Data Center GPU Market Size - By Deployment Model (On-Premises, Cloud), Function (Training, Inference), End User (Cloud Service Providers, Enterprises, Government), Growth Prospects, Regional Outlook & Global Forecast, 2024 - 2032

Data Center GPU Market Size - By Deployment Model (On-Premises, Cloud), Function (Training, Inference), End User (Cloud Service Providers, Enterprises, Government), Growth Prospects, Regional Outlook & Global Forecast, 2024 - 2032

Data Center GPU Market is anticipated to register a CAGR of over 28.5% between 2024 and 2032, driven by the increasing demand for high-performance computing (HPC) and data-intensive applications. GPUs excel at processing tasks, making them ideal for handling complex computations in fields including AI, ML, and scientific research. In December 2023, IIT Bhubaneswar, India, established a new AI and HPC Research Center (AHRC) to conduct interdisciplinary and collaborative research in the fields of AI and High-Performance Computing.

Cloud service providers leverage GPUs to enhance the processing power of virtual machines, enabling them to cater to diverse workloads efficiently. This is particularly prominent as businesses across sectors shift towards cloud-based solutions, further fueling the demand for powerful GPU setups in data centers.

Data center GPU industry is classified based on deployment model, function, end user, and region.

Inference segment is slated to witness substantial growth during 2024-2032, owing to the increasing deployment of artificial intelligence (AI) applications, particularly in fields such as image recognition, natural language processing, and autonomous systems. The emphasis on inference capabilities, where pre-trained models make real-time decisions, contributed to the industry growth.

As per end user scope, government segment is predicted to witness decent growth through 2032, due to the increasing reliance on advanced computing technologies for data-intensive applications. Government agencies are increasingly relying on data center GPUs to enhance capabilities in areas such as data analytics, simulation, and cybersecurity. The ever-increasing volume of data generated, and the subsequent need to process it while ensuring data security will bolster the segment share.

Europe data centers GPU industry is poised to generate revenues over the forecast period, backed by increasing emphasis on sustainability and energy efficiency in data centers. The rising adoption of GPU-accelerated applications in industries such as healthcare, finance, and manufacturing, along with the innovation and digital transformation, contribute to the market expansion in Europe.

Chapter 1 Methodology & Scope
1.1 Market scope & definition
1.2 Base estimates & calculations
1.3 Forecast calculation
1.4 Data sources
1.4.1 Primary
1.4.2 Secondary Paid sources Public sources
Chapter 2 Executive Summary
2.1 Data center GPU market 360 degree synopsis, 2018 - 2032
2.2 Business trends
2.2.1 Total Addressable Market (TAM), 2024-2032
2.3 Regional trends
2.4 Deployment model trends
2.5 Function trends
2.6 End user trends
Chapter 3 Data Center GPU Industry Insights
3.1 Industry ecosystem analysis
3.2 Supplier Landscape
3.2.1 Raw material and component suppliers
3.2.2 Manufacturers
3.2.3 Software and Technology providers
3.2.4 Service providers
3.2.5 End user
3.3 Profit margin analysis
3.4 Technology & innovation landscape
3.5 Patent analysis
3.6 Key news and initiatives
3.6.1 Partnership/Collaboration
3.6.2 Merger/Acquisition
3.6.3 Investment
3.6.4 Deployment model launch & innovation
3.7 Regulatory landscape
3.8 Impact forces
3.8.1 Growth drivers Rising demand for AI and machine learning Emergence of edge computing Advancements in data visualization and rendering Parallel processing for scientific research
3.8.2 Industry pitfalls & challenges High initial costs Power consumption and cooling requirements
3.9 Growth potential analysis
3.10 Porter’s analysis
3.11 PESTEL analysis
Chapter 4 Competitive Landscape, 2023
4.1 Introduction
4.2 Company market share, 2023
4.3 Competitive analysis of major market players, 2023
4.3.1 NVIDIA Corporation
4.3.2 Intel Corporation
4.3.3 Advanced Micro Devices, Inc
4.3.4 Samsung Electronics Co., Ltd.
4.3.5 Huawei Technologies Co., Ltd.
4.3.6 Advantech Co., Ltd.
4.4 Competitive positioning matrix, 2023
4.5 Strategic outlook matrix, 2023
Chapter 5 Data Center GPU Market Estimates & Forecast, By Deployment Model (Revenue)
5.1 Key trends, by deployment model
5.2 On-premises
5.3 Cloud
Chapter 6 Data Center GPU Market Estimates & Forecast, By Function (Revenue)
6.1 Key trends, by function
6.2 Training
6.3 Inference
Chapter 7 Data Center GPU Market Estimates & Forecast, By End user (Revenue)
7.1 Key trends, by end user
7.2 Cloud service providers
7.3 Enterprises
7.4 Government
Chapter 8 Data Center GPU Market Estimates & Forecast, By Region (Revenue)
8.1 Key trends, by region
8.2 North America
8.2.1 U.S.
8.2.2 Canada
8.3 Europe
8.3.1 UK
8.3.2 Germany
8.3.3 France
8.3.4 Italy
8.3.5 Spain
8.3.6 Nordics
8.4 Asia Pacific
8.4.1 China
8.4.2 India
8.4.3 Japan
8.4.4 Australia
8.4.5 South Korea
8.4.6 Singapore
8.5 Latin America
8.5.1 Brazil
8.5.2 Mexico
8.5.3 Argentina
8.6 MEA
8.6.1 UAE
8.6.2 Saudi Arabia
8.6.3 South Africa
Chapter 9 Company Profiles
9.1 Advanced Micro Devices, Inc
9.2 Advantech Co., Ltd.
9.3 Apple Inc.
9.4 Arm Ltd.
9.5 GIGABYTE Technology Co., Ltd.
9.6 Google Inc.
9.7 Graphcore
9.8 Huawei Technologies Co., Ltd.
9.9 Imagination Technologies
9.10 Intel Corporation
9.11 IBM Corporation
9.12 Microchip Technology Inc.
9.13 Micron Technology, Inc.
9.14 Microsoft Corporation
9.15 Nimbix, Inc.
9.16 NVIDIA Corporation
9.17 Penguin Computing, Inc
9.18 Qualcomm Technologies, Inc.
9.19 Samsung Electronics Co., Ltd.
9.20 ZOTAC Technology Ltd.

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