PUBLISHER: Stratistics Market Research Consulting | PRODUCT CODE: 1503316
PUBLISHER: Stratistics Market Research Consulting | PRODUCT CODE: 1503316
Data Center Accelerator Market Forecasts to 2030 - Global Analysis By Type, Processor Type, Application, End User and By Geography
According to Stratistics MRC, the Global Data Center Accelerator Market is accounted for $31.98 billion in 2024 and is expected to reach $109.12 billion by 2030 growing at a CAGR of 22.7% during the forecast period. Data center accelerators are specialized hardware elements that accelerate and offload particular computational tasks to improve the performance and efficiency of data centers. These accelerators-which include GPUs, FPGAs, and ASICs-are designed to withstand the rigorous workloads of contemporary applications, which include big data analytics, artificial intelligence (AI), machine learning, and high-performance computing (HPC). Moreover, data center accelerators can greatly increase throughput and decrease latency by taking on demanding processing tasks from conventional CPUs.
According to the International Data Corporation (IDC), the global market for data center accelerators is projected to grow significantly over the next few years, driven by the increasing adoption of AI and machine learning technologies in various industries.
Market Dynamics:
Driver:
Growing needs for machine learning and AI
Natural language processing, image and speech recognition, autonomous cars, and other AI and machine learning applications are growing at a very fast pace, which makes them demand a lot of processing power in parallel. Rapid training times and more effective inference operations are made possible by data center accelerators, especially GPUs and specialized AI chips, which are built to handle the large datasets and intricate algorithms involved. Additionally, in order to improve decision-making, customer experience, and operational efficiency, businesses in the healthcare, finance, automotive, and retail sectors are driving this demand.
Restraint:
Complex maintenance and integration
Data center accelerator integration can be technically challenging and necessitate specialized knowledge. The requirement to guarantee compatibility with current hardware, software, and network architectures gives rise to this complexity. Furthermore, it takes advanced knowledge and resources to maintain and manage a heterogeneous computing environment with both conventional CPUs and specialized accelerators. Adoption may be hampered if organizations must spend money on expert hiring or training, which would raise operating expenses even more.
Opportunity:
Technological progress in hardware
There are a lot of opportunities due to ongoing advancements in accelerator hardware, such as the creation of GPUs, FPGAs, and customized ASICs that are more powerful and efficient. Accelerators are now more appealing for a variety of use cases due to their increased performance, energy efficiency, and application-specific optimization as a result of these developments. Moreover, newer technologies like neuromorphic computing and quantum computing may be able to work with conventional accelerators to give data centers new ways to handle tasks that are even more intricate and computationally demanding.
Threat:
Quick changes in technology
The rapid pace of technological progress in data center accelerators presents a noteworthy risk. To stay ahead of the curve, businesses must continually invest in research and development, which can require a lot of resources. There's also the chance that as newer, more sophisticated solutions appear, current technologies will quickly become outdated. Additionally, businesses may incur higher costs as a result of this rapid change since they must regularly upgrade their infrastructure to keep up with advancements in technology.
Covid-19 Impact:
The COVID-19 pandemic had a major effect on the market for data center accelerators, driving up demand for digital transformation, remote work options, and cloud services across various industries. Data center accelerators were adopted to improve performance and efficiency as a result of a surge in data generation and processing needs brought about by businesses and consumers relying more and more on digital platforms. However, the pandemic also resulted in production delays, shortages of components, and disruptions to the supply chain, which put manufacturers under pressure and slowed the adoption of new accelerator technologies.
The High Performance Computing Accelerator segment is expected to be the largest during the forecast period
The High Performance Computing (HPC) Accelerator segment holds the largest market share in the data center accelerator market. The computational power needed for demanding tasks like large-scale data analysis, intricate computations, and simulations-all essential in domains like scientific research, finance, engineering, and defense-is largely supplied by HPC accelerators. Moreover, the need for advanced modeling, artificial intelligence, and machine learning applications is driving an increasing demand for computational capabilities in these domains, which is why HPC accelerators are dominating the market.
The Graphical Processing Unit (GPU) segment is expected to have the highest CAGR during the forecast period
The Graphical Processing Unit (GPU) segment of the Data Center Accelerator Market has the highest CAGR. GPUs are becoming more and more popular because of their superior parallel processing capabilities, which make them perfect for managing the intricate computations needed by contemporary applications like machine learning, artificial intelligence (AI), and high-performance computing (HPC). Additionally, large data sets and complex algorithms can be processed quickly and efficiently thanks to their architecture, which offers a noticeable speed and performance boost over conventional CPUs.
Region with largest share:
Due to the presence of significant technology companies, a strong infrastructure, and a high demand for data processing capabilities across a variety of industries, including IT, healthcare, finance, and e-commerce, North America continues to hold the largest share of the global market for data center accelerators. Furthermore, early adoption of cutting-edge technologies such as big data analytics, machine learning, and artificial intelligence (AI) benefits the region. These technologies require strong accelerators to improve computational efficiency.
Region with highest CAGR:
The data center accelerator market's highest CAGR is seen in the Asia-Pacific region. Rapid urbanization, rising digitization in a number of industries, and the establishment of technology hubs in nations like China, India, Japan, and South Korea are the main drivers of this growth. Due to the region's growing population, widespread use of smart phones, Internet of Things (IOT) devices, and cloud computing services, there is a surge in the generation of data. Additionally, high-performance data center accelerators are becoming more and more necessary as companies in Asia-Pacific depend more and more on data-driven insights to obtain a competitive edge and manage enormous workloads effectively.
Key players in the market
Some of the key players in Data Center Accelerator market include NVIDIA Corporation, Google Inc., Cisco Systems, Inc., Qualcomm Technologies, Inc., Fujitsu, NEC Corporation, Intel Corporation, Advanced Micro Devices, Inc, Wave Computing, Meta Inc., SambaNova Systems, Inc., Leapmind Inc., Dell Inc., Micron Technology, Inc. and Huawei Technologies.
Key Developments:
In March 2024, Networking major Cisco has signed an agreement with the Karnataka government to train 40,000 people in cybersecurity skills and awareness. Women will represent half of the trained workforce to help meet the growing need for such skills as organisations bolster the cybersecurity.
In February 2024, Technology giant Google has signed its largest ever power purchase agreement (PPA) with offshore wind projects off the coast of the Netherlands as part of efforts to green its power supply and hit climate targets. Renewable power project developers are increasingly tying their electricity output to long-term PPAs to provide revenue security, while corporate buyers are keen to lock in supply and ensure they meet targets for sourcing clean power.
In September 2023, Qualcomm Technologies, Inc. announced that it has entered into an agreement with Apple Inc. to supply Snapdragon(R) 5G Modem?RF Systems for smartphone launches in 2024, 2025 and 2026. This agreement reinforces Qualcomm's track record of sustained leadership across 5G technologies and products
Types Covered:
- Cloud Accelerator
- High Performance Computing Accelerator
- Other Types
Processor Types Covered:
- Central Processing Unit (CPU)
- Graphical Processing Unit (GPU)
- Field-programmable Gate Array (FPGA)
- Application-specific Integrated Circuit (ASIC)
- Other Processor Types
Applications Covered:
- Deep Learning Training
- Public Cloud Inference
- Enterprise Inference
- Other Applications
End Users Covered:
- IT and Telecom
- Healthcare
- BFSI
- Government
- Energy
- Manufacturing
- Other End Users
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 2022, 2023, 2024, 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 Application Analysis
- 3.7 End User Analysis
- 3.8 Emerging Markets
- 3.9 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 Accelerator Market, By Type
- 5.1 Introduction
- 5.2 Cloud Accelerator
- 5.3 High Performance Computing Accelerator
- 5.4 Other Types
6 Global Data Center Accelerator Market, By Processor Type
- 6.1 Introduction
- 6.2 Central Processing Unit (CPU)
- 6.3 Graphical Processing Unit (GPU)
- 6.4 Field-programmable Gate Array (FPGA)
- 6.5 Application-specific Integrated Circuit (ASIC)
- 6.6 Other Processor Types
7 Global Data Center Accelerator Market, By Application
- 7.1 Introduction
- 7.2 Deep Learning Training
- 7.3 Public Cloud Inference
- 7.4 Enterprise Inference
- 7.5 Other Applications
8 Global Data Center Accelerator Market, By End User
- 8.1 Introduction
- 8.2 IT and Telecom
- 8.3 Healthcare
- 8.4 BFSI
- 8.5 Government
- 8.6 Energy
- 8.7 Manufacturing
- 8.8 Other End Users
9 Global Data Center Accelerator Market, By Geography
- 9.1 Introduction
- 9.2 North America
- 9.2.1 US
- 9.2.2 Canada
- 9.2.3 Mexico
- 9.3 Europe
- 9.3.1 Germany
- 9.3.2 UK
- 9.3.3 Italy
- 9.3.4 France
- 9.3.5 Spain
- 9.3.6 Rest of Europe
- 9.4 Asia Pacific
- 9.4.1 Japan
- 9.4.2 China
- 9.4.3 India
- 9.4.4 Australia
- 9.4.5 New Zealand
- 9.4.6 South Korea
- 9.4.7 Rest of Asia Pacific
- 9.5 South America
- 9.5.1 Argentina
- 9.5.2 Brazil
- 9.5.3 Chile
- 9.5.4 Rest of South America
- 9.6 Middle East & Africa
- 9.6.1 Saudi Arabia
- 9.6.2 UAE
- 9.6.3 Qatar
- 9.6.4 South Africa
- 9.6.5 Rest of Middle East & Africa
10 Key Developments
- 10.1 Agreements, Partnerships, Collaborations and Joint Ventures
- 10.2 Acquisitions & Mergers
- 10.3 New Product Launch
- 10.4 Expansions
- 10.5 Other Key Strategies
11 Company Profiling
- 11.1 NVIDIA Corporation
- 11.2 Google Inc.
- 11.3 Cisco Systems, Inc.
- 11.4 Qualcomm Technologies, Inc.
- 11.5 Fujitsu
- 11.6 NEC Corporation
- 11.7 Intel Corporation
- 11.8 Advanced Micro Devices, Inc
- 11.9 Wave Computing
- 11.10 Meta Inc.
- 11.11 SambaNova Systems, Inc.
- 11.12 Leapmind Inc.
- 11.13 Dell Inc.
- 11.14 Micron Technology, Inc.
- 11.15 Huawei Technologies
List of Tables
- Table 1 Global Data Center Accelerator Market Outlook, By Region (2022-2030) ($MN)
- Table 2 Global Data Center Accelerator Market Outlook, By Type (2022-2030) ($MN)
- Table 3 Global Data Center Accelerator Market Outlook, By Cloud Accelerator (2022-2030) ($MN)
- Table 4 Global Data Center Accelerator Market Outlook, By High Performance Computing Accelerator (2022-2030) ($MN)
- Table 5 Global Data Center Accelerator Market Outlook, By Other Types (2022-2030) ($MN)
- Table 6 Global Data Center Accelerator Market Outlook, By Processor Type (2022-2030) ($MN)
- Table 7 Global Data Center Accelerator Market Outlook, By Central Processing Unit (CPU) (2022-2030) ($MN)
- Table 8 Global Data Center Accelerator Market Outlook, By Graphical Processing Unit (GPU) (2022-2030) ($MN)
- Table 9 Global Data Center Accelerator Market Outlook, By Field-programmable Gate Array (FPGA) (2022-2030) ($MN)
- Table 10 Global Data Center Accelerator Market Outlook, By Application-specific Integrated Circuit (ASIC) (2022-2030) ($MN)
- Table 11 Global Data Center Accelerator Market Outlook, By Other Processor Types (2022-2030) ($MN)
- Table 12 Global Data Center Accelerator Market Outlook, By Application (2022-2030) ($MN)
- Table 13 Global Data Center Accelerator Market Outlook, By Deep Learning Training (2022-2030) ($MN)
- Table 14 Global Data Center Accelerator Market Outlook, By Public Cloud Inference (2022-2030) ($MN)
- Table 15 Global Data Center Accelerator Market Outlook, By Enterprise Inference (2022-2030) ($MN)
- Table 16 Global Data Center Accelerator Market Outlook, By Other Applications (2022-2030) ($MN)
- Table 17 Global Data Center Accelerator Market Outlook, By End User (2022-2030) ($MN)
- Table 18 Global Data Center Accelerator Market Outlook, By IT and Telecom (2022-2030) ($MN)
- Table 19 Global Data Center Accelerator Market Outlook, By Healthcare (2022-2030) ($MN)
- Table 20 Global Data Center Accelerator Market Outlook, By BFSI (2022-2030) ($MN)
- Table 21 Global Data Center Accelerator Market Outlook, By Government (2022-2030) ($MN)
- Table 22 Global Data Center Accelerator Market Outlook, By Energy (2022-2030) ($MN)
- Table 23 Global Data Center Accelerator Market Outlook, By Manufacturing (2022-2030) ($MN)
- Table 24 Global Data Center Accelerator Market Outlook, By Other End Users (2022-2030) ($MN)
- Table 25 North America Data Center Accelerator Market Outlook, By Country (2022-2030) ($MN)
- Table 26 North America Data Center Accelerator Market Outlook, By Type (2022-2030) ($MN)
- Table 27 North America Data Center Accelerator Market Outlook, By Cloud Accelerator (2022-2030) ($MN)
- Table 28 North America Data Center Accelerator Market Outlook, By High Performance Computing Accelerator (2022-2030) ($MN)
- Table 29 North America Data Center Accelerator Market Outlook, By Other Types (2022-2030) ($MN)
- Table 30 North America Data Center Accelerator Market Outlook, By Processor Type (2022-2030) ($MN)
- Table 31 North America Data Center Accelerator Market Outlook, By Central Processing Unit (CPU) (2022-2030) ($MN)
- Table 32 North America Data Center Accelerator Market Outlook, By Graphical Processing Unit (GPU) (2022-2030) ($MN)
- Table 33 North America Data Center Accelerator Market Outlook, By Field-programmable Gate Array (FPGA) (2022-2030) ($MN)
- Table 34 North America Data Center Accelerator Market Outlook, By Application-specific Integrated Circuit (ASIC) (2022-2030) ($MN)
- Table 35 North America Data Center Accelerator Market Outlook, By Other Processor Types (2022-2030) ($MN)
- Table 36 North America Data Center Accelerator Market Outlook, By Application (2022-2030) ($MN)
- Table 37 North America Data Center Accelerator Market Outlook, By Deep Learning Training (2022-2030) ($MN)
- Table 38 North America Data Center Accelerator Market Outlook, By Public Cloud Inference (2022-2030) ($MN)
- Table 39 North America Data Center Accelerator Market Outlook, By Enterprise Inference (2022-2030) ($MN)
- Table 40 North America Data Center Accelerator Market Outlook, By Other Applications (2022-2030) ($MN)
- Table 41 North America Data Center Accelerator Market Outlook, By End User (2022-2030) ($MN)
- Table 42 North America Data Center Accelerator Market Outlook, By IT and Telecom (2022-2030) ($MN)
- Table 43 North America Data Center Accelerator Market Outlook, By Healthcare (2022-2030) ($MN)
- Table 44 North America Data Center Accelerator Market Outlook, By BFSI (2022-2030) ($MN)
- Table 45 North America Data Center Accelerator Market Outlook, By Government (2022-2030) ($MN)
- Table 46 North America Data Center Accelerator Market Outlook, By Energy (2022-2030) ($MN)
- Table 47 North America Data Center Accelerator Market Outlook, By Manufacturing (2022-2030) ($MN)
- Table 48 North America Data Center Accelerator Market Outlook, By Other End Users (2022-2030) ($MN)
- Table 49 Europe Data Center Accelerator Market Outlook, By Country (2022-2030) ($MN)
- Table 50 Europe Data Center Accelerator Market Outlook, By Type (2022-2030) ($MN)
- Table 51 Europe Data Center Accelerator Market Outlook, By Cloud Accelerator (2022-2030) ($MN)
- Table 52 Europe Data Center Accelerator Market Outlook, By High Performance Computing Accelerator (2022-2030) ($MN)
- Table 53 Europe Data Center Accelerator Market Outlook, By Other Types (2022-2030) ($MN)
- Table 54 Europe Data Center Accelerator Market Outlook, By Processor Type (2022-2030) ($MN)
- Table 55 Europe Data Center Accelerator Market Outlook, By Central Processing Unit (CPU) (2022-2030) ($MN)
- Table 56 Europe Data Center Accelerator Market Outlook, By Graphical Processing Unit (GPU) (2022-2030) ($MN)
- Table 57 Europe Data Center Accelerator Market Outlook, By Field-programmable Gate Array (FPGA) (2022-2030) ($MN)
- Table 58 Europe Data Center Accelerator Market Outlook, By Application-specific Integrated Circuit (ASIC) (2022-2030) ($MN)
- Table 59 Europe Data Center Accelerator Market Outlook, By Other Processor Types (2022-2030) ($MN)
- Table 60 Europe Data Center Accelerator Market Outlook, By Application (2022-2030) ($MN)
- Table 61 Europe Data Center Accelerator Market Outlook, By Deep Learning Training (2022-2030) ($MN)
- Table 62 Europe Data Center Accelerator Market Outlook, By Public Cloud Inference (2022-2030) ($MN)
- Table 63 Europe Data Center Accelerator Market Outlook, By Enterprise Inference (2022-2030) ($MN)
- Table 64 Europe Data Center Accelerator Market Outlook, By Other Applications (2022-2030) ($MN)
- Table 65 Europe Data Center Accelerator Market Outlook, By End User (2022-2030) ($MN)
- Table 66 Europe Data Center Accelerator Market Outlook, By IT and Telecom (2022-2030) ($MN)
- Table 67 Europe Data Center Accelerator Market Outlook, By Healthcare (2022-2030) ($MN)
- Table 68 Europe Data Center Accelerator Market Outlook, By BFSI (2022-2030) ($MN)
- Table 69 Europe Data Center Accelerator Market Outlook, By Government (2022-2030) ($MN)
- Table 70 Europe Data Center Accelerator Market Outlook, By Energy (2022-2030) ($MN)
- Table 71 Europe Data Center Accelerator Market Outlook, By Manufacturing (2022-2030) ($MN)
- Table 72 Europe Data Center Accelerator Market Outlook, By Other End Users (2022-2030) ($MN)
- Table 73 Asia Pacific Data Center Accelerator Market Outlook, By Country (2022-2030) ($MN)
- Table 74 Asia Pacific Data Center Accelerator Market Outlook, By Type (2022-2030) ($MN)
- Table 75 Asia Pacific Data Center Accelerator Market Outlook, By Cloud Accelerator (2022-2030) ($MN)
- Table 76 Asia Pacific Data Center Accelerator Market Outlook, By High Performance Computing Accelerator (2022-2030) ($MN)
- Table 77 Asia Pacific Data Center Accelerator Market Outlook, By Other Types (2022-2030) ($MN)
- Table 78 Asia Pacific Data Center Accelerator Market Outlook, By Processor Type (2022-2030) ($MN)
- Table 79 Asia Pacific Data Center Accelerator Market Outlook, By Central Processing Unit (CPU) (2022-2030) ($MN)
- Table 80 Asia Pacific Data Center Accelerator Market Outlook, By Graphical Processing Unit (GPU) (2022-2030) ($MN)
- Table 81 Asia Pacific Data Center Accelerator Market Outlook, By Field-programmable Gate Array (FPGA) (2022-2030) ($MN)
- Table 82 Asia Pacific Data Center Accelerator Market Outlook, By Application-specific Integrated Circuit (ASIC) (2022-2030) ($MN)
- Table 83 Asia Pacific Data Center Accelerator Market Outlook, By Other Processor Types (2022-2030) ($MN)
- Table 84 Asia Pacific Data Center Accelerator Market Outlook, By Application (2022-2030) ($MN)
- Table 85 Asia Pacific Data Center Accelerator Market Outlook, By Deep Learning Training (2022-2030) ($MN)
- Table 86 Asia Pacific Data Center Accelerator Market Outlook, By Public Cloud Inference (2022-2030) ($MN)
- Table 87 Asia Pacific Data Center Accelerator Market Outlook, By Enterprise Inference (2022-2030) ($MN)
- Table 88 Asia Pacific Data Center Accelerator Market Outlook, By Other Applications (2022-2030) ($MN)
- Table 89 Asia Pacific Data Center Accelerator Market Outlook, By End User (2022-2030) ($MN)
- Table 90 Asia Pacific Data Center Accelerator Market Outlook, By IT and Telecom (2022-2030) ($MN)
- Table 91 Asia Pacific Data Center Accelerator Market Outlook, By Healthcare (2022-2030) ($MN)
- Table 92 Asia Pacific Data Center Accelerator Market Outlook, By BFSI (2022-2030) ($MN)
- Table 93 Asia Pacific Data Center Accelerator Market Outlook, By Government (2022-2030) ($MN)
- Table 94 Asia Pacific Data Center Accelerator Market Outlook, By Energy (2022-2030) ($MN)
- Table 95 Asia Pacific Data Center Accelerator Market Outlook, By Manufacturing (2022-2030) ($MN)
- Table 96 Asia Pacific Data Center Accelerator Market Outlook, By Other End Users (2022-2030) ($MN)
- Table 97 South America Data Center Accelerator Market Outlook, By Country (2022-2030) ($MN)
- Table 98 South America Data Center Accelerator Market Outlook, By Type (2022-2030) ($MN)
- Table 99 South America Data Center Accelerator Market Outlook, By Cloud Accelerator (2022-2030) ($MN)
- Table 100 South America Data Center Accelerator Market Outlook, By High Performance Computing Accelerator (2022-2030) ($MN)
- Table 101 South America Data Center Accelerator Market Outlook, By Other Types (2022-2030) ($MN)
- Table 102 South America Data Center Accelerator Market Outlook, By Processor Type (2022-2030) ($MN)
- Table 103 South America Data Center Accelerator Market Outlook, By Central Processing Unit (CPU) (2022-2030) ($MN)
- Table 104 South America Data Center Accelerator Market Outlook, By Graphical Processing Unit (GPU) (2022-2030) ($MN)
- Table 105 South America Data Center Accelerator Market Outlook, By Field-programmable Gate Array (FPGA) (2022-2030) ($MN)
- Table 106 South America Data Center Accelerator Market Outlook, By Application-specific Integrated Circuit (ASIC) (2022-2030) ($MN)
- Table 107 South America Data Center Accelerator Market Outlook, By Other Processor Types (2022-2030) ($MN)
- Table 108 South America Data Center Accelerator Market Outlook, By Application (2022-2030) ($MN)
- Table 109 South America Data Center Accelerator Market Outlook, By Deep Learning Training (2022-2030) ($MN)
- Table 110 South America Data Center Accelerator Market Outlook, By Public Cloud Inference (2022-2030) ($MN)
- Table 111 South America Data Center Accelerator Market Outlook, By Enterprise Inference (2022-2030) ($MN)
- Table 112 South America Data Center Accelerator Market Outlook, By Other Applications (2022-2030) ($MN)
- Table 113 South America Data Center Accelerator Market Outlook, By End User (2022-2030) ($MN)
- Table 114 South America Data Center Accelerator Market Outlook, By IT and Telecom (2022-2030) ($MN)
- Table 115 South America Data Center Accelerator Market Outlook, By Healthcare (2022-2030) ($MN)
- Table 116 South America Data Center Accelerator Market Outlook, By BFSI (2022-2030) ($MN)
- Table 117 South America Data Center Accelerator Market Outlook, By Government (2022-2030) ($MN)
- Table 118 South America Data Center Accelerator Market Outlook, By Energy (2022-2030) ($MN)
- Table 119 South America Data Center Accelerator Market Outlook, By Manufacturing (2022-2030) ($MN)
- Table 120 South America Data Center Accelerator Market Outlook, By Other End Users (2022-2030) ($MN)
- Table 121 Middle East & Africa Data Center Accelerator Market Outlook, By Country (2022-2030) ($MN)
- Table 122 Middle East & Africa Data Center Accelerator Market Outlook, By Type (2022-2030) ($MN)
- Table 123 Middle East & Africa Data Center Accelerator Market Outlook, By Cloud Accelerator (2022-2030) ($MN)
- Table 124 Middle East & Africa Data Center Accelerator Market Outlook, By High Performance Computing Accelerator (2022-2030) ($MN)
- Table 125 Middle East & Africa Data Center Accelerator Market Outlook, By Other Types (2022-2030) ($MN)
- Table 126 Middle East & Africa Data Center Accelerator Market Outlook, By Processor Type (2022-2030) ($MN)
- Table 127 Middle East & Africa Data Center Accelerator Market Outlook, By Central Processing Unit (CPU) (2022-2030) ($MN)
- Table 128 Middle East & Africa Data Center Accelerator Market Outlook, By Graphical Processing Unit (GPU) (2022-2030) ($MN)
- Table 129 Middle East & Africa Data Center Accelerator Market Outlook, By Field-programmable Gate Array (FPGA) (2022-2030) ($MN)
- Table 130 Middle East & Africa Data Center Accelerator Market Outlook, By Application-specific Integrated Circuit (ASIC) (2022-2030) ($MN)
- Table 131 Middle East & Africa Data Center Accelerator Market Outlook, By Other Processor Types (2022-2030) ($MN)
- Table 132 Middle East & Africa Data Center Accelerator Market Outlook, By Application (2022-2030) ($MN)
- Table 133 Middle East & Africa Data Center Accelerator Market Outlook, By Deep Learning Training (2022-2030) ($MN)
- Table 134 Middle East & Africa Data Center Accelerator Market Outlook, By Public Cloud Inference (2022-2030) ($MN)
- Table 135 Middle East & Africa Data Center Accelerator Market Outlook, By Enterprise Inference (2022-2030) ($MN)
- Table 136 Middle East & Africa Data Center Accelerator Market Outlook, By Other Applications (2022-2030) ($MN)
- Table 137 Middle East & Africa Data Center Accelerator Market Outlook, By End User (2022-2030) ($MN)
- Table 138 Middle East & Africa Data Center Accelerator Market Outlook, By IT and Telecom (2022-2030) ($MN)
- Table 139 Middle East & Africa Data Center Accelerator Market Outlook, By Healthcare (2022-2030) ($MN)
- Table 140 Middle East & Africa Data Center Accelerator Market Outlook, By BFSI (2022-2030) ($MN)
- Table 141 Middle East & Africa Data Center Accelerator Market Outlook, By Government (2022-2030) ($MN)
- Table 142 Middle East & Africa Data Center Accelerator Market Outlook, By Energy (2022-2030) ($MN)
- Table 143 Middle East & Africa Data Center Accelerator Market Outlook, By Manufacturing (2022-2030) ($MN)
- Table 144 Middle East & Africa Data Center Accelerator Market Outlook, By Other End Users (2022-2030) ($MN)
