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市场调查报告书
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到 2030 年资料中心图形处理单元 (GPU) 市场预测：按部署模型、功能、最终用户和区域进行的全球分析

Data Center Graphical Processing Unit (GPU) Market Forecasts to 2030 - Global Analysis By Deployment Model (Cloud and On-premises), Function (Inference and Training), End User and By Geography
出版日期: | 出版商: Stratistics Market Research Consulting | 英文 200+ Pages | 商品交期: 2-3个工作天内

价格

根据Stratistics MRC的数据，2023年全球资料中心图形处理单元（GPU）市值为149.9亿美元，预计到2030年将达到1,116.4亿美元，预计复合年增长率为33.2 %。

资料中心图形处理单元 (GPU) 是一种专用处理器，旨在加速资料中心环境中的图形渲染和平行处理任务。并行处理能力可以同时执行多个任务，提高运算效率。 GPU 在资料中心中用于加速人工智慧 (AI)、机器学习 (ML)、高效能运算 (HPC)、资料分析和科学模拟等任务。

资料中心 GPU 在企业中的采用率不断提高

越来越多的公司正在利用 GPU 来提高资料分析、人工智慧和机器学习等任务的运算能力。 GPU 凭藉其平行处理能力加速复杂运算，从而实现更快的洞察和决策。随着企业采用资料驱动型运营，对 GPU 驱动的资料中心的需求不断增加。此外，这些GPU不仅提高了传统图形处理的效能，还使企业能够满足高阶运算工作负载日益增长的需求。因此，GPU推动了市场的成长。

初始成本高

与 GPU 技术相关的采购和实施成本，包括 GPU 本身和冷却系统等支援基础设施，为企业带来了巨大的财务障碍。这种初始投资可能会阻止一些公司（尤其是中小型企业）采用 GPU 解决方案，并影响整体采用率。儘管运算效能具有长期优势，但高昂的前期投资可能会阻碍 GPU 在资料中心的广泛集成，并限制市场成长。

高效能运算需求

由于其平行处理能力，GPU 可以透过有效管理 HPC 操作特有的平行工作负载来提高效能。由于各个领域都依赖复杂资料集中的模拟，资料中心对 GPU 加速解决方案的需求不断增加。此外，GPU 对于提高运算能力和加速资料分析、科学研究和工程方面的研究成果至关重要，满足新需求的需求正在不断增长。这有利于市场拓展。

资料安全问题

GPU 在资料中心处理敏感资料方面发挥着至关重要的作用，因此 GPU架构中的任何安全漏洞或漏洞都可能损害资料和机密性。资料外洩可能会削弱组织的信任并阻碍 GPU 使用的采用和扩展。不断演变的网路安全威胁需要采取强有力的措施来保护 GPU 处理的资料，任何明显的安全漏洞都可能影响市场成长。

COVID-19 的影响

数位转型和远端工作的快速普及正在推动对高效能运算和 GPU 加速应用程式的需求。研究、医疗保健和娱乐等行业对资料分析、内容创建和医学模拟等工作的 GPU 的需求不断增加。儘管全球供应​​链受到干扰且某些产业出现波动，但疫情仍促使人们关注稳健的资料中心基础设施的重要性，以及对 GPU 技术进行投资以满足不断变化的处理需求的重要性。

预计云部分在预测期内将是最大的

据估计，云端领域占据最大份额。云端供应商正在利用 GPU 来提高虚拟环境的效能，以支援图形渲染、人工智慧和高效能运算等各种工作负载。该细分市场为企业提供可扩展且按需存取的 GPU 加速资源，使他们能够经济高效地处理运算集中任务。此外，它反映了将复杂运算工作负载卸载到虚拟GPU 资源的日益增长的趋势，为广泛的应用程式和行业提供弹性和扩充性。

预计政府部门在预测期内的复合年增长率最高。

预计政府部门在预测期内将出现良好的成长。政府正在利用 GPU 进行科学研究、国防模拟和资料分析等应用。 GPU 使这些组织能够有效地处理大量资料，支持从国家安全到公共服务的广泛倡议。它还强调了 GPU 在管治、研究和策略决策所需任务的运算能力方面发挥的关键作用。政府资料中心采用 GPU 体现了利用先进技术提高公共部门营运效率和效能的承诺。

比最大的地区

由于电子商务的兴起、技术基础设施的进步以及资料主导倡议的扩展，亚太地区在预测期内占据了最大的市场占有率。中国、日本和印度等国家处于领先地位，大力投资 GPU 技术，用于科学研究、游戏和云端服务。此外，云端处理服务的兴起在亚太地区意义重大，主要云端供应商不断扩展其资料中心能力。该地区专注于工业创新和自动化，进一步推动资料中心对 GPU 的需求。

复合年增长率最高的地区：

预计北美在预测期内将实现盈利成长。该地区是人工智慧、机器学习和高效能运算应用的主要参与者，导致资料中心对 GPU 的需求很高。包括硅谷在内的美国主要技术中心为创新、研究和开发做出了贡献。虽然游戏产业的兴起正在推动对 GPU 的需求，但云端运算供应商仍在继续投资以 GPU 为中心的基础设施。由于高度关注数位转型，北美地区继续在塑造资料中心 GPU 市场的全球格局方面发挥关键影响力。

免费客製化服务

订阅此报告的客户可以存取以下免费自订选项之一：

  • 公司简介
    • 其他市场参与者的综合分析（最多 3 家公司）
    • 主要企业SWOT分析（最多3家企业）
  • 区域分割
    • 根据客户兴趣对主要国家的市场估计、预测和复合年增长率（註：基于可行性检查）
  • 竞争基准化分析
    • 根据产品系列、地理分布和策略联盟对主要企业基准化分析

目录

第一章执行摘要

第二章 前言

  • 概述
  • 相关利益者
  • 调查范围
  • 调查方法
    • 资料探勘
    • 资料分析
    • 资料检验
    • 研究途径
  • 调查来源
    • 主要调查来源
    • 二次调查来源
    • 先决条件

第三章市场趋势分析

  • 促进因素
  • 抑制因素
  • 机会
  • 威胁
  • 最终用户分析
  • 新兴市场
  • COVID-19 的影响

第4章波特五力分析

  • 供应商的议价能力
  • 买方议价能力
  • 替代品的威胁
  • 新进入者的威胁
  • 竞争公司之间的敌对关係

第五章资料中心的全球图形处理单元（GPU）市场：按部署模型

  • 云
  • 本地

第六章全球资料中心图形处理单元（GPU）市场：按功能

  • 推理
  • 训练

第 7 章最终用户的全球资料中心图形处理单元 (GPU) 市场

  • 公司
  • 云端服务供应商
  • 政府

第八章按地区分類的全球资料中心图形处理单元 (GPU) 市场

  • 北美洲
    • 美国
    • 加拿大
    • 墨西哥
  • 欧洲
    • 德国
    • 英国
    • 义大利
    • 法国
    • 西班牙
    • 其他欧洲国家
  • 亚太地区
    • 日本
    • 中国
    • 印度
    • 澳洲
    • 纽西兰
    • 韩国
    • 其他亚太地区
  • 南美洲
    • 阿根廷
    • 巴西
    • 智利
    • 南美洲其他地区
  • 中东/非洲
    • 沙乌地阿拉伯
    • 阿拉伯聯合大公国
    • 卡达
    • 南非
    • 其他中东/非洲

第九章 主要进展

  • 合约、伙伴关係、协作和合资企业
  • 收购和合併
  • 新产品发布
  • 业务扩展
  • 其他关键策略

第十章 公司简介

  • Advanced Micro Devices, Inc
  • Google Inc.
  • Advantech Co., Ltd.
  • IBM Corporation
  • Huawei Technologies Co., Ltd.
  • Intel Corporation
  • Imagination Technologies
  • NVIDIA Corporation
  • Samsung Electronics Co., Ltd.
  • Qualcomm Technologies, Inc.
  • Micron Technology, Inc.
  • Microsoft Corporation
  • Graphcore
  • Arm Limited
  • Gigabyte Technology Co. Ltd.
  • Apple Inc.
  • Zotac
  • Micro Devices Inc.
Product Code: SMRC25037

According to Stratistics MRC, the Global Data Center Graphical Processing Unit (GPU) Market is accounted for $14.99 billion in 2023 and is expected to reach $111.64 billion by 2030 growing at a CAGR of 33.2% during the forecast period. Data Center Graphical Processing Units (GPUs) are specialized processors designed to accelerate graphics rendering and parallel processing tasks within data center environments. Their parallel processing capabilities enable simultaneous execution of multiple tasks, enhancing computational efficiency. In data centres, GPUs are used to accelerate tasks such as artificial intelligence (AI), machine learning (ML), high-performance computing (HPC), data analytics, and scientific simulations.

Market Dynamics:

Driver:

Rising adoption of data center GPUs in enterprises

Enterprises are increasingly leveraging GPUs to enhance their computational capabilities for tasks like data analytics, artificial intelligence, and machine learning. GPUs, with their parallel processing prowess, accelerate complex computations, enabling quicker insights and decision-making. The need for GPU-equipped data centres is increasing as companies embrace data-driven operations. Furthermore, these GPUs not only improve performance in traditional graphics processing but also empower enterprises to address the growing demands of advanced computing workloads. Thus, it will propel market growth.

Restraint:

High initial costs

The acquisition and implementation expenses associated with GPU technology, including the GPUs themselves and supporting infrastructure like cooling systems, present a considerable financial barrier for organizations. This initial investment can deter some businesses, particularly smaller enterprises, from embracing GPU solutions, impacting the overall adoption rate. Despite the long-term benefits of computational performance, the substantial upfront expenditures may hinder widespread integration of GPUs in data centres, limiting the market's growth.

Opportunity:

Demand for high-performance computing

GPUs provide improved performance by effectively managing the parallel workloads that are characteristic of HPC operations due to their parallel processing capabilities. The need for GPU-accelerated solutions in data centres is rising as various sectors rely on intricate and data-intensive simulations. Moreover, GPUs are essential for increasing computational power and accelerating research outcomes in data analysis, scientific research, and engineering, where there is a growing need to meet emerging needs. Thereby, it will enhance market expansion.

Threat:

Data security concerns

As GPUs play a pivotal role in processing sensitive and confidential data in data centres, any security breach or vulnerability in GPU architectures could compromise data integrity and confidentiality. Instances of data breaches could lead to a loss of trust among organisations, deterring them from adopting or expanding GPU usage. The evolving landscape of cybersecurity threats necessitates robust measures to safeguard data processed by GPUs, and any perceived weaknesses in security may impact the market's growth.

Covid-19 Impact

High-performance computing and GPU-accelerated apps were in more demand due to the rapid uptake of digital transformation and remote work practices. GPU demands have increased for jobs like data analytics, content creation, and medical simulations in industries like research, healthcare, and entertainment. The pandemic brought attention to the crucial significance of strong data centre infrastructure and encouraged investments in GPU technology to meet changing processing demands, even though there were some supply chain disruptions worldwide and fluctuations in particular industries.

The cloud segment is expected to be the largest during the forecast period

The cloud segment is estimated to hold the largest share. Cloud providers leverage GPUs to enhance the performance of virtualized environments, catering to diverse workloads such as graphics rendering, artificial intelligence, and high-performance computing. This segment allows businesses to access GPU-accelerated resources on a scalable and on-demand basis, facilitating cost-effective and efficient processing of computationally intensive tasks. Moreover, it reflects the growing trend of offloading complex computational workloads to virtualized GPU resources, offering flexibility and scalability for a wide range of applications and industries.

The government segment is expected to have the highest CAGR during the forecast period

The government segment is anticipated to have lucrative growth during the forecast period. Governments leverage GPUs for applications such as scientific research, defence simulations, and data analytics. GPUs enable these entities to process vast amounts of data efficiently, supporting initiatives ranging from national security to public services. Furthermore, it underscores the critical role of GPUs in enhancing computational capabilities for tasks essential to governance, research, and strategic decision-making. The adoption of GPUs in government data centres reflects a commitment to leveraging advanced technologies for improved efficiency and performance in public sector operations.

Region with largest share:

Asia Pacific commanded the largest market share during the extrapolated period owing to a rise in e-commerce, technological infrastructure advancements, and growing data-driven initiatives. Countries like China, Japan, and India are at the forefront, investing heavily in GPU technology for scientific research, gaming, and cloud services. Furthermore, the rise of cloud computing services is significant in the Asia Pacific, with major cloud providers expanding their data center capabilities. The region's focus on industrial innovation and automation further drives the demand for GPUs in data centres.

Region with highest CAGR:

North America is expected to witness profitable growth over the projection period. The region is a key player in AI, machine learning, and high-performance computing applications, leading to a high demand for GPUs in data centres. Major tech hubs in the United States, including Silicon Valley, contribute to innovation, research, and development. The gaming industry's prominence fuels the demand for GPUs, while cloud computing providers continue to invest in GPU-centric infrastructure. With a strong focus on digital transformation, North America remains a significant influencer in shaping the global landscape of the data centre GPU market.

Key players in the market

Some of the key players in the Data Center Graphical Processing Unit (GPU) Market include Advanced Micro Devices Inc, Google Inc., Advantech Co. Ltd., IBM Corporation, Huawei Technologies Co. Ltd., Intel Corporation, Imagination Technologies, NVIDIA Corporation, Samsung Electronics Co.Ltd., Qualcomm Technologies, Inc., Micron Technology, Inc., Microsoft Corporation, Graphcore, Arm Limited, Gigabyte Technology Co. Ltd., Apple Inc., Zotac and Micro Devices Inc.

Key Developments:

In October 2023, Nvidia and Foxconn joined forces to create data center modules designed for AI-driven factories, utilizing Nvidia's Grace Hopper chips. Through the collaboration, Hon Hai Technology Group (Foxconn) aims to integrate Nvidia's technology to establish innovative data centres.

In October 2023, IBM introduced the new IBM Storage Scale System 6000, a cloud-scale global data platform designed to meet today's data intensive and AI workload demands, and the latest offering in the IBM Storage for Data and AI portfolio

In May 2023, IBM Announces Launch of IBM Hybrid Cloud Mesh to Help Enterprises Regain Control of their Multicloud Infrastructure. Driven by "Application-Centric Connectivity", IBM Hybrid Cloud Mesh is engineered to automate the process, management and observability of application connectivity in and between public and private clouds to help modern enterprises operate their infrastructure across hybrid multicloud and heterogeneous environments.

Deployment Models Covered:

  • Cloud
  • On-premises

Functions Covered:

  • Inference
  • Training

End Users Covered:

  • Enterprises
  • Cloud Service Providers
  • Government

Regions Covered:

  • North America
    • US
    • Canada
    • Mexico
  • Europe
    • Germany
    • UK
    • Italy
    • France
    • Spain
    • Rest of Europe
  • Asia Pacific
    • Japan
    • China
    • India
    • Australia
    • New Zealand
    • South Korea
    • Rest of Asia Pacific
  • South America
    • Argentina
    • Brazil
    • Chile
    • Rest of South America
  • Middle East & Africa
    • Saudi Arabia
    • UAE
    • Qatar
    • South Africa
    • Rest of Middle East & Africa

What our report offers:

  • Market share assessments for the regional and country-level segments
  • Strategic recommendations for the new entrants
  • Covers Market data for the years 2021, 2022, 2023, 2026, and 2030
  • Market Trends (Drivers, Constraints, Opportunities, Threats, Challenges, Investment Opportunities, and recommendations)
  • Strategic recommendations in key business segments based on the market estimations
  • Competitive landscaping mapping the key common trends
  • Company profiling with detailed strategies, financials, and recent developments
  • Supply chain trends mapping the latest technological advancements

Free Customization Offerings:

All the customers of this report will be entitled to receive one of the following free customization options:

  • Company Profiling
    • Comprehensive profiling of additional market players (up to 3)
    • SWOT Analysis of key players (up to 3)
  • Regional Segmentation
    • Market estimations, Forecasts and CAGR of any prominent country as per the client's interest (Note: Depends on feasibility check)
  • Competitive Benchmarking
    • Benchmarking of key players based on product portfolio, geographical presence, and strategic alliances

Table of Contents

1 Executive Summary

2 Preface

  • 2.1 Abstract
  • 2.2 Stake Holders
  • 2.3 Research Scope
  • 2.4 Research Methodology
    • 2.4.1 Data Mining
    • 2.4.2 Data Analysis
    • 2.4.3 Data Validation
    • 2.4.4 Research Approach
  • 2.5 Research Sources
    • 2.5.1 Primary Research Sources
    • 2.5.2 Secondary Research Sources
    • 2.5.3 Assumptions

3 Market Trend Analysis

  • 3.1 Introduction
  • 3.2 Drivers
  • 3.3 Restraints
  • 3.4 Opportunities
  • 3.5 Threats
  • 3.6 End User Analysis
  • 3.7 Emerging Markets
  • 3.8 Impact of Covid-19

4 Porters Five Force Analysis

  • 4.1 Bargaining power of suppliers
  • 4.2 Bargaining power of buyers
  • 4.3 Threat of substitutes
  • 4.4 Threat of new entrants
  • 4.5 Competitive rivalry

5 Global Data Center Graphical Processing Unit (GPU) Market, By Deployment Model

  • 5.1 Introduction
  • 5.2 Cloud
  • 5.3 On-premises

6 Global Data Center Graphical Processing Unit (GPU) Market, By Function

  • 6.1 Introduction
  • 6.2 Inference
  • 6.3 Training

7 Global Data Center Graphical Processing Unit (GPU) Market, By End User

  • 7.1 Introduction
  • 7.2 Enterprises
  • 7.3 Cloud Service Providers
  • 7.4 Government

8 Global Data Center Graphical Processing Unit (GPU) Market, By Geography

  • 8.1 Introduction
  • 8.2 North America
    • 8.2.1 US
    • 8.2.2 Canada
    • 8.2.3 Mexico
  • 8.3 Europe
    • 8.3.1 Germany
    • 8.3.2 UK
    • 8.3.3 Italy
    • 8.3.4 France
    • 8.3.5 Spain
    • 8.3.6 Rest of Europe
  • 8.4 Asia Pacific
    • 8.4.1 Japan
    • 8.4.2 China
    • 8.4.3 India
    • 8.4.4 Australia
    • 8.4.5 New Zealand
    • 8.4.6 South Korea
    • 8.4.7 Rest of Asia Pacific
  • 8.5 South America
    • 8.5.1 Argentina
    • 8.5.2 Brazil
    • 8.5.3 Chile
    • 8.5.4 Rest of South America
  • 8.6 Middle East & Africa
    • 8.6.1 Saudi Arabia
    • 8.6.2 UAE
    • 8.6.3 Qatar
    • 8.6.4 South Africa
    • 8.6.5 Rest of Middle East & Africa

9 Key Developments

  • 9.1 Agreements, Partnerships, Collaborations and Joint Ventures
  • 9.2 Acquisitions & Mergers
  • 9.3 New Product Launch
  • 9.4 Expansions
  • 9.5 Other Key Strategies

10 Company Profiling

  • 10.1 Advanced Micro Devices, Inc
  • 10.2 Google Inc.
  • 10.3 Advantech Co., Ltd.
  • 10.4 IBM Corporation
  • 10.5 Huawei Technologies Co., Ltd.
  • 10.6 Intel Corporation
  • 10.7 Imagination Technologies
  • 10.8 NVIDIA Corporation
  • 10.9 Samsung Electronics Co., Ltd.
  • 10.10 Qualcomm Technologies, Inc.
  • 10.11 Micron Technology, Inc.
  • 10.12 Microsoft Corporation
  • 10.13 Graphcore
  • 10.14 Arm Limited
  • 10.15 Gigabyte Technology Co. Ltd.
  • 10.16 Apple Inc.
  • 10.17 Zotac
  • 10.18 Micro Devices Inc.

List of Tables

  • Table 1 Global Data Center Graphical Processing Unit (GPU) Market Outlook, By Region (2021-2030) ($MN)
  • Table 2 Global Data Center Graphical Processing Unit (GPU) Market Outlook, By Deployment Model (2021-2030) ($MN)
  • Table 3 Global Data Center Graphical Processing Unit (GPU) Market Outlook, By Cloud (2021-2030) ($MN)
  • Table 4 Global Data Center Graphical Processing Unit (GPU) Market Outlook, By On-premises (2021-2030) ($MN)
  • Table 5 Global Data Center Graphical Processing Unit (GPU) Market Outlook, By Function (2021-2030) ($MN)
  • Table 6 Global Data Center Graphical Processing Unit (GPU) Market Outlook, By Introduction (2021-2030) ($MN)
  • Table 7 Global Data Center Graphical Processing Unit (GPU) Market Outlook, By Inference (2021-2030) ($MN)
  • Table 8 Global Data Center Graphical Processing Unit (GPU) Market Outlook, By Training (2021-2030) ($MN)
  • Table 9 Global Data Center Graphical Processing Unit (GPU) Market Outlook, By End User (2021-2030) ($MN)
  • Table 10 Global Data Center Graphical Processing Unit (GPU) Market Outlook, By Enterprises (2021-2030) ($MN)
  • Table 11 Global Data Center Graphical Processing Unit (GPU) Market Outlook, By Cloud Service Providers (2021-2030) ($MN)
  • Table 12 Global Data Center Graphical Processing Unit (GPU) Market Outlook, By Government (2021-2030) ($MN)
  • Table 13 North America Data Center Graphical Processing Unit (GPU) Market Outlook, By Country (2021-2030) ($MN)
  • Table 14 North America Data Center Graphical Processing Unit (GPU) Market Outlook, By Deployment Model (2021-2030) ($MN)
  • Table 15 North America Data Center Graphical Processing Unit (GPU) Market Outlook, By Cloud (2021-2030) ($MN)
  • Table 16 North America Data Center Graphical Processing Unit (GPU) Market Outlook, By On-premises (2021-2030) ($MN)
  • Table 17 North America Data Center Graphical Processing Unit (GPU) Market Outlook, By Function (2021-2030) ($MN)
  • Table 18 North America Data Center Graphical Processing Unit (GPU) Market Outlook, By Introduction (2021-2030) ($MN)
  • Table 19 North America Data Center Graphical Processing Unit (GPU) Market Outlook, By Inference (2021-2030) ($MN)
  • Table 20 North America Data Center Graphical Processing Unit (GPU) Market Outlook, By Training (2021-2030) ($MN)
  • Table 21 North America Data Center Graphical Processing Unit (GPU) Market Outlook, By End User (2021-2030) ($MN)
  • Table 22 North America Data Center Graphical Processing Unit (GPU) Market Outlook, By Enterprises (2021-2030) ($MN)
  • Table 23 North America Data Center Graphical Processing Unit (GPU) Market Outlook, By Cloud Service Providers (2021-2030) ($MN)
  • Table 24 North America Data Center Graphical Processing Unit (GPU) Market Outlook, By Government (2021-2030) ($MN)
  • Table 25 Europe Data Center Graphical Processing Unit (GPU) Market Outlook, By Country (2021-2030) ($MN)
  • Table 26 Europe Data Center Graphical Processing Unit (GPU) Market Outlook, By Deployment Model (2021-2030) ($MN)
  • Table 27 Europe Data Center Graphical Processing Unit (GPU) Market Outlook, By Cloud (2021-2030) ($MN)
  • Table 28 Europe Data Center Graphical Processing Unit (GPU) Market Outlook, By On-premises (2021-2030) ($MN)
  • Table 29 Europe Data Center Graphical Processing Unit (GPU) Market Outlook, By Function (2021-2030) ($MN)
  • Table 30 Europe Data Center Graphical Processing Unit (GPU) Market Outlook, By Introduction (2021-2030) ($MN)
  • Table 31 Europe Data Center Graphical Processing Unit (GPU) Market Outlook, By Inference (2021-2030) ($MN)
  • Table 32 Europe Data Center Graphical Processing Unit (GPU) Market Outlook, By Training (2021-2030) ($MN)
  • Table 33 Europe Data Center Graphical Processing Unit (GPU) Market Outlook, By End User (2021-2030) ($MN)
  • Table 34 Europe Data Center Graphical Processing Unit (GPU) Market Outlook, By Enterprises (2021-2030) ($MN)
  • Table 35 Europe Data Center Graphical Processing Unit (GPU) Market Outlook, By Cloud Service Providers (2021-2030) ($MN)
  • Table 36 Europe Data Center Graphical Processing Unit (GPU) Market Outlook, By Government (2021-2030) ($MN)
  • Table 37 Asia Pacific Data Center Graphical Processing Unit (GPU) Market Outlook, By Country (2021-2030) ($MN)
  • Table 38 Asia Pacific Data Center Graphical Processing Unit (GPU) Market Outlook, By Deployment Model (2021-2030) ($MN)
  • Table 39 Asia Pacific Data Center Graphical Processing Unit (GPU) Market Outlook, By Cloud (2021-2030) ($MN)
  • Table 40 Asia Pacific Data Center Graphical Processing Unit (GPU) Market Outlook, By On-premises (2021-2030) ($MN)
  • Table 41 Asia Pacific Data Center Graphical Processing Unit (GPU) Market Outlook, By Function (2021-2030) ($MN)
  • Table 42 Asia Pacific Data Center Graphical Processing Unit (GPU) Market Outlook, By Introduction (2021-2030) ($MN)
  • Table 43 Asia Pacific Data Center Graphical Processing Unit (GPU) Market Outlook, By Inference (2021-2030) ($MN)
  • Table 44 Asia Pacific Data Center Graphical Processing Unit (GPU) Market Outlook, By Training (2021-2030) ($MN)
  • Table 45 Asia Pacific Data Center Graphical Processing Unit (GPU) Market Outlook, By End User (2021-2030) ($MN)
  • Table 46 Asia Pacific Data Center Graphical Processing Unit (GPU) Market Outlook, By Enterprises (2021-2030) ($MN)
  • Table 47 Asia Pacific Data Center Graphical Processing Unit (GPU) Market Outlook, By Cloud Service Providers (2021-2030) ($MN)
  • Table 48 Asia Pacific Data Center Graphical Processing Unit (GPU) Market Outlook, By Government (2021-2030) ($MN)
  • Table 49 South America Data Center Graphical Processing Unit (GPU) Market Outlook, By Country (2021-2030) ($MN)
  • Table 50 South America Data Center Graphical Processing Unit (GPU) Market Outlook, By Deployment Model (2021-2030) ($MN)
  • Table 51 South America Data Center Graphical Processing Unit (GPU) Market Outlook, By Cloud (2021-2030) ($MN)
  • Table 52 South America Data Center Graphical Processing Unit (GPU) Market Outlook, By On-premises (2021-2030) ($MN)
  • Table 53 South America Data Center Graphical Processing Unit (GPU) Market Outlook, By Function (2021-2030) ($MN)
  • Table 54 South America Data Center Graphical Processing Unit (GPU) Market Outlook, By Introduction (2021-2030) ($MN)
  • Table 55 South America Data Center Graphical Processing Unit (GPU) Market Outlook, By Inference (2021-2030) ($MN)
  • Table 56 South America Data Center Graphical Processing Unit (GPU) Market Outlook, By Training (2021-2030) ($MN)
  • Table 57 South America Data Center Graphical Processing Unit (GPU) Market Outlook, By End User (2021-2030) ($MN)
  • Table 58 South America Data Center Graphical Processing Unit (GPU) Market Outlook, By Enterprises (2021-2030) ($MN)
  • Table 59 South America Data Center Graphical Processing Unit (GPU) Market Outlook, By Cloud Service Providers (2021-2030) ($MN)
  • Table 60 South America Data Center Graphical Processing Unit (GPU) Market Outlook, By Government (2021-2030) ($MN)
  • Table 61 Middle East & Africa Data Center Graphical Processing Unit (GPU) Market Outlook, By Country (2021-2030) ($MN)
  • Table 62 Middle East & Africa Data Center Graphical Processing Unit (GPU) Market Outlook, By Deployment Model (2021-2030) ($MN)
  • Table 63 Middle East & Africa Data Center Graphical Processing Unit (GPU) Market Outlook, By Cloud (2021-2030) ($MN)
  • Table 64 Middle East & Africa Data Center Graphical Processing Unit (GPU) Market Outlook, By On-premises (2021-2030) ($MN)
  • Table 65 Middle East & Africa Data Center Graphical Processing Unit (GPU) Market Outlook, By Function (2021-2030) ($MN)
  • Table 66 Middle East & Africa Data Center Graphical Processing Unit (GPU) Market Outlook, By Introduction (2021-2030) ($MN)
  • Table 67 Middle East & Africa Data Center Graphical Processing Unit (GPU) Market Outlook, By Inference (2021-2030) ($MN)
  • Table 68 Middle East & Africa Data Center Graphical Processing Unit (GPU) Market Outlook, By Training (2021-2030) ($MN)
  • Table 69 Middle East & Africa Data Center Graphical Processing Unit (GPU) Market Outlook, By End User (2021-2030) ($MN)
  • Table 70 Middle East & Africa Data Center Graphical Processing Unit (GPU) Market Outlook, By Enterprises (2021-2030) ($MN)
  • Table 71 Middle East & Africa Data Center Graphical Processing Unit (GPU) Market Outlook, By Cloud Service Providers (2021-2030) ($MN)
  • Table 72 Middle East & Africa Data Center Graphical Processing Unit (GPU) Market Outlook, By Government (2021-2030) ($MN)