨识与翻译
    • BFSI-学习-资料分析与巨量资料处理
    • BFSI - 学习 - 训练深度学习模型
    • BFSI-学习-强化学习
  • 教育
    • 教育-生成-内容创作
    • 教育-生成-综合资料生成
    • 教育-生成-文本生成
    • 教育-推理-即时影像/影片分析
    • 教育-推理-推荐系统
    • 教育 - 推理 -语音辨识与翻译
    • 教育学习-资料分析与巨量资料处理
    • 教育-学习-训练深度学习模型
    • 教育-学习-强化学习
  • 能源/公共产业
    • 能源和公共事业- 发电 - 内容创建
    • 能源和公共事业- 生成 - 综合资料生成
    • 能源和公共事业- 生成 - 文字生成
    • 能源和公共事业- 推理 - 即时影像和视讯分析
    • 能源和公共-推理-推荐系统
    • 能源和公共- 推理 -语音辨识和翻译
    • 能源和公共- 学习 -资料分析和巨量资料处理
    • 能源和公共事业- 学习 - 训练深度学习模型
    • 能源与公共- 学习 - 强化学习
  • 政府
    • 政府-生成-内容创作
    • 政府-生成-综合资料生成
    • 政府生成-文本生成
    • 政府 - 推理 - 即时影像和视讯分析
    • 政府推理推荐系统
    • 政府 - 推理 -语音辨识与翻译
    • 政府-学习-资料分析与巨量资料处理
    • 政府-学习-训练深度学习模型
    • 政府-学习-强化学习
  • 卫生保健
    • 医疗保健世代-内容创作
    • 医疗保健生成-综合资料生成
    • 医疗保健世代-文本生成
    • 医疗保健-推理-即时影像/影片分析
    • 医疗保健推理推荐系统
    • 医疗保健 - 推理 -语音辨识和翻译
    • 医疗保健 - 学习 -资料分析和巨量资料处理
    • 医疗保健 - 学习 - 训练深度学习模型
    • 医疗保健 - 学习 - 强化学习
  • 资讯科技和通讯
    • IT 与通讯- 世代 - 内容创建
    • IT 与通讯- 生成 - 合成资料生成
    • IT 与通讯- 生成 - 文字生成
    • IT 和通讯- 推理 - 即时影像和视讯分析
    • IT 与通讯- 推理 - 推荐系统
    • IT 与通讯- 推理 -语音辨识与翻译
    • 资讯科技与通讯- 学习 -资料分析及巨量资料处理
    • IT 与通讯- 学习 - 训练深度学习模型
    • IT 与通讯- 学习 - 强化学习
  • 製造业
    • 製造-生成-内容创作
    • 製造 - 生成 - 综合资料生成
    • 製造-生成-文本生成
    • 製造 - 推理 - 即时影像和视讯分析
    • 製造-推理-推荐系统
    • 製造 - 推理 -语音辨识与翻译
    • 製造-学习-资料分析和巨量资料处理
    • 製造-学习-训练深度学习模型
    • 製造-学习-强化学习
  • 媒体和娱乐
    • 媒体与娱乐 - 世代 - 内容创作
    • 媒体与娱乐生成-综合资料生成
    • 媒体与娱乐-生成-文字生成
    • 媒体和娱乐 - 推理 - 即时图像和视讯分析
    • 媒体与娱乐 - 推理 - 推荐系统
    • 媒体与娱乐 - 推理 -语音辨识与翻译
    • 媒体与娱乐 - 学习 -资料分析与巨量资料处理
    • 媒体与娱乐 - 学习 - 训练深度学习模型
    • 媒体与娱乐 - 学习 - 强化学习
  • 零售
    • 零售-生成-内容创作
    • 零售-生成-综合资料生成
    • 零售一代文字生成
    • 零售 - 推理 - 即时影像和视讯分析
    • 零售-推理-推荐系统
    • 零售 - 推理 -语音辨识与翻译
    • 零售-学习-资料分析与巨量资料处理
    • 零售 - 学习 - 训练深度学习模型
    • 零售-学习-强化学习

第10章 美洲资料中心GPU市场

  • 阿根廷
  • 巴西
  • 加拿大
  • 墨西哥
  • 美国

第十一章亚太地区资料中心GPU市场

  • 澳洲
  • 中国
  • 印度
  • 印尼
  • 日本
  • 马来西亚
  • 菲律宾
  • 新加坡
  • 韩国
  • 台湾
  • 泰国
  • 越南

第十二章欧洲、中东和非洲资料中心GPU市场

  • 丹麦
  • 埃及
  • 芬兰
  • 法国
  • 德国
  • 以色列
  • 义大利
  • 荷兰
  • 奈及利亚
  • 挪威
  • 波兰
  • 卡达
  • 俄罗斯
  • 沙乌地阿拉伯
  • 南非
  • 西班牙
  • 瑞典
  • 瑞士
  • 土耳其
  • 阿拉伯聯合大公国
  • 英国

第十三章竞争格局

  • 2023 年市场占有率分析
  • FPNV 定位矩阵，2023
  • 竞争情境分析
    • Advanced Micro Devices 透过收购 ZT Systems 来增强 GPU 伺服器能力
    • Imagination Technologies Limited 获得 Fortress Investment Group 策略投资
    • HPE 推出由 NVIDIA GPU 提供支援的「承包」AI资料中心解决方案
    • 英特尔推出下一代至强晶片，以提高云端和资料中心的人工智慧效能
    • NVIDIA公司收购Run:AI以增强GPU编配能力
    • NVIDIA 公司宣布推出采用 GPU 技术的 Blackwell 平台。
    • Yotta 斥资 5 亿美元收购 NVIDIA 公司用于资料中心的 GPU，扩展 GPU 基础设施
    • Imagination Technologies Limited 宣布推出支援 DirectX 的高效能 GPU IP
    • Google 透过新的 TPU 和 GPU 创新为大规模资料中心 AI 工作负载提供 AI 基础架构支援。
  • 战略分析和建议
    • 英伟达公司
    • 想像科技有限公司
    • 英特尔公司
    • 超微半导体公司

公司名单

  • Advanced Micro Devices, Inc.
  • Analog Devices, Inc.
  • Arm Holdings PLC
  • ASUSTeK Computer Inc.
  • Broadcom Inc.
  • Fujitsu Limited
  • Google LLC by Alphabet Inc.
  • Hewlett Packard Enterprise Company
  • Huawei Investment & Holding Co., Ltd.
  • Imagination Technologies Limited
  • Intel Corporation
  • International Business Machines Corporation
  • Microsoft Corporation
  • NVIDIA Corporation
  • Oracle Corporation
  • VeriSilicon Microelectronics（Shanghai）Co., Ltd.
Product Code: MRR-92249FEC2CC3

The Data Center GPU Market was valued at USD 20.80 billion in 2023, expected to reach USD 25.13 billion in 2024, and is projected to grow at a CAGR of 21.44%, to USD 81.07 billion by 2030.

The Data Center GPU market is integral to the burgeoning fields of artificial intelligence, machine learning, and large-scale data processing. Defined as graphical processing units specialized for high-performance computing beyond traditional graphics applications, these GPUs are vital for data centers to meet the escalating computational demands. The necessity for data center GPUs stems from their unparalleled ability to accelerate complex computations, optimize data throughput, and improve energy efficiency. They find applications across various sectors like cloud computing, scientific research, financial modeling, and real-time data analytics. End-users primarily include tech giants, governmental agencies, and research institutions seeking robust solutions for massive data operations. Growth is influenced by the explosion of data generation, increasing adoption of AI and machine learning, and the ongoing shift from traditional CPU-based processing to GPU-based systems. Opportunities lie in the expanding AI sector, with potential in sectors like autonomous driving, personalized medicine, and smart cities. However, the market faces limitations such as high initial investment, heat management issues, and power consumption challenges. Emerging trends and innovations like quantum computing integration, edge computing enhancements, and AI-optimized GPU architectures present avenues for research and business growth. Companies should focus on developing GPUs that efficiently balance power consumption with performance and integrate better cooling solutions. Collaborations with AI-focused enterprises and research institutes can also unlock new capabilities and expand market reach. However, regulatory challenges and the fast-paced evolution of technology require businesses to remain agile. The Data Center GPU market is competitive and rapidly evolving, pushing firms to continuously innovate and adapt to new technological developments to maintain relevance and drive growth. Understanding these dynamics is crucial for players within the market to harness its full potential while navigating its inherent challenges.

KEY MARKET STATISTICS
Base Year [2023] USD 20.80 billion
Estimated Year [2024] USD 25.13 billion
Forecast Year [2030] USD 81.07 billion
CAGR (%) 21.44%

Market Dynamics: Unveiling Key Market Insights in the Rapidly Evolving Data Center GPU Market

The Data Center GPU Market is undergoing transformative changes driven by a dynamic interplay of supply and demand factors. Understanding these evolving market dynamics prepares business organizations to make informed investment decisions, refine strategic decisions, and seize new opportunities. By gaining a comprehensive view of these trends, business organizations can mitigate various risks across political, geographic, technical, social, and economic domains while also gaining a clearer understanding of consumer behavior and its impact on manufacturing costs and purchasing trends.

  • Market Drivers
    • The rapid adoption of Industry 4.0 across manufacturing industries with supportive government policies
    • Global businesses and individuals shift toward cloud-based solutions
    • Growing implementation of smart city projects and IoT applications
  • Market Restraints
    • High cost associated with the deployment of high-performance GPUs
  • Market Opportunities
    • Continuous innovation and advancements in GPU architectures
    • Ongoing expansion of edge computing demands robust data center GPUs
  • Market Challenges
    • Issues related to heat output and energy consumption of GPUs

Porter's Five Forces: A Strategic Tool for Navigating the Data Center GPU Market

Porter's five forces framework is a critical tool for understanding the competitive landscape of the Data Center GPU Market. It offers business organizations with a clear methodology for evaluating their competitive positioning and exploring strategic opportunities. This framework helps businesses assess the power dynamics within the market and determine the profitability of new ventures. With these insights, business organizations can leverage their strengths, address weaknesses, and avoid potential challenges, ensuring a more resilient market positioning.

PESTLE Analysis: Navigating External Influences in the Data Center GPU Market

External macro-environmental factors play a pivotal role in shaping the performance dynamics of the Data Center GPU Market. Political, Economic, Social, Technological, Legal, and Environmental factors analysis provides the necessary information to navigate these influences. By examining PESTLE factors, businesses can better understand potential risks and opportunities. This analysis enables business organizations to anticipate changes in regulations, consumer preferences, and economic trends, ensuring they are prepared to make proactive, forward-thinking decisions.

Market Share Analysis: Understanding the Competitive Landscape in the Data Center GPU Market

A detailed market share analysis in the Data Center GPU Market provides a comprehensive assessment of vendors' performance. Companies can identify their competitive positioning by comparing key metrics, including revenue, customer base, and growth rates. This analysis highlights market concentration, fragmentation, and trends in consolidation, offering vendors the insights required to make strategic decisions that enhance their position in an increasingly competitive landscape.

FPNV Positioning Matrix: Evaluating Vendors' Performance in the Data Center GPU Market

The Forefront, Pathfinder, Niche, Vital (FPNV) Positioning Matrix is a critical tool for evaluating vendors within the Data Center GPU Market. This matrix enables business organizations to make well-informed decisions that align with their goals by assessing vendors based on their business strategy and product satisfaction. The four quadrants provide a clear and precise segmentation of vendors, helping users identify the right partners and solutions that best fit their strategic objectives.

Strategy Analysis & Recommendation: Charting a Path to Success in the Data Center GPU Market

A strategic analysis of the Data Center GPU Market is essential for businesses looking to strengthen their global market presence. By reviewing key resources, capabilities, and performance indicators, business organizations can identify growth opportunities and work toward improvement. This approach helps businesses navigate challenges in the competitive landscape and ensures they are well-positioned to capitalize on newer opportunities and drive long-term success.

Key Company Profiles

The report delves into recent significant developments in the Data Center GPU Market, highlighting leading vendors and their innovative profiles. These include Advanced Micro Devices, Inc., Analog Devices, Inc., Arm Holdings PLC, ASUSTeK Computer Inc., Broadcom Inc., Fujitsu Limited, Google LLC by Alphabet Inc., Hewlett Packard Enterprise Company, Huawei Investment & Holding Co., Ltd., Imagination Technologies Limited, Intel Corporation, International Business Machines Corporation, Microsoft Corporation, NVIDIA Corporation, Oracle Corporation, and VeriSilicon Microelectronics (Shanghai) Co., Ltd..

Market Segmentation & Coverage

This research report categorizes the Data Center GPU Market to forecast the revenues and analyze trends in each of the following sub-markets:

  • Based on Product, market is studied across Discrete and Integrated.
  • Based on Memory Capacity, market is studied across 4GB to 8GB, 8GB to 16GB, Above 16GB, and Below 4 GB.
  • Based on Deployment Model, market is studied across Cloud and On-premise.
  • Based on End-User, market is studied across BFSI, Education, Energy & Utilities, Government, Healthcare, IT & Telecommunications, Manufacturing, Media & Entertainment, and Retail. The BFSI is further studied across BFSI - Generation - Content Creation, BFSI - Generation - Synthetic Data Generation, BFSI - Generation - Text Generation, BFSI - Inference - Real-time Image & Video Analytics, BFSI - Inference - Recommender Systems, BFSI - Inference - Speech Recognition & Translation, BFSI - Learning - Data Analytics & Big Data Processing, BFSI - Learning - Deep Learning Model Training, and BFSI - Learning - Reinforcement Learning. The Education is further studied across Education - Generation - Content Creation, Education - Generation - Synthetic Data Generation, Education - Generation - Text Generation, Education - Inference - Real-time Image & Video Analytics, Education - Inference - Recommender Systems, Education - Inference - Speech Recognition & Translation, Education - Learning - Data Analytics & Big Data Processing, Education - Learning - Deep Learning Model Training, and Education - Learning - Reinforcement Learning. The Energy & Utilities is further studied across Energy & Utilities - Generation - Content Creation, Energy & Utilities - Generation - Synthetic Data Generation, Energy & Utilities - Generation - Text Generation, Energy & Utilities - Inference - Real-time Image & Video Analytics, Energy & Utilities - Inference - Recommender Systems, Energy & Utilities - Inference - Speech Recognition & Translation, Energy & Utilities - Learning - Data Analytics & Big Data Processing, Energy & Utilities - Learning - Deep Learning Model Training, and Energy & Utilities - Learning - Reinforcement Learning. The Government is further studied across Government - Generation - Content Creation, Government - Generation - Synthetic Data Generation, Government - Generation - Text Generation, Government - Inference - Real-time Image & Video Analytics, Government - Inference - Recommender Systems, Government - Inference - Speech Recognition & Translation, Government - Learning - Data Analytics & Big Data Processing, Government - Learning - Deep Learning Model Training, and Government - Learning - Reinforcement Learning. The Healthcare is further studied across Healthcare - Generation - Content Creation, Healthcare - Generation - Synthetic Data Generation, Healthcare - Generation - Text Generation, Healthcare - Inference - Real-time Image & Video Analytics, Healthcare - Inference - Recommender Systems, Healthcare - Inference - Speech Recognition & Translation, Healthcare - Learning - Data Analytics & Big Data Processing, Healthcare - Learning - Deep Learning Model Training, and Healthcare - Learning - Reinforcement Learning. The IT & Telecommunications is further studied across IT & Telecommunications - Generation - Content Creation, IT & Telecommunications - Generation - Synthetic Data Generation, IT & Telecommunications - Generation - Text Generation, IT & Telecommunications - Inference - Real-time Image & Video Analytics, IT & Telecommunications - Inference - Recommender Systems, IT & Telecommunications - Inference - Speech Recognition & Translation, IT & Telecommunications - Learning - Data Analytics & Big Data Processing, IT & Telecommunications - Learning - Deep Learning Model Training, and IT & Telecommunications - Learning - Reinforcement Learning. The Manufacturing is further studied across Manufacturing - Generation - Content Creation, Manufacturing - Generation - Synthetic Data Generation, Manufacturing - Generation - Text Generation, Manufacturing - Inference - Real-time Image & Video Analytics, Manufacturing - Inference - Recommender Systems, Manufacturing - Inference - Speech Recognition & Translation, Manufacturing - Learning - Data Analytics & Big Data Processing, Manufacturing - Learning - Deep Learning Model Training, and Manufacturing - Learning - Reinforcement Learning. The Media & Entertainment is further studied across Media & Entertainment - Generation - Content Creation, Media & Entertainment - Generation - Synthetic Data Generation, Media & Entertainment - Generation - Text Generation, Media & Entertainment - Inference - Real-time Image & Video Analytics, Media & Entertainment - Inference - Recommender Systems, Media & Entertainment - Inference - Speech Recognition & Translation, Media & Entertainment - Learning - Data Analytics & Big Data Processing, Media & Entertainment - Learning - Deep Learning Model Training, and Media & Entertainment - Learning - Reinforcement Learning. The Retail is further studied across Retail - Generation - Content Creation, Retail - Generation - Synthetic Data Generation, Retail - Generation - Text Generation, Retail - Inference - Real-time Image & Video Analytics, Retail - Inference - Recommender Systems, Retail - Inference - Speech Recognition & Translation, Retail - Learning - Data Analytics & Big Data Processing, Retail - Learning - Deep Learning Model Training, and Retail - Learning - Reinforcement Learning.
  • Based on Region, market is studied across Americas, Asia-Pacific, and Europe, Middle East & Africa. The Americas is further studied across Argentina, Brazil, Canada, Mexico, and United States. The United States is further studied across California, Florida, Illinois, New York, Ohio, Pennsylvania, and Texas. The Asia-Pacific is further studied across Australia, China, India, Indonesia, Japan, Malaysia, Philippines, Singapore, South Korea, Taiwan, Thailand, and Vietnam. The Europe, Middle East & Africa is further studied across Denmark, Egypt, Finland, France, Germany, Israel, Italy, Netherlands, Nigeria, Norway, Poland, Qatar, Russia, Saudi Arabia, South Africa, Spain, Sweden, Switzerland, Turkey, United Arab Emirates, and United Kingdom.

The report offers a comprehensive analysis of the market, covering key focus areas:

1. Market Penetration: A detailed review of the current market environment, including extensive data from top industry players, evaluating their market reach and overall influence.

2. Market Development: Identifies growth opportunities in emerging markets and assesses expansion potential in established sectors, providing a strategic roadmap for future growth.

3. Market Diversification: Analyzes recent product launches, untapped geographic regions, major industry advancements, and strategic investments reshaping the market.

4. Competitive Assessment & Intelligence: Provides a thorough analysis of the competitive landscape, examining market share, business strategies, product portfolios, certifications, regulatory approvals, patent trends, and technological advancements of key players.

5. Product Development & Innovation: Highlights cutting-edge technologies, R&D activities, and product innovations expected to drive future market growth.

The report also answers critical questions to aid stakeholders in making informed decisions:

1. What is the current market size, and what is the forecasted growth?

2. Which products, segments, and regions offer the best investment opportunities?

3. What are the key technology trends and regulatory influences shaping the market?

4. How do leading vendors rank in terms of market share and competitive positioning?

5. What revenue sources and strategic opportunities drive vendors' market entry or exit strategies?

Table of Contents

1. Preface

  • 1.1. Objectives of the Study
  • 1.2. Market Segmentation & Coverage
  • 1.3. Years Considered for the Study
  • 1.4. Currency & Pricing
  • 1.5. Language
  • 1.6. Stakeholders

2. Research Methodology

  • 2.1. Define: Research Objective
  • 2.2. Determine: Research Design
  • 2.3. Prepare: Research Instrument
  • 2.4. Collect: Data Source
  • 2.5. Analyze: Data Interpretation
  • 2.6. Formulate: Data Verification
  • 2.7. Publish: Research Report
  • 2.8. Repeat: Report Update

3. Executive Summary

4. Market Overview

5. Market Insights

  • 5.1. Market Dynamics
    • 5.1.1. Drivers
      • 5.1.1.1. The rapid adoption of Industry 4.0 across manufacturing industries with supportive government policies
      • 5.1.1.2. Global businesses and individuals shift toward cloud-based solutions
      • 5.1.1.3. Growing implementation of smart city projects and IoT applications
    • 5.1.2. Restraints
      • 5.1.2.1. High cost associated with the deployment of high-performance GPUs
    • 5.1.3. Opportunities
      • 5.1.3.1. Continuous innovation and advancements in GPU architectures
      • 5.1.3.2. Ongoing expansion of edge computing demands robust data center GPUs
    • 5.1.4. Challenges
      • 5.1.4.1. Issues related to heat output and energy consumption of GPUs
  • 5.2. Market Segmentation Analysis
    • 5.2.1. Product: Growing utilization of discrete data centers GPU for high graphics performance and complex data computations
    • 5.2.2. Memory Capacity: Growing adoption of 8GB to 16GB memory capacity to provide a balance of power and affordability
    • 5.2.3. Deployment Model: Increasing preference for cloud deployment model due to its flexibility and scalability
    • 5.2.4. Application: Rising application of data center GPUs in learning for rapid analysis and handling complex mathematical computations
    • 5.2.5. End-User: Ongoing expansion of IT & telecommunications sector accelerates demand for robust data center GPU
  • 5.3. Porter's Five Forces Analysis
    • 5.3.1. Threat of New Entrants
    • 5.3.2. Threat of Substitutes
    • 5.3.3. Bargaining Power of Customers
    • 5.3.4. Bargaining Power of Suppliers
    • 5.3.5. Industry Rivalry
  • 5.4. PESTLE Analysis
    • 5.4.1. Political
    • 5.4.2. Economic
    • 5.4.3. Social
    • 5.4.4. Technological
    • 5.4.5. Legal
    • 5.4.6. Environmental
  • 5.5. Client Customization
    • 5.5.1. Use cases for application by BFSI sector
    • 5.5.2. Use cases for application by energy & utilities sector
    • 5.5.3. Use cases for application by education sector
    • 5.5.4. Use cases for application by government sector
    • 5.5.5. Use cases for application by healthcare sector
    • 5.5.6. Use cases for application by IT & telecommunications sector
    • 5.5.7. Use cases for application by manufacturing sector
    • 5.5.8. Use cases for application by media & entertainment sector
    • 5.5.9. Use cases for application by retail sector

6. Data Center GPU Market, by Product

  • 6.1. Introduction
  • 6.2. Discrete
  • 6.3. Integrated

7. Data Center GPU Market, by Memory Capacity

  • 7.1. Introduction
  • 7.2. 4GB to 8GB
  • 7.3. 8GB to 16GB
  • 7.4. Above 16GB
  • 7.5. Below 4 GB

8. Data Center GPU Market, by Deployment Model

  • 8.1. Introduction
  • 8.2. Cloud
  • 8.3. On-premise

9. Data Center GPU Market, by End-User

  • 9.1. Introduction
  • 9.2. BFSI
    • 9.2.1. BFSI - Generation - Content Creation
    • 9.2.2. BFSI - Generation - Synthetic Data Generation
    • 9.2.3. BFSI - Generation - Text Generation
    • 9.2.4. BFSI - Inference - Real-time Image & Video Analytics
    • 9.2.5. BFSI - Inference - Recommender Systems
    • 9.2.6. BFSI - Inference - Speech Recognition & Translation
    • 9.2.7. BFSI - Learning - Data Analytics & Big Data Processing
    • 9.2.8. BFSI - Learning - Deep Learning Model Training
    • 9.2.9. BFSI - Learning - Reinforcement Learning
  • 9.3. Education
    • 9.3.1. Education - Generation - Content Creation
    • 9.3.2. Education - Generation - Synthetic Data Generation
    • 9.3.3. Education - Generation - Text Generation
    • 9.3.4. Education - Inference - Real-time Image & Video Analytics
    • 9.3.5. Education - Inference - Recommender Systems
    • 9.3.6. Education - Inference - Speech Recognition & Translation
    • 9.3.7. Education - Learning - Data Analytics & Big Data Processing
    • 9.3.8. Education - Learning - Deep Learning Model Training
    • 9.3.9. Education - Learning - Reinforcement Learning
  • 9.4. Energy & Utilities
    • 9.4.1. Energy & Utilities - Generation - Content Creation
    • 9.4.2. Energy & Utilities - Generation - Synthetic Data Generation
    • 9.4.3. Energy & Utilities - Generation - Text Generation
    • 9.4.4. Energy & Utilities - Inference - Real-time Image & Video Analytics
    • 9.4.5. Energy & Utilities - Inference - Recommender Systems
    • 9.4.6. Energy & Utilities - Inference - Speech Recognition & Translation
    • 9.4.7. Energy & Utilities - Learning - Data Analytics & Big Data Processing
    • 9.4.8. Energy & Utilities - Learning - Deep Learning Model Training
    • 9.4.9. Energy & Utilities - Learning - Reinforcement Learning
  • 9.5. Government
    • 9.5.1. Government - Generation - Content Creation
    • 9.5.2. Government - Generation - Synthetic Data Generation
    • 9.5.3. Government - Generation - Text Generation
    • 9.5.4. Government - Inference - Real-time Image & Video Analytics
    • 9.5.5. Government - Inference - Recommender Systems
    • 9.5.6. Government - Inference - Speech Recognition & Translation
    • 9.5.7. Government - Learning - Data Analytics & Big Data Processing
    • 9.5.8. Government - Learning - Deep Learning Model Training
    • 9.5.9. Government - Learning - Reinforcement Learning
  • 9.6. Healthcare
    • 9.6.1. Healthcare - Generation - Content Creation
    • 9.6.2. Healthcare - Generation - Synthetic Data Generation
    • 9.6.3. Healthcare - Generation - Text Generation
    • 9.6.4. Healthcare - Inference - Real-time Image & Video Analytics
    • 9.6.5. Healthcare - Inference - Recommender Systems
    • 9.6.6. Healthcare - Inference - Speech Recognition & Translation
    • 9.6.7. Healthcare - Learning - Data Analytics & Big Data Processing
    • 9.6.8. Healthcare - Learning - Deep Learning Model Training
    • 9.6.9. Healthcare - Learning - Reinforcement Learning
  • 9.7. IT & Telecommunications
    • 9.7.1. IT & Telecommunications - Generation - Content Creation
    • 9.7.2. IT & Telecommunications - Generation - Synthetic Data Generation
    • 9.7.3. IT & Telecommunications - Generation - Text Generation
    • 9.7.4. IT & Telecommunications - Inference - Real-time Image & Video Analytics
    • 9.7.5. IT & Telecommunications - Inference - Recommender Systems
    • 9.7.6. IT & Telecommunications - Inference - Speech Recognition & Translation
    • 9.7.7. IT & Telecommunications - Learning - Data Analytics & Big Data Processing
    • 9.7.8. IT & Telecommunications - Learning - Deep Learning Model Training
    • 9.7.9. IT & Telecommunications - Learning - Reinforcement Learning
  • 9.8. Manufacturing
    • 9.8.1. Manufacturing - Generation - Content Creation
    • 9.8.2. Manufacturing - Generation - Synthetic Data Generation
    • 9.8.3. Manufacturing - Generation - Text Generation
    • 9.8.4. Manufacturing - Inference - Real-time Image & Video Analytics
    • 9.8.5. Manufacturing - Inference - Recommender Systems
    • 9.8.6. Manufacturing - Inference - Speech Recognition & Translation
    • 9.8.7. Manufacturing - Learning - Data Analytics & Big Data Processing
    • 9.8.8. Manufacturing - Learning - Deep Learning Model Training
    • 9.8.9. Manufacturing - Learning - Reinforcement Learning
  • 9.9. Media & Entertainment
    • 9.9.1. Media & Entertainment - Generation - Content Creation
    • 9.9.2. Media & Entertainment - Generation - Synthetic Data Generation
    • 9.9.3. Media & Entertainment - Generation - Text Generation
    • 9.9.4. Media & Entertainment - Inference - Real-time Image & Video Analytics
    • 9.9.5. Media & Entertainment - Inference - Recommender Systems
    • 9.9.6. Media & Entertainment - Inference - Speech Recognition & Translation
    • 9.9.7. Media & Entertainment - Learning - Data Analytics & Big Data Processing
    • 9.9.8. Media & Entertainment - Learning - Deep Learning Model Training
    • 9.9.9. Media & Entertainment - Learning - Reinforcement Learning
  • 9.10. Retail
    • 9.10.1. Retail - Generation - Content Creation
    • 9.10.2. Retail - Generation - Synthetic Data Generation
    • 9.10.3. Retail - Generation - Text Generation
    • 9.10.4. Retail - Inference - Real-time Image & Video Analytics
    • 9.10.5. Retail - Inference - Recommender Systems
    • 9.10.6. Retail - Inference - Speech Recognition & Translation
    • 9.10.7. Retail - Learning - Data Analytics & Big Data Processing
    • 9.10.8. Retail - Learning - Deep Learning Model Training
    • 9.10.9. Retail - Learning - Reinforcement Learning

10. Americas Data Center GPU Market

  • 10.1. Introduction
  • 10.2. Argentina
  • 10.3. Brazil
  • 10.4. Canada
  • 10.5. Mexico
  • 10.6. United States

11. Asia-Pacific Data Center GPU Market

  • 11.1. Introduction
  • 11.2. Australia
  • 11.3. China
  • 11.4. India
  • 11.5. Indonesia
  • 11.6. Japan
  • 11.7. Malaysia
  • 11.8. Philippines
  • 11.9. Singapore
  • 11.10. South Korea
  • 11.11. Taiwan
  • 11.12. Thailand
  • 11.13. Vietnam

12. Europe, Middle East & Africa Data Center GPU Market

  • 12.1. Introduction
  • 12.2. Denmark
  • 12.3. Egypt
  • 12.4. Finland
  • 12.5. France
  • 12.6. Germany
  • 12.7. Israel
  • 12.8. Italy
  • 12.9. Netherlands
  • 12.10. Nigeria
  • 12.11. Norway
  • 12.12. Poland
  • 12.13. Qatar
  • 12.14. Russia
  • 12.15. Saudi Arabia
  • 12.16. South Africa
  • 12.17. Spain
  • 12.18. Sweden
  • 12.19. Switzerland
  • 12.20. Turkey
  • 12.21. United Arab Emirates
  • 12.22. United Kingdom

13. Competitive Landscape

  • 13.1. Market Share Analysis, 2023
  • 13.2. FPNV Positioning Matrix, 2023
  • 13.3. Competitive Scenario Analysis
    • 13.3.1. Advanced Micro Devices, Inc. enhances GPU server capabilities with the acquisition of ZT systems
    • 13.3.2. Imagination Technologies Limited secures strategic investment from Fortress Investment Group
    • 13.3.3. HPE launches 'Turnkey' AI data center solution featuring NVIDIA GPUs
    • 13.3.4. Intel Corporation unveils next-gen Xeon chips to elevate AI performance in cloud and data centers
    • 13.3.5. NVIDIA Corporation to Acquire Run:AI to enhance GPU orchestration capabilities
    • 13.3.6. NVIDIA Corporation unveiled a platform Blackwell engineered with GPU technology
    • 13.3.7. Yotta expands GPU infrastructure with USD 500 million purchase of NVIDIA Corporation GPU for data centers
    • 13.3.8. Imagination Technologies Limited unveils high-performance GPU IP with DirectX support
    • 13.3.9. Google enhances AI infrastructure with new TPU and GPU innovations for large-scale data center AI workloads
  • 13.4. Strategy Analysis & Recommendation
    • 13.4.1. NVIDIA Corporation
    • 13.4.2. Imagination Technologies Limited
    • 13.4.3. Intel Corporation
    • 13.4.4. Advanced Micro Devices, Inc.

Companies Mentioned

  • 1. Advanced Micro Devices, Inc.
  • 2. Analog Devices, Inc.
  • 3. Arm Holdings PLC
  • 4. ASUSTeK Computer Inc.
  • 5. Broadcom Inc.
  • 6. Fujitsu Limited
  • 7. Google LLC by Alphabet Inc.
  • 8. Hewlett Packard Enterprise Company
  • 9. Huawei Investment & Holding Co., Ltd.
  • 10. Imagination Technologies Limited
  • 11. Intel Corporation
  • 12. International Business Machines Corporation
  • 13. Microsoft Corporation
  • 14. NVIDIA Corporation
  • 15. Oracle Corporation
  • 16. VeriSilicon Microelectronics (Shanghai) Co., Ltd.

LIST OF FIGURES

  • FIGURE 1. DATA CENTER GPU MARKET RESEARCH PROCESS
  • FIGURE 2. DATA CENTER GPU MARKET SIZE, 2023 VS 2030
  • FIGURE 3. GLOBAL DATA CENTER GPU MARKET SIZE, 2018-2030 (USD MILLION)
  • FIGURE 4. GLOBAL DATA CENTER GPU MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 5. GLOBAL DATA CENTER GPU MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 6. GLOBAL DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2023 VS 2030 (%)
  • FIGURE 7. GLOBAL DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 8. GLOBAL DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2023 VS 2030 (%)
  • FIGURE 9. GLOBAL DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 10. GLOBAL DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2023 VS 2030 (%)
  • FIGURE 11. GLOBAL DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 12. GLOBAL DATA CENTER GPU MARKET SIZE, BY END-USER, 2023 VS 2030 (%)
  • FIGURE 13. GLOBAL DATA CENTER GPU MARKET SIZE, BY END-USER, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 14. AMERICAS DATA CENTER GPU MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 15. AMERICAS DATA CENTER GPU MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 16. UNITED STATES DATA CENTER GPU MARKET SIZE, BY STATE, 2023 VS 2030 (%)
  • FIGURE 17. UNITED STATES DATA CENTER GPU MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 18. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 19. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 20. EUROPE, MIDDLE EAST & AFRICA DATA CENTER GPU MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 21. EUROPE, MIDDLE EAST & AFRICA DATA CENTER GPU MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 22. DATA CENTER GPU MARKET SHARE, BY KEY PLAYER, 2023
  • FIGURE 23. DATA CENTER GPU MARKET, FPNV POSITIONING MATRIX, 2023

LIST OF TABLES

  • TABLE 1. DATA CENTER GPU MARKET SEGMENTATION & COVERAGE
  • TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
  • TABLE 3. GLOBAL DATA CENTER GPU MARKET SIZE, 2018-2030 (USD MILLION)
  • TABLE 4. GLOBAL DATA CENTER GPU MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 5. GLOBAL DATA CENTER GPU MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 6. DATA CENTER GPU MARKET DYNAMICS
  • TABLE 7. GLOBAL DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
  • TABLE 8. GLOBAL DATA CENTER GPU MARKET SIZE, BY DISCRETE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 9. GLOBAL DATA CENTER GPU MARKET SIZE, BY INTEGRATED, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 10. GLOBAL DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2018-2030 (USD MILLION)
  • TABLE 11. GLOBAL DATA CENTER GPU MARKET SIZE, BY 4GB TO 8GB, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 12. GLOBAL DATA CENTER GPU MARKET SIZE, BY 8GB TO 16GB, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 13. GLOBAL DATA CENTER GPU MARKET SIZE, BY ABOVE 16GB, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 14. GLOBAL DATA CENTER GPU MARKET SIZE, BY BELOW 4 GB, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 15. GLOBAL DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2030 (USD MILLION)
  • TABLE 16. GLOBAL DATA CENTER GPU MARKET SIZE, BY CLOUD, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 17. GLOBAL DATA CENTER GPU MARKET SIZE, BY ON-PREMISE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 18. GLOBAL DATA CENTER GPU MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 19. GLOBAL DATA CENTER GPU MARKET SIZE, BY BFSI, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 20. GLOBAL DATA CENTER GPU MARKET SIZE, BY BFSI - GENERATION - CONTENT CREATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 21. GLOBAL DATA CENTER GPU MARKET SIZE, BY BFSI - GENERATION - SYNTHETIC DATA GENERATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 22. GLOBAL DATA CENTER GPU MARKET SIZE, BY BFSI - GENERATION - TEXT GENERATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 23. GLOBAL DATA CENTER GPU MARKET SIZE, BY BFSI - INFERENCE - REAL-TIME IMAGE & VIDEO ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 24. GLOBAL DATA CENTER GPU MARKET SIZE, BY BFSI - INFERENCE - RECOMMENDER SYSTEMS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 25. GLOBAL DATA CENTER GPU MARKET SIZE, BY BFSI - INFERENCE - SPEECH RECOGNITION & TRANSLATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 26. GLOBAL DATA CENTER GPU MARKET SIZE, BY BFSI - LEARNING - DATA ANALYTICS & BIG DATA PROCESSING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 27. GLOBAL DATA CENTER GPU MARKET SIZE, BY BFSI - LEARNING - DEEP LEARNING MODEL TRAINING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 28. GLOBAL DATA CENTER GPU MARKET SIZE, BY BFSI - LEARNING - REINFORCEMENT LEARNING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 29. GLOBAL DATA CENTER GPU MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)
  • TABLE 30. GLOBAL DATA CENTER GPU MARKET SIZE, BY EDUCATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 31. GLOBAL DATA CENTER GPU MARKET SIZE, BY EDUCATION - GENERATION - CONTENT CREATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 32. GLOBAL DATA CENTER GPU MARKET SIZE, BY EDUCATION - GENERATION - SYNTHETIC DATA GENERATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 33. GLOBAL DATA CENTER GPU MARKET SIZE, BY EDUCATION - GENERATION - TEXT GENERATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 34. GLOBAL DATA CENTER GPU MARKET SIZE, BY EDUCATION - INFERENCE - REAL-TIME IMAGE & VIDEO ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 35. GLOBAL DATA CENTER GPU MARKET SIZE, BY EDUCATION - INFERENCE - RECOMMENDER SYSTEMS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 36. GLOBAL DATA CENTER GPU MARKET SIZE, BY EDUCATION - INFERENCE - SPEECH RECOGNITION & TRANSLATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 37. GLOBAL DATA CENTER GPU MARKET SIZE, BY EDUCATION - LEARNING - DATA ANALYTICS & BIG DATA PROCESSING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 38. GLOBAL DATA CENTER GPU MARKET SIZE, BY EDUCATION - LEARNING - DEEP LEARNING MODEL TRAINING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 39. GLOBAL DATA CENTER GPU MARKET SIZE, BY EDUCATION - LEARNING - REINFORCEMENT LEARNING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 40. GLOBAL DATA CENTER GPU MARKET SIZE, BY EDUCATION, 2018-2030 (USD MILLION)
  • TABLE 41. GLOBAL DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 42. GLOBAL DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES - GENERATION - CONTENT CREATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 43. GLOBAL DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES - GENERATION - SYNTHETIC DATA GENERATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 44. GLOBAL DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES - GENERATION - TEXT GENERATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 45. GLOBAL DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES - INFERENCE - REAL-TIME IMAGE & VIDEO ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 46. GLOBAL DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES - INFERENCE - RECOMMENDER SYSTEMS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 47. GLOBAL DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES - INFERENCE - SPEECH RECOGNITION & TRANSLATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 48. GLOBAL DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES - LEARNING - DATA ANALYTICS & BIG DATA PROCESSING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 49. GLOBAL DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES - LEARNING - DEEP LEARNING MODEL TRAINING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 50. GLOBAL DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES - LEARNING - REINFORCEMENT LEARNING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 51. GLOBAL DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES, 2018-2030 (USD MILLION)
  • TABLE 52. GLOBAL DATA CENTER GPU MARKET SIZE, BY GOVERNMENT, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 53. GLOBAL DATA CENTER GPU MARKET SIZE, BY GOVERNMENT - GENERATION - CONTENT CREATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 54. GLOBAL DATA CENTER GPU MARKET SIZE, BY GOVERNMENT - GENERATION - SYNTHETIC DATA GENERATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 55. GLOBAL DATA CENTER GPU MARKET SIZE, BY GOVERNMENT - GENERATION - TEXT GENERATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 56. GLOBAL DATA CENTER GPU MARKET SIZE, BY GOVERNMENT - INFERENCE - REAL-TIME IMAGE & VIDEO ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 57. GLOBAL DATA CENTER GPU MARKET SIZE, BY GOVERNMENT - INFERENCE - RECOMMENDER SYSTEMS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 58. GLOBAL DATA CENTER GPU MARKET SIZE, BY GOVERNMENT - INFERENCE - SPEECH RECOGNITION & TRANSLATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 59. GLOBAL DATA CENTER GPU MARKET SIZE, BY GOVERNMENT - LEARNING - DATA ANALYTICS & BIG DATA PROCESSING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 60. GLOBAL DATA CENTER GPU MARKET SIZE, BY GOVERNMENT - LEARNING - DEEP LEARNING MODEL TRAINING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 61. GLOBAL DATA CENTER GPU MARKET SIZE, BY GOVERNMENT - LEARNING - REINFORCEMENT LEARNING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 62. GLOBAL DATA CENTER GPU MARKET SIZE, BY GOVERNMENT, 2018-2030 (USD MILLION)
  • TABLE 63. GLOBAL DATA CENTER GPU MARKET SIZE, BY HEALTHCARE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 64. GLOBAL DATA CENTER GPU MARKET SIZE, BY HEALTHCARE - GENERATION - CONTENT CREATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 65. GLOBAL DATA CENTER GPU MARKET SIZE, BY HEALTHCARE - GENERATION - SYNTHETIC DATA GENERATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 66. GLOBAL DATA CENTER GPU MARKET SIZE, BY HEALTHCARE - GENERATION - TEXT GENERATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 67. GLOBAL DATA CENTER GPU MARKET SIZE, BY HEALTHCARE - INFERENCE - REAL-TIME IMAGE & VIDEO ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 68. GLOBAL DATA CENTER GPU MARKET SIZE, BY HEALTHCARE - INFERENCE - RECOMMENDER SYSTEMS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 69. GLOBAL DATA CENTER GPU MARKET SIZE, BY HEALTHCARE - INFERENCE - SPEECH RECOGNITION & TRANSLATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 70. GLOBAL DATA CENTER GPU MARKET SIZE, BY HEALTHCARE - LEARNING - DATA ANALYTICS & BIG DATA PROCESSING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 71. GLOBAL DATA CENTER GPU MARKET SIZE, BY HEALTHCARE - LEARNING - DEEP LEARNING MODEL TRAINING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 72. GLOBAL DATA CENTER GPU MARKET SIZE, BY HEALTHCARE - LEARNING - REINFORCEMENT LEARNING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 73. GLOBAL DATA CENTER GPU MARKET SIZE, BY HEALTHCARE, 2018-2030 (USD MILLION)
  • TABLE 74. GLOBAL DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 75. GLOBAL DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS - GENERATION - CONTENT CREATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 76. GLOBAL DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS - GENERATION - SYNTHETIC DATA GENERATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 77. GLOBAL DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS - GENERATION - TEXT GENERATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 78. GLOBAL DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS - INFERENCE - REAL-TIME IMAGE & VIDEO ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 79. GLOBAL DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS - INFERENCE - RECOMMENDER SYSTEMS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 80. GLOBAL DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS - INFERENCE - SPEECH RECOGNITION & TRANSLATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 81. GLOBAL DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS - LEARNING - DATA ANALYTICS & BIG DATA PROCESSING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 82. GLOBAL DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS - LEARNING - DEEP LEARNING MODEL TRAINING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 83. GLOBAL DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS - LEARNING - REINFORCEMENT LEARNING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 84. GLOBAL DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS, 2018-2030 (USD MILLION)
  • TABLE 85. GLOBAL DATA CENTER GPU MARKET SIZE, BY MANUFACTURING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 86. GLOBAL DATA CENTER GPU MARKET SIZE, BY MANUFACTURING - GENERATION - CONTENT CREATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 87. GLOBAL DATA CENTER GPU MARKET SIZE, BY MANUFACTURING - GENERATION - SYNTHETIC DATA GENERATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 88. GLOBAL DATA CENTER GPU MARKET SIZE, BY MANUFACTURING - GENERATION - TEXT GENERATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 89. GLOBAL DATA CENTER GPU MARKET SIZE, BY MANUFACTURING - INFERENCE - REAL-TIME IMAGE & VIDEO ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 90. GLOBAL DATA CENTER GPU MARKET SIZE, BY MANUFACTURING - INFERENCE - RECOMMENDER SYSTEMS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 91. GLOBAL DATA CENTER GPU MARKET SIZE, BY MANUFACTURING - INFERENCE - SPEECH RECOGNITION & TRANSLATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 92. GLOBAL DATA CENTER GPU MARKET SIZE, BY MANUFACTURING - LEARNING - DATA ANALYTICS & BIG DATA PROCESSING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 93. GLOBAL DATA CENTER GPU MARKET SIZE, BY MANUFACTURING - LEARNING - DEEP LEARNING MODEL TRAINING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 94. GLOBAL DATA CENTER GPU MARKET SIZE, BY MANUFACTURING - LEARNING - REINFORCEMENT LEARNING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 95. GLOBAL DATA CENTER GPU MARKET SIZE, BY MANUFACTURING, 2018-2030 (USD MILLION)
  • TABLE 96. GLOBAL DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 97. GLOBAL DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT - GENERATION - CONTENT CREATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 98. GLOBAL DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT - GENERATION - SYNTHETIC DATA GENERATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 99. GLOBAL DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT - GENERATION - TEXT GENERATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 100. GLOBAL DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT - INFERENCE - REAL-TIME IMAGE & VIDEO ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 101. GLOBAL DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT - INFERENCE - RECOMMENDER SYSTEMS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 102. GLOBAL DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT - INFERENCE - SPEECH RECOGNITION & TRANSLATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 103. GLOBAL DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT - LEARNING - DATA ANALYTICS & BIG DATA PROCESSING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 104. GLOBAL DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT - LEARNING - DEEP LEARNING MODEL TRAINING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 105. GLOBAL DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT - LEARNING - REINFORCEMENT LEARNING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 106. GLOBAL DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT, 2018-2030 (USD MILLION)
  • TABLE 107. GLOBAL DATA CENTER GPU MARKET SIZE, BY RETAIL, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 108. GLOBAL DATA CENTER GPU MARKET SIZE, BY RETAIL - GENERATION - CONTENT CREATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 109. GLOBAL DATA CENTER GPU MARKET SIZE, BY RETAIL - GENERATION - SYNTHETIC DATA GENERATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 110. GLOBAL DATA CENTER GPU MARKET SIZE, BY RETAIL - GENERATION - TEXT GENERATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 111. GLOBAL DATA CENTER GPU MARKET SIZE, BY RETAIL - INFERENCE - REAL-TIME IMAGE & VIDEO ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 112. GLOBAL DATA CENTER GPU MARKET SIZE, BY RETAIL - INFERENCE - RECOMMENDER SYSTEMS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 113. GLOBAL DATA CENTER GPU MARKET SIZE, BY RETAIL - INFERENCE - SPEECH RECOGNITION & TRANSLATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 114. GLOBAL DATA CENTER GPU MARKET SIZE, BY RETAIL - LEARNING - DATA ANALYTICS & BIG DATA PROCESSING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 115. GLOBAL DATA CENTER GPU MARKET SIZE, BY RETAIL - LEARNING - DEEP LEARNING MODEL TRAINING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 116. GLOBAL DATA CENTER GPU MARKET SIZE, BY RETAIL - LEARNING - REINFORCEMENT LEARNING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 117. GLOBAL DATA CENTER GPU MARKET SIZE, BY RETAIL, 2018-2030 (USD MILLION)
  • TABLE 118. AMERICAS DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
  • TABLE 119. AMERICAS DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2018-2030 (USD MILLION)
  • TABLE 120. AMERICAS DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2030 (USD MILLION)
  • TABLE 121. AMERICAS DATA CENTER GPU MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 122. AMERICAS DATA CENTER GPU MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)
  • TABLE 123. AMERICAS DATA CENTER GPU MARKET SIZE, BY EDUCATION, 2018-2030 (USD MILLION)
  • TABLE 124. AMERICAS DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES, 2018-2030 (USD MILLION)
  • TABLE 125. AMERICAS DATA CENTER GPU MARKET SIZE, BY GOVERNMENT, 2018-2030 (USD MILLION)
  • TABLE 126. AMERICAS DATA CENTER GPU MARKET SIZE, BY HEALTHCARE, 2018-2030 (USD MILLION)
  • TABLE 127. AMERICAS DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS, 2018-2030 (USD MILLION)
  • TABLE 128. AMERICAS DATA CENTER GPU MARKET SIZE, BY MANUFACTURING, 2018-2030 (USD MILLION)
  • TABLE 129. AMERICAS DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT, 2018-2030 (USD MILLION)
  • TABLE 130. AMERICAS DATA CENTER GPU MARKET SIZE, BY RETAIL, 2018-2030 (USD MILLION)
  • TABLE 131. AMERICAS DATA CENTER GPU MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 132. ARGENTINA DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
  • TABLE 133. ARGENTINA DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2018-2030 (USD MILLION)
  • TABLE 134. ARGENTINA DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2030 (USD MILLION)
  • TABLE 135. ARGENTINA DATA CENTER GPU MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 136. ARGENTINA DATA CENTER GPU MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)
  • TABLE 137. ARGENTINA DATA CENTER GPU MARKET SIZE, BY EDUCATION, 2018-2030 (USD MILLION)
  • TABLE 138. ARGENTINA DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES, 2018-2030 (USD MILLION)
  • TABLE 139. ARGENTINA DATA CENTER GPU MARKET SIZE, BY GOVERNMENT, 2018-2030 (USD MILLION)
  • TABLE 140. ARGENTINA DATA CENTER GPU MARKET SIZE, BY HEALTHCARE, 2018-2030 (USD MILLION)
  • TABLE 141. ARGENTINA DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS, 2018-2030 (USD MILLION)
  • TABLE 142. ARGENTINA DATA CENTER GPU MARKET SIZE, BY MANUFACTURING, 2018-2030 (USD MILLION)
  • TABLE 143. ARGENTINA DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT, 2018-2030 (USD MILLION)
  • TABLE 144. ARGENTINA DATA CENTER GPU MARKET SIZE, BY RETAIL, 2018-2030 (USD MILLION)
  • TABLE 145. BRAZIL DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
  • TABLE 146. BRAZIL DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2018-2030 (USD MILLION)
  • TABLE 147. BRAZIL DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2030 (USD MILLION)
  • TABLE 148. BRAZIL DATA CENTER GPU MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 149. BRAZIL DATA CENTER GPU MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)
  • TABLE 150. BRAZIL DATA CENTER GPU MARKET SIZE, BY EDUCATION, 2018-2030 (USD MILLION)
  • TABLE 151. BRAZIL DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES, 2018-2030 (USD MILLION)
  • TABLE 152. BRAZIL DATA CENTER GPU MARKET SIZE, BY GOVERNMENT, 2018-2030 (USD MILLION)
  • TABLE 153. BRAZIL DATA CENTER GPU MARKET SIZE, BY HEALTHCARE, 2018-2030 (USD MILLION)
  • TABLE 154. BRAZIL DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS, 2018-2030 (USD MILLION)
  • TABLE 155. BRAZIL DATA CENTER GPU MARKET SIZE, BY MANUFACTURING, 2018-2030 (USD MILLION)
  • TABLE 156. BRAZIL DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT, 2018-2030 (USD MILLION)
  • TABLE 157. BRAZIL DATA CENTER GPU MARKET SIZE, BY RETAIL, 2018-2030 (USD MILLION)
  • TABLE 158. CANADA DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
  • TABLE 159. CANADA DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2018-2030 (USD MILLION)
  • TABLE 160. CANADA DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2030 (USD MILLION)
  • TABLE 161. CANADA DATA CENTER GPU MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 162. CANADA DATA CENTER GPU MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)
  • TABLE 163. CANADA DATA CENTER GPU MARKET SIZE, BY EDUCATION, 2018-2030 (USD MILLION)
  • TABLE 164. CANADA DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES, 2018-2030 (USD MILLION)
  • TABLE 165. CANADA DATA CENTER GPU MARKET SIZE, BY GOVERNMENT, 2018-2030 (USD MILLION)
  • TABLE 166. CANADA DATA CENTER GPU MARKET SIZE, BY HEALTHCARE, 2018-2030 (USD MILLION)
  • TABLE 167. CANADA DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS, 2018-2030 (USD MILLION)
  • TABLE 168. CANADA DATA CENTER GPU MARKET SIZE, BY MANUFACTURING, 2018-2030 (USD MILLION)
  • TABLE 169. CANADA DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT, 2018-2030 (USD MILLION)
  • TABLE 170. CANADA DATA CENTER GPU MARKET SIZE, BY RETAIL, 2018-2030 (USD MILLION)
  • TABLE 171. MEXICO DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
  • TABLE 172. MEXICO DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2018-2030 (USD MILLION)
  • TABLE 173. MEXICO DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2030 (USD MILLION)
  • TABLE 174. MEXICO DATA CENTER GPU MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 175. MEXICO DATA CENTER GPU MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)
  • TABLE 176. MEXICO DATA CENTER GPU MARKET SIZE, BY EDUCATION, 2018-2030 (USD MILLION)
  • TABLE 177. MEXICO DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES, 2018-2030 (USD MILLION)
  • TABLE 178. MEXICO DATA CENTER GPU MARKET SIZE, BY GOVERNMENT, 2018-2030 (USD MILLION)
  • TABLE 179. MEXICO DATA CENTER GPU MARKET SIZE, BY HEALTHCARE, 2018-2030 (USD MILLION)
  • TABLE 180. MEXICO DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS, 2018-2030 (USD MILLION)
  • TABLE 181. MEXICO DATA CENTER GPU MARKET SIZE, BY MANUFACTURING, 2018-2030 (USD MILLION)
  • TABLE 182. MEXICO DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT, 2018-2030 (USD MILLION)
  • TABLE 183. MEXICO DATA CENTER GPU MARKET SIZE, BY RETAIL, 2018-2030 (USD MILLION)
  • TABLE 184. UNITED STATES DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
  • TABLE 185. UNITED STATES DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2018-2030 (USD MILLION)
  • TABLE 186. UNITED STATES DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2030 (USD MILLION)
  • TABLE 187. UNITED STATES DATA CENTER GPU MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 188. UNITED STATES DATA CENTER GPU MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)
  • TABLE 189. UNITED STATES DATA CENTER GPU MARKET SIZE, BY EDUCATION, 2018-2030 (USD MILLION)
  • TABLE 190. UNITED STATES DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES, 2018-2030 (USD MILLION)
  • TABLE 191. UNITED STATES DATA CENTER GPU MARKET SIZE, BY GOVERNMENT, 2018-2030 (USD MILLION)
  • TABLE 192. UNITED STATES DATA CENTER GPU MARKET SIZE, BY HEALTHCARE, 2018-2030 (USD MILLION)
  • TABLE 193. UNITED STATES DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS, 2018-2030 (USD MILLION)
  • TABLE 194. UNITED STATES DATA CENTER GPU MARKET SIZE, BY MANUFACTURING, 2018-2030 (USD MILLION)
  • TABLE 195. UNITED STATES DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT, 2018-2030 (USD MILLION)
  • TABLE 196. UNITED STATES DATA CENTER GPU MARKET SIZE, BY RETAIL, 2018-2030 (USD MILLION)
  • TABLE 197. UNITED STATES DATA CENTER GPU MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
  • TABLE 198. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
  • TABLE 199. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2018-2030 (USD MILLION)
  • TABLE 200. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2030 (USD MILLION)
  • TABLE 201. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 202. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)
  • TABLE 203. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY EDUCATION, 2018-2030 (USD MILLION)
  • TABLE 204. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES, 2018-2030 (USD MILLION)
  • TABLE 205. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY GOVERNMENT, 2018-2030 (USD MILLION)
  • TABLE 206. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY HEALTHCARE, 2018-2030 (USD MILLION)
  • TABLE 207. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS, 2018-2030 (USD MILLION)
  • TABLE 208. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY MANUFACTURING, 2018-2030 (USD MILLION)
  • TABLE 209. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT, 2018-2030 (USD MILLION)
  • TABLE 210. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY RETAIL, 2018-2030 (USD MILLION)
  • TABLE 211. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 212. AUSTRALIA DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
  • TABLE 213. AUSTRALIA DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2018-2030 (USD MILLION)
  • TABLE 214. AUSTRALIA DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2030 (USD MILLION)
  • TABLE 215. AUSTRALIA DATA CENTER GPU MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 216. AUSTRALIA DATA CENTER GPU MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)
  • TABLE 217. AUSTRALIA DATA CENTER GPU MARKET SIZE, BY EDUCATION, 2018-2030 (USD MILLION)
  • TABLE 218. AUSTRALIA DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES, 2018-2030 (USD MILLION)
  • TABLE 219. AUSTRALIA DATA CENTER GPU MARKET SIZE, BY GOVERNMENT, 2018-2030 (USD MILLION)
  • TABLE 220. AUSTRALIA DATA CENTER GPU MARKET SIZE, BY HEALTHCARE, 2018-2030 (USD MILLION)
  • TABLE 221. AUSTRALIA DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS, 2018-2030 (USD MILLION)
  • TABLE 222. AUSTRALIA DATA CENTER GPU MARKET SIZE, BY MANUFACTURING, 2018-2030 (USD MILLION)
  • TABLE 223. AUSTRALIA DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT, 2018-2030 (USD MILLION)
  • TABLE 224. AUSTRALIA DATA CENTER GPU MARKET SIZE, BY RETAIL, 2018-2030 (USD MILLION)
  • TABLE 225. CHINA DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
  • TABLE 226. CHINA DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2018-2030 (USD MILLION)
  • TABLE 227. CHINA DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2030 (USD MILLION)
  • TABLE 228. CHINA DATA CENTER GPU MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 229. CHINA DATA CENTER GPU MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)
  • TABLE 230. CHINA DATA CENTER GPU MARKET SIZE, BY EDUCATION, 2018-2030 (USD MILLION)
  • TABLE 231. CHINA DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES, 2018-2030 (USD MILLION)
  • TABLE 232. CHINA DATA CENTER GPU MARKET SIZE, BY GOVERNMENT, 2018-2030 (USD MILLION)
  • TABLE 233. CHINA DATA CENTER GPU MARKET SIZE, BY HEALTHCARE, 2018-2030 (USD MILLION)
  • TABLE 234. CHINA DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS, 2018-2030 (USD MILLION)
  • TABLE 235. CHINA DATA CENTER GPU MARKET SIZE, BY MANUFACTURING, 2018-2030 (USD MILLION)
  • TABLE 236. CHINA DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT, 2018-2030 (USD MILLION)
  • TABLE 237. CHINA DATA CENTER GPU MARKET SIZE, BY RETAIL, 2018-2030 (USD MILLION)
  • TABLE 238. INDIA DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
  • TABLE 239. INDIA DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2018-2030 (USD MILLION)
  • TABLE 240. INDIA DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2030 (USD MILLION)
  • TABLE 241. INDIA DATA CENTER GPU MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 242. INDIA DATA CENTER GPU MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)
  • TABLE 243. INDIA DATA CENTER GPU MARKET SIZE, BY EDUCATION, 2018-2030 (USD MILLION)
  • TABLE 244. INDIA DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES, 2018-2030 (USD MILLION)
  • TABLE 245. INDIA DATA CENTER GPU MARKET SIZE, BY GOVERNMENT, 2018-2030 (USD MILLION)
  • TABLE 246. INDIA DATA CENTER GPU MARKET SIZE, BY HEALTHCARE, 2018-2030 (USD MILLION)
  • TABLE 247. INDIA DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS, 2018-2030 (USD MILLION)
  • TABLE 248. INDIA DATA CENTER GPU MARKET SIZE, BY MANUFACTURING, 2018-2030 (USD MILLION)
  • TABLE 249. INDIA DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT, 2018-2030 (USD MILLION)
  • TABLE 250. INDIA DATA CENTER GPU MARKET SIZE, BY RETAIL, 2018-2030 (USD MILLION)
  • TABLE 251. INDONESIA DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
  • TABLE 252. INDONESIA DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2018-2030 (USD MILLION)
  • TABLE 253. INDONESIA DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2030 (USD MILLION)
  • TABLE 254. INDONESIA DATA CENTER GPU MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 255. INDONESIA DATA CENTER GPU MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)
  • TABLE 256. INDONESIA DATA CENTER GPU MARKET SIZE, BY EDUCATION, 2018-2030 (USD MILLION)
  • TABLE 257. INDONESIA DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES, 2018-2030 (USD MILLION)
  • TABLE 258. INDONESIA DATA CENTER GPU MARKET SIZE, BY GOVERNMENT, 2018-2030 (USD MILLION)
  • TABLE 259. INDONESIA DATA CENTER GPU MARKET SIZE, BY HEALTHCARE, 2018-2030 (USD MILLION)
  • TABLE 260. INDONESIA DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS, 2018-2030 (USD MILLION)
  • TABLE 261. INDONESIA DATA CENTER GPU MARKET SIZE, BY MANUFACTURING, 2018-2030 (USD MILLION)
  • TABLE 262. INDONESIA DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT, 2018-2030 (USD MILLION)
  • TABLE 263. INDONESIA DATA CENTER GPU MARKET SIZE, BY RETAIL, 2018-2030 (USD MILLION)
  • TABLE 264. JAPAN DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
  • TABLE 265. JAPAN DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2018-2030 (USD MILLION)
  • TABLE 266. JAPAN DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2030 (USD MILLION)
  • TABLE 267. JAPAN DATA CENTER GPU MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 268. JAPAN DATA CENTER GPU MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)
  • TABLE 269. JAPAN DATA CENTER GPU MARKET SIZE, BY EDUCATION, 2018-2030 (USD MILLION)
  • TABLE 270. JAPAN DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES, 2018-2030 (USD MILLION)
  • TABLE 271. JAPAN DATA CENTER GPU MARKET SIZE, BY GOVERNMENT, 2018-2030 (USD MILLION)
  • TABLE 272. JAPAN DATA CENTER GPU MARKET SIZE, BY HEALTHCARE, 2018-2030 (USD MILLION)
  • TABLE 273. JAPAN DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS, 2018-2030 (USD MILLION)
  • TABLE 274. JAPAN DATA CENTER GPU MARKET SIZE, BY MANUFACTURING, 2018-2030 (USD MILLION)
  • TABLE 275. JAPAN DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT, 2018-2030 (USD MILLION)
  • TABLE 276. JAPAN DATA CENTER GPU MARKET SIZE, BY RETAIL, 2018-2030 (USD MILLION)
  • TABLE 277. MALAYSIA DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
  • TABLE 278. MALAYSIA DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2018-2030 (USD MILLION)
  • TABLE 279. MALAYSIA DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2030 (USD MILLION)
  • TABLE 280. MALAYSIA DATA CENTER GPU MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 281. MALAYSIA DATA CENTER GPU MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)
  • TABLE 282. MALAYSIA DATA CENTER GPU MARKET SIZE, BY EDUCATION, 2018-2030 (USD MILLION)
  • TABLE 283. MALAYSIA DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES, 2018-2030 (USD MILLION)
  • TABLE 284. MALAYSIA DATA CENTER GPU MARKET SIZE, BY GOVERNMENT, 2018-2030 (USD MILLION)
  • TABLE 285. MALAYSIA DATA CENTER GPU MARKET SIZE, BY HEALTHCARE, 2018-2030 (USD MILLION)
  • TABLE 286. MALAYSIA DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS, 2018-2030 (USD MILLION)
  • TABLE 287. MALAYSIA DATA CENTER GPU MARKET SIZE, BY MANUFACTURING, 2018-2030 (USD MILLION)
  • TABLE 288. MALAYSIA DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT, 2018-2030 (USD MILLION)
  • TABLE 289. MALAYSIA DATA CENTER GPU MARKET SIZE, BY RETAIL, 2018-2030 (USD MILLION)
  • TABLE 290. PHILIPPINES DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
  • TABLE 291. PHILIPPINES DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2018-2030 (USD MILLION)
  • TABLE 292. PHILIPPINES DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2030 (USD MILLION)
  • TABLE 293. PHILIPPINES DATA CENTER GPU MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 294. PHILIPPINES DATA CENTER GPU MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)
  • TABLE 295. PHILIPPINES DATA CENTER GPU MARKET SIZE, BY EDUCATION, 2018-2030 (USD MILLION)
  • TABLE 296. PHILIPPINES DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES, 2018-2030 (USD MILLION)
  • TABLE 297. PHILIPPINES DATA CENTER GPU MARKET SIZE, BY GOVERNMENT, 2018-2030 (USD MILLION)
  • TABLE 298. PHILIPPINES DATA CENTER GPU MARKET SIZE, BY HEALTHCARE, 2018-2030 (USD MILLION)
  • TABLE 299. PHILIPPINES DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS, 2018-2030 (USD MILLION)
  • TABLE 300. PHILIPPINES DATA CENTER GPU MARKET SIZE, BY MANUFACTURING, 2018-2030 (USD MILLION)
  • TABLE 301. PHILIPPINES DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT, 2018-2030 (USD MILLION)
  • TABLE 302. PHILIPPINES DATA CENTER GPU MARKET SIZE, BY RETAIL, 2018-2030 (USD MILLION)
  • TABLE 303. SINGAPORE DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
  • TABLE 304. SINGAPORE DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2018-2030 (USD MILLION)
  • TABLE 305. SINGAPORE DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2030 (USD MILLION)
  • TABLE 306. SINGAPORE DATA CENTER GPU MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 307. SINGAPORE DATA CENTER GPU MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)
  • TABLE 308. SINGAPORE DATA CENTER GPU MARKET SIZE, BY EDUCATION, 2018-2030 (USD MILLION)
  • TABLE 309. SINGAPORE DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES, 2018-2030 (USD MILLION)
  • TABLE 310. SINGAPORE DATA CENTER GPU MARKET SIZE, BY GOVERNMENT, 2018-2030 (USD MILLION)
  • TABLE 311. SINGAPORE DATA CENTER GPU MARKET SIZE, BY HEALTHCARE, 2018-2030 (USD MILLION)
  • TABLE 312. SINGAPORE DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS, 2018-2030 (USD MILLION)
  • TABLE 313. SINGAPORE DATA CENTER GPU MARKET SIZE, BY MANUFACTURING, 2018-2030 (USD MILLION)
  • TABLE 314. SINGAPORE DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT, 2018-2030 (USD MILLION)
  • TABLE 315. SINGAPORE DATA CENTER GPU MARKET SIZE, BY RETAIL, 2018-2030 (USD MILLION)
  • TABLE 316. SOUTH KOREA DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
  • TABLE 317. SOUTH KOREA DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2018-2030 (USD MILLION)
  • TABLE 318. SOUTH KOREA DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2030 (USD MILLION)
  • TABLE 319. SOUTH KOREA DATA CENTER GPU MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 320. SOUTH KOREA DATA CENTER GPU MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)

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