Global GPU As A Service Market Insights, Forecast To 2028

1 Report Business Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global GPU as a Service Market Size Growth Rate by Type, 2017 VS 2021 VS 2028
1.2.2 Software
1.2.3 Services
1.2.4 Others
1.3 Market by Application
1.3.1 Global GPU as a Service Market Size Growth Rate by Application, 2017 VS 2021 VS 2028
1.3.2 Gaming
1.3.3 Design and Manufacturing
1.3.4 Automotive
1.3.5 Real-Estate
1.3.6 Healthcare
1.3.7 Others
1.4 Study Objectives
1.5 Years Considered
2 Global Growth Trends
2.1 Global GPU as a Service Market Perspective (2017-2028)
2.2 GPU as a Service Growth Trends by Region
2.2.1 GPU as a Service Market Size by Region: 2017 VS 2021 VS 2028
2.2.2 GPU as a Service Historic Market Size by Region (2017-2022)
2.2.3 GPU as a Service Forecasted Market Size by Region (2023-2028)
2.3 GPU as a Service Market Dynamics
2.3.1 GPU as a Service Industry Trends
2.3.2 GPU as a Service Market Drivers
2.3.3 GPU as a Service Market Challenges
2.3.4 GPU as a Service Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top GPU as a Service Players by Revenue
3.1.1 Global Top GPU as a Service Players by Revenue (2017-2022)
3.1.2 Global GPU as a Service Revenue Market Share by Players (2017-2022)
3.2 Global GPU as a Service Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Players Covered: Ranking by GPU as a Service Revenue
3.4 Global GPU as a Service Market Concentration Ratio
3.4.1 Global GPU as a Service Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by GPU as a Service Revenue in 2021
3.5 GPU as a Service Key Players Head office and Area Served
3.6 Key Players GPU as a Service Product Solution and Service
3.7 Date of Enter into GPU as a Service Market
3.8 Mergers & Acquisitions, Expansion Plans
4 GPU as a Service Breakdown Data by Type
4.1 Global GPU as a Service Historic Market Size by Type (2017-2022)
4.2 Global GPU as a Service Forecasted Market Size by Type (2023-2028)
5 GPU as a Service Breakdown Data by Application
5.1 Global GPU as a Service Historic Market Size by Application (2017-2022)
5.2 Global GPU as a Service Forecasted Market Size by Application (2023-2028)
6 North America
6.1 North America GPU as a Service Market Size (2017-2028)
6.2 North America GPU as a Service Market Size by Type
6.2.1 North America GPU as a Service Market Size by Type (2017-2022)
6.2.2 North America GPU as a Service Market Size by Type (2023-2028)
6.2.3 North America GPU as a Service Market Share by Type (2017-2028)
6.3 North America GPU as a Service Market Size by Application
6.3.1 North America GPU as a Service Market Size by Application (2017-2022)
6.3.2 North America GPU as a Service Market Size by Application (2023-2028)
6.3.3 North America GPU as a Service Market Share by Application (2017-2028)
6.4 North America GPU as a Service Market Size by Country
6.4.1 North America GPU as a Service Market Size by Country (2017-2022)
6.4.2 North America GPU as a Service Market Size by Country (2023-2028)
6.4.3 U.S.
6.4.4 Canada
7 Europe
7.1 Europe GPU as a Service Market Size (2017-2028)
7.2 Europe GPU as a Service Market Size by Type
7.2.1 Europe GPU as a Service Market Size by Type (2017-2022)
7.2.2 Europe GPU as a Service Market Size by Type (2023-2028)
7.2.3 Europe GPU as a Service Market Share by Type (2017-2028)
7.3 Europe GPU as a Service Market Size by Application
7.3.1 Europe GPU as a Service Market Size by Application (2017-2022)
7.3.2 Europe GPU as a Service Market Size by Application (2023-2028)
7.3.3 Europe GPU as a Service Market Share by Application (2017-2028)
7.4 Europe GPU as a Service Market Size by Country
7.4.1 Europe GPU as a Service Market Size by Country (2017-2022)
7.4.2 Europe GPU as a Service Market Size by Country (2023-2028)
7.4.3 Germany
7.4.4 France
7.4.5 U.K.
7.4.6 Italy
7.4.7 Russia
7.4.8 Nordic Countries
8 Asia-Pacific
8.1 Asia-Pacific GPU as a Service Market Size (2017-2028)
8.2 Asia-Pacific GPU as a Service Market Size by Type
8.2.1 Asia-Pacific GPU as a Service Market Size by Type (2017-2022)
8.2.2 Asia-Pacific GPU as a Service Market Size by Type (2023-2028)
8.2.3 Asia-Pacific GPU as a Service Market Share by Type (2017-2028)
8.3 Asia-Pacific GPU as a Service Market Size by Application
8.3.1 Asia-Pacific GPU as a Service Market Size by Application (2017-2022)
8.3.2 Asia-Pacific GPU as a Service Market Size by Application (2023-2028)
8.3.3 Asia-Pacific GPU as a Service Market Share by Application (2017-2028)
8.4 Asia-Pacific GPU as a Service Market Size by Region
8.4.1 Asia-Pacific GPU as a Service Market Size by Region (2017-2022)
8.4.2 Asia-Pacific GPU as a Service Market Size by Region (2023-2028)
8.4.3 China
8.4.4 Japan
8.4.5 South Korea
8.4.6 Southeast Asia
8.4.7 India
8.4.8 Australia
9 Latin America
9.1 Latin America GPU as a Service Market Size (2017-2028)
9.2 Latin America GPU as a Service Market Size by Type
9.2.1 Latin America GPU as a Service Market Size by Type (2017-2022)
9.2.2 Latin America GPU as a Service Market Size by Type (2023-2028)
9.2.3 Latin America GPU as a Service Market Share by Type (2017-2028)
9.3 Latin America GPU as a Service Market Size by Application
9.3.1 Latin America GPU as a Service Market Size by Application (2017-2022)
9.3.2 Latin America GPU as a Service Market Size by Application (2023-2028)
9.3.3 Latin America GPU as a Service Market Share by Application (2017-2028)
9.4 Latin America GPU as a Service Market Size by Country
9.4.1 Latin America GPU as a Service Market Size by Country (2017-2022)
9.4.2 Latin America GPU as a Service Market Size by Country (2023-2028)
9.4.3 Mexico
9.4.4 Brazil
10 Middle East & Africa
10.1 Middle East & Africa GPU as a Service Market Size (2017-2028)
10.2 Middle East & Africa GPU as a Service Market Size by Type
10.2.1 Middle East & Africa GPU as a Service Market Size by Type (2017-2022)
10.2.2 Middle East & Africa GPU as a Service Market Size by Type (2023-2028)
10.2.3 Middle East & Africa GPU as a Service Market Share by Type (2017-2028)
10.3 Middle East & Africa GPU as a Service Market Size by Application
10.3.1 Middle East & Africa GPU as a Service Market Size by Application (2017-2022)
10.3.2 Middle East & Africa GPU as a Service Market Size by Application (2023-2028)
10.3.3 Middle East & Africa GPU as a Service Market Share by Application (2017-2028)
10.4 Middle East & Africa GPU as a Service Market Size by Country
10.4.1 Middle East & Africa GPU as a Service Market Size by Country (2017-2022)
10.4.2 Middle East & Africa GPU as a Service Market Size by Country (2023-2028)
10.4.3 Turkey
10.4.4 Saudi Arabia
10.4.5 UAE
11 Key Players Profiles
11.1 NVIDIA
11.1.1 NVIDIA Company Details
11.1.2 NVIDIA Business Overview
11.1.3 NVIDIA GPU as a Service Introduction
11.1.4 NVIDIA Revenue in GPU as a Service Business (2017-2022)
11.1.5 NVIDIA Recent Developments
11.2 AMD
11.2.1 AMD Company Details
11.2.2 AMD Business Overview
11.2.3 AMD GPU as a Service Introduction
11.2.4 AMD Revenue in GPU as a Service Business (2017-2022)
11.2.5 AMD Recent Developments
11.3 Microsoft
11.3.1 Microsoft Company Details
11.3.2 Microsoft Business Overview
11.3.3 Microsoft GPU as a Service Introduction
11.3.4 Microsoft Revenue in GPU as a Service Business (2017-2022)
11.3.5 Microsoft Recent Developments
11.4 Google
11.4.1 Google Company Details
11.4.2 Google Business Overview
11.4.3 Google GPU as a Service Introduction
11.4.4 Google Revenue in GPU as a Service Business (2017-2022)
11.4.5 Google Recent Developments
11.5 S3
11.5.1 S3 Company Details
11.5.2 S3 Business Overview
11.5.3 S3 GPU as a Service Introduction
11.5.4 S3 Revenue in GPU as a Service Business (2017-2022)
11.5.5 S3 Recent Developments
11.6 AWS
11.6.1 AWS Company Details
11.6.2 AWS Business Overview
11.6.3 AWS GPU as a Service Introduction
11.6.4 AWS Revenue in GPU as a Service Business (2017-2022)
11.6.5 AWS Recent Developments
11.7 IBM
11.7.1 IBM Company Details
11.7.2 IBM Business Overview
11.7.3 IBM GPU as a Service Introduction
11.7.4 IBM Revenue in GPU as a Service Business (2017-2022)
11.7.5 IBM Recent Developments
11.8 Penguin computing
11.8.1 Penguin computing Company Details
11.8.2 Penguin computing Business Overview
11.8.3 Penguin computing GPU as a Service Introduction
11.8.4 Penguin computing Revenue in GPU as a Service Business (2017-2022)
11.8.5 Penguin computing Recent Developments
11.9 Peer1 Hosting
11.9.1 Peer1 Hosting Company Details
11.9.2 Peer1 Hosting Business Overview
11.9.3 Peer1 Hosting GPU as a Service Introduction
11.9.4 Peer1 Hosting Revenue in GPU as a Service Business (2017-2022)
11.9.5 Peer1 Hosting Recent Developments
11.10 Nimbix
11.10.1 Nimbix Company Details
11.10.2 Nimbix Business Overview
11.10.3 Nimbix GPU as a Service Introduction
11.10.4 Nimbix Revenue in GPU as a Service Business (2017-2022)
11.10.5 Nimbix Recent Developments
11.11 ScaleMatrix
11.11.1 ScaleMatrix Company Details
11.11.2 ScaleMatrix Business Overview
11.11.3 ScaleMatrix GPU as a Service Introduction
11.11.4 ScaleMatrix Revenue in GPU as a Service Business (2017-2022)
11.11.5 ScaleMatrix Recent Developments
11.12 Intel
11.12.1 Intel Company Details
11.12.2 Intel Business Overview
11.12.3 Intel GPU as a Service Introduction
11.12.4 Intel Revenue in GPU as a Service Business (2017-2022)
11.12.5 Intel Recent Developments
11.13 Autodesk
11.13.1 Autodesk Company Details
11.13.2 Autodesk Business Overview
11.13.3 Autodesk GPU as a Service Introduction
11.13.4 Autodesk Revenue in GPU as a Service Business (2017-2022)
11.13.5 Autodesk Recent Developments
12 Analyst's Viewpoints/Conclusions
13 Appendix
13.1 Research Methodology
13.1.1 Methodology/Research Approach
13.1.2 Data Source
13.2 Author Details
13.3 Disclaimer

List of Tables
Table 1. Global GPU as a Service Market Size Growth Rate by Type (US$ Million), 2017 VS 2021 VS 2028
Table 2. Key Players of Software
Table 3. Key Players of Services
Table 4. Key Players of Others
Table 5. Global GPU as a Service Market Size Growth Rate by Application (US$ Million), 2017 VS 2021 VS 2028
Table 6. Global GPU as a Service Market Size by Region (US$ Million): 2017 VS 2021 VS 2028
Table 7. Global GPU as a Service Market Size by Region (2017-2022) & (US$ Million)
Table 8. Global GPU as a Service Market Share by Region (2017-2022)
Table 9. Global GPU as a Service Forecasted Market Size by Region (2023-2028) & (US$ Million)
Table 10. Global GPU as a Service Market Share by Region (2023-2028)
Table 11. GPU as a Service Market Trends
Table 12. GPU as a Service Market Drivers
Table 13. GPU as a Service Market Challenges
Table 14. GPU as a Service Market Restraints
Table 15. Global GPU as a Service Revenue by Players (2017-2022) & (US$ Million)
Table 16. Global GPU as a Service Revenue Share by Players (2017-2022)
Table 17. Global Top GPU as a Service by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in GPU as a Service as of 2021)
Table 18. Ranking of Global Top GPU as a Service Companies by Revenue (US$ Million) in 2021
Table 19. Global 5 Largest Players Market Share by GPU as a Service Revenue (CR5 and HHI) & (2017-2022)
Table 20. Key Players Headquarters and Area Served
Table 21. Key Players GPU as a Service Product Solution and Service
Table 22. Date of Enter into GPU as a Service Market
Table 23. Mergers & Acquisitions, Expansion Plans
Table 24. Global GPU as a Service Market Size by Type (2017-2022) & (US$ Million)
Table 25. Global GPU as a Service Revenue Market Share by Type (2017-2022)
Table 26. Global GPU as a Service Forecasted Market Size by Type (2023-2028) & (US$ Million)
Table 27. Global GPU as a Service Revenue Market Share by Type (2023-2028)
Table 28. Global GPU as a Service Market Size by Application (2017-2022) & (US$ Million)
Table 29. Global GPU as a Service Revenue Share by Application (2017-2022)
Table 30. Global GPU as a Service Forecasted Market Size by Application (2023-2028) & (US$ Million)
Table 31. Global GPU as a Service Revenue Share by Application (2023-2028)
Table 32. North America GPU as a Service Market Size by Type (2017-2022) & (US$ Million)
Table 33. North America GPU as a Service Market Size by Type (2023-2028) & (US$ Million)
Table 34. North America GPU as a Service Market Size by Application (2017-2022) & (US$ Million)
Table 35. North America GPU as a Service Market Size by Application (2023-2028) & (US$ Million)
Table 36. North America GPU as a Service Market Size by Country (2017-2022) & (US$ Million)
Table 37. North America GPU as a Service Market Size by Country (2023-2028) & (US$ Million)
Table 38. Europe GPU as a Service Market Size by Type (2017-2022) & (US$ Million)
Table 39. Europe GPU as a Service Market Size by Type (2023-2028) & (US$ Million)
Table 40. Europe GPU as a Service Market Size by Application (2017-2022) & (US$ Million)
Table 41. Europe GPU as a Service Market Size by Application (2023-2028) & (US$ Million)
Table 42. Europe GPU as a Service Market Size by Country (2017-2022) & (US$ Million)
Table 43. Europe GPU as a Service Market Size by Country (2023-2028) & (US$ Million)
Table 44. Asia Pacific GPU as a Service Market Size by Type (2017-2022) & (US$ Million)
Table 45. Asia Pacific GPU as a Service Market Size by Type (2023-2028) & (US$ Million)
Table 46. Asia Pacific GPU as a Service Market Size by Application (2017-2022) & (US$ Million)
Table 47. Asia Pacific GPU as a Service Market Size by Application (2023-2028) & (US$ Million)
Table 48. Asia Pacific GPU as a Service Market Size by Region (2017-2022) & (US$ Million)
Table 49. Asia Pacific GPU as a Service Market Size by Region (2023-2028) & (US$ Million)
Table 50. Latin America GPU as a Service Market Size by Type (2017-2022) & (US$ Million)
Table 51. Latin America GPU as a Service Market Size by Type (2023-2028) & (US$ Million)
Table 52. Latin America GPU as a Service Market Size by Application (2017-2022) & (US$ Million)
Table 53. Latin America GPU as a Service Market Size by Application (2023-2028) & (US$ Million)
Table 54. Latin America GPU as a Service Market Size by Country (2017-2022) & (US$ Million)
Table 55. Latin America GPU as a Service Market Size by Country (2023-2028) & (US$ Million)
Table 56. Middle East and Africa GPU as a Service Market Size by Type (2017-2022) & (US$ Million)
Table 57. Middle East and Africa GPU as a Service Market Size by Type (2023-2028) & (US$ Million)
Table 58. Middle East and Africa GPU as a Service Market Size by Application (2017-2022) & (US$ Million)
Table 59. Middle East and Africa GPU as a Service Market Size by Application (2023-2028) & (US$ Million)
Table 60. Middle East and Africa GPU as a Service Market Size by Country (2017-2022) & (US$ Million)
Table 61. Middle East and Africa GPU as a Service Market Size by Country (2023-2028) & (US$ Million)
Table 62. NVIDIA Company Details
Table 63. NVIDIA Business Overview
Table 64. NVIDIA GPU as a Service Product
Table 65. NVIDIA Revenue in GPU as a Service Business (2017-2022) & (US$ Million)
Table 66. NVIDIA Recent Developments
Table 67. AMD Company Details
Table 68. AMD Business Overview
Table 69. AMD GPU as a Service Product
Table 70. AMD Revenue in GPU as a Service Business (2017-2022) & (US$ Million)
Table 71. AMD Recent Developments
Table 72. Microsoft Company Details
Table 73. Microsoft Business Overview
Table 74. Microsoft GPU as a Service Product
Table 75. Microsoft Revenue in GPU as a Service Business (2017-2022) & (US$ Million)
Table 76. Microsoft Recent Developments
Table 77. Google Company Details
Table 78. Google Business Overview
Table 79. Google GPU as a Service Product
Table 80. Google Revenue in GPU as a Service Business (2017-2022) & (US$ Million)
Table 81. Google Recent Developments
Table 82. S3 Company Details
Table 83. S3 Business Overview
Table 84. S3 GPU as a Service Product
Table 85. S3 Revenue in GPU as a Service Business (2017-2022) & (US$ Million)
Table 86. S3 Recent Developments
Table 87. AWS Company Details
Table 88. AWS Business Overview
Table 89. AWS GPU as a Service Product
Table 90. AWS Revenue in GPU as a Service Business (2017-2022) & (US$ Million)
Table 91. AWS Recent Developments
Table 92. IBM Company Details
Table 93. IBM Business Overview
Table 94. IBM GPU as a Service Product
Table 95. IBM Revenue in GPU as a Service Business (2017-2022) & (US$ Million)
Table 96. IBM Recent Developments
Table 97. Penguin computing Company Details
Table 98. Penguin computing Business Overview
Table 99. Penguin computing GPU as a Service Product
Table 100. Penguin computing Revenue in GPU as a Service Business (2017-2022) & (US$ Million)
Table 101. Penguin computing Recent Developments
Table 102. Peer1 Hosting Company Details
Table 103. Peer1 Hosting Business Overview
Table 104. Peer1 Hosting GPU as a Service Product
Table 105. Peer1 Hosting Revenue in GPU as a Service Business (2017-2022) & (US$ Million)
Table 106. Peer1 Hosting Recent Developments
Table 107. Nimbix Company Details
Table 108. Nimbix Business Overview
Table 109. Nimbix GPU as a Service Product
Table 110. Nimbix Revenue in GPU as a Service Business (2017-2022) & (US$ Million)
Table 111. Nimbix Recent Developments
Table 112. ScaleMatrix Company Details
Table 113. ScaleMatrix Business Overview
Table 114. ScaleMatrix GPU as a Service Product
Table 115. ScaleMatrix Revenue in GPU as a Service Business (2017-2022) & (US$ Million)
Table 116. ScaleMatrix Recent Developments
Table 117. Intel Company Details
Table 118. Intel Business Overview
Table 119. Intel GPU as a Service Product
Table 120. Intel Revenue in GPU as a Service Business (2017-2022) & (US$ Million)
Table 121. Intel Recent Developments
Table 122. Autodesk Company Details
Table 123. Autodesk Business Overview
Table 124. Autodesk GPU as a Service Product
Table 125. Autodesk Revenue in GPU as a Service Business (2017-2022) & (US$ Million)
Table 126. Autodesk Recent Developments
Table 127. Research Programs/Design for This Report
Table 128. Key Data Information from Secondary Sources
Table 129. Key Data Information from Primary Sources
List of Figures
Figure 1. Global GPU as a Service Market Share by Type: 2021 VS 2028
Figure 2. Software Features
Figure 3. Services Features
Figure 4. Others Features
Figure 5. Global GPU as a Service Market Share by Application: 2021 VS 2028
Figure 6. Gaming Case Studies
Figure 7. Design and Manufacturing Case Studies
Figure 8. Automotive Case Studies
Figure 9. Real-Estate Case Studies
Figure 10. Healthcare Case Studies
Figure 11. Others Case Studies
Figure 12. GPU as a Service Report Years Considered
Figure 13. Global GPU as a Service Market Size (US$ Million), Year-over-Year: 2017-2028
Figure 14. Global GPU as a Service Market Size, (US$ Million), 2017 VS 2021 VS 2028
Figure 15. Global GPU as a Service Market Share by Region: 2021 VS 2028
Figure 16. Global GPU as a Service Market Share by Players in 2021
Figure 17. Global Top GPU as a Service Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in GPU as a Service as of 2021)
Figure 18. The Top 10 and 5 Players Market Share by GPU as a Service Revenue in 2021
Figure 19. North America GPU as a Service Market Size YoY (2017-2028) & (US$ Million)
Figure 20. North America GPU as a Service Market Size Market Share by Type (2017-2028)
Figure 21. North America GPU as a Service Market Size Market Share by Application (2017-2028)
Figure 22. North America GPU as a Service Market Size Share by Country (2017-2028)
Figure 23. United States GPU as a Service Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 24. Canada GPU as a Service Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 25. Europe GPU as a Service Market Size YoY (2017-2028) & (US$ Million)
Figure 26. Europe GPU as a Service Market Size Market Share by Type (2017-2028)
Figure 27. Europe GPU as a Service Market Size Market Share by Application (2017-2028)
Figure 28. Europe GPU as a Service Market Size Share by Country (2017-2028)
Figure 29. Germany GPU as a Service Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 30. France GPU as a Service Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 31. U.K. GPU as a Service Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 32. Italy GPU as a Service Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 33. Russia GPU as a Service Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 34. Nordic Countries GPU as a Service Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 35. Asia-Pacific GPU as a Service Market Size YoY (2017-2028) & (US$ Million)
Figure 36. Asia Pacific GPU as a Service Market Size Market Share by Type (2017-2028)
Figure 37. Asia Pacific GPU as a Service Market Size Market Share by Application (2017-2028)
Figure 38. Asia Pacific GPU as a Service Market Size Share by Region (2017-2028)
Figure 39. China GPU as a Service Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 40. Japan GPU as a Service Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 41. South Korea GPU as a Service Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 42. Southeast Asia GPU as a Service Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 43. India GPU as a Service Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 44. Australia GPU as a Service Market Size YoY Growth (2017-2028) & (US$ Million)
List of Figures
Figure 45. Latin America GPU as a Service Market Size YoY (2017-2028) & (US$ Million)
Figure 46. Latin America GPU as a Service Market Size Market Share by Type (2017-2028)
Figure 47. Latin America GPU as a Service Market Size Market Share by Application (2017-2028)
Figure 48. Latin America GPU as a Service Market Size Share by Country (2017-2028)
Figure 49. Mexico GPU as a Service Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 50. Brazil GPU as a Service Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 51. Middle East & Africa GPU as a Service Market Size YoY (2017-2028) & (US$ Million)
Figure 52. Middle East and Africa GPU as a Service Market Size Market Share by Type (2017-2028)
Figure 53. Middle East and Africa GPU as a Service Market Size Market Share by Application (2017-2028)
Figure 54. Middle East and Africa GPU as a Service Market Size Share by Country (2017-2028)
Figure 55. Turkey GPU as a Service Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 56. Saudi Arabia GPU as a Service Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 57. UAE GPU as a Service Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 58. NVIDIA Revenue Growth Rate in GPU as a Service Business (2017-2022)
Figure 59. AMD Revenue Growth Rate in GPU as a Service Business (2017-2022)
Figure 60. Microsoft Revenue Growth Rate in GPU as a Service Business (2017-2022)
Figure 61. Google Revenue Growth Rate in GPU as a Service Business (2017-2022)
Figure 62. S3 Revenue Growth Rate in GPU as a Service Business (2017-2022)
Figure 63. AWS Revenue Growth Rate in GPU as a Service Business (2017-2022)
Figure 64. IBM Revenue Growth Rate in GPU as a Service Business (2017-2022)
Figure 65. Penguin computing Revenue Growth Rate in GPU as a Service Business (2017-2022)
Figure 66. Peer1 Hosting Revenue Growth Rate in GPU as a Service Business (2017-2022)
Figure 67. Nimbix Revenue Growth Rate in GPU as a Service Business (2017-2022)
Figure 68. ScaleMatrix Revenue Growth Rate in GPU as a Service Business (2017-2022)
Figure 69. Intel Revenue Growth Rate in GPU as a Service Business (2017-2022)
Figure 70. Autodesk Revenue Growth Rate in GPU as a Service Business (2017-2022)
Figure 71. Bottom-up and Top-down Approaches for This Report
Figure 72. Data Triangulation
Figure 73. Key Executives Interviewed

SECONDARY RESEARCH
Secondary Research Information is collected from a number of publicly available as well as paid databases. Public sources involve publications by different associations and governments, annual reports and statements of companies, white papers and research publications by recognized industry experts and renowned academia etc. Paid data sources include third party authentic industry databases.

PRIMARY RESEARCH
Once data collection is done through secondary research, primary interviews are conducted with different stakeholders across the value chain like manufacturers, distributors, ingredient/input suppliers, end customers and other key opinion leaders of the industry. Primary research is used both to validate the data points obtained from secondary research and to fill in the data gaps after secondary research.

MARKET ENGINEERING
The market engineering phase involves analyzing the data collected, market breakdown and forecasting. Macroeconomic indicators and bottom-up and top-down approaches are used to arrive at a complete set of data points that give way to valuable qualitative and quantitative insights. Each data point is verified by the process of data triangulation to validate the numbers and arrive at close estimates.

EXPERT VALIDATION
The market engineered data is verified and validated by a number of experts, both in-house and external.

REPORT WRITING/ PRESENTATION
After the data is curated by the mentioned highly sophisticated process, the analysts begin to write the report. Garnering insights from data and forecasts, insights are drawn to visualize the entire ecosystem in a single report.