This report aims to provide a comprehensive presentation of the global market for Machine Learning Infrastructure as a Service, with both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding Machine Learning Infrastructure as a Service. This report contains market size and forecasts of Machine Learning Infrastructure as a Service in global, including the following market information:
Global Machine Learning Infrastructure as a Service Market Revenue, 2018-2023, 2024-2032, ($ millions)
Global top five companies in 2022 (%)
The global Machine Learning Infrastructure as a Service market was valued at US$ million in 2022 and is projected to reach US$ million by 2029, at a CAGR of % during the forecast period. The influence of COVID-19 and the Russia-Ukraine War were considered while estimating market sizes.
The U.S. Market is Estimated at $ Million in 2022, While China is to reach $ Million.
Disaster Recovery as a Service (DRaaS) Segment to Reach $ Million by 2029, with a % CAGR in next six years.
The global key manufacturers of Machine Learning Infrastructure as a Service include Amazon Web Services (AWS), Google, Valohai, Microsoft, VMware, Inc and PyTorch, etc. in 2022, the global top five players have a share approximately % in terms of revenue.
We surveyed the Machine Learning Infrastructure as a Service companies, and industry experts on this industry, involving the revenue, demand, product type, recent developments and plans, industry trends, drivers, challenges, obstacles, and potential risks.
Total Market by Segment:
Global Machine Learning Infrastructure as a Service Market, by Type, 2018-2023, 2024-2032 ($ millions)
Global Machine Learning Infrastructure as a Service Market Segment Percentages, by Type, 2022 (%)
Disaster Recovery as a Service (DRaaS)
Compute as a Service (CaaS)
Data Center as a Service (DCaaS)
Desktop as a Service (DaaS)
Storage as a Service (STaaS)
Global Machine Learning Infrastructure as a Service Market, by Application, 2018-2023, 2024-2032 ($ millions)
Global Machine Learning Infrastructure as a Service Market Segment Percentages, by Application, 2022 (%)
Retail
Logistics
Telecommunications
Others
Global Machine Learning Infrastructure as a Service Market, By Region and Country, 2018-2023, 2024-2032 ($ Millions)
Global Machine Learning Infrastructure as a Service Market Segment Percentages, By Region and Country, 2022 (%)
North America
US
Canada
Mexico
Europe
Germany
France
U.K.
Italy
Russia
Nordic Countries
Benelux
Rest of Europe
Asia
China
Japan
South Korea
Southeast Asia
India
Rest of Asia
South America
Brazil
Argentina
Rest of South America
Middle East & Africa
Turkey
Israel
Saudi Arabia
UAE
Rest of Middle East & Africa
Competitor Analysis
The report also provides analysis of leading market participants including:
Key companies Machine Learning Infrastructure as a Service revenues in global market, 2018-2023 (estimated), ($ millions)
Key companies Machine Learning Infrastructure as a Service revenues share in global market, 2022 (%)
Further, the report presents profiles of competitors in the market, key players include:
Amazon Web Services (AWS)
Google
Valohai
Microsoft
VMware, Inc
PyTorch
Outline of Major Chapters:
Chapter 1: Introduces the definition of Machine Learning Infrastructure as a Service, market overview.
Chapter 2: Global Machine Learning Infrastructure as a Service market size in revenue.
Chapter 3: Detailed analysis of Machine Learning Infrastructure as a Service company competitive landscape, revenue and market share, latest development plan, merger, and acquisition information, etc.
Chapter 4: Provides the analysis of various market segments by type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
Chapter 5: Provides the analysis of various market segments by application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
Chapter 6: Sales of Machine Learning Infrastructure as a Service in regional level and country level. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space of each country in the world.
Chapter 7: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product sales, revenue, price, gross margin, product introduction, recent development, etc.
Chapter 8: The main points and conclusions of the report.
TABLE OF CONTENTS
1 Introduction to Research & Analysis Reports
1.1 Machine Learning Infrastructure as a Service Market Definition
1.2 Market Segments
1.2.1 Market by Type
1.2.2 Market by Application
1.3 Global Machine Learning Infrastructure as a Service Market Overview
1.4 Features & Benefits of This Report
1.5 Methodology & Sources of Information
1.5.1 Research Methodology
1.5.2 Research Process
1.5.3 Base Year
1.5.4 Report Assumptions & Caveats
2 Global Machine Learning Infrastructure as a Service Overall Market Size
2.1 Global Machine Learning Infrastructure as a Service Market Size: 2022 VS 2032
2.2 Global Machine Learning Infrastructure as a Service Market Size, Prospects & Forecasts: 2018-2032
2.3 Key Market Trends, Opportunity, Drivers and Restraints
2.3.1 Market Opportunities & Trends
2.3.2 Market Drivers
2.3.3 Market Restraints
3 Company Landscape
3.1 Top Machine Learning Infrastructure as a Service Players in Global Market
3.2 Top Global Machine Learning Infrastructure as a Service Companies Ranked by Revenue
3.3 Global Machine Learning Infrastructure as a Service Revenue by Companies
3.4 Top 3 and Top 5 Machine Learning Infrastructure as a Service Companies in Global Market, by Revenue in 2022
3.5 Global Companies Machine Learning Infrastructure as a Service Product Type
3.6 Tier 1, Tier 2 and Tier 3 Machine Learning Infrastructure as a Service Players in Global Market
3.6.1 List of Global Tier 1 Machine Learning Infrastructure as a Service Companies
3.6.2 List of Global Tier 2 and Tier 3 Machine Learning Infrastructure as a Service Companies
4 Market Sights by Product
4.1 Overview
4.1.1 By Type - Global Machine Learning Infrastructure as a Service Market Size Markets, 2022 & 2032
4.1.2 Disaster Recovery as a Service (DRaaS)
4.1.3 Compute as a Service (CaaS)
4.1.4 Data Center as a Service (DCaaS)
4.1.5 Desktop as a Service (DaaS)
4.1.6 Storage as a Service (STaaS)
4.2 By Type - Global Machine Learning Infrastructure as a Service Revenue & Forecasts
4.2.1 By Type - Global Machine Learning Infrastructure as a Service Revenue, 2018-2023
4.2.2 By Type - Global Machine Learning Infrastructure as a Service Revenue, 2024-2032
4.2.3 By Type - Global Machine Learning Infrastructure as a Service Revenue Market Share, 2018-2032
5 Sights by Application
5.1 Overview
5.1.1 By Application - Global Machine Learning Infrastructure as a Service Market Size, 2022 & 2032
5.1.2 Retail
5.1.3 Logistics
5.1.4 Telecommunications
5.1.5 Others
5.2 By Application - Global Machine Learning Infrastructure as a Service Revenue & Forecasts
5.2.1 By Application - Global Machine Learning Infrastructure as a Service Revenue, 2018-2023
5.2.2 By Application - Global Machine Learning Infrastructure as a Service Revenue, 2024-2032
5.2.3 By Application - Global Machine Learning Infrastructure as a Service Revenue Market Share, 2018-2032
6 Sights by Region
6.1 By Region - Global Machine Learning Infrastructure as a Service Market Size, 2022 & 2032
6.2 By Region - Global Machine Learning Infrastructure as a Service Revenue & Forecasts
6.2.1 By Region - Global Machine Learning Infrastructure as a Service Revenue, 2018-2023
6.2.2 By Region - Global Machine Learning Infrastructure as a Service Revenue, 2024-2032
6.2.3 By Region - Global Machine Learning Infrastructure as a Service Revenue Market Share, 2018-2032
6.3 North America
6.3.1 By Country - North America Machine Learning Infrastructure as a Service Revenue, 2018-2032
6.3.2 US Machine Learning Infrastructure as a Service Market Size, 2018-2032
6.3.3 Canada Machine Learning Infrastructure as a Service Market Size, 2018-2032
6.3.4 Mexico Machine Learning Infrastructure as a Service Market Size, 2018-2032
6.4 Europe
6.4.1 By Country - Europe Machine Learning Infrastructure as a Service Revenue, 2018-2032
6.4.2 Germany Machine Learning Infrastructure as a Service Market Size, 2018-2032
6.4.3 France Machine Learning Infrastructure as a Service Market Size, 2018-2032
6.4.4 U.K. Machine Learning Infrastructure as a Service Market Size, 2018-2032
6.4.5 Italy Machine Learning Infrastructure as a Service Market Size, 2018-2032
6.4.6 Russia Machine Learning Infrastructure as a Service Market Size, 2018-2032
6.4.7 Nordic Countries Machine Learning Infrastructure as a Service Market Size, 2018-2032
6.4.8 Benelux Machine Learning Infrastructure as a Service Market Size, 2018-2032
6.5 Asia
6.5.1 By Region - Asia Machine Learning Infrastructure as a Service Revenue, 2018-2032
6.5.2 China Machine Learning Infrastructure as a Service Market Size, 2018-2032
6.5.3 Japan Machine Learning Infrastructure as a Service Market Size, 2018-2032
6.5.4 South Korea Machine Learning Infrastructure as a Service Market Size, 2018-2032
6.5.5 Southeast Asia Machine Learning Infrastructure as a Service Market Size, 2018-2032
6.5.6 India Machine Learning Infrastructure as a Service Market Size, 2018-2032
6.6 South America
6.6.1 By Country - South America Machine Learning Infrastructure as a Service Revenue, 2018-2032
6.6.2 Brazil Machine Learning Infrastructure as a Service Market Size, 2018-2032
6.6.3 Argentina Machine Learning Infrastructure as a Service Market Size, 2018-2032
6.7 Middle East & Africa
6.7.1 By Country - Middle East & Africa Machine Learning Infrastructure as a Service Revenue, 2018-2032
6.7.2 Turkey Machine Learning Infrastructure as a Service Market Size, 2018-2032
6.7.3 Israel Machine Learning Infrastructure as a Service Market Size, 2018-2032
6.7.4 Saudi Arabia Machine Learning Infrastructure as a Service Market Size, 2018-2032
6.7.5 UAE Machine Learning Infrastructure as a Service Market Size, 2018-2032
7 Machine Learning Infrastructure as a Service Companies Profiles
7.1 Amazon Web Services (AWS)
7.1.1 Amazon Web Services (AWS) Company Summary
7.1.2 Amazon Web Services (AWS) Business Overview
7.1.3 Amazon Web Services (AWS) Machine Learning Infrastructure as a Service Major Product Offerings
7.1.4 Amazon Web Services (AWS) Machine Learning Infrastructure as a Service Revenue in Global Market (2018-2023)
7.1.5 Amazon Web Services (AWS) Key News & Latest Developments
7.2 Google
7.2.1 Google Company Summary
7.2.2 Google Business Overview
7.2.3 Google Machine Learning Infrastructure as a Service Major Product Offerings
7.2.4 Google Machine Learning Infrastructure as a Service Revenue in Global Market (2018-2023)
7.2.5 Google Key News & Latest Developments
7.3 Valohai
7.3.1 Valohai Company Summary
7.3.2 Valohai Business Overview
7.3.3 Valohai Machine Learning Infrastructure as a Service Major Product Offerings
7.3.4 Valohai Machine Learning Infrastructure as a Service Revenue in Global Market (2018-2023)
7.3.5 Valohai Key News & Latest Developments
7.4 Microsoft
7.4.1 Microsoft Company Summary
7.4.2 Microsoft Business Overview
7.4.3 Microsoft Machine Learning Infrastructure as a Service Major Product Offerings
7.4.4 Microsoft Machine Learning Infrastructure as a Service Revenue in Global Market (2018-2023)
7.4.5 Microsoft Key News & Latest Developments
7.5 VMware, Inc
7.5.1 VMware, Inc Company Summary
7.5.2 VMware, Inc Business Overview
7.5.3 VMware, Inc Machine Learning Infrastructure as a Service Major Product Offerings
7.5.4 VMware, Inc Machine Learning Infrastructure as a Service Revenue in Global Market (2018-2023)
7.5.5 VMware, Inc Key News & Latest Developments
7.6 PyTorch
7.6.1 PyTorch Company Summary
7.6.2 PyTorch Business Overview
7.6.3 PyTorch Machine Learning Infrastructure as a Service Major Product Offerings
7.6.4 PyTorch Machine Learning Infrastructure as a Service Revenue in Global Market (2018-2023)
7.6.5 PyTorch Key News & Latest Developments
8 Conclusion
9 Appendix
9.1 Note
9.2 Examples of Clients
9.3 Disclaimer
LIST OF TABLES & FIGURES
List of Tables
Table 1. Machine Learning Infrastructure as a Service Market Opportunities & Trends in Global Market
Table 2. Machine Learning Infrastructure as a Service Market Drivers in Global Market
Table 3. Machine Learning Infrastructure as a Service Market Restraints in Global Market
Table 4. Key Players of Machine Learning Infrastructure as a Service in Global Market
Table 5. Top Machine Learning Infrastructure as a Service Players in Global Market, Ranking by Revenue (2022)
Table 6. Global Machine Learning Infrastructure as a Service Revenue by Companies, (US$, Mn), 2018-2023
Table 7. Global Machine Learning Infrastructure as a Service Revenue Share by Companies, 2018-2023
Table 8. Global Companies Machine Learning Infrastructure as a Service Product Type
Table 9. List of Global Tier 1 Machine Learning Infrastructure as a Service Companies, Revenue (US$, Mn) in 2022 and Market Share
Table 10. List of Global Tier 2 and Tier 3 Machine Learning Infrastructure as a Service Companies, Revenue (US$, Mn) in 2022 and Market Share
Table 11. By Type ? Global Machine Learning Infrastructure as a Service Revenue, (US$, Mn), 2022 & 2032
Table 12. By Type - Machine Learning Infrastructure as a Service Revenue in Global (US$, Mn), 2018-2023
Table 13. By Type - Machine Learning Infrastructure as a Service Revenue in Global (US$, Mn), 2024-2032
Table 14. By Application ? Global Machine Learning Infrastructure as a Service Revenue, (US$, Mn), 2022 & 2032
Table 15. By Application - Machine Learning Infrastructure as a Service Revenue in Global (US$, Mn), 2018-2023
Table 16. By Application - Machine Learning Infrastructure as a Service Revenue in Global (US$, Mn), 2024-2032
Table 17. By Region ? Global Machine Learning Infrastructure as a Service Revenue, (US$, Mn), 2022 & 2032
Table 18. By Region - Global Machine Learning Infrastructure as a Service Revenue (US$, Mn), 2018-2023
Table 19. By Region - Global Machine Learning Infrastructure as a Service Revenue (US$, Mn), 2024-2032
Table 20. By Country - North America Machine Learning Infrastructure as a Service Revenue, (US$, Mn), 2018-2023
Table 21. By Country - North America Machine Learning Infrastructure as a Service Revenue, (US$, Mn), 2024-2032
Table 22. By Country - Europe Machine Learning Infrastructure as a Service Revenue, (US$, Mn), 2018-2023
Table 23. By Country - Europe Machine Learning Infrastructure as a Service Revenue, (US$, Mn), 2024-2032
Table 24. By Region - Asia Machine Learning Infrastructure as a Service Revenue, (US$, Mn), 2018-2023
Table 25. By Region - Asia Machine Learning Infrastructure as a Service Revenue, (US$, Mn), 2024-2032
Table 26. By Country - South America Machine Learning Infrastructure as a Service Revenue, (US$, Mn), 2018-2023
Table 27. By Country - South America Machine Learning Infrastructure as a Service Revenue, (US$, Mn), 2024-2032
Table 28. By Country - Middle East & Africa Machine Learning Infrastructure as a Service Revenue, (US$, Mn), 2018-2023
Table 29. By Country - Middle East & Africa Machine Learning Infrastructure as a Service Revenue, (US$, Mn), 2024-2032
Table 30. Amazon Web Services (AWS) Company Summary
Table 31. Amazon Web Services (AWS) Machine Learning Infrastructure as a Service Product Offerings
Table 32. Amazon Web Services (AWS) Machine Learning Infrastructure as a Service Revenue (US$, Mn) & (2018-2023)
Table 33. Amazon Web Services (AWS) Key News & Latest Developments
Table 34. Google Company Summary
Table 35. Google Machine Learning Infrastructure as a Service Product Offerings
Table 36. Google Machine Learning Infrastructure as a Service Revenue (US$, Mn) & (2018-2023)
Table 37. Google Key News & Latest Developments
Table 38. Valohai Company Summary
Table 39. Valohai Machine Learning Infrastructure as a Service Product Offerings
Table 40. Valohai Machine Learning Infrastructure as a Service Revenue (US$, Mn) & (2018-2023)
Table 41. Valohai Key News & Latest Developments
Table 42. Microsoft Company Summary
Table 43. Microsoft Machine Learning Infrastructure as a Service Product Offerings
Table 44. Microsoft Machine Learning Infrastructure as a Service Revenue (US$, Mn) & (2018-2023)
Table 45. Microsoft Key News & Latest Developments
Table 46. VMware, Inc Company Summary
Table 47. VMware, Inc Machine Learning Infrastructure as a Service Product Offerings
Table 48. VMware, Inc Machine Learning Infrastructure as a Service Revenue (US$, Mn) & (2018-2023)
Table 49. VMware, Inc Key News & Latest Developments
Table 50. PyTorch Company Summary
Table 51. PyTorch Machine Learning Infrastructure as a Service Product Offerings
Table 52. PyTorch Machine Learning Infrastructure as a Service Revenue (US$, Mn) & (2018-2023)
Table 53. PyTorch Key News & Latest Developments
List of Figures
Figure 1. Machine Learning Infrastructure as a Service Segment by Type in 2022
Figure 2. Machine Learning Infrastructure as a Service Segment by Application in 2022
Figure 3. Global Machine Learning Infrastructure as a Service Market Overview: 2022
Figure 4. Key Caveats
Figure 5. Global Machine Learning Infrastructure as a Service Market Size: 2022 VS 2032 (US$, Mn)
Figure 6. Global Machine Learning Infrastructure as a Service Revenue, 2018-2032 (US$, Mn)
Figure 7. The Top 3 and 5 Players Market Share by Machine Learning Infrastructure as a Service Revenue in 2022
Figure 8. By Type - Global Machine Learning Infrastructure as a Service Revenue Market Share, 2018-2032
Figure 9. By Application - Global Machine Learning Infrastructure as a Service Revenue Market Share, 2018-2032
Figure 10. By Type - Global Machine Learning Infrastructure as a Service Revenue, (US$, Mn), 2022 & 2032
Figure 11. By Type - Global Machine Learning Infrastructure as a Service Revenue Market Share, 2018-2032
Figure 12. By Application - Global Machine Learning Infrastructure as a Service Revenue, (US$, Mn), 2022 & 2032
Figure 13. By Application - Global Machine Learning Infrastructure as a Service Revenue Market Share, 2018-2032
Figure 14. By Region - Global Machine Learning Infrastructure as a Service Revenue Market Share, 2018-2032
Figure 15. By Country - North America Machine Learning Infrastructure as a Service Revenue Market Share, 2018-2032
Figure 16. US Machine Learning Infrastructure as a Service Revenue, (US$, Mn), 2018-2032
Figure 17. Canada Machine Learning Infrastructure as a Service Revenue, (US$, Mn), 2018-2032
Figure 18. Mexico Machine Learning Infrastructure as a Service Revenue, (US$, Mn), 2018-2032
Figure 19. By Country - Europe Machine Learning Infrastructure as a Service Revenue Market Share, 2018-2032
Figure 20. Germany Machine Learning Infrastructure as a Service Revenue, (US$, Mn), 2018-2032
Figure 21. France Machine Learning Infrastructure as a Service Revenue, (US$, Mn), 2018-2032
Figure 22. U.K. Machine Learning Infrastructure as a Service Revenue, (US$, Mn), 2018-2032
Figure 23. Italy Machine Learning Infrastructure as a Service Revenue, (US$, Mn), 2018-2032
Figure 24. Russia Machine Learning Infrastructure as a Service Revenue, (US$, Mn), 2018-2032
Figure 25. Nordic Countries Machine Learning Infrastructure as a Service Revenue, (US$, Mn), 2018-2032
Figure 26. Benelux Machine Learning Infrastructure as a Service Revenue, (US$, Mn), 2018-2032
Figure 27. By Region - Asia Machine Learning Infrastructure as a Service Revenue Market Share, 2018-2032
Figure 28. China Machine Learning Infrastructure as a Service Revenue, (US$, Mn), 2018-2032
Figure 29. Japan Machine Learning Infrastructure as a Service Revenue, (US$, Mn), 2018-2032
Figure 30. South Korea Machine Learning Infrastructure as a Service Revenue, (US$, Mn), 2018-2032
Figure 31. Southeast Asia Machine Learning Infrastructure as a Service Revenue, (US$, Mn), 2018-2032
Figure 32. India Machine Learning Infrastructure as a Service Revenue, (US$, Mn), 2018-2032
Figure 33. By Country - South America Machine Learning Infrastructure as a Service Revenue Market Share, 2018-2032
Figure 34. Brazil Machine Learning Infrastructure as a Service Revenue, (US$, Mn), 2018-2032
Figure 35. Argentina Machine Learning Infrastructure as a Service Revenue, (US$, Mn), 2018-2032
Figure 36. By Country - Middle East & Africa Machine Learning Infrastructure as a Service Revenue Market Share, 2018-2032
Figure 37. Turkey Machine Learning Infrastructure as a Service Revenue, (US$, Mn), 2018-2032
Figure 38. Israel Machine Learning Infrastructure as a Service Revenue, (US$, Mn), 2018-2032
Figure 39. Saudi Arabia Machine Learning Infrastructure as a Service Revenue, (US$, Mn), 2018-2032
Figure 40. UAE Machine Learning Infrastructure as a Service Revenue, (US$, Mn), 2018-2032
Figure 41. Amazon Web Services (AWS) Machine Learning Infrastructure as a Service Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 42. Google Machine Learning Infrastructure as a Service Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 43. Valohai Machine Learning Infrastructure as a Service Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 44. Microsoft Machine Learning Infrastructure as a Service Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 45. VMware, Inc Machine Learning Infrastructure as a Service Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 46. PyTorch Machine Learning Infrastructure as a Service Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
