Global Data Center Accelerator Market 2022-2031 by Processor Type (CPU, GPU, FPGA, ASIC), Deployment Mode (HPC Data Center, Cloud Data Center), Application (Deep Learning Training, Public Cloud Interface, Enterprise Interface), Industry Vertical (IT & Telecom, Healthcare, BFSI, Gaming, Automotive), Organization Size (Large, SMEs), and Region: Trend Forecast and Growth Opportunity
- Report ID: 29737
- Date: Jun, 2022
- Pages: 161
- Category: ICT & Media
Global data center accelerator market will reach $179,660.7 million by 2031, growing by 32.5% annually over 2021-2031, driven by the exponential growth of mobile data and data centers, the increasing emphasis toward parallel computing in AI data centers, high development in cloud-based services, growing prevalence of mobile devices along with rising adoption of evolving technologies such as IoT/AI/5G/big data.
Highlighted with 83 tables and 84 figures, this 161-page report “Global Data Center Accelerator Market 2021-2031 by Processor Type (CPU, GPU, FPGA, ASIC), Deployment Mode (HPC Data Center, Cloud Data Center), Application (Deep Learning Training, Public Cloud Interface, Enterprise Interface), Industry Vertical (IT & Telecom, Healthcare, BFSI, Gaming, Automotive), Organization Size (Large, SMEs), and Region: Trend Forecast and Growth Opportunity” is based on a comprehensive research of the entire global data center accelerator market and all its sub-segments through extensively detailed classifications.
Profound analysis and assessment are generated from premium primary and secondary information sources with inputs derived from industry professionals across the value chain. The report is based on studies on 2018-2021 and provides forecast from 2022 till 2031 with 2021 as the base year.
(Please note: The report will be updated before delivery so that the latest historical year is the base year and the forecast covers at least 5 years over the base year.)
In-depth qualitative analyses include identification and investigation of the following aspects:
• Market Structure
• Growth Drivers
• Restraints and Challenges
• Emerging Product Trends & Market Opportunities
• Porter’s Fiver Forces
The trend and outlook of global market is forecast in optimistic, balanced, and conservative view by taking into account of COVID-19. The balanced (most likely) projection is used to quantify global data center accelerator market in every aspect of the classification from perspectives of Processor Type, Deployment Mode, Application, Industry Vertical, Organization Size, and Region.
Based on Processor Type, the global market is segmented into the following sub-markets with annual revenue ($ mn) for 2021-2031 included in each section.
• CPU (Central Processing Unit)
• GPU (Graphics Processing Unit)
• FPGA (Field-Programmable Gate Array)
• ASIC (Application-specific Integrated Circuit)
Based on Deployment Mode, the global market is segmented into the following sub-markets with annual revenue ($ mn) for 2021-2031 included in each section.
• HPC Data Center
• Cloud Data Center
By Application, the global market is segmented into the following sub-markets with annual revenue ($ mn) for 2021-2031 included in each section.
• Deep Learning Training
• Public Cloud Interface
• Enterprise Interface
Based on Industry Vertical, the global market is segmented into the following sub-markets with annual revenue ($ mn) for 2021-2031 included in each section.
• IT & Telecom
• Healthcare
• BFSI
• Gaming Industry
• Automotive
• Government
• Energy Industry
• Other Industry Verticals
By Organization Size, the global market is segmented into the following sub-markets with annual revenue ($ mn) for 2021-2031 included in each section.
• Large Enterprises
• SMEs
Geographically, the following regions together with the listed national/local markets are fully investigated:
• North America (U.S., Canada, and Mexico)
• Europe (Germany, UK, France, Netherlands, Italy, Russia, Rest of Europe; Rest of Europe is further segmented into Russia, Switzerland, Poland, Sweden, Belgium, Austria, Ireland, Norway, Denmark, and Finland)
• APAC (Japan, China, South Korea, Australia, India, and Rest of APAC; Rest of APAC is further segmented into Malaysia, Singapore, Indonesia, Thailand, New Zealand, Vietnam, Taiwan, and Philippines)
• South America (Brazil, Chile, Argentina, Rest of South America)
• MEA (UAE, Saudi Arabia, South Africa, Other Nations)
For each aforementioned region and country, detailed analysis and data for annual revenue ($ mn) are available for 2021-2031. The breakdown of all regional markets by country and split of key national markets by Processor Type, Application, and Industry Vertical over the forecast years are also included.
The report also covers current competitive scenario and the predicted trend; and profiles key vendors including market leaders and important emerging players.
Selected Key Players:
Achronix Semiconductor Corporation
Advanced Micro Devices Inc.
Cisco Systems Inc.
Dell Technologies Inc.
Fujitsu Limited
Google, Inc.
IBM Corporation
Intel Corporation
NEC Corporation
NVIDIA Corporation
Qualcomm Technologies, Inc.
Xilinx Inc.
(Please note: The report will be updated before delivery so that the latest historical year is the base year and the forecast covers at least 5 years over the base year.)
1 Introduction 9
1.1 Industry Definition and Research Scope 9
1.1.1 Industry Definition 9
1.1.2 Research Scope 10
1.2 Research Methodology 13
1.2.1 Overview of Market Research Methodology 13
1.2.2 Market Assumption 14
1.2.3 Secondary Data 14
1.2.4 Primary Data 14
1.2.5 Data Filtration and Model Design 15
1.2.6 Market Size/Share Estimation 16
1.2.7 Research Limitations 17
1.3 Executive Summary 18
2 Market Overview and Dynamics 21
2.1 Market Size and Forecast 21
2.1.1 Impact of COVID-19 on World Economy 23
2.1.2 Impact of COVID-19 on the Market 25
2.2 Major Growth Drivers 27
2.3 Market Restraints and Challenges 34
2.4 Emerging Opportunities and Market Trends 37
2.5 Porter’s Fiver Forces Analysis 41
3 Segmentation of Global Market by Processor Type 45
3.1 Market Overview by Processor Type 45
3.2 CPU (Central Processing Unit) 47
3.3 GPU (Graphics Processing Unit) 48
3.4 FPGA (Field-Programmable Gate Array) 49
3.5 ASIC (Application-specific Integrated Circuit) 50
4 Segmentation of Global Market by Deployment Mode 51
4.1 Market Overview by Deployment Mode 51
4.2 HPC Data Center 53
4.3 Cloud Data Center 54
5 Segmentation of Global Market by Application 55
5.1 Market Overview by Application 55
5.2 Deep Learning Training 57
5.3 Public Cloud Interface 58
5.4 Enterprise Interface 59
6 Segmentation of Global Market by Industry Vertical 60
6.1 Market Overview by Industry Vertical 60
6.2 IT & Telecom 62
6.3 Healthcare 63
6.4 BFSI 64
6.5 Gaming Industry 65
6.6 Automotive 66
6.7 Government 67
6.8 Energy Industry 68
6.9 Other Industry Verticals 69
7 Segmentation of Global Market by Organization Size 70
7.1 Market Overview by Organization Size 70
7.2 Large Enterprises 72
7.3 SMEs 73
8 Segmentation of Global Market by Region 74
8.1 Geographic Market Overview 2021-2031 74
8.2 North America Market 2021-2031 by Country 78
8.2.1 Overview of North America Market 78
8.2.2 U.S. 82
8.2.3 Canada 85
8.2.4 Mexico 87
8.3 European Market 2021-2031 by Country 89
8.3.1 Overview of European Market 89
8.3.2 Germany 93
8.3.3 U.K. 95
8.3.4 France 97
8.3.5 Netherlands 99
8.3.6 Italy 101
8.3.7 Russia 103
8.3.8 Rest of European Market 105
8.4 Asia-Pacific Market 2021-2031 by Country 107
8.4.1 Overview of Asia-Pacific Market 107
8.4.2 Japan 111
8.4.3 China 114
8.4.4 Australia 116
8.4.5 India 118
8.4.6 South Korea 120
8.4.7 Rest of APAC Region 122
8.5 South America Market 2021-2031 by Country 124
8.5.1 Argentina 127
8.5.2 Brazil 129
8.5.3 Chile 131
8.5.4 Rest of South America Market 133
8.6 MEA Market 2021-2031 by Country 134
8.6.1 UAE 137
8.6.2 Saudi Arabia 139
8.6.3 South Africa 141
8.6.4 Other National Markets 143
9 Competitive Landscape 144
9.1 Overview of Key Vendors 144
9.2 New Product Launch, Partnership, Investment, and M&A 147
9.3 Company Profiles 148
Achronix Semiconductor Corporation 148
Advanced Micro Devices Inc. 150
Cisco Systems Inc. 151
Dell Technologies Inc. 152
Fujitsu Limited 153
Google, Inc. 154
IBM Corporation 155
Intel Corporation 156
NEC Corporation 157
NVIDIA Corporation 158
Qualcomm Technologies, Inc. 159
Xilinx Inc. 160
RELATED REPORTS 161
List of Tables
Table 1. Snapshot of Global Data Center Accelerator Market in Balanced Perspective, 2021-2031 19
Table 2. World Economic Outlook, 2021-2031 24
Table 3. World Smartphone Connections, Average Network Connection Speed for Smartphones and Tablets, 2019-2030 33
Table 4. World Mobile Data Traffic by Application, 2019-2030, EB/year 33
Table 5. World Mobile Data Traffic by Device, 2019-2030, EB/year 33
Table 6. Main Product Trends and Market Opportunities in Global Data Center Accelerator Market 37
Table 7. Global Data Center Accelerator Market by Processor Type, 2021-2031, $ mn 45
Table 8. Global Data Center Accelerator Market by Deployment Mode, 2021-2031, $ mn 51
Table 9. Global Data Center Accelerator Market by Application, 2021-2031, $ mn 55
Table 10. Global Data Center Accelerator Market by Industry Vertical, 2021-2031, $ mn 60
Table 11. Global Data Center Accelerator Market by Organization Size, 2021-2031, $ mn 70
Table 12. Global Data Center Accelerator Market by Region, 2021-2031, $ mn 75
Table 13. Leading National Data Center Accelerator Market, 2021 and 2031, $ mn 77
Table 14. North America Data Center Accelerator Market by Country, 2021-2031, $ mn 80
Table 15. U.S. Data Center Accelerator Market by Processor Type, 2021-2031, $ mn 84
Table 16. U.S. Data Center Accelerator Market by Application, 2021-2031, $ mn 84
Table 17. U.S. Data Center Accelerator Market by Industry Vertical, 2021-2031, $ mn 84
Table 18. Canada Data Center Accelerator Market by Processor Type, 2021-2031, $ mn 86
Table 19. Canada Data Center Accelerator Market by Application, 2021-2031, $ mn 86
Table 20. Canada Data Center Accelerator Market by Industry Vertical, 2021-2031, $ mn 86
Table 21. Mexico Data Center Accelerator Market by Processor Type, 2021-2031, $ mn 88
Table 22. Mexico Data Center Accelerator Market by Application, 2021-2031, $ mn 88
Table 23. Mexico Data Center Accelerator Market by Industry Vertical, 2021-2031, $ mn 88
Table 24. Europe Data Center Accelerator Market by Country, 2021-2031, $ mn 92
Table 25. Germany Data Center Accelerator Market by Processor Type, 2021-2031, $ mn 94
Table 26. Germany Data Center Accelerator Market by Application, 2021-2031, $ mn 94
Table 27. Germany Data Center Accelerator Market by Industry Vertical, 2021-2031, $ mn 94
Table 28. U.K. Data Center Accelerator Market by Processor Type, 2021-2031, $ mn 96
Table 29. U.K. Data Center Accelerator Market by Application, 2021-2031, $ mn 96
Table 30. U.K. Data Center Accelerator Market by Industry Vertical, 2021-2031, $ mn 96
Table 31. France Data Center Accelerator Market by Processor Type, 2021-2031, $ mn 98
Table 32. France Data Center Accelerator Market by Application, 2021-2031, $ mn 98
Table 33. France Data Center Accelerator Market by Industry Vertical, 2021-2031, $ mn 98
Table 34. Netherlands Data Center Accelerator Market by Processor Type, 2021-2031, $ mn 100
Table 35. Netherlands Data Center Accelerator Market by Application, 2021-2031, $ mn 100
Table 36. Netherlands Data Center Accelerator Market by Industry Vertical, 2021-2031, $ mn 100
Table 37. Italy Data Center Accelerator Market by Processor Type, 2021-2031, $ mn 102
Table 38. Italy Data Center Accelerator Market by Application, 2021-2031, $ mn 102
Table 39. Italy Data Center Accelerator Market by Industry Vertical, 2021-2031, $ mn 102
Table 40. Russia Data Center Accelerator Market by Processor Type, 2021-2031, $ mn 104
Table 41. Russia Data Center Accelerator Market by Application, 2021-2031, $ mn 104
Table 42. Russia Data Center Accelerator Market by Industry Vertical, 2021-2031, $ mn 104
Table 43. Data Center Accelerator Market in Rest of Europe by Country, 2021-2031, $ mn 106
Table 44. APAC Data Center Accelerator Market by Country, 2021-2031, $ mn 109
Table 45. Japan Data Center Accelerator Market by Processor Type, 2021-2031, $ mn 113
Table 46. Japan Data Center Accelerator Market by Application, 2021-2031, $ mn 113
Table 47. Japan Data Center Accelerator Market by Industry Vertical, 2021-2031, $ mn 113
Table 48. China Data Center Accelerator Market by Processor Type, 2021-2031, $ mn 115
Table 49. China Data Center Accelerator Market by Application, 2021-2031, $ mn 115
Table 50. China Data Center Accelerator Market by Industry Vertical, 2021-2031, $ mn 115
Table 51. Australia Data Center Accelerator Market by Processor Type, 2021-2031, $ mn 117
Table 52. Australia Data Center Accelerator Market by Application, 2021-2031, $ mn 117
Table 53. Australia Data Center Accelerator Market by Industry Vertical, 2021-2031, $ mn 117
Table 54. India Data Center Accelerator Market by Processor Type, 2021-2031, $ mn 119
Table 55. India Data Center Accelerator Market by Application, 2021-2031, $ mn 119
Table 56. India Data Center Accelerator Market by Industry Vertical, 2021-2031, $ mn 119
Table 57. South Korea Data Center Accelerator Market by Processor Type, 2021-2031, $ mn 121
Table 58. South Korea Data Center Accelerator Market by Application, 2021-2031, $ mn 121
Table 59. South Korea Data Center Accelerator Market by Industry Vertical, 2021-2031, $ mn 121
Table 60. Data Center Accelerator Market in Rest of APAC by Country/Region, 2021-2031, $ mn 123
Table 61. South America Data Center Accelerator Market by Country, 2021-2031, $ mn 126
Table 62. Argentina Data Center Accelerator Market by Processor Type, 2021-2031, $ mn 128
Table 63. Argentina Data Center Accelerator Market by Application, 2021-2031, $ mn 128
Table 64. Argentina Data Center Accelerator Market by Industry Vertical, 2021-2031, $ mn 128
Table 65. Brazil Data Center Accelerator Market by Processor Type, 2021-2031, $ mn 130
Table 66. Brazil Data Center Accelerator Market by Application, 2021-2031, $ mn 130
Table 67. Brazil Data Center Accelerator Market by Industry Vertical, 2021-2031, $ mn 130
Table 68. Chile Data Center Accelerator Market by Processor Type, 2021-2031, $ mn 132
Table 69. Chile Data Center Accelerator Market by Application, 2021-2031, $ mn 132
Table 70. Chile Data Center Accelerator Market by Industry Vertical, 2021-2031, $ mn 132
Table 71. MEA Data Center Accelerator Market by Country, 2021-2031, $ mn 136
Table 72. UAE Data Center Accelerator Market by Processor Type, 2021-2031, $ mn 138
Table 73. UAE Data Center Accelerator Market by Application, 2021-2031, $ mn 138
Table 74. UAE Data Center Accelerator Market by Industry Vertical, 2021-2031, $ mn 138
Table 75. Saudi Arabia Data Center Accelerator Market by Processor Type, 2021-2031, $ mn 140
Table 76. Saudi Arabia Data Center Accelerator Market by Application, 2021-2031, $ mn 140
Table 77. Saudi Arabia Data Center Accelerator Market by Industry Vertical, 2021-2031, $ mn 140
Table 78. South Africa Data Center Accelerator Market by Processor Type, 2021-2031, $ mn 142
Table 79. South Africa Data Center Accelerator Market by Application, 2021-2031, $ mn 142
Table 80. South Africa Data Center Accelerator Market by Industry Vertical, 2021-2031, $ mn 142
Table 81. Achronix Semiconductor Corporation: Company Snapshot 148
Table 82. Achronix Semiconductor Corporation: Business Segmentation 149
Table 83. Achronix Semiconductor Corporation: Product Portfolio 149
List of Figures
Figure 1. Research Method Flow Chart 13
Figure 2. Bottom-up Approach and Top-down Approach for Market Estimation 16
Figure 3. Global Market Forecast in Optimistic, Conservative and Balanced Perspectives, 2021-2031 18
Figure 4. Industry Value Chain Analysis 21
Figure 5. Global Data Center Accelerator Market, 2021-2031, $ mn 22
Figure 6. Impact of COVID-19 on Business 25
Figure 7. Primary Drivers and Impact Factors of Global Data Center Accelerator Market 27
Figure 8. Global Hyperscale Data Centers by Major Country, %, Jan 2021 30
Figure 9. World 5G Devices Market by Value, 2019-2030, $ bn 32
Figure 10. World 5G Traffic, 2019-2030, EB/year 32
Figure 11. Primary Restraints and Impact Factors of Global Data Center Accelerator Market 34
Figure 12. Investment Opportunity Analysis 38
Figure 13. Porter’s Fiver Forces Analysis of Global Data Center Accelerator Market 41
Figure 14. Breakdown of Global Data Center Accelerator Market by Processor Type, 2021-2031, % of Revenue 46
Figure 15. Global Addressable Market Cap in 2022-2031 by Processor Type, Value ($ mn) and Share (%) 46
Figure 16. Global Data Center Accelerator Market by Processor Type: CPU (Central Processing Unit), 2021-2031, $ mn 47
Figure 17. Global Data Center Accelerator Market by Processor Type: GPU (Graphics Processing Unit), 2021-2031, $ mn 48
Figure 18. Global Data Center Accelerator Market by Processor Type: FPGA (Field-Programmable Gate Array), 2021-2031, $ mn 49
Figure 19. Global Data Center Accelerator Market by Processor Type: ASIC (Application-specific Integrated Circuit), 2021-2031, $ mn 50
Figure 20. Breakdown of Global Data Center Accelerator Market by Deployment Mode, 2021-2031, % of Sales Revenue 52
Figure 21. Global Addressable Market Cap in 2022-2031 by Deployment Mode, Value ($ mn) and Share (%) 52
Figure 22. Global Data Center Accelerator Market by Deployment Mode: HPC Data Center, 2021-2031, $ mn 53
Figure 23. Global Data Center Accelerator Market by Deployment Mode: Cloud Data Center, 2021-2031, $ mn 54
Figure 24. Breakdown of Global Data Center Accelerator Market by Application, 2021-2031, % of Sales Revenue 56
Figure 25. Global Addressable Market Cap in 2022-2031 by Application, Value ($ mn) and Share (%) 56
Figure 26. Global Data Center Accelerator Market by Application: Deep Learning Training, 2021-2031, $ mn 57
Figure 27. Global Data Center Accelerator Market by Application: Public Cloud Interface, 2021-2031, $ mn 58
Figure 28. Global Data Center Accelerator Market by Application: Enterprise Interface, 2021-2031, $ mn 59
Figure 29. Breakdown of Global Data Center Accelerator Market by Industry Vertical, 2021-2031, % of Revenue 61
Figure 30. Global Addressable Market Cap in 2022-2031 by Industry Vertical, Value ($ mn) and Share (%) 61
Figure 31. Global Data Center Accelerator Market by Industry Vertical: IT & Telecom, 2021-2031, $ mn 62
Figure 32. Global Data Center Accelerator Market by Industry Vertical: Healthcare, 2021-2031, $ mn 63
Figure 33. Global Data Center Accelerator Market by Industry Vertical: BFSI, 2021-2031, $ mn 64
Figure 34. Global Data Center Accelerator Market by Industry Vertical: Gaming Industry, 2021-2031, $ mn 65
Figure 35. Global Data Center Accelerator Market by Industry Vertical: Automotive, 2021-2031, $ mn 66
Figure 36. Global Data Center Accelerator Market by Industry Vertical: Government, 2021-2031, $ mn 67
Figure 37. Global Data Center Accelerator Market by Industry Vertical: Energy Industry, 2021-2031, $ mn 68
Figure 38. Global Data Center Accelerator Market by Industry Vertical: Other Industry Verticals, 2021-2031, $ mn 69
Figure 39. Breakdown of Global Data Center Accelerator Market by Organization Size, 2021-2031, % of Revenue 71
Figure 40. Global Addressable Market Cap in 2022-2031 by Organization Size, Value ($ mn) and Share (%) 71
Figure 41. Global Data Center Accelerator Market by Organization Size: Large Enterprises, 2021-2031, $ mn 72
Figure 42. Global Data Center Accelerator Market by Organization Size: SMEs, 2021-2031, $ mn 73
Figure 43. Global Market Snapshot by Region 74
Figure 44. Geographic Spread of Worldwide Data Center Accelerator Market, 2021-2031, % of Sales Revenue 75
Figure 45. Global Addressable Market Cap in 2022-2031 by Region, Value ($ mn) and Share (%) 76
Figure 46. North American Data Center Accelerator Market, 2021-2031, $ mn 79
Figure 47. Breakdown of North America Data Center Accelerator Market by Country, 2021 and 2031, % of Revenue 80
Figure 48. Contribution to North America 2022-2031 Cumulative Market by Country, Value ($ mn) and Share (%) 81
Figure 49. U.S. Data Center Accelerator Market, 2021-2031, $ mn 83
Figure 50. Canada Data Center Accelerator Market, 2021-2031, $ mn 85
Figure 51. Data Center Accelerator Market in Mexico, 2021-2031, $ mn 87
Figure 52. European Data Center Accelerator Market, 2021-2031, $ mn 90
Figure 53. Breakdown of European Data Center Accelerator Market by Country, 2021 and 2031, % of Revenue 91
Figure 54. Contribution to Europe 2022-2031 Cumulative Market by Country, Value ($ mn) and Share (%) 92
Figure 55. Data Center Accelerator Market in Germany, 2021-2031, $ mn 93
Figure 56. Data Center Accelerator Market in U.K., 2021-2031, $ mn 95
Figure 57. Data Center Accelerator Market in France, 2021-2031, $ mn 97
Figure 58. Data Center Accelerator Market in Netherlands, 2021-2031, $ mn 99
Figure 59. Data Center Accelerator Market in Italy, 2021-2031, $ mn 101
Figure 60. Data Center Accelerator Market in Russia, 2021-2031, $ mn 103
Figure 61. Data Center Accelerator Market in Rest of Europe, 2021-2031, $ mn 105
Figure 62. Asia-Pacific Data Center Accelerator Market, 2021-2031, $ mn 108
Figure 63. Breakdown of APAC Data Center Accelerator Market by Country, 2021 and 2031, % of Revenue 108
Figure 64. Contribution to APAC 2022-2031 Cumulative Market by Country, Value ($ mn) and Share (%) 110
Figure 65. Data Center Accelerator Market in Japan, 2021-2031, $ mn 112
Figure 66. Data Center Accelerator Market in China, 2021-2031, $ mn 114
Figure 67. Data Center Accelerator Market in Australia, 2021-2031, $ mn 116
Figure 68. Data Center Accelerator Market in India, 2021-2031, $ mn 118
Figure 69. Data Center Accelerator Market in South Korea, 2021-2031, $ mn 120
Figure 70. Data Center Accelerator Market in Rest of APAC, 2021-2031, $ mn 122
Figure 71. South America Data Center Accelerator Market, 2021-2031, $ mn 125
Figure 72. Breakdown of South America Data Center Accelerator Market by Country, 2021 and 2031, % of Revenue 125
Figure 73. Contribution to South America 2022-2031 Cumulative Market by Country, Value ($ mn) and Share (%) 126
Figure 74. Data Center Accelerator Market in Argentina, 2021-2031, $ mn 127
Figure 75. Data Center Accelerator Market in Brazil, 2021-2031, $ mn 129
Figure 76. Data Center Accelerator Market in Chile, 2021-2031, $ mn 131
Figure 77. Data Center Accelerator Market in Rest of South America, 2021-2031, $ mn 133
Figure 78. Data Center Accelerator Market in Middle East and Africa (MEA), 2021-2031, $ mn 135
Figure 79. Breakdown of MEA Data Center Accelerator Market by Country, 2021 and 2031, % of Revenue 135
Figure 80. Contribution to MEA 2022-2031 Cumulative Market by Country, Value ($ mn) and Share (%) 136
Figure 81. Data Center Accelerator Market in UAE, 2021-2031, $ mn 137
Figure 82. Data Center Accelerator Market in Saudi Arabia, 2021-2031, $ mn 139
Figure 83. Data Center Accelerator Market in South Africa, 2021-2031, $ mn 141
Figure 84. Growth Stage of Global Data Center Accelerator Industry over the Forecast Period 144
Research methodology is mainly referring to the practical how of any offered piece of research. More specifically, it’s all about how a researcher systematically designs a study in order to assure extremely valid as well as reliable results that ultimately address the targets and objectives of the research.
In any formal research including academic journal, article, dissertation and so on, there will be a special section on a research methodology that mainly describes what, by whom, how to gather as well as how to evaluate the data are provided.
This research methodology has been segmented into following types:
Primary Research:
It is said to be original information that the researchers collect for the crucial purposes of answering the research questions of readers with the help of surveys, observations and experiments.
Secondary Research:
The secondary research is the data that has already been collected by various other researchers in the form of government analysis or scientific studies.
Qualitative Research:
It is descriptive and subjective method irrespective of facts. Both observation and description are essential in this type of research methodology. Its main vision is to analyze knowledge, attitudes, behaviours as well as opinions of people related to the topic of any research. This method has been operated through grounded research, case study and actionable research.
Quantitative Research:
It contains several laboratory experiments, basic surveys, mathematical calculations, simulations and so on. The possible measurement, quantity or amount is considered to be a major factor in the quantitative research methodology.
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