Data Center GPU Market by Function (Inference, Training), Deployment (On-Cloud, On-Premise), End-User - Global Forecast 2024-2030

Data Center GPU Market by Function (Inference, Training), Deployment (On-Cloud, On-Premise), End-User - Global Forecast 2024-2030


The Data Center GPU Market size was estimated at USD 15.11 billion in 2023 and expected to reach USD 17.70 billion in 2024, at a CAGR 17.83% to reach USD 47.67 billion by 2030.

A data center GPU, or graphics processing unit, is a specialized electronic circuit developed to rapidly influence and alter memory to rev the creation of pictures in a frame buffer intended for output to a display device. GPUs are broadly utilized in modern data centers to effectively execute tasks requiring vast computational power, as an essential computer hardware component. Modern data centers aim to deliver high levels of computational performance while maintaining energy efficiency. Achieving this balance is complex due to the volume and intricacy of contemporary technological workloads. Therefore, the role of GPUs within data centers, particularly those focused on services such as scalable cloud computing, data analytics, and machine learning, has become increasingly important. The escalating demand for data center services across various end-user industries, the increasing trend of GPU virtualizations, and the rising deployment of cloud-based services increase the adoption of data center GPU. However, the high maintenance and acquisition costs make it economically inaccessible for smaller businesses or startups. Nevertheless, Areas including edge computing, quantum computing, and cryptocurrency operations are expected to offer potential market innovation spaces.

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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. Increasing digitalization across businesses worldwide
5.1.1.2. Growing trend of GPU virtualizations and rising deployment of cloud-based services
5.1.1.3. Surge in high-resolution video content and increasingly complex graphics
5.1.2. Restraints
5.1.2.1. High maintenance and acquisition costs
5.1.3. Opportunities
5.1.3.1. Technological advancements in data center GPU’s
5.1.3.2. Expanding use of Edge and quantum computing
5.1.4. Challenges
5.1.4.1. Technical and operational issues in data center GPUs
5.2. Market Segmentation Analysis
5.2.1. Function: Burgeoning adoption of the graphics processing units (GPUs) for training
5.2.2. Deployment: Evolving On-cloud solutions offering superior scalability owing to the inherent elasticity of cloud infrastructures
5.2.3. End-User: Proliferating utilization of graphics processing units (GPUs) by cloud service Providers
5.3. Market Disruption Analysis
5.4. Porter’s Five Forces Analysis
5.4.1. Threat of New Entrants
5.4.2. Threat of Substitutes
5.4.3. Bargaining Power of Customers
5.4.4. Bargaining Power of Suppliers
5.4.5. Industry Rivalry
5.5. Value Chain & Critical Path Analysis
5.6. Pricing Analysis
5.7. Technology Analysis
5.8. Patent Analysis
5.9. Trade Analysis
5.10. Regulatory Framework Analysis
6. Data Center GPU Market, by Function
6.1. Introduction
6.2. Inference
6.3. Training
7. Data Center GPU Market, by Deployment
7.1. Introduction
7.2. On-Cloud
7.3. On-Premise
8. Data Center GPU Market, by End-User
8.1. Introduction
8.2. Cloud Service Providers
8.3. Enterprises
8.4. Government
9. Americas Data Center GPU Market
9.1. Introduction
9.2. Argentina
9.3. Brazil
9.4. Canada
9.5. Mexico
9.6. United States
10. Asia-Pacific Data Center GPU Market
10.1. Introduction
10.2. Australia
10.3. China
10.4. India
10.5. Indonesia
10.6. Japan
10.7. Malaysia
10.8. Philippines
10.9. Singapore
10.10. South Korea
10.11. Taiwan
10.12. Thailand
10.13. Vietnam
11. Europe, Middle East & Africa Data Center GPU Market
11.1. Introduction
11.2. Denmark
11.3. Egypt
11.4. Finland
11.5. France
11.6. Germany
11.7. Israel
11.8. Italy
11.9. Netherlands
11.10. Nigeria
11.11. Norway
11.12. Poland
11.13. Qatar
11.14. Russia
11.15. Saudi Arabia
11.16. South Africa
11.17. Spain
11.18. Sweden
11.19. Switzerland
11.20. Turkey
11.21. United Arab Emirates
11.22. United Kingdom
12. Competitive Landscape
12.1. Market Share Analysis, 2023
12.2. FPNV Positioning Matrix, 2023
12.3. Competitive Scenario Analysis
12.3.1. Cloudflare to Deploy Nvidia GPUs at the Edge for Generative AI Inference - in up to 300 Data Centers
12.3.2. Unveiling Intel Data Center GPU Max 1550: Redefining AI and High-Performance Computing Landscape
12.3.3. NVIDIA's Data Center Platform Play Unveiled At GTC 2023
12.4. Strategy Analysis & Recommendation
13. Competitive Portfolio
13.1. Key Company Profiles
13.2. Key Product Portfolio
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 2030 (%)
FIGURE 5. GLOBAL DATA CENTER GPU MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 6. DATA CENTER GPU MARKET DYNAMICS
FIGURE 7. GLOBAL DATA CENTER GPU MARKET SIZE, BY FUNCTION, 2023 VS 2030 (%)
FIGURE 8. GLOBAL DATA CENTER GPU MARKET SIZE, BY FUNCTION, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 9. GLOBAL DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT, 2023 VS 2030 (%)
FIGURE 10. GLOBAL DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 11. GLOBAL DATA CENTER GPU MARKET SIZE, BY END-USER, 2023 VS 2030 (%)
FIGURE 12. GLOBAL DATA CENTER GPU MARKET SIZE, BY END-USER, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 13. AMERICAS DATA CENTER GPU MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
FIGURE 14. AMERICAS DATA CENTER GPU MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 15. UNITED STATES DATA CENTER GPU MARKET SIZE, BY STATE, 2023 VS 2030 (%)
FIGURE 16. UNITED STATES DATA CENTER GPU MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 17. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
FIGURE 18. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 19. EUROPE, MIDDLE EAST & AFRICA DATA CENTER GPU MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
FIGURE 20. EUROPE, MIDDLE EAST & AFRICA DATA CENTER GPU MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 21. DATA CENTER GPU MARKET SHARE, BY KEY PLAYER, 2023
FIGURE 22. DATA CENTER GPU MARKET, FPNV POSITIONING MATRIX, 2023

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