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PUBLISHER: KBV Research | PRODUCT CODE: 1401038

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PUBLISHER: KBV Research | PRODUCT CODE: 1401038

Global Data Center GPU Market Size, Share & Industry Trends Analysis Report By End User (Cloud Service Providers, Enterprises and Government), By Deployment Type, By Function (Training and Inference), By Regional Outlook and Forecast, 2023 - 2030

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The Global Data Center GPU Market size is expected to reach $114.2 billion by 2030, rising at a market growth of 32.3% CAGR during the forecast period.

Cloud service providers offering GPU instances in Canada will likely see increased demand as AI initiatives progress. Organizations looking to leverage AI technologies without investing heavily in on-premises infrastructure often turn to cloud-based GPU resources for scalability and flexibility. Therefore, the North America region generated a revenue of $5,044.6 million in 2022. With its advanced scientific research facilities and industries, North America witnessed increased demand for GPUs to power simulations, scientific research, and data analytics in data centers. Some of the factors affecting the market are increasing adoption of artificial intelligence and machine learning, growth in data analytics and big data processing and high initial cost of data center GPUS.

GPUs are designed with a highly parallel architecture, consisting of thousands of cores that can handle multiple tasks simultaneously. This parallelism is particularly beneficial for AI and ML workloads, which involve processing large datasets through parallel operations. AI and ML algorithms, especially deep learning models, heavily rely on matrix operations and linear algebra computations. These factors will help expand the data center GPU market. Moreover, Big data analytics involves performing complex computations on vast datasets. GPUs are designed with thousands of cores that can execute multiple tasks simultaneously, making them highly efficient for parallel processing. Parallelism facilitates the simultaneous completion of data processing duties, substantially reducing the time needed for analysis. These factors will drive the demand for data center GPU market.

Furthermore, Smaller enterprises often operate on tighter budgets compared to larger organizations. The high upfront cost of GPUs can pose a considerable challenge for these businesses, limiting their ability to invest in advanced GPU infrastructure for data center applications. The significant upfront investment required for GPU infrastructure can strain IT budgets for organizations of all sizes. This strain may lead to trade-offs between adopting GPU technology and allocating resources to other critical IT initiatives or operational needs. These aspects can limit the future expansion of the data center GPU market.

End User Outlook

Based on end user, the market is segmented into cloud service providers, enterprises, and government. In 2022, the cloud service providers segment witnessed the maximum revenue share in the market. GPU virtualization technologies enable multiple users or workloads to share GPU resources efficiently. Cloud providers have implemented GPU virtualization, allowing customers to run diverse GPU-accelerated workloads on the same physical GPU hardware. This enhances resource utilization and provides a cost-effective solution for users with varying computational requirements. As a result, the segment will witness increased growth in the segment.

Deployment Type Outlook

Based on deployment type, the market is segmented into on-premises and cloud. In 2022, the cloud segment garnered a significant revenue share in the market. The overall growth of cloud services has been a major driver for the increased deployment of GPUs in cloud data centers. Cloud service providers offer scalable and on-demand computing resources, making it easier for organizations to access GPU-accelerated capabilities without significant upfront investments. Therefore, the segment is expected to grow rapidly in the coming years.

Function Outlook

On the basis of function, the market is divided into training and inference. The training segment recorded the maximum revenue share in the data center GPU market in 2022. As AI models become more sophisticated and complex, the computational requirements for training these models also escalate. Modern neural networks with millions or even billions of parameters demand powerful hardware acceleration to reduce training times. GPUs provide the parallel processing capabilities required to handle the increased complexity of these networks. As a result, there will be increased demand in the segment.

Regional Outlook

By region, the market is segmented into North America, Europe, Asia Pacific, and LAMEA. In 2022, the Europe segment acquired a considerable revenue share in the market. Expanding cloud computing services in Europe may increase demand for data center GPUs. Cloud service providers often utilize GPU acceleration to enhance the performance of their services, attracting businesses looking to leverage cloud-based GPU resources. Europe has been involved in various high-performance computing initiatives, particularly in scientific research and academia. If there is continued investment in HPC infrastructure, it could lead to increased demand for data center GPUs. These aspects will fuel the growth of the Europe segment.

The leading players in the market are competing with diverse innovative offerings to remain competitive in the market. The above illustration shows the percentage of revenue shared by some of the leading companies in the market. The leading players of the market are adopting various strategies in order to cater demand coming from the different industries. The key developmental strategies in the market are Acquisitions, and Partnerships & Collaborations.

The market research report covers the analysis of key stakeholders of the market. Key companies profiled in the report include NVIDIA Corporation, Intel Corporation, Advanced Micro Devices, Inc., Samsung Electronics Co., Ltd. (Samsung Group), Micron Technology, Inc., Qualcomm Incorporated (Qualcomm Technologies, Inc.), IBM Corporation, Google LLC (Alphabet Inc.), Microsoft Corporation, Imagination Technologies Limited.

Scope of the Study

Market Segments covered in the Report:

By End User

  • Cloud Service Providers
  • Enterprises
  • Government

By Deployment Type

  • On-premises
  • Cloud

By Function

  • Training
  • Inference

By Geography

  • North America
    • US
    • Canada
    • Mexico
    • Rest of North America
  • Europe
    • Germany
    • UK
    • France
    • Russia
    • Spain
    • Italy
    • Rest of Europe
  • Asia Pacific
    • China
    • Japan
    • India
    • South Korea
    • Singapore
    • Malaysia
    • Rest of Asia Pacific
  • LAMEA
    • Brazil
    • Argentina
    • UAE
    • Saudi Arabia
    • South Africa
    • Nigeria
    • Rest of LAMEA

Companies Profiled

  • NVIDIA Corporation
  • Intel Corporation
  • Advanced Micro Devices, Inc.
  • Samsung Electronics Co., Ltd. (Samsung Group)
  • Micron Technology, Inc.
  • Qualcomm Incorporated (Qualcomm Technologies, Inc.)
  • IBM Corporation
  • Google LLC (Alphabet Inc.)
  • Microsoft Corporation
  • Imagination Technologies Limited

Unique Offerings from KBV Research

  • Exhaustive coverage
  • Highest number of market tables and figures
  • Subscription based model available
  • Guaranteed best price
  • Assured post sales research support with 10% customization free

Table of Contents

Chapter 1. Market Scope & Methodology

  • 1.1 Market Definition
  • 1.2 Objectives
  • 1.3 Market Scope
  • 1.4 Segmentation
    • 1.4.1 Global Data Center GPU Market, by End User
    • 1.4.2 Global Data Center GPU Market, by Deployment Type
    • 1.4.3 Global Data Center GPU Market, by Function
    • 1.4.4 Global Data Center GPU Market, by Geography
  • 1.5 Methodology for the research

Chapter 2. Market at a Glance

  • 2.1 Key Highlights

Chapter 3. Market Overview

  • 3.1 Introduction
    • 3.1.1 Overview
      • 3.1.1.1 Market Composition and Scenario
  • 3.2 Key Factors Impacting the Market
    • 3.2.1 Market Drivers
    • 3.2.2 Market Restraints

Chapter 4. Competition Analysis - Global

  • 4.1 Market Share Analysis, 2022
  • 4.2 Strategies Deployed in Data Center GPU Market
  • 4.3 Porter's Five Forces Analysis

Chapter 5. Global Data Center GPU Market, By End User

  • 5.1 Global Cloud Service Providers Market, By Region
  • 5.2 Global Enterprises Market, By Region
  • 5.3 Global Government Market, By Region

Chapter 6. Global Data Center GPU Market, By Deployment Type

  • 6.1 Global On-premise Market, By Region
  • 6.2 Global Cloud Market, By Region

Chapter 7. Global Data Center GPU Market, By Function

  • 7.1 Global Training Market, By Region
  • 7.2 Global Inference Market, By Region

Chapter 8. Global Data Center GPU Market, By Region

  • 8.1 North America Data Center GPU Market
    • 8.1.1 North America Data Center GPU Market, By End User
      • 8.1.1.1 North America Cloud Service Providers Market, By Country
      • 8.1.1.2 North America Enterprises Market, By Country
      • 8.1.1.3 North America Government Market, By Country
    • 8.1.2 North America Data Center GPU Market, By Deployment Type
      • 8.1.2.1 North America On-premise Market, By Country
      • 8.1.2.2 North America Cloud Market, By Country
    • 8.1.3 North America Data Center GPU Market, By Function
      • 8.1.3.1 North America Training Market, By Country
      • 8.1.3.2 North America Inference Market, By Country
    • 8.1.4 North America Data Center GPU Market, By Country
      • 8.1.4.1 US Data Center GPU Market
        • 8.1.4.1.1 US Data Center GPU Market, By End User
        • 8.1.4.1.2 US Data Center GPU Market, By Deployment Type
        • 8.1.4.1.3 US Data Center GPU Market, By Function
      • 8.1.4.2 Canada Data Center GPU Market
        • 8.1.4.2.1 Canada Data Center GPU Market, By End User
        • 8.1.4.2.2 Canada Data Center GPU Market, By Deployment Type
        • 8.1.4.2.3 Canada Data Center GPU Market, By Function
      • 8.1.4.3 Mexico Data Center GPU Market
        • 8.1.4.3.1 Mexico Data Center GPU Market, By End User
        • 8.1.4.3.2 Mexico Data Center GPU Market, By Deployment Type
        • 8.1.4.3.3 Mexico Data Center GPU Market, By Function
      • 8.1.4.4 Rest of North America Data Center GPU Market
        • 8.1.4.4.1 Rest of North America Data Center GPU Market, By End User
        • 8.1.4.4.2 Rest of North America Data Center GPU Market, By Deployment Type
        • 8.1.4.4.3 Rest of North America Data Center GPU Market, By Function
  • 8.2 Europe Data Center GPU Market
    • 8.2.1 Europe Data Center GPU Market, By End User
      • 8.2.1.1 Europe Cloud Service Providers Market, By Country
      • 8.2.1.2 Europe Enterprises Market, By Country
      • 8.2.1.3 Europe Government Market, By Country
    • 8.2.2 Europe Data Center GPU Market, By Deployment Type
      • 8.2.2.1 Europe On-premise Market, By Country
      • 8.2.2.2 Europe Cloud Market, By Country
    • 8.2.3 Europe Data Center GPU Market, By Function
      • 8.2.3.1 Europe Training Market, By Country
      • 8.2.3.2 Europe Inference Market, By Country
    • 8.2.4 Europe Data Center GPU Market, By Country
      • 8.2.4.1 Germany Data Center GPU Market
        • 8.2.4.1.1 Germany Data Center GPU Market, By End User
        • 8.2.4.1.2 Germany Data Center GPU Market, By Deployment Type
        • 8.2.4.1.3 Germany Data Center GPU Market, By Function
      • 8.2.4.2 UK Data Center GPU Market
        • 8.2.4.2.1 UK Data Center GPU Market, By End User
        • 8.2.4.2.2 UK Data Center GPU Market, By Deployment Type
        • 8.2.4.2.3 UK Data Center GPU Market, By Function
      • 8.2.4.3 France Data Center GPU Market
        • 8.2.4.3.1 France Data Center GPU Market, By End User
        • 8.2.4.3.2 France Data Center GPU Market, By Deployment Type
        • 8.2.4.3.3 France Data Center GPU Market, By Function
      • 8.2.4.4 Russia Data Center GPU Market
        • 8.2.4.4.1 Russia Data Center GPU Market, By End User
        • 8.2.4.4.2 Russia Data Center GPU Market, By Deployment Type
        • 8.2.4.4.3 Russia Data Center GPU Market, By Function
      • 8.2.4.5 Spain Data Center GPU Market
        • 8.2.4.5.1 Spain Data Center GPU Market, By End User
        • 8.2.4.5.2 Spain Data Center GPU Market, By Deployment Type
        • 8.2.4.5.3 Spain Data Center GPU Market, By Function
      • 8.2.4.6 Italy Data Center GPU Market
        • 8.2.4.6.1 Italy Data Center GPU Market, By End User
        • 8.2.4.6.2 Italy Data Center GPU Market, By Deployment Type
        • 8.2.4.6.3 Italy Data Center GPU Market, By Function
      • 8.2.4.7 Rest of Europe Data Center GPU Market
        • 8.2.4.7.1 Rest of Europe Data Center GPU Market, By End User
        • 8.2.4.7.2 Rest of Europe Data Center GPU Market, By Deployment Type
        • 8.2.4.7.3 Rest of Europe Data Center GPU Market, By Function
  • 8.3 Asia Pacific Data Center GPU Market
    • 8.3.1 Asia Pacific Data Center GPU Market, By End User
      • 8.3.1.1 Asia Pacific Cloud Service Providers Market, By Country
      • 8.3.1.2 Asia Pacific Enterprises Market, By Country
      • 8.3.1.3 Asia Pacific Government Market, By Country
    • 8.3.2 Asia Pacific Data Center GPU Market, By Deployment Type
      • 8.3.2.1 Asia Pacific On-premise Market, By Country
      • 8.3.2.2 Asia Pacific Cloud Market, By Country
    • 8.3.3 Asia Pacific Data Center GPU Market, By Function
      • 8.3.3.1 Asia Pacific Training Market, By Country
      • 8.3.3.2 Asia Pacific Inference Market, By Country
    • 8.3.4 Asia Pacific Data Center GPU Market, By Country
      • 8.3.4.1 China Data Center GPU Market
        • 8.3.4.1.1 China Data Center GPU Market, By End User
        • 8.3.4.1.2 China Data Center GPU Market, By Deployment Type
        • 8.3.4.1.3 China Data Center GPU Market, By Function
      • 8.3.4.2 Japan Data Center GPU Market
        • 8.3.4.2.1 Japan Data Center GPU Market, By End User
        • 8.3.4.2.2 Japan Data Center GPU Market, By Deployment Type
        • 8.3.4.2.3 Japan Data Center GPU Market, By Function
      • 8.3.4.3 India Data Center GPU Market
        • 8.3.4.3.1 India Data Center GPU Market, By End User
        • 8.3.4.3.2 India Data Center GPU Market, By Deployment Type
        • 8.3.4.3.3 India Data Center GPU Market, By Function
      • 8.3.4.4 South Korea Data Center GPU Market
        • 8.3.4.4.1 South Korea Data Center GPU Market, By End User
        • 8.3.4.4.2 South Korea Data Center GPU Market, By Deployment Type
        • 8.3.4.4.3 South Korea Data Center GPU Market, By Function
      • 8.3.4.5 Singapore Data Center GPU Market
        • 8.3.4.5.1 Singapore Data Center GPU Market, By End User
        • 8.3.4.5.2 Singapore Data Center GPU Market, By Deployment Type
        • 8.3.4.5.3 Singapore Data Center GPU Market, By Function
      • 8.3.4.6 Malaysia Data Center GPU Market
        • 8.3.4.6.1 Malaysia Data Center GPU Market, By End User
        • 8.3.4.6.2 Malaysia Data Center GPU Market, By Deployment Type
        • 8.3.4.6.3 Malaysia Data Center GPU Market, By Function
      • 8.3.4.7 Rest of Asia Pacific Data Center GPU Market
        • 8.3.4.7.1 Rest of Asia Pacific Data Center GPU Market, By End User
        • 8.3.4.7.2 Rest of Asia Pacific Data Center GPU Market, By Deployment Type
        • 8.3.4.7.3 Rest of Asia Pacific Data Center GPU Market, By Function
  • 8.4 LAMEA Data Center GPU Market
    • 8.4.1 LAMEA Data Center GPU Market, By End User
      • 8.4.1.1 LAMEA Cloud Service Providers Market, By Country
      • 8.4.1.2 LAMEA Enterprises Market, By Country
      • 8.4.1.3 LAMEA Government Market, By Country
    • 8.4.2 LAMEA Data Center GPU Market, By Deployment Type
      • 8.4.2.1 LAMEA On-premise Market, By Country
      • 8.4.2.2 LAMEA Cloud Market, By Country
    • 8.4.3 LAMEA Data Center GPU Market, By Function
      • 8.4.3.1 LAMEA Training Market, By Country
      • 8.4.3.2 LAMEA Inference Market, By Country
    • 8.4.4 LAMEA Data Center GPU Market, By Country
      • 8.4.4.1 Brazil Data Center GPU Market
        • 8.4.4.1.1 Brazil Data Center GPU Market, By End User
        • 8.4.4.1.2 Brazil Data Center GPU Market, By Deployment Type
        • 8.4.4.1.3 Brazil Data Center GPU Market, By Function
      • 8.4.4.2 Argentina Data Center GPU Market
        • 8.4.4.2.1 Argentina Data Center GPU Market, By End User
        • 8.4.4.2.2 Argentina Data Center GPU Market, By Deployment Type
        • 8.4.4.2.3 Argentina Data Center GPU Market, By Function
      • 8.4.4.3 UAE Data Center GPU Market
        • 8.4.4.3.1 UAE Data Center GPU Market, By End User
        • 8.4.4.3.2 UAE Data Center GPU Market, By Deployment Type
        • 8.4.4.3.3 UAE Data Center GPU Market, By Function
      • 8.4.4.4 Saudi Arabia Data Center GPU Market
        • 8.4.4.4.1 Saudi Arabia Data Center GPU Market, By End User
        • 8.4.4.4.2 Saudi Arabia Data Center GPU Market, By Deployment Type
        • 8.4.4.4.3 Saudi Arabia Data Center GPU Market, By Function
      • 8.4.4.5 South Africa Data Center GPU Market
        • 8.4.4.5.1 South Africa Data Center GPU Market, By End User
        • 8.4.4.5.2 South Africa Data Center GPU Market, By Deployment Type
        • 8.4.4.5.3 South Africa Data Center GPU Market, By Function
      • 8.4.4.6 Nigeria Data Center GPU Market
        • 8.4.4.6.1 Nigeria Data Center GPU Market, By End User
        • 8.4.4.6.2 Nigeria Data Center GPU Market, By Deployment Type
        • 8.4.4.6.3 Nigeria Data Center GPU Market, By Function
      • 8.4.4.7 Rest of LAMEA Data Center GPU Market
        • 8.4.4.7.1 Rest of LAMEA Data Center GPU Market, By End User
        • 8.4.4.7.2 Rest of LAMEA Data Center GPU Market, By Deployment Type
        • 8.4.4.7.3 Rest of LAMEA Data Center GPU Market, By Function

Chapter 9. Company Profiles

  • 9.1 NVIDIA Corporation
    • 9.1.1 Company Overview
    • 9.1.2 Financial Analysis
    • 9.1.3 Segmental and Regional Analysis
    • 9.1.4 Research & Development Expenses
    • 9.1.5 Recent strategies and developments:
      • 9.1.5.1 Partnerships, Collaborations, and Agreements:
      • 9.1.5.2 Product Launches and Product Expansions:
    • 9.1.6 SWOT Analysis
  • 9.2 Intel Corporation
    • 9.2.1 Company Overview
    • 9.2.2 Financial Analysis
    • 9.2.3 Segmental and Regional Analysis
    • 9.2.4 Research & Development Expenses
    • 9.2.5 Recent strategies and developments:
      • 9.2.5.1 Product Launches and Product Expansions:
      • 9.2.5.2 Acquisition and Mergers:
    • 9.2.6 SWOT Analysis
  • 9.3 Advanced Micro Devices, Inc.
    • 9.3.1 Company Overview
    • 9.3.2 Financial Analysis
    • 9.3.3 Segmental and Regional Analysis
    • 9.3.4 Research & Development Expenses
    • 9.3.5 Recent strategies and developments:
      • 9.3.5.1 Product Launches and Product Expansions:
    • 9.3.6 SWOT Analysis
  • 9.4 Samsung Electronics Co., Ltd. (Samsung Group)
    • 9.4.1 Company Overview
    • 9.4.2 Financial Analysis
    • 9.4.3 Segmental and Regional Analysis
    • 9.4.4 SWOT Analysis
  • 9.5 Micron Technology, Inc.
    • 9.5.1 Company Overview
    • 9.5.2 Financial Analysis
    • 9.5.3 Segmental and Regional Analysis
    • 9.5.4 SWOT Analysis
  • 9.6 Qualcomm Incorporated (Qualcomm Technologies, Inc.)
    • 9.6.1 Company Overview
    • 9.6.2 Financial Analysis
    • 9.6.3 Segmental and Regional Analysis
    • 9.6.4 Research & Development Expense
    • 9.6.5 Recent strategies and developments:
      • 9.6.5.1 Partnerships, Collaborations, and Agreements:
      • 9.6.5.2 Product Launches and Product Expansions:
    • 9.6.6 SWOT Analysis
  • 9.7 IBM Corporation
    • 9.7.1 Company Overview
    • 9.7.2 Financial Analysis
    • 9.7.3 Regional & Segmental Analysis
    • 9.7.4 Research & Development Expenses
    • 9.7.5 SWOT Analysis
  • 9.8 Google LLC (Alphabet Inc.)
    • 9.8.1 Company Overview
    • 9.8.2 Financial Analysis
    • 9.8.3 Segmental and Regional Analysis
    • 9.8.4 Research & Development Expense
    • 9.8.5 Recent strategies and developments:
      • 9.8.5.1 Product Launches and Product Expansions:
    • 9.8.6 SWOT Analysis
  • 9.9 Microsoft Corporation
    • 9.9.1 Company Overview
    • 9.9.2 Financial Analysis
    • 9.9.3 Segmental and Regional Analysis
    • 9.9.4 Research & Development Expenses
    • 9.9.5 Recent strategies and developments:
      • 9.9.5.1 Partnerships, Collaborations, and Agreements:
      • 9.9.5.2 Acquisition and Mergers:
    • 9.9.6 SWOT Analysis
  • 9.10. Imagination Technologies Limited
    • 9.10.1 Company Overview
    • 9.10.2 Financial Analysis
    • 9.10.3 Regional Analysis
    • 9.10.4 Research & Development Expenses
    • 9.10.5 Recent strategies and developments:
      • 9.10.5.1 Product Launches and Product Expansions:
    • 9.10.6 SWOT Analysis

Chapter 10. Winning Strategies of Data Center GPU Market

LIST OF TABLES

  • TABLE 1 Global Data Center GPU Market, 2019 - 2022, USD Million
  • TABLE 2 Global Data Center GPU Market, 2023 - 2030, USD Million
  • TABLE 3 Global Data Center GPU Market, By End User, 2019 - 2022, USD Million
  • TABLE 4 Global Data Center GPU Market, By End User, 2023 - 2030, USD Million
  • TABLE 5 Global Cloud Service Providers Market, By Region, 2019 - 2022, USD Million
  • TABLE 6 Global Cloud Service Providers Market, By Region, 2023 - 2030, USD Million
  • TABLE 7 Global Enterprises Market, By Region, 2019 - 2022, USD Million
  • TABLE 8 Global Enterprises Market, By Region, 2023 - 2030, USD Million
  • TABLE 9 Global Government Market, By Region, 2019 - 2022, USD Million
  • TABLE 10 Global Government Market, By Region, 2023 - 2030, USD Million
  • TABLE 11 Global Data Center GPU Market, By Deployment Type, 2019 - 2022, USD Million
  • TABLE 12 Global Data Center GPU Market, By Deployment Type, 2023 - 2030, USD Million
  • TABLE 13 Global On-premise Market, By Region, 2019 - 2022, USD Million
  • TABLE 14 Global On-premise Market, By Region, 2023 - 2030, USD Million
  • TABLE 15 Global Cloud Market, By Region, 2019 - 2022, USD Million
  • TABLE 16 Global Cloud Market, By Region, 2023 - 2030, USD Million
  • TABLE 17 Global Data Center GPU Market, By Function, 2019 - 2022, USD Million
  • TABLE 18 Global Data Center GPU Market, By Function, 2023 - 2030, USD Million
  • TABLE 19 Global Training Market, By Region, 2019 - 2022, USD Million
  • TABLE 20 Global Training Market, By Region, 2023 - 2030, USD Million
  • TABLE 21 Global Inference Market, By Region, 2019 - 2022, USD Million
  • TABLE 22 Global Inference Market, By Region, 2023 - 2030, USD Million
  • TABLE 23 Global Data Center GPU Market, By Region, 2019 - 2022, USD Million
  • TABLE 24 Global Data Center GPU Market, By Region, 2023 - 2030, USD Million
  • TABLE 25 North America Data Center GPU Market, 2019 - 2022, USD Million
  • TABLE 26 North America Data Center GPU Market, 2023 - 2030, USD Million
  • TABLE 27 North America Data Center GPU Market, By End User, 2019 - 2022, USD Million
  • TABLE 28 North America Data Center GPU Market, By End User, 2023 - 2030, USD Million
  • TABLE 29 North America Cloud Service Providers Market, By Country, 2019 - 2022, USD Million
  • TABLE 30 North America Cloud Service Providers Market, By Country, 2023 - 2030, USD Million
  • TABLE 31 North America Enterprises Market, By Country, 2019 - 2022, USD Million
  • TABLE 32 North America Enterprises Market, By Country, 2023 - 2030, USD Million
  • TABLE 33 North America Government Market, By Country, 2019 - 2022, USD Million
  • TABLE 34 North America Government Market, By Country, 2023 - 2030, USD Million
  • TABLE 35 North America Data Center GPU Market, By Deployment Type, 2019 - 2022, USD Million
  • TABLE 36 North America Data Center GPU Market, By Deployment Type, 2023 - 2030, USD Million
  • TABLE 37 North America On-premise Market, By Country, 2019 - 2022, USD Million
  • TABLE 38 North America On-premise Market, By Country, 2023 - 2030, USD Million
  • TABLE 39 North America Cloud Market, By Country, 2019 - 2022, USD Million
  • TABLE 40 North America Cloud Market, By Country, 2023 - 2030, USD Million
  • TABLE 41 North America Data Center GPU Market, By Function, 2019 - 2022, USD Million
  • TABLE 42 North America Data Center GPU Market, By Function, 2023 - 2030, USD Million
  • TABLE 43 North America Training Market, By Country, 2019 - 2022, USD Million
  • TABLE 44 North America Training Market, By Country, 2023 - 2030, USD Million
  • TABLE 45 North America Inference Market, By Country, 2019 - 2022, USD Million
  • TABLE 46 North America Inference Market, By Country, 2023 - 2030, USD Million
  • TABLE 47 North America Data Center GPU Market, By Country, 2019 - 2022, USD Million
  • TABLE 48 North America Data Center GPU Market, By Country, 2023 - 2030, USD Million
  • TABLE 49 US Data Center GPU Market, 2019 - 2022, USD Million
  • TABLE 50 US Data Center GPU Market, 2023 - 2030, USD Million
  • TABLE 51 US Data Center GPU Market, By End User, 2019 - 2022, USD Million
  • TABLE 52 US Data Center GPU Market, By End User, 2023 - 2030, USD Million
  • TABLE 53 US Data Center GPU Market, By Deployment Type, 2019 - 2022, USD Million
  • TABLE 54 US Data Center GPU Market, By Deployment Type, 2023 - 2030, USD Million
  • TABLE 55 US Data Center GPU Market, By Function, 2019 - 2022, USD Million
  • TABLE 56 US Data Center GPU Market, By Function, 2023 - 2030, USD Million
  • TABLE 57 Canada Data Center GPU Market, 2019 - 2022, USD Million
  • TABLE 58 Canada Data Center GPU Market, 2023 - 2030, USD Million
  • TABLE 59 Canada Data Center GPU Market, By End User, 2019 - 2022, USD Million
  • TABLE 60 Canada Data Center GPU Market, By End User, 2023 - 2030, USD Million
  • TABLE 61 Canada Data Center GPU Market, By Deployment Type, 2019 - 2022, USD Million
  • TABLE 62 Canada Data Center GPU Market, By Deployment Type, 2023 - 2030, USD Million
  • TABLE 63 Canada Data Center GPU Market, By Function, 2019 - 2022, USD Million
  • TABLE 64 Canada Data Center GPU Market, By Function, 2023 - 2030, USD Million
  • TABLE 65 Mexico Data Center GPU Market, 2019 - 2022, USD Million
  • TABLE 66 Mexico Data Center GPU Market, 2023 - 2030, USD Million
  • TABLE 67 Mexico Data Center GPU Market, By End User, 2019 - 2022, USD Million
  • TABLE 68 Mexico Data Center GPU Market, By End User, 2023 - 2030, USD Million
  • TABLE 69 Mexico Data Center GPU Market, By Deployment Type, 2019 - 2022, USD Million
  • TABLE 70 Mexico Data Center GPU Market, By Deployment Type, 2023 - 2030, USD Million
  • TABLE 71 Mexico Data Center GPU Market, By Function, 2019 - 2022, USD Million
  • TABLE 72 Mexico Data Center GPU Market, By Function, 2023 - 2030, USD Million
  • TABLE 73 Rest of North America Data Center GPU Market, 2019 - 2022, USD Million
  • TABLE 74 Rest of North America Data Center GPU Market, 2023 - 2030, USD Million
  • TABLE 75 Rest of North America Data Center GPU Market, By End User, 2019 - 2022, USD Million
  • TABLE 76 Rest of North America Data Center GPU Market, By End User, 2023 - 2030, USD Million
  • TABLE 77 Rest of North America Data Center GPU Market, By Deployment Type, 2019 - 2022, USD Million
  • TABLE 78 Rest of North America Data Center GPU Market, By Deployment Type, 2023 - 2030, USD Million
  • TABLE 79 Rest of North America Data Center GPU Market, By Function, 2019 - 2022, USD Million
  • TABLE 80 Rest of North America Data Center GPU Market, By Function, 2023 - 2030, USD Million
  • TABLE 81 Europe Data Center GPU Market, 2019 - 2022, USD Million
  • TABLE 82 Europe Data Center GPU Market, 2023 - 2030, USD Million
  • TABLE 83 Europe Data Center GPU Market, By End User, 2019 - 2022, USD Million
  • TABLE 84 Europe Data Center GPU Market, By End User, 2023 - 2030, USD Million
  • TABLE 85 Europe Cloud Service Providers Market, By Country, 2019 - 2022, USD Million
  • TABLE 86 Europe Cloud Service Providers Market, By Country, 2023 - 2030, USD Million
  • TABLE 87 Europe Enterprises Market, By Country, 2019 - 2022, USD Million
  • TABLE 88 Europe Enterprises Market, By Country, 2023 - 2030, USD Million
  • TABLE 89 Europe Government Market, By Country, 2019 - 2022, USD Million
  • TABLE 90 Europe Government Market, By Country, 2023 - 2030, USD Million
  • TABLE 91 Europe Data Center GPU Market, By Deployment Type, 2019 - 2022, USD Million
  • TABLE 92 Europe Data Center GPU Market, By Deployment Type, 2023 - 2030, USD Million
  • TABLE 93 Europe On-premise Market, By Country, 2019 - 2022, USD Million
  • TABLE 94 Europe On-premise Market, By Country, 2023 - 2030, USD Million
  • TABLE 95 Europe Cloud Market, By Country, 2019 - 2022, USD Million
  • TABLE 96 Europe Cloud Market, By Country, 2023 - 2030, USD Million
  • TABLE 97 Europe Data Center GPU Market, By Function, 2019 - 2022, USD Million
  • TABLE 98 Europe Data Center GPU Market, By Function, 2023 - 2030, USD Million
  • TABLE 99 Europe Training Market, By Country, 2019 - 2022, USD Million
  • TABLE 100 Europe Training Market, By Country, 2023 - 2030, USD Million
  • TABLE 101 Europe Inference Market, By Country, 2019 - 2022, USD Million
  • TABLE 102 Europe Inference Market, By Country, 2023 - 2030, USD Million
  • TABLE 103 Europe Data Center GPU Market, By Country, 2019 - 2022, USD Million
  • TABLE 104 Europe Data Center GPU Market, By Country, 2023 - 2030, USD Million
  • TABLE 105 Germany Data Center GPU Market, 2019 - 2022, USD Million
  • TABLE 106 Germany Data Center GPU Market, 2023 - 2030, USD Million
  • TABLE 107 Germany Data Center GPU Market, By End User, 2019 - 2022, USD Million
  • TABLE 108 Germany Data Center GPU Market, By End User, 2023 - 2030, USD Million
  • TABLE 109 Germany Data Center GPU Market, By Deployment Type, 2019 - 2022, USD Million
  • TABLE 110 Germany Data Center GPU Market, By Deployment Type, 2023 - 2030, USD Million
  • TABLE 111 Germany Data Center GPU Market, By Function, 2019 - 2022, USD Million
  • TABLE 112 Germany Data Center GPU Market, By Function, 2023 - 2030, USD Million
  • TABLE 113 UK Data Center GPU Market, 2019 - 2022, USD Million
  • TABLE 114 UK Data Center GPU Market, 2023 - 2030, USD Million
  • TABLE 115 UK Data Center GPU Market, By End User, 2019 - 2022, USD Million
  • TABLE 116 UK Data Center GPU Market, By End User, 2023 - 2030, USD Million
  • TABLE 117 UK Data Center GPU Market, By Deployment Type, 2019 - 2022, USD Million
  • TABLE 118 UK Data Center GPU Market, By Deployment Type, 2023 - 2030, USD Million
  • TABLE 119 UK Data Center GPU Market, By Function, 2019 - 2022, USD Million
  • TABLE 120 UK Data Center GPU Market, By Function, 2023 - 2030, USD Million
  • TABLE 121 France Data Center GPU Market, 2019 - 2022, USD Million
  • TABLE 122 France Data Center GPU Market, 2023 - 2030, USD Million
  • TABLE 123 France Data Center GPU Market, By End User, 2019 - 2022, USD Million
  • TABLE 124 France Data Center GPU Market, By End User, 2023 - 2030, USD Million
  • TABLE 125 France Data Center GPU Market, By Deployment Type, 2019 - 2022, USD Million
  • TABLE 126 France Data Center GPU Market, By Deployment Type, 2023 - 2030, USD Million
  • TABLE 127 France Data Center GPU Market, By Function, 2019 - 2022, USD Million
  • TABLE 128 France Data Center GPU Market, By Function, 2023 - 2030, USD Million
  • TABLE 129 Russia Data Center GPU Market, 2019 - 2022, USD Million
  • TABLE 130 Russia Data Center GPU Market, 2023 - 2030, USD Million
  • TABLE 131 Russia Data Center GPU Market, By End User, 2019 - 2022, USD Million
  • TABLE 132 Russia Data Center GPU Market, By End User, 2023 - 2030, USD Million
  • TABLE 133 Russia Data Center GPU Market, By Deployment Type, 2019 - 2022, USD Million
  • TABLE 134 Russia Data Center GPU Market, By Deployment Type, 2023 - 2030, USD Million
  • TABLE 135 Russia Data Center GPU Market, By Function, 2019 - 2022, USD Million
  • TABLE 136 Russia Data Center GPU Market, By Function, 2023 - 2030, USD Million
  • TABLE 137 Spain Data Center GPU Market, 2019 - 2022, USD Million
  • TABLE 138 Spain Data Center GPU Market, 2023 - 2030, USD Million
  • TABLE 139 Spain Data Center GPU Market, By End User, 2019 - 2022, USD Million
  • TABLE 140 Spain Data Center GPU Market, By End User, 2023 - 2030, USD Million
  • TABLE 141 Spain Data Center GPU Market, By Deployment Type, 2019 - 2022, USD Million
  • TABLE 142 Spain Data Center GPU Market, By Deployment Type, 2023 - 2030, USD Million
  • TABLE 143 Spain Data Center GPU Market, By Function, 2019 - 2022, USD Million
  • TABLE 144 Spain Data Center GPU Market, By Function, 2023 - 2030, USD Million
  • TABLE 145 Italy Data Center GPU Market, 2019 - 2022, USD Million
  • TABLE 146 Italy Data Center GPU Market, 2023 - 2030, USD Million
  • TABLE 147 Italy Data Center GPU Market, By End User, 2019 - 2022, USD Million
  • TABLE 148 Italy Data Center GPU Market, By End User, 2023 - 2030, USD Million
  • TABLE 149 Italy Data Center GPU Market, By Deployment Type, 2019 - 2022, USD Million
  • TABLE 150 Italy Data Center GPU Market, By Deployment Type, 2023 - 2030, USD Million
  • TABLE 151 Italy Data Center GPU Market, By Function, 2019 - 2022, USD Million
  • TABLE 152 Italy Data Center GPU Market, By Function, 2023 - 2030, USD Million
  • TABLE 153 Rest of Europe Data Center GPU Market, 2019 - 2022, USD Million
  • TABLE 154 Rest of Europe Data Center GPU Market, 2023 - 2030, USD Million
  • TABLE 155 Rest of Europe Data Center GPU Market, By End User, 2019 - 2022, USD Million
  • TABLE 156 Rest of Europe Data Center GPU Market, By End User, 2023 - 2030, USD Million
  • TABLE 157 Rest of Europe Data Center GPU Market, By Deployment Type, 2019 - 2022, USD Million
  • TABLE 158 Rest of Europe Data Center GPU Market, By Deployment Type, 2023 - 2030, USD Million
  • TABLE 159 Rest of Europe Data Center GPU Market, By Function, 2019 - 2022, USD Million
  • TABLE 160 Rest of Europe Data Center GPU Market, By Function, 2023 - 2030, USD Million
  • TABLE 161 Asia Pacific Data Center GPU Market, 2019 - 2022, USD Million
  • TABLE 162 Asia Pacific Data Center GPU Market, 2023 - 2030, USD Million
  • TABLE 163 Asia Pacific Data Center GPU Market, By End User, 2019 - 2022, USD Million
  • TABLE 164 Asia Pacific Data Center GPU Market, By End User, 2023 - 2030, USD Million
  • TABLE 165 Asia Pacific Cloud Service Providers Market, By Country, 2019 - 2022, USD Million
  • TABLE 166 Asia Pacific Cloud Service Providers Market, By Country, 2023 - 2030, USD Million
  • TABLE 167 Asia Pacific Enterprises Market, By Country, 2019 - 2022, USD Million
  • TABLE 168 Asia Pacific Enterprises Market, By Country, 2023 - 2030, USD Million
  • TABLE 169 Asia Pacific Government Market, By Country, 2019 - 2022, USD Million
  • TABLE 170 Asia Pacific Government Market, By Country, 2023 - 2030, USD Million
  • TABLE 171 Asia Pacific Data Center GPU Market, By Deployment Type, 2019 - 2022, USD Million
  • TABLE 172 Asia Pacific Data Center GPU Market, By Deployment Type, 2023 - 2030, USD Million
  • TABLE 173 Asia Pacific On-premise Market, By Country, 2019 - 2022, USD Million
  • TABLE 174 Asia Pacific On-premise Market, By Country, 2023 - 2030, USD Million
  • TABLE 175 Asia Pacific Cloud Market, By Country, 2019 - 2022, USD Million
  • TABLE 176 Asia Pacific Cloud Market, By Country, 2023 - 2030, USD Million
  • TABLE 177 Asia Pacific Data Center GPU Market, By Function, 2019 - 2022, USD Million
  • TABLE 178 Asia Pacific Data Center GPU Market, By Function, 2023 - 2030, USD Million
  • TABLE 179 Asia Pacific Training Market, By Country, 2019 - 2022, USD Million
  • TABLE 180 Asia Pacific Training Market, By Country, 2023 - 2030, USD Million
  • TABLE 181 Asia Pacific Inference Market, By Country, 2019 - 2022, USD Million
  • TABLE 182 Asia Pacific Inference Market, By Country, 2023 - 2030, USD Million
  • TABLE 183 Asia Pacific Data Center GPU Market, By Country, 2019 - 2022, USD Million
  • TABLE 184 Asia Pacific Data Center GPU Market, By Country, 2023 - 2030, USD Million
  • TABLE 185 China Data Center GPU Market, 2019 - 2022, USD Million
  • TABLE 186 China Data Center GPU Market, 2023 - 2030, USD Million
  • TABLE 187 China Data Center GPU Market, By End User, 2019 - 2022, USD Million
  • TABLE 188 China Data Center GPU Market, By End User, 2023 - 2030, USD Million
  • TABLE 189 China Data Center GPU Market, By Deployment Type, 2019 - 2022, USD Million
  • TABLE 190 China Data Center GPU Market, By Deployment Type, 2023 - 2030, USD Million
  • TABLE 191 China Data Center GPU Market, By Function, 2019 - 2022, USD Million
  • TABLE 192 China Data Center GPU Market, By Function, 2023 - 2030, USD Million
  • TABLE 193 Japan Data Center GPU Market, 2019 - 2022, USD Million
  • TABLE 194 Japan Data Center GPU Market, 2023 - 2030, USD Million
  • TABLE 195 Japan Data Center GPU Market, By End User, 2019 - 2022, USD Million
  • TABLE 196 Japan Data Center GPU Market, By End User, 2023 - 2030, USD Million
  • TABLE 197 Japan Data Center GPU Market, By Deployment Type, 2019 - 2022, USD Million
  • TABLE 198 Japan Data Center GPU Market, By Deployment Type, 2023 - 2030, USD Million
  • TABLE 199 Japan Data Center GPU Market, By Function, 2019 - 2022, USD Million
  • TABLE 200 Japan Data Center GPU Market, By Function, 2023 - 2030, USD Million
  • TABLE 201 India Data Center GPU Market, 2019 - 2022, USD Million
  • TABLE 202 India Data Center GPU Market, 2023 - 2030, USD Million
  • TABLE 203 India Data Center GPU Market, By End User, 2019 - 2022, USD Million
  • TABLE 204 India Data Center GPU Market, By End User, 2023 - 2030, USD Million
  • TABLE 205 India Data Center GPU Market, By Deployment Type, 2019 - 2022, USD Million
  • TABLE 206 India Data Center GPU Market, By Deployment Type, 2023 - 2030, USD Million
  • TABLE 207 India Data Center GPU Market, By Function, 2019 - 2022, USD Million
  • TABLE 208 India Data Center GPU Market, By Function, 2023 - 2030, USD Million
  • TABLE 209 South Korea Data Center GPU Market, 2019 - 2022, USD Million
  • TABLE 210 South Korea Data Center GPU Market, 2023 - 2030, USD Million
  • TABLE 211 South Korea Data Center GPU Market, By End User, 2019 - 2022, USD Million
  • TABLE 212 South Korea Data Center GPU Market, By End User, 2023 - 2030, USD Million
  • TABLE 213 South Korea Data Center GPU Market, By Deployment Type, 2019 - 2022, USD Million
  • TABLE 214 South Korea Data Center GPU Market, By Deployment Type, 2023 - 2030, USD Million
  • TABLE 215 South Korea Data Center GPU Market, By Function, 2019 - 2022, USD Million
  • TABLE 216 South Korea Data Center GPU Market, By Function, 2023 - 2030, USD Million
  • TABLE 217 Singapore Data Center GPU Market, 2019 - 2022, USD Million
  • TABLE 218 Singapore Data Center GPU Market, 2023 - 2030, USD Million
  • TABLE 219 Singapore Data Center GPU Market, By End User, 2019 - 2022, USD Million
  • TABLE 220 Singapore Data Center GPU Market, By End User, 2023 - 2030, USD Million
  • TABLE 221 Singapore Data Center GPU Market, By Deployment Type, 2019 - 2022, USD Million
  • TABLE 222 Singapore Data Center GPU Market, By Deployment Type, 2023 - 2030, USD Million
  • TABLE 223 Singapore Data Center GPU Market, By Function, 2019 - 2022, USD Million
  • TABLE 224 Singapore Data Center GPU Market, By Function, 2023 - 2030, USD Million
  • TABLE 225 Malaysia Data Center GPU Market, 2019 - 2022, USD Million
  • TABLE 226 Malaysia Data Center GPU Market, 2023 - 2030, USD Million
  • TABLE 227 Malaysia Data Center GPU Market, By End User, 2019 - 2022, USD Million
  • TABLE 228 Malaysia Data Center GPU Market, By End User, 2023 - 2030, USD Million
  • TABLE 229 Malaysia Data Center GPU Market, By Deployment Type, 2019 - 2022, USD Million
  • TABLE 230 Malaysia Data Center GPU Market, By Deployment Type, 2023 - 2030, USD Million
  • TABLE 231 Malaysia Data Center GPU Market, By Function, 2019 - 2022, USD Million
  • TABLE 232 Malaysia Data Center GPU Market, By Function, 2023 - 2030, USD Million
  • TABLE 233 Rest of Asia Pacific Data Center GPU Market, 2019 - 2022, USD Million
  • TABLE 234 Rest of Asia Pacific Data Center GPU Market, 2023 - 2030, USD Million
  • TABLE 235 Rest of Asia Pacific Data Center GPU Market, By End User, 2019 - 2022, USD Million
  • TABLE 236 Rest of Asia Pacific Data Center GPU Market, By End User, 2023 - 2030, USD Million
  • TABLE 237 Rest of Asia Pacific Data Center GPU Market, By Deployment Type, 2019 - 2022, USD Million
  • TABLE 238 Rest of Asia Pacific Data Center GPU Market, By Deployment Type, 2023 - 2030, USD Million
  • TABLE 239 Rest of Asia Pacific Data Center GPU Market, By Function, 2019 - 2022, USD Million
  • TABLE 240 Rest of Asia Pacific Data Center GPU Market, By Function, 2023 - 2030, USD Million
  • TABLE 241 LAMEA Data Center GPU Market, 2019 - 2022, USD Million
  • TABLE 242 LAMEA Data Center GPU Market, 2023 - 2030, USD Million
  • TABLE 243 LAMEA Data Center GPU Market, By End User, 2019 - 2022, USD Million
  • TABLE 244 LAMEA Data Center GPU Market, By End User, 2023 - 2030, USD Million
  • TABLE 245 LAMEA Cloud Service Providers Market, By Country, 2019 - 2022, USD Million
  • TABLE 246 LAMEA Cloud Service Providers Market, By Country, 2023 - 2030, USD Million
  • TABLE 247 LAMEA Enterprises Market, By Country, 2019 - 2022, USD Million
  • TABLE 248 LAMEA Enterprises Market, By Country, 2023 - 2030, USD Million
  • TABLE 249 LAMEA Government Market, By Country, 2019 - 2022, USD Million
  • TABLE 250 LAMEA Government Market, By Country, 2023 - 2030, USD Million
  • TABLE 251 LAMEA Data Center GPU Market, By Deployment Type, 2019 - 2022, USD Million
  • TABLE 252 LAMEA Data Center GPU Market, By Deployment Type, 2023 - 2030, USD Million
  • TABLE 253 LAMEA On-premise Market, By Country, 2019 - 2022, USD Million
  • TABLE 254 LAMEA On-premise Market, By Country, 2023 - 2030, USD Million
  • TABLE 255 LAMEA Cloud Market, By Country, 2019 - 2022, USD Million
  • TABLE 256 LAMEA Cloud Market, By Country, 2023 - 2030, USD Million
  • TABLE 257 LAMEA Data Center GPU Market, By Function, 2019 - 2022, USD Million
  • TABLE 258 LAMEA Data Center GPU Market, By Function, 2023 - 2030, USD Million
  • TABLE 259 LAMEA Training Market, By Country, 2019 - 2022, USD Million
  • TABLE 260 LAMEA Training Market, By Country, 2023 - 2030, USD Million
  • TABLE 261 LAMEA Inference Market, By Country, 2019 - 2022, USD Million
  • TABLE 262 LAMEA Inference Market, By Country, 2023 - 2030, USD Million
  • TABLE 263 LAMEA Data Center GPU Market, By Country, 2019 - 2022, USD Million
  • TABLE 264 LAMEA Data Center GPU Market, By Country, 2023 - 2030, USD Million
  • TABLE 265 Brazil Data Center GPU Market, 2019 - 2022, USD Million
  • TABLE 266 Brazil Data Center GPU Market, 2023 - 2030, USD Million
  • TABLE 267 Brazil Data Center GPU Market, By End User, 2019 - 2022, USD Million
  • TABLE 268 Brazil Data Center GPU Market, By End User, 2023 - 2030, USD Million
  • TABLE 269 Brazil Data Center GPU Market, By Deployment Type, 2019 - 2022, USD Million
  • TABLE 270 Brazil Data Center GPU Market, By Deployment Type, 2023 - 2030, USD Million
  • TABLE 271 Brazil Data Center GPU Market, By Function, 2019 - 2022, USD Million
  • TABLE 272 Brazil Data Center GPU Market, By Function, 2023 - 2030, USD Million
  • TABLE 273 Argentina Data Center GPU Market, 2019 - 2022, USD Million
  • TABLE 274 Argentina Data Center GPU Market, 2023 - 2030, USD Million
  • TABLE 275 Argentina Data Center GPU Market, By End User, 2019 - 2022, USD Million
  • TABLE 276 Argentina Data Center GPU Market, By End User, 2023 - 2030, USD Million
  • TABLE 277 Argentina Data Center GPU Market, By Deployment Type, 2019 - 2022, USD Million
  • TABLE 278 Argentina Data Center GPU Market, By Deployment Type, 2023 - 2030, USD Million
  • TABLE 279 Argentina Data Center GPU Market, By Function, 2019 - 2022, USD Million
  • TABLE 280 Argentina Data Center GPU Market, By Function, 2023 - 2030, USD Million
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