Analysts’ Viewpoint on Market Scenario
Growth in demand for high-performance computing is expected to propel the data center accelerator market size during the forecast period. Increase in adoption of Artificial intelligence (AI) and machine learning (ML) technologies is also projected to boost demand for high-performance data center accelerators in the near future.
Rapid evolution of technology, especially in AI, data analytics, and cloud computing, has led to significant changes in the design, management, and operation of data centers. Data centers are incorporating specialized hardware, such as Graphics Processing Units (GPUs) and Tensor Processing Units (TPUs) to accelerate AI workloads. Vendors in the global data center accelerator industry are focusing on the development of high-performance GPUs to cater to different types of workloads such as gaming, graphics, AI, and scientific computing.
Data center accelerator is a hardware device that enhances computer performance by processing data. It helps enhance the use of AI-based services, thereby improving the performance of data centers. GPUs supplement and expedite the processing capabilities of Central Processing Units (CPUs), utilizing parallel computing to process large amounts of data more swiftly. Data centers that implement this acceleration can achieve superior economic advantages, offering unprecedented performance with less reliance on servers. This leads to quicker data interpretation and a lessened expense.
High-performance Computing (HPC) involves performing complex computations at very high speeds. These require significant processing power and memory, which large, dedicated data centers can provide. HPC applications often involve large volumes of data, requiring substantial storage capacity. Data centers can offer the storage solutions necessary to handle these data loads. Widespread adoption of AI and autonomous vehicles is boosting the need for powerful processors and accelerators, faster memory, and high-speed networking technologies. This, in turn, is expected to spur the data center accelerator market growth in the near future.
Effective high-speed networking is another important aspect of HPC, allowing for fast data transfer and communication between different nodes in an HPC system. Data centers provide the necessary high-speed interconnections. Accelerators, such as GPUs or Field Programmable Gate Arrays (FPGAs), are specialized hardware designed to accelerate specific workloads such as scientific simulations or machine learning.
Data centers can achieve faster processing times and handle more demanding workloads by offloading compute-intensive tasks to AI-based data center accelerators. This setup is commonly employed in scientific research, AI, and big data analytics. The data center's infrastructure is optimized to support these accelerators, ensuring maximum performance and scalability for high-performance computing tasks. Thus, surge in demand for HPC is boosting the data center accelerator market value.
Complexity and computational demands of AI and ML algorithms require specialized hardware to run effectively and efficiently. AI tools are revolutionizing various sectors, such as healthcare, manufacturing, transportation, and finance, by providing solutions that automate tasks, enhance productivity, and lead to more intelligent applications. Hence, growth in usage of AI and ML technologies is driving the data center accelerator market expansion.
Major cloud providers, including AWS, Google Cloud, and Azure, are offering AI-as-a-service. AWS, Google Cloud, and Azure offer various ML and AI services that require significant computational capabilities. AWS offers SageMaker, a fully managed service that provides developers and data scientists the ability to build, train, and deploy ML models quickly. Google Cloud AI provides user-friendly services for natural language, speech, vision, and prediction while Microsoft Azure includes a suite of AI and ML services including text analytics, computer vision, and custom ML models.
Rise in reliance on such services for business functions across industries is propelling the data center accelerator market progress. Data center accelerators enhance the capabilities of these AI services by speeding up data processing, thereby allowing businesses to generate insights more quickly.
According to the latest data center accelerator market trends, the GPU type segment is expected to dominate the industry during the forecast period. GPUs have emerged as the go-to accelerator in modern data centers due to their advantages in processing complex computations and handling large data workloads.
GPUs are designed to perform multiple operations concurrently, as opposed to CPUs that handle a few threads at high speed. This parallel processing is extremely beneficial for AI and ML workloads, which often involve processing large data sets. Most AI and ML frameworks, such as TensorFlow and PyTorch, have robust support for GPU acceleration. This compatibility makes GPUs an attractive choice for learning and inference. Major cloud providers, such as e AWS, Google Cloud, and Azure, use GPUs in their infrastructure to power their AI and ML services.
According to the latest data center accelerator market forecast, Asia Pacific is projected to hold largest share from 2023 to 2031. Rise in consumption of digital content and surge in data usage in China, India, Japan, and South Korea are fueling the market dynamics of the region.
Presence of tech giants, significant investment in data management, and rapid adoption of new technologies are major factors augmenting market statistics in North America. The U.S. is a key market for data center accelerators in the region.
Major vendors are developing robust and cost-effective accelerators to increase their data center accelerator market share. Data center accelerator companies are differentiating themselves by providing specialized ML services, AI frameworks, and tools. They are also developing energy-efficient data center accelerators.
Advanced Micro Devices, Advantech Co., Ltd., Cisco Systems, Inc., Dell Inc., Enflame Technology, Fujitsu, Alphabet Inc., Graphcore, Gyrfalcon Technology Inc., Huawei Technologies, Intel Corporation, Lattice Semiconductor, Leapmind Inc., Marvell, Meta Inc., Microchip Technology Inc., NEC Corporation, NVIDIA Corporation, Qnap Systems, Inc., Qualcomm Technologies, Inc., Sambanova Systems, Inc., Semptian, and Wave Computing Several are major players operating in this industry.
Each of these players has been profiled in the data center accelerator market report based on parameters such as company overview, financial overview, business strategies, product portfolio, business segments, and recent developments.
| Attribute | Detail |
|---|---|
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Market Value in 2022 |
US$ 14.4 Bn |
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Market Forecast Value in 2031 |
US$ 89.8 Bn |
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Growth Rate (CAGR) |
22.5% |
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Forecast Period |
2023-2031 |
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Historical Data Available for |
2017-2022 |
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Quantitative Units |
US$ Bn for Value and Million Units for Volume |
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Market Analysis |
It includes cross segment analysis at global as well as regional level. Furthermore, qualitative analysis includes drivers, restraints, opportunities, key trends, Porter’s Five Forces analysis, value chain analysis, and key trend analysis. |
|
Competition Landscape |
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|
Format |
Electronic (PDF) + Excel |
|
Market Segmentation |
|
|
Regions Covered |
|
|
Countries Covered |
|
|
Companies Profiled |
|
|
Customization Scope |
Available upon request |
|
Pricing |
Available upon request |
It was valued at US$ 14.4 Bn in 2022
It is projected to advance at a CAGR of 22.5% from 2031 to 2031
It is estimated to reach US$ 89.8 Bn by the end of 2031
Growth in demand for high-performance computing and increase in adoption of AI and ML technologies
Asia Pacific is anticipated to record the highest demand during the forecast period
Advanced Micro Devices, Advantech Co., Ltd., Cisco Systems, Inc., Dell Inc., Enflame Technology, Fujitsu, Alphabet Inc., Graphcore, Gyrfalcon Technology Inc., Huawei Technologies, Intel Corporation, Lattice Semiconductor, Leapmind Inc., Marvell, Meta Inc., Microchip Technology Inc., NEC Corporation, NVIDIA Corporation, Qnap Systems, Inc., Qualcomm Technologies, Inc., Sambanova Systems, Inc., Semptian, and Wave Computing
1. Preface
1.1. Market Introduction
1.2. Market and Segments Definition
1.3. Market Taxonomy
1.4. Research Methodology
1.5. Assumption and Acronyms
2. Executive Summary
2.1. Global Data Center Accelerator Market Overview
2.2. Regional Outline
2.3. Industry Outline
2.4. Market Dynamics Snapshot
2.5. Competition Blueprint
3. Market Dynamics
3.1. Macro-economic Factors
3.2. Drivers
3.3. Restraints
3.4. Opportunities
3.5. Key Trends
3.6. Regulatory Framework
4. Associated Industry and Key Indicator Assessment
4.1. Parent Industry Overview - Global Data Center Industry Overview
4.2. Supply Chain Analysis
4.3. Pricing Analysis
4.4. Technology Roadmap
4.5. Industry SWOT Analysis
4.6. Porter Five Forces Analysis
5. Global Data Center Accelerator Market Analysis, by Type
5.1. Data Center Accelerator Market Value (US$ Bn) and Volume (Million Units) Analysis & Forecast, By Type, 2017-2031
5.1.1. CPU
5.1.2. GPU
5.1.3. ASIC
5.1.4. FPGA
5.1.5. Others
5.2. Market Attractiveness Analysis, By Type
6. Global Data Center Accelerator Market Analysis, by Application
6.1. Data Center Accelerator Market Value (US$ Bn) Analysis & Forecast, By Application, 2017-2031
6.1.1. Advance Data Analytics
6.1.2. AI/ML Training and Inference
6.1.3. Computing
6.1.4. Security and Encryption
6.1.5. Network Functions
6.1.6. Others
6.2. Market Attractiveness Analysis, By Application
7. Global Data Center Accelerator Market Analysis and Forecast, by Region
7.1. Data Center Accelerator Market Value (US$ Bn) and Volume (Million Units) Analysis & Forecast, By Region, 2017-2031
7.1.1. North America
7.1.2. Europe
7.1.3. Asia Pacific
7.1.4. Middle East & Africa
7.1.5. South America
7.2. Market Attractiveness Analysis, By Region
8. North America Data Center Accelerator Market Analysis and Forecast
8.1. Market Snapshot
8.2. Drivers and Restraints: Impact Analysis
8.3. Data Center Accelerator Market Value (US$ Bn) and Volume (Million Units) Analysis & Forecast, By Type, 2017-2031
8.3.1. CPU
8.3.2. GPU
8.3.3. ASIC
8.3.4. FPGA
8.3.5. Others
8.4. Data Center Accelerator Market Value (US$ Bn) Analysis & Forecast, By Application, 2017-2031
8.4.1. Advance Data Analytics
8.4.2. AI/ML Training and Inference
8.4.3. Computing
8.4.4. Security and Encryption
8.4.5. Network Functions
8.4.6. Others
8.5. Data Center Accelerator Market Value (US$ Bn) and Volume (Million Units) Analysis & Forecast, By Country and Sub-region, 2017-2031
8.5.1. U.S.
8.5.2. Canada
8.5.3. Rest of North America
8.6. Market Attractiveness Analysis
8.6.1. By Type
8.6.2. By Application
8.6.3. By Country/Sub-region
9. Europe Data Center Accelerator Market Analysis and Forecast
9.1. Market Snapshot
9.2. Drivers and Restraints: Impact Analysis
9.3. Data Center Accelerator Market Value (US$ Bn) and Volume (Million Units) Analysis & Forecast, By Type, 2017-2031
9.3.1. CPU
9.3.2. GPU
9.3.3. ASIC
9.3.4. FPGA
9.3.5. Others
9.4. Data Center Accelerator Market Value (US$ Bn) Analysis & Forecast, By Application, 2017-2031
9.4.1. Advance Data Analytics
9.4.2. AI/ML Training and Inference
9.4.3. Computing
9.4.4. Security and Encryption
9.4.5. Network Functions
9.4.6. Others
9.5. Data Center Accelerator Market Value (US$ Bn) and Volume (Million Units) Analysis & Forecast, By Country and Sub-region, 2017-2031
9.5.1. U.K.
9.5.2. Germany
9.5.3. France
9.5.4. Rest of Europe
9.6. Market Attractiveness Analysis
9.6.1. By Type
9.6.2. By Application
9.6.3. By Country/Sub-region
10. Asia Pacific Data Center Accelerator Market Analysis and Forecast
10.1. Market Snapshot
10.2. Drivers and Restraints: Impact Analysis
10.3. Data Center Accelerator Market Value (US$ Bn) and Volume (Million Units) Analysis & Forecast, By Type, 2017-2031
10.3.1. CPU
10.3.2. GPU
10.3.3. ASIC
10.3.4. FPGA
10.3.5. Others
10.4. Data Center Accelerator Market Value (US$ Bn) Analysis & Forecast, By Application, 2017-2031
10.4.1. Advance Data Analytics
10.4.2. AI/ML Training and Inference
10.4.3. Computing
10.4.4. Security and Encryption
10.4.5. Network Functions
10.4.6. Others
10.5. Data Center Accelerator Market Value (US$ Bn) and Volume (Million Units) Analysis & Forecast, By Country and Sub-region, 2017-2031
10.5.1. China
10.5.2. Japan
10.5.3. India
10.5.4. South Korea
10.5.5. ASEAN
10.5.6. Rest of Asia Pacific
10.6. Market Attractiveness Analysis
10.6.1. By Type
10.6.2. By Application
10.6.3. By Country/Sub-region
11. Middle East & Africa Data Center Accelerator Market Analysis and Forecast
11.1. Market Snapshot
11.2. Drivers and Restraints: Impact Analysis
11.3. Data Center Accelerator Market Value (US$ Bn) and Volume (Million Units) Analysis & Forecast, By Type, 2017-2031
11.3.1. CPU
11.3.2. GPU
11.3.3. ASIC
11.3.4. FPGA
11.3.5. Others
11.4. Data Center Accelerator Market Value (US$ Bn) Analysis & Forecast, By Application, 2017-2031
11.4.1. Advance Data Analytics
11.4.2. AI/ML Training and Inference
11.4.3. Computing
11.4.4. Security and Encryption
11.4.5. Network Functions
11.4.6. Others
11.5. Data Center Accelerator Market Value (US$ Bn) and Volume (Million Units) Analysis & Forecast, By Country and Sub-region, 2017-2031
11.5.1. GCC
11.5.2. South Africa
11.5.3. Rest of Middle East & Africa
11.6. Market Attractiveness Analysis
11.6.1. By Type
11.6.2. By Application
11.6.3. By Country/Sub-region
12. South America Data Center Accelerator Market Analysis and Forecast
12.1. Market Snapshot
12.2. Drivers and Restraints: Impact Analysis
12.3. Data Center Accelerator Market Value (US$ Bn) and Volume (Million Units) Analysis & Forecast, By Type, 2017-2031
12.3.1. CPU
12.3.2. GPU
12.3.3. ASIC
12.3.4. FPGA
12.3.5. Others
12.4. Data Center Accelerator Market Value (US$ Bn) Analysis & Forecast, By Application, 2017-2031
12.4.1. Advance Data Analytics
12.4.2. AI/ML Training and Inference
12.4.3. Computing
12.4.4. Security and Encryption
12.4.5. Network Functions
12.4.6. Others
12.5. Data Center Accelerator Market Value (US$ Bn) and Volume (Million Units) Analysis & Forecast, By Country and Sub-region, 2017-2031
12.5.1. Brazil
12.5.2. Rest of South America
12.6. Market Attractiveness Analysis
12.6.1. By Type
12.6.2. By Application
12.6.3. By Country/Sub-region
13. Competition Assessment
13.1. Global Data Center Accelerator Market Competition Matrix - a Dashboard View
13.1.1. Global Data Center Accelerator Market Company Share Analysis, by Value (2022)
13.1.2. Technological Differentiator
14. Company Profiles (Global Manufacturers/Suppliers)
14.1. Advanced Micro Devices
14.1.1. Overview
14.1.2. Product Portfolio
14.1.3. Sales Footprint
14.1.4. Key Subsidiaries or Distributors
14.1.5. Strategy and Recent Developments
14.1.6. Key Financials
14.2. Advantech Co., Ltd.
14.2.1. Overview
14.2.2. Product Portfolio
14.2.3. Sales Footprint
14.2.4. Key Subsidiaries or Distributors
14.2.5. Strategy and Recent Developments
14.2.6. Key Financials
14.3. Cisco Systems, Inc.
14.3.1. Overview
14.3.2. Product Portfolio
14.3.3. Sales Footprint
14.3.4. Key Subsidiaries or Distributors
14.3.5. Strategy and Recent Developments
14.3.6. Key Financials
14.4. Dell Inc.
14.4.1. Overview
14.4.2. Product Portfolio
14.4.3. Sales Footprint
14.4.4. Key Subsidiaries or Distributors
14.4.5. Strategy and Recent Developments
14.4.6. Key Financials
14.5. Enflame Technology
14.5.1. Overview
14.5.2. Product Portfolio
14.5.3. Sales Footprint
14.5.4. Key Subsidiaries or Distributors
14.5.5. Strategy and Recent Developments
14.5.6. Key Financials
14.6. Fujitsu
14.6.1. Overview
14.6.2. Product Portfolio
14.6.3. Sales Footprint
14.6.4. Key Subsidiaries or Distributors
14.6.5. Strategy and Recent Developments
14.6.6. Key Financials
14.7. Alphabet Inc.
14.7.1. Overview
14.7.2. Product Portfolio
14.7.3. Sales Footprint
14.7.4. Key Subsidiaries or Distributors
14.7.5. Strategy and Recent Developments
14.7.6. Key Financials
14.8. Graphcore
14.8.1. Overview
14.8.2. Product Portfolio
14.8.3. Sales Footprint
14.8.4. Key Subsidiaries or Distributors
14.8.5. Strategy and Recent Developments
14.8.6. Key Financials
14.9. Gyrfalcon Technology Inc.
14.9.1. Overview
14.9.2. Product Portfolio
14.9.3. Sales Footprint
14.9.4. Key Subsidiaries or Distributors
14.9.5. Strategy and Recent Developments
14.9.6. Key Financials
14.10. Huawei Technologies
14.10.1. Overview
14.10.2. Product Portfolio
14.10.3. Sales Footprint
14.10.4. Key Subsidiaries or Distributors
14.10.5. Strategy and Recent Developments
14.10.6. Key Financials
14.11. Intel Corporation
14.11.1. Overview
14.11.2. Product Portfolio
14.11.3. Sales Footprint
14.11.4. Key Subsidiaries or Distributors
14.11.5. Strategy and Recent Developments
14.11.6. Key Financials
14.12. Lattice Semiconductor
14.12.1. Overview
14.12.2. Product Portfolio
14.12.3. Sales Footprint
14.12.4. Key Subsidiaries or Distributors
14.12.5. Strategy and Recent Developments
14.12.6. Key Financials
14.13. Leapmind Inc.
14.13.1. Overview
14.13.2. Product Portfolio
14.13.3. Sales Footprint
14.13.4. Key Subsidiaries or Distributors
14.13.5. Strategy and Recent Developments
14.13.6. Key Financials
14.14. Marvell
14.14.1. Overview
14.14.2. Product Portfolio
14.14.3. Sales Footprint
14.14.4. Key Subsidiaries or Distributors
14.14.5. Strategy and Recent Developments
14.14.6. Key Financials
14.15. Meta Inc.
14.15.1. Overview
14.15.2. Product Portfolio
14.15.3. Sales Footprint
14.15.4. Key Subsidiaries or Distributors
14.15.5. Strategy and Recent Developments
14.15.6. Key Financials
14.16. Microchip Technology Inc.
14.16.1. Overview
14.16.2. Product Portfolio
14.16.3. Sales Footprint
14.16.4. Key Subsidiaries or Distributors
14.16.5. Strategy and Recent Developments
14.16.6. Key Financials
14.17. NEC Corporation
14.17.1. Overview
14.17.2. Product Portfolio
14.17.3. Sales Footprint
14.17.4. Key Subsidiaries or Distributors
14.17.5. Strategy and Recent Developments
14.17.6. Key Financials
14.18. NVIDIA Corporation
14.18.1. Overview
14.18.2. Product Portfolio
14.18.3. Sales Footprint
14.18.4. Key Subsidiaries or Distributors
14.18.5. Strategy and Recent Developments
14.18.6. Key Financials
14.19. Qnap Systems, Inc.
14.19.1. Overview
14.19.2. Product Portfolio
14.19.3. Sales Footprint
14.19.4. Key Subsidiaries or Distributors
14.19.5. Strategy and Recent Developments
14.19.6. Key Financials
14.20. Qualcomm Technologies, Inc.
14.20.1. Overview
14.20.2. Product Portfolio
14.20.3. Sales Footprint
14.20.4. Key Subsidiaries or Distributors
14.20.5. Strategy and Recent Developments
14.20.6. Key Financials
14.21. Sambanova Systems, Inc.
14.21.1. Overview
14.21.2. Product Portfolio
14.21.3. Sales Footprint
14.21.4. Key Subsidiaries or Distributors
14.21.5. Strategy and Recent Developments
14.21.6. Key Financials
14.22. Semptian
14.22.1. Overview
14.22.2. Product Portfolio
14.22.3. Sales Footprint
14.22.4. Key Subsidiaries or Distributors
14.22.5. Strategy and Recent Developments
14.22.6. Key Financials
14.23. Wave Computing
14.23.1. Overview
14.23.2. Product Portfolio
14.23.3. Sales Footprint
14.23.4. Key Subsidiaries or Distributors
14.23.5. Strategy and Recent Developments
14.23.6. Key Financials
15. Recommendation
15.1. Identification of Potential Market Spaces
15.2. Preferred Sales & Marketing Strategy
List of Tables
Table 1: Global Data Center Accelerator Market Value (US$ Bn) & Forecast, by Type, 2017-2031
Table 2: Global Data Center Accelerator Market Volume (Million Units) & Forecast, by Type, 2017-2031
Table 3: Global Data Center Accelerator Market Value (US$ Bn) & Forecast, by Application, 2017-2031
Table 4: Global Data Center Accelerator Market Value (US$ Bn) & Forecast, by Region, 2017-2031
Table 5: Global Data Center Accelerator Market Volume (Million Units) & Forecast, by Region, 2017-2031
Table 6: North America Data Center Accelerator Market Value (US$ Bn) & Forecast, by Type, 2017-2031
Table 7: North America Data Center Accelerator Market Volume (Million Units) & Forecast, by Type, 2017-2031
Table 8: North America Data Center Accelerator Market Value (US$ Bn) & Forecast, by Application, 2017-2031
Table 9: North America Data Center Accelerator Market Value (US$ Bn) & Forecast, by Country, 2017-2031
Table 10: North America Data Center Accelerator Market Volume (Million Units) & Forecast, by Country, 2017-2031
Table 11: Europe Data Center Accelerator Market Value (US$ Bn) & Forecast, by Type, 2017-2031
Table 12: Europe Data Center Accelerator Market Volume (Million Units) & Forecast, by Type, 2017-2031
Table 13: Europe Data Center Accelerator Market Value (US$ Bn) & Forecast, by Application, 2017-2031
Table 14: Europe Data Center Accelerator Market Value (US$ Bn) & Forecast, by Country, 2017-2031
Table 15: Europe Data Center Accelerator Market Volume (Million Units) & Forecast, by Country, 2017-2031
Table 16: Asia Pacific Data Center Accelerator Market Value (US$ Bn) & Forecast, by Type, 2017-2031
Table 17: Asia Pacific Data Center Accelerator Market Volume (Million Units) & Forecast, by Type, 2017-2031
Table 18: Asia Pacific Data Center Accelerator Market Value (US$ Bn) & Forecast, by Application, 2017-2031
Table 19: Asia Pacific Data Center Accelerator Market Value (US$ Bn) & Forecast, by Country, 2017-2031
Table 20: Asia Pacific Data Center Accelerator Market Volume (Million Units) & Forecast, by Country, 2017-2031
Table 21: Middle East & Africa Data Center Accelerator Market Value (US$ Bn) & Forecast, by Type, 2017-2031
Table 22: Middle East & Africa Data Center Accelerator Market Volume (Million Units) & Forecast, by Type, 2017-2031
Table 23: Middle East & Africa Data Center Accelerator Market Value (US$ Bn) & Forecast, by Application, 2017-2031
Table 24: Middle East & Africa Data Center Accelerator Market Value (US$ Bn) & Forecast, by Country, 2017-2031
Table 25: Middle East & Africa Data Center Accelerator Market Volume (Million Units) & Forecast, by Country, 2017-2031
Table 26: South America Data Center Accelerator Market Value (US$ Bn) & Forecast, by Type, 2017-2031
Table 27: South America Data Center Accelerator Market Volume (Million Units) & Forecast, by Type, 2017-2031
Table 28: South America Data Center Accelerator Market Value (US$ Bn) & Forecast, by Application, 2017-2031
Table 29: South America Data Center Accelerator Market Value (US$ Bn) & Forecast, by Country, 2017-2031
Table 30: South America Data Center Accelerator Market Volume (Million Units) & Forecast, by Country, 2017-2031
List of Figures
Figure 01: Global Data Center Accelerator Market Value & Forecast, Value (US$ Bn), 2017-2031
Figure 02: Global Data Center Accelerator Market Value & Forecast, Y-O-Y, Value (US$ Bn), 2017-2031
Figure 03: Global Data Center Accelerator Market Value & Forecast, Volume (Million Units), 2017-2031
Figure 04: Global Data Center Accelerator Market Value & Forecast, Y-O-Y, Volume (Million Units), 2017-2031
Figure 05: Global Data Center Accelerator Market Projections by Type, Value (US$ Bn), 2017-2031
Figure 06: Global Data Center Accelerator Market Share Analysis, by Type, 2021 and 2031
Figure 07: Global Data Center Accelerator Market, Incremental Opportunity, by Type, 2021-2031
Figure 08: Global Data Center Accelerator Market Projections by Application, Value (US$ Bn), 2017-2031
Figure 09: Global Data Center Accelerator Market Share Analysis, by Application, 2021 and 2031
Figure 10: Global Data Center Accelerator Market, Incremental Opportunity, by Application, 2021-2031
Figure 11: Global Data Center Accelerator Market Projections by Country and Sub-region, Value (US$ Bn), 2017-2031
Figure 12: Global Data Center Accelerator Market Share Analysis, by Country and Sub-region 2021 and 2031
Figure 13: Global Data Center Accelerator Market, Incremental Opportunity, by Country and Sub-region, 2021-2031
Figure 14: North America Data Center Accelerator Market Value & Forecast, Value (US$ Bn), 2017-2031
Figure 15: North America Data Center Accelerator Market Value & Forecast, Y-O-Y, Value (US$ Bn), 2017-2031
Figure 16: North America Data Center Accelerator Market Value & Forecast, Volume (Million Units), 2017-2031
Figure 17: North America Data Center Accelerator Market Value & Forecast, Y-O-Y, Volume (Million Units), 2017-2031
Figure 18: North America Data Center Accelerator Market Projections by Type, Value (US$ Bn), 2017-2031
Figure 19: North America Data Center Accelerator Market Share Analysis, by Type, 2021 and 2031
Figure 20: North America Data Center Accelerator Market, Incremental Opportunity, by Type, 2021-2031
Figure 21: North America Data Center Accelerator Market Projections by Application, Value (US$ Bn), 2017-2031
Figure 22: North America Data Center Accelerator Market Share Analysis, by Application, 2021 and 2031
Figure 23: North America Data Center Accelerator Market, Incremental Opportunity, by Application, 2021-2031
Figure 24: North America Data Center Accelerator Market Projections by Country and Sub-region, Value (US$ Bn), 2017-2031
Figure 25: North America Data Center Accelerator Market Share Analysis, by Country and Sub-region 2021 and 2031
Figure 26: North America Data Center Accelerator Market, Incremental Opportunity, by Country and Sub-region, 2021-2031
Figure 27: Europe Data Center Accelerator Market Value & Forecast, Value (US$ Bn), 2017-2031
Figure 28: Europe Data Center Accelerator Market Value & Forecast, Y-O-Y, Value (US$ Bn), 2017-2031
Figure 29: Europe Data Center Accelerator Market Value & Forecast, Volume (Million Units), 2017-2031
Figure 30: Europe Data Center Accelerator Market Value & Forecast, Y-O-Y, Volume (Million Units), 2017-2031
Figure 31: Europe Data Center Accelerator Market Projections by Type, Value (US$ Bn), 2017-2031
Figure 32: Europe Data Center Accelerator Market Share Analysis, by Type, 2021 and 2031
Figure 33: Europe Data Center Accelerator Market, Incremental Opportunity, by Type, 2021-2031
Figure 34: Europe Data Center Accelerator Market Projections by Application, Value (US$ Bn), 2017-2031
Figure 35: Europe Data Center Accelerator Market Share Analysis, by Application, 2021 and 2031
Figure 36: Europe Data Center Accelerator Market, Incremental Opportunity, by Application, 2021-2031
Figure 37: Europe Data Center Accelerator Market Projections by Country and Sub-region, Value (US$ Bn), 2017-2031
Figure 38: Europe Data Center Accelerator Market Share Analysis, by Country and Sub-region 2021 and 2031
Figure 39: Europe Data Center Accelerator Market, Incremental Opportunity, by Country and Sub-region, 2021-2031
Figure 40: Asia Pacific Data Center Accelerator Market Value & Forecast, Value (US$ Bn), 2017-2031
Figure 41: Asia Pacific Data Center Accelerator Market Value & Forecast, Y-O-Y, Value (US$ Bn), 2017-2031
Figure 42: Asia Pacific Data Center Accelerator Market Value & Forecast, Volume (Million Units), 2017-2031
Figure 43: Asia Pacific Data Center Accelerator Market Value & Forecast, Y-O-Y, Volume (Million Units), 2017-2031
Figure 44: Asia Pacific Data Center Accelerator Market Projections by Type, Value (US$ Bn), 2017-2031
Figure 45: Asia Pacific Data Center Accelerator Market Share Analysis, by Type, 2021 and 2031
Figure 46: Asia Pacific Data Center Accelerator Market, Incremental Opportunity, by Type, 2021-2031
Figure 47: Asia Pacific Data Center Accelerator Market Projections by Application, Value (US$ Bn), 2017-2031
Figure 48: Asia Pacific Data Center Accelerator Market Share Analysis, by Application, 2021 and 2031
Figure 49: Asia Pacific Data Center Accelerator Market, Incremental Opportunity, by Application, 2021-2031
Figure 50: Asia Pacific Data Center Accelerator Market Projections by Country and Sub-region, Value (US$ Bn), 2017-2031
Figure 51: Asia Pacific Data Center Accelerator Market Share Analysis, by Country and Sub-region 2021 and 2031
Figure 52: Asia Pacific Data Center Accelerator Market, Incremental Opportunity, by Country and Sub-region, 2021-2031
Figure 53: Middle East & Africa Data Center Accelerator Market Value & Forecast, Value (US$ Bn), 2017-2031
Figure 54: Middle East & Africa Data Center Accelerator Market Value & Forecast, Y-O-Y, Value (US$ Bn), 2017-2031
Figure 55: Middle East & Africa Data Center Accelerator Market Value & Forecast, Volume (Million Units), 2017-2031
Figure 56: Middle East & Africa Data Center Accelerator Market Value & Forecast, Y-O-Y, Volume (Million Units), 2017-2031
Figure 57: Middle East & Africa Data Center Accelerator Market Projections by Type, Value (US$ Bn), 2017-2031
Figure 58: Middle East & Africa Data Center Accelerator Market Share Analysis, by Type, 2021 and 2031
Figure 59: Middle East & Africa Data Center Accelerator Market, Incremental Opportunity, by Type, 2021-2031
Figure 60: Middle East & Africa Data Center Accelerator Market Projections by Application, Value (US$ Bn), 2017-2031
Figure 61: Middle East & Africa Data Center Accelerator Market Share Analysis, by Application, 2021 and 2031
Figure 62: Middle East & Africa Data Center Accelerator Market, Incremental Opportunity, by Application, 2021-2031
Figure 63: Middle East & Africa Data Center Accelerator Market Projections by Country and Sub-region, Value (US$ Bn), 2017-2031
Figure 64: Middle East & Africa Data Center Accelerator Market Share Analysis, by Country and Sub-region 2021 and 2031
Figure 65: Middle East & Africa Data Center Accelerator Market, Incremental Opportunity, by Country and Sub-region, 2021-2031
Figure 66: South America Data Center Accelerator Market Value & Forecast, Value (US$ Bn), 2017-2031
Figure 67: South America Data Center Accelerator Market Value & Forecast, Y-O-Y, Value (US$ Bn), 2017-2031
Figure 68: South America Data Center Accelerator Market Value & Forecast, Volume (Million Units), 2017-2031
Figure 69: South America Data Center Accelerator Market Value & Forecast, Y-O-Y, Volume (Million Units), 2017-2031
Figure 70: South America Data Center Accelerator Market Projections by Type, Value (US$ Bn), 2017-2031
Figure 71: South America Data Center Accelerator Market Share Analysis, by Type, 2021 and 2031
Figure 72: South America Data Center Accelerator Market, Incremental Opportunity, by Type, 2021-2031
Figure 73: South America Data Center Accelerator Market Projections by Application, Value (US$ Bn), 2017-2031
Figure 74: South America Data Center Accelerator Market Share Analysis, by Application, 2021 and 2031
Figure 75: South America Data Center Accelerator Market, Incremental Opportunity, by Application, 2021-2031
Figure 76: South America Data Center Accelerator Market Projections by Country and Sub-region, Value (US$ Bn), 2017-2031
Figure 77: South America Data Center Accelerator Market Share Analysis, by Country and Sub-region 2021 and 2031
Figure 78: South America Data Center Accelerator Market, Incremental Opportunity, by Country and Sub-region, 2021-2031
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Data Center Accelerator Market
