Data Center Accelerator Market
PUBLISHED: 2024 ID: SMRC26482
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Data Center Accelerator Market

Data Center Accelerator Market Forecasts to 2030 - Global Analysis By Type (Cloud Accelerator, High Performance Computing Accelerator and Other Types), Processor Type (Central Processing Unit (CPU), Graphical Processing Unit (GPU), Field-programmable Gate Array (FPGA), Application-specific Integrated Circuit (ASIC) and Other Processor Types), Application, End User and By Geography

4.4 (99 reviews)
4.4 (99 reviews)
Published: 2024 ID: SMRC26482

This report covers the impact of COVID-19 on this global market
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Years Covered

2022-2030

Estimated Year Value (2024)

US $31.98 BN

Projected Year Value (2030)

US $109.12 BN

CAGR (2024 - 2030)

22.7%

Regions Covered

North America, Europe, Asia Pacific, South America, and Middle East & Africa

Countries Covered

US, Canada, Mexico, Germany, UK, Italy, France, Spain, Japan, China, India, Australia, New Zealand, South Korea, Rest of Asia Pacific, South America, Argentina, Brazil, Chile, Middle East & Africa, Saudi Arabia, UAE, Qatar, and South Africa

Largest Market

North America

Highest Growing Market

Asia Pacific


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® 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
o US
o Canada
o Mexico
• Europe
o Germany
o UK
o Italy
o France
o Spain
o Rest of Europe
• Asia Pacific
o Japan        
o China        
o India        
o Australia  
o New Zealand
o South Korea
o Rest of Asia Pacific    
• South America
o Argentina
o Brazil
o Chile
o Rest of South America
• Middle East & Africa 
o Saudi Arabia
o UAE
o Qatar
o South Africa
o 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
o Comprehensive profiling of additional market players (up to 3)
o SWOT Analysis of key players (up to 3)
• Regional Segmentation
o 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        
1 Global Data Center Accelerator Market Outlook, By Region (2022-2030) ($MN)       
2 Global Data Center Accelerator Market Outlook, By Type (2022-2030) ($MN)       
3 Global Data Center Accelerator Market Outlook, By Cloud Accelerator (2022-2030) ($MN)       
4 Global Data Center Accelerator Market Outlook, By High Performance Computing Accelerator (2022-2030) ($MN)       
5 Global Data Center Accelerator Market Outlook, By Other Types (2022-2030) ($MN)       
6 Global Data Center Accelerator Market Outlook, By Processor Type (2022-2030) ($MN)       
7 Global Data Center Accelerator Market Outlook, By Central Processing Unit (CPU) (2022-2030) ($MN)       
8 Global Data Center Accelerator Market Outlook, By Graphical Processing Unit (GPU) (2022-2030) ($MN)       
9 Global Data Center Accelerator Market Outlook, By Field-programmable Gate Array (FPGA) (2022-2030) ($MN)       
10 Global Data Center Accelerator Market Outlook, By Application-specific Integrated Circuit (ASIC) (2022-2030) ($MN)       
11 Global Data Center Accelerator Market Outlook, By Other Processor Types (2022-2030) ($MN)       
12 Global Data Center Accelerator Market Outlook, By Application (2022-2030) ($MN)       
13 Global Data Center Accelerator Market Outlook, By Deep Learning Training (2022-2030) ($MN)       
14 Global Data Center Accelerator Market Outlook, By Public Cloud Inference (2022-2030) ($MN)       
15 Global Data Center Accelerator Market Outlook, By Enterprise Inference (2022-2030) ($MN)       
16 Global Data Center Accelerator Market Outlook, By Other Applications (2022-2030) ($MN)       
17 Global Data Center Accelerator Market Outlook, By End User (2022-2030) ($MN)       
18 Global Data Center Accelerator Market Outlook, By IT and Telecom (2022-2030) ($MN)       
19 Global Data Center Accelerator Market Outlook, By Healthcare (2022-2030) ($MN)       
20 Global Data Center Accelerator Market Outlook, By BFSI (2022-2030) ($MN)       
21 Global Data Center Accelerator Market Outlook, By Government (2022-2030) ($MN)       
22 Global Data Center Accelerator Market Outlook, By Energy (2022-2030) ($MN)       
23 Global Data Center Accelerator Market Outlook, By Manufacturing (2022-2030) ($MN)       
24 Global Data Center Accelerator Market Outlook, By Other End Users (2022-2030) ($MN)       
25 North America Data Center Accelerator Market Outlook, By Country (2022-2030) ($MN)       
26 North America Data Center Accelerator Market Outlook, By Type (2022-2030) ($MN)       
27 North America Data Center Accelerator Market Outlook, By Cloud Accelerator (2022-2030) ($MN)       
28 North America Data Center Accelerator Market Outlook, By High Performance Computing Accelerator (2022-2030) ($MN)       
29 North America Data Center Accelerator Market Outlook, By Other Types (2022-2030) ($MN)       
30 North America Data Center Accelerator Market Outlook, By Processor Type (2022-2030) ($MN)       
31 North America Data Center Accelerator Market Outlook, By Central Processing Unit (CPU) (2022-2030) ($MN)       
32 North America Data Center Accelerator Market Outlook, By Graphical Processing Unit (GPU) (2022-2030) ($MN)       
33 North America Data Center Accelerator Market Outlook, By Field-programmable Gate Array (FPGA) (2022-2030) ($MN)       
34 North America Data Center Accelerator Market Outlook, By Application-specific Integrated Circuit (ASIC) (2022-2030) ($MN)       
35 North America Data Center Accelerator Market Outlook, By Other Processor Types (2022-2030) ($MN)       
36 North America Data Center Accelerator Market Outlook, By Application (2022-2030) ($MN)       
37 North America Data Center Accelerator Market Outlook, By Deep Learning Training (2022-2030) ($MN)       
38 North America Data Center Accelerator Market Outlook, By Public Cloud Inference (2022-2030) ($MN)       
39 North America Data Center Accelerator Market Outlook, By Enterprise Inference (2022-2030) ($MN)       
40 North America Data Center Accelerator Market Outlook, By Other Applications (2022-2030) ($MN)       
41 North America Data Center Accelerator Market Outlook, By End User (2022-2030) ($MN)       
42 North America Data Center Accelerator Market Outlook, By IT and Telecom (2022-2030) ($MN)       
43 North America Data Center Accelerator Market Outlook, By Healthcare (2022-2030) ($MN)       
44 North America Data Center Accelerator Market Outlook, By BFSI (2022-2030) ($MN)       
45 North America Data Center Accelerator Market Outlook, By Government (2022-2030) ($MN)       
46 North America Data Center Accelerator Market Outlook, By Energy (2022-2030) ($MN)       
47 North America Data Center Accelerator Market Outlook, By Manufacturing (2022-2030) ($MN)       
48 North America Data Center Accelerator Market Outlook, By Other End Users (2022-2030) ($MN)       
49 Europe Data Center Accelerator Market Outlook, By Country (2022-2030) ($MN)       
50 Europe Data Center Accelerator Market Outlook, By Type (2022-2030) ($MN)       
51 Europe Data Center Accelerator Market Outlook, By Cloud Accelerator (2022-2030) ($MN)       
52 Europe Data Center Accelerator Market Outlook, By High Performance Computing Accelerator (2022-2030) ($MN)       
53 Europe Data Center Accelerator Market Outlook, By Other Types (2022-2030) ($MN)       
54 Europe Data Center Accelerator Market Outlook, By Processor Type (2022-2030) ($MN)       
55 Europe Data Center Accelerator Market Outlook, By Central Processing Unit (CPU) (2022-2030) ($MN)       
56 Europe Data Center Accelerator Market Outlook, By Graphical Processing Unit (GPU) (2022-2030) ($MN)       
57 Europe Data Center Accelerator Market Outlook, By Field-programmable Gate Array (FPGA) (2022-2030) ($MN)       
58 Europe Data Center Accelerator Market Outlook, By Application-specific Integrated Circuit (ASIC) (2022-2030) ($MN)       
59 Europe Data Center Accelerator Market Outlook, By Other Processor Types (2022-2030) ($MN)       
60 Europe Data Center Accelerator Market Outlook, By Application (2022-2030) ($MN)       
61 Europe Data Center Accelerator Market Outlook, By Deep Learning Training (2022-2030) ($MN)       
62 Europe Data Center Accelerator Market Outlook, By Public Cloud Inference (2022-2030) ($MN)       
63 Europe Data Center Accelerator Market Outlook, By Enterprise Inference (2022-2030) ($MN)       
64 Europe Data Center Accelerator Market Outlook, By Other Applications (2022-2030) ($MN)       
65 Europe Data Center Accelerator Market Outlook, By End User (2022-2030) ($MN)       
66 Europe Data Center Accelerator Market Outlook, By IT and Telecom (2022-2030) ($MN)       
67 Europe Data Center Accelerator Market Outlook, By Healthcare (2022-2030) ($MN)       
68 Europe Data Center Accelerator Market Outlook, By BFSI (2022-2030) ($MN)       
69 Europe Data Center Accelerator Market Outlook, By Government (2022-2030) ($MN)       
70 Europe Data Center Accelerator Market Outlook, By Energy (2022-2030) ($MN)       
71 Europe Data Center Accelerator Market Outlook, By Manufacturing (2022-2030) ($MN)       
72 Europe Data Center Accelerator Market Outlook, By Other End Users (2022-2030) ($MN)       
73 Asia Pacific Data Center Accelerator Market Outlook, By Country (2022-2030) ($MN)       
74 Asia Pacific Data Center Accelerator Market Outlook, By Type (2022-2030) ($MN)       
75 Asia Pacific Data Center Accelerator Market Outlook, By Cloud Accelerator (2022-2030) ($MN)       
76 Asia Pacific Data Center Accelerator Market Outlook, By High Performance Computing Accelerator (2022-2030) ($MN)       
77 Asia Pacific Data Center Accelerator Market Outlook, By Other Types (2022-2030) ($MN)       
78 Asia Pacific Data Center Accelerator Market Outlook, By Processor Type (2022-2030) ($MN)       
79 Asia Pacific Data Center Accelerator Market Outlook, By Central Processing Unit (CPU) (2022-2030) ($MN)       
80 Asia Pacific Data Center Accelerator Market Outlook, By Graphical Processing Unit (GPU) (2022-2030) ($MN)       
81 Asia Pacific Data Center Accelerator Market Outlook, By Field-programmable Gate Array (FPGA) (2022-2030) ($MN)       
82 Asia Pacific Data Center Accelerator Market Outlook, By Application-specific Integrated Circuit (ASIC) (2022-2030) ($MN)       
83 Asia Pacific Data Center Accelerator Market Outlook, By Other Processor Types (2022-2030) ($MN)       
84 Asia Pacific Data Center Accelerator Market Outlook, By Application (2022-2030) ($MN)       
85 Asia Pacific Data Center Accelerator Market Outlook, By Deep Learning Training (2022-2030) ($MN)       
86 Asia Pacific Data Center Accelerator Market Outlook, By Public Cloud Inference (2022-2030) ($MN)       
87 Asia Pacific Data Center Accelerator Market Outlook, By Enterprise Inference (2022-2030) ($MN)       
88 Asia Pacific Data Center Accelerator Market Outlook, By Other Applications (2022-2030) ($MN)       
89 Asia Pacific Data Center Accelerator Market Outlook, By End User (2022-2030) ($MN)       
90 Asia Pacific Data Center Accelerator Market Outlook, By IT and Telecom (2022-2030) ($MN)       
91 Asia Pacific Data Center Accelerator Market Outlook, By Healthcare (2022-2030) ($MN)       
92 Asia Pacific Data Center Accelerator Market Outlook, By BFSI (2022-2030) ($MN)       
93 Asia Pacific Data Center Accelerator Market Outlook, By Government (2022-2030) ($MN)       
94 Asia Pacific Data Center Accelerator Market Outlook, By Energy (2022-2030) ($MN)       
95 Asia Pacific Data Center Accelerator Market Outlook, By Manufacturing (2022-2030) ($MN)       
96 Asia Pacific Data Center Accelerator Market Outlook, By Other End Users (2022-2030) ($MN)       
97 South America Data Center Accelerator Market Outlook, By Country (2022-2030) ($MN)       
98 South America Data Center Accelerator Market Outlook, By Type (2022-2030) ($MN)       
99 South America Data Center Accelerator Market Outlook, By Cloud Accelerator (2022-2030) ($MN)       
100 South America Data Center Accelerator Market Outlook, By High Performance Computing Accelerator (2022-2030) ($MN)       
101 South America Data Center Accelerator Market Outlook, By Other Types (2022-2030) ($MN)       
102 South America Data Center Accelerator Market Outlook, By Processor Type (2022-2030) ($MN)       
103 South America Data Center Accelerator Market Outlook, By Central Processing Unit (CPU) (2022-2030) ($MN)       
104 South America Data Center Accelerator Market Outlook, By Graphical Processing Unit (GPU) (2022-2030) ($MN)       
105 South America Data Center Accelerator Market Outlook, By Field-programmable Gate Array (FPGA) (2022-2030) ($MN)       
106 South America Data Center Accelerator Market Outlook, By Application-specific Integrated Circuit (ASIC) (2022-2030) ($MN)       
107 South America Data Center Accelerator Market Outlook, By Other Processor Types (2022-2030) ($MN)       
108 South America Data Center Accelerator Market Outlook, By Application (2022-2030) ($MN)       
109 South America Data Center Accelerator Market Outlook, By Deep Learning Training (2022-2030) ($MN)       
110 South America Data Center Accelerator Market Outlook, By Public Cloud Inference (2022-2030) ($MN)       
111 South America Data Center Accelerator Market Outlook, By Enterprise Inference (2022-2030) ($MN)       
112 South America Data Center Accelerator Market Outlook, By Other Applications (2022-2030) ($MN)       
113 South America Data Center Accelerator Market Outlook, By End User (2022-2030) ($MN)       
114 South America Data Center Accelerator Market Outlook, By IT and Telecom (2022-2030) ($MN)       
115 South America Data Center Accelerator Market Outlook, By Healthcare (2022-2030) ($MN)       
116 South America Data Center Accelerator Market Outlook, By BFSI (2022-2030) ($MN)       
117 South America Data Center Accelerator Market Outlook, By Government (2022-2030) ($MN)       
118 South America Data Center Accelerator Market Outlook, By Energy (2022-2030) ($MN)       
119 South America Data Center Accelerator Market Outlook, By Manufacturing (2022-2030) ($MN)       
120 South America Data Center Accelerator Market Outlook, By Other End Users (2022-2030) ($MN)       
121 Middle East & Africa Data Center Accelerator Market Outlook, By Country (2022-2030) ($MN)       
122 Middle East & Africa Data Center Accelerator Market Outlook, By Type (2022-2030) ($MN)       
123 Middle East & Africa Data Center Accelerator Market Outlook, By Cloud Accelerator (2022-2030) ($MN)       
124 Middle East & Africa Data Center Accelerator Market Outlook, By High Performance Computing Accelerator (2022-2030) ($MN)       
125 Middle East & Africa Data Center Accelerator Market Outlook, By Other Types (2022-2030) ($MN)       
126 Middle East & Africa Data Center Accelerator Market Outlook, By Processor Type (2022-2030) ($MN)       
127 Middle East & Africa Data Center Accelerator Market Outlook, By Central Processing Unit (CPU) (2022-2030) ($MN)       
128 Middle East & Africa Data Center Accelerator Market Outlook, By Graphical Processing Unit (GPU) (2022-2030) ($MN)       
129 Middle East & Africa Data Center Accelerator Market Outlook, By Field-programmable Gate Array (FPGA) (2022-2030) ($MN)       
130 Middle East & Africa Data Center Accelerator Market Outlook, By Application-specific Integrated Circuit (ASIC) (2022-2030) ($MN)       
131 Middle East & Africa Data Center Accelerator Market Outlook, By Other Processor Types (2022-2030) ($MN)       
132 Middle East & Africa Data Center Accelerator Market Outlook, By Application (2022-2030) ($MN)       
133 Middle East & Africa Data Center Accelerator Market Outlook, By Deep Learning Training (2022-2030) ($MN)       
134 Middle East & Africa Data Center Accelerator Market Outlook, By Public Cloud Inference (2022-2030) ($MN)       
135 Middle East & Africa Data Center Accelerator Market Outlook, By Enterprise Inference (2022-2030) ($MN)       
136 Middle East & Africa Data Center Accelerator Market Outlook, By Other Applications (2022-2030) ($MN)       
137 Middle East & Africa Data Center Accelerator Market Outlook, By End User (2022-2030) ($MN)       
138 Middle East & Africa Data Center Accelerator Market Outlook, By IT and Telecom (2022-2030) ($MN)       
139 Middle East & Africa Data Center Accelerator Market Outlook, By Healthcare (2022-2030) ($MN)       
140 Middle East & Africa Data Center Accelerator Market Outlook, By BFSI (2022-2030) ($MN)       
141 Middle East & Africa Data Center Accelerator Market Outlook, By Government (2022-2030) ($MN)       
142 Middle East & Africa Data Center Accelerator Market Outlook, By Energy (2022-2030) ($MN)       
143 Middle East & Africa Data Center Accelerator Market Outlook, By Manufacturing (2022-2030) ($MN)       
144 Middle East & Africa Data Center Accelerator Market Outlook, By Other End Users (2022-2030) ($MN)       

List of Figures

RESEARCH METHODOLOGY


Research Methodology

We at Stratistics opt for an extensive research approach which involves data mining, data validation, and data analysis. The various research sources include in-house repository, secondary research, competitor’s sources, social media research, client internal data, and primary research.

Our team of analysts prefers the most reliable and authenticated data sources in order to perform the comprehensive literature search. With access to most of the authenticated data bases our team highly considers the best mix of information through various sources to obtain extensive and accurate analysis.

Each report takes an average time of a month and a team of 4 industry analysts. The time may vary depending on the scope and data availability of the desired market report. The various parameters used in the market assessment are standardized in order to enhance the data accuracy.

Data Mining

The data is collected from several authenticated, reliable, paid and unpaid sources and is filtered depending on the scope & objective of the research. Our reports repository acts as an added advantage in this procedure. Data gathering from the raw material suppliers, distributors and the manufacturers is performed on a regular basis, this helps in the comprehensive understanding of the products value chain. Apart from the above mentioned sources the data is also collected from the industry consultants to ensure the objective of the study is in the right direction.

Market trends such as technological advancements, regulatory affairs, market dynamics (Drivers, Restraints, Opportunities and Challenges) are obtained from scientific journals, market related national & international associations and organizations.

Data Analysis

From the data that is collected depending on the scope & objective of the research the data is subjected for the analysis. The critical steps that we follow for the data analysis include:

  • Product Lifecycle Analysis
  • Competitor analysis
  • Risk analysis
  • Porters Analysis
  • PESTEL Analysis
  • SWOT Analysis

The data engineering is performed by the core industry experts considering both the Marketing Mix Modeling and the Demand Forecasting. The marketing mix modeling makes use of multiple-regression techniques to predict the optimal mix of marketing variables. Regression factor is based on a number of variables and how they relate to an outcome such as sales or profits.


Data Validation

The data validation is performed by the exhaustive primary research from the expert interviews. This includes telephonic interviews, focus groups, face to face interviews, and questionnaires to validate our research from all aspects. The industry experts we approach come from the leading firms, involved in the supply chain ranging from the suppliers, distributors to the manufacturers and consumers so as to ensure an unbiased analysis.

We are in touch with more than 15,000 industry experts with the right mix of consultants, CEO's, presidents, vice presidents, managers, experts from both supply side and demand side, executives and so on.

The data validation involves the primary research from the industry experts belonging to:

  • Leading Companies
  • Suppliers & Distributors
  • Manufacturers
  • Consumers
  • Industry/Strategic Consultants

Apart from the data validation the primary research also helps in performing the fill gap research, i.e. providing solutions for the unmet needs of the research which helps in enhancing the reports quality.


For more details about research methodology, kindly write to us at info@strategymrc.com

Frequently Asked Questions

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Request Customization

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Note: This customization is absolutely free until it falls under the 15% bracket. If your requirement exceeds this a feasibility check will be performed. Post that, a quote will be provided along with the timelines.

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