Covid-19 Impact on Global Machine Learning Infrastructure as a Service Market Size, Status and Forecast 2020-2026
Since the COVID-19 virus outbreak in December 2019, the disease has spread to almost 100 countries around the globe with the World Health Organization declaring it a public health emergency. The global impacts of the coronavirus disease 2019 (COVID-19) are already starting to be felt, and will significantly affect the Machine Learning Infrastructure as a Service market in 2020.
COVID-19 can affect the global economy in three main ways: by directly affecting production and demand, by creating supply chain and market disruption, and by its financial impact on firms and financial markets.
The outbreak of COVID-19 has brought effects on many aspects, like flight cancellations; travel bans and quarantines; restaurants closed; all indoor events restricted; over forty countries state of emergency declared; massive slowing of the supply chain; stock market volatility; falling business confidence, growing panic among the population, and uncertainty about future.
This report also analyses the impact of Coronavirus COVID-19 on the Machine Learning Infrastructure as a Service industry.
Based on our recent survey, we have several different scenarios about the Machine Learning Infrastructure as a Service YoY growth rate for 2020. The probable scenario is expected to grow by a xx% in 2020 and the revenue will be xx in 2020 from US$ xx million in 2019. The market size of Machine Learning Infrastructure as a Service will reach xx in 2026, with a CAGR of xx% from 2020 to 2026.
With industry-standard accuracy in analysis and high data integrity, the report makes a brilliant attempt to unveil key opportunities available in the global Machine Learning Infrastructure as a Service market to help players in achieving a strong market position. Buyers of the report can access verified and reliable market forecasts, including those for the overall size of the global Machine Learning Infrastructure as a Service market in terms of revenue.
Players, stakeholders, and other participants in the global Machine Learning Infrastructure as a Service market will be able to gain the upper hand as they use the report as a powerful resource. For this version of the report, the segmental analysis focuses on revenue and forecast by each application segment in terms of revenue and forecast by each type segment in terms of revenue for the period 2015-2026.
Regional and Country-level Analysis
The report offers an exhaustive geographical analysis of the global Machine Learning Infrastructure as a Service market, covering important regions, viz, North America, Europe, China, Japan, Southeast Asia, India and Central & South America. It also covers key countries (regions), viz, U.S., Canada, Germany, France, U.K., Italy, Russia, China, Japan, South Korea, India, Australia, Taiwan, Indonesia, Thailand, Malaysia, Philippines, Vietnam, Mexico, Brazil, Turkey, Saudi Arabia, U.A.E, etc.
The report includes country-wise and region-wise market size for the period 2015-2026. It also includes market size and forecast by each application segment in terms of revenue for the period 2015-2026.
Competition Analysis
In the competitive analysis section of the report, leading as well as prominent players of the global Machine Learning Infrastructure as a Service market are broadly studied on the basis of key factors. The report offers comprehensive analysis and accurate statistics on revenue by the player for the period 2015-2020. It also offers detailed analysis supported by reliable statistics on price and revenue (global level) by player for the period 2015-2020.
On the whole, the report proves to be an effective tool that players can use to gain a competitive edge over their competitors and ensure lasting success in the global Machine Learning Infrastructure as a Service market. All of the findings, data, and information provided in the report are validated and revalidated with the help of trustworthy sources. The analysts who have authored the report took a unique and industry-best research and analysis approach for an in-depth study of the global Machine Learning Infrastructure as a Service market.
The following players are covered in this report:
COVID-19 can affect the global economy in three main ways: by directly affecting production and demand, by creating supply chain and market disruption, and by its financial impact on firms and financial markets.
The outbreak of COVID-19 has brought effects on many aspects, like flight cancellations; travel bans and quarantines; restaurants closed; all indoor events restricted; over forty countries state of emergency declared; massive slowing of the supply chain; stock market volatility; falling business confidence, growing panic among the population, and uncertainty about future.
This report also analyses the impact of Coronavirus COVID-19 on the Machine Learning Infrastructure as a Service industry.
Based on our recent survey, we have several different scenarios about the Machine Learning Infrastructure as a Service YoY growth rate for 2020. The probable scenario is expected to grow by a xx% in 2020 and the revenue will be xx in 2020 from US$ xx million in 2019. The market size of Machine Learning Infrastructure as a Service will reach xx in 2026, with a CAGR of xx% from 2020 to 2026.
With industry-standard accuracy in analysis and high data integrity, the report makes a brilliant attempt to unveil key opportunities available in the global Machine Learning Infrastructure as a Service market to help players in achieving a strong market position. Buyers of the report can access verified and reliable market forecasts, including those for the overall size of the global Machine Learning Infrastructure as a Service market in terms of revenue.
Players, stakeholders, and other participants in the global Machine Learning Infrastructure as a Service market will be able to gain the upper hand as they use the report as a powerful resource. For this version of the report, the segmental analysis focuses on revenue and forecast by each application segment in terms of revenue and forecast by each type segment in terms of revenue for the period 2015-2026.
Regional and Country-level Analysis
The report offers an exhaustive geographical analysis of the global Machine Learning Infrastructure as a Service market, covering important regions, viz, North America, Europe, China, Japan, Southeast Asia, India and Central & South America. It also covers key countries (regions), viz, U.S., Canada, Germany, France, U.K., Italy, Russia, China, Japan, South Korea, India, Australia, Taiwan, Indonesia, Thailand, Malaysia, Philippines, Vietnam, Mexico, Brazil, Turkey, Saudi Arabia, U.A.E, etc.
The report includes country-wise and region-wise market size for the period 2015-2026. It also includes market size and forecast by each application segment in terms of revenue for the period 2015-2026.
Competition Analysis
In the competitive analysis section of the report, leading as well as prominent players of the global Machine Learning Infrastructure as a Service market are broadly studied on the basis of key factors. The report offers comprehensive analysis and accurate statistics on revenue by the player for the period 2015-2020. It also offers detailed analysis supported by reliable statistics on price and revenue (global level) by player for the period 2015-2020.
On the whole, the report proves to be an effective tool that players can use to gain a competitive edge over their competitors and ensure lasting success in the global Machine Learning Infrastructure as a Service market. All of the findings, data, and information provided in the report are validated and revalidated with the help of trustworthy sources. The analysts who have authored the report took a unique and industry-best research and analysis approach for an in-depth study of the global Machine Learning Infrastructure as a Service market.
The following players are covered in this report:
- Amazon Web Services (AWS)
- Valohai
- Microsoft
- VMware, Inc
- PyTorch
- ...
- 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)
- Retail
- Logistics
- Telecommunications
- Others
1 REPORT OVERVIEW
1.1 Study Scope
1.2 Key Market Segments
1.3 Players Covered: Ranking by Machine Learning Infrastructure as a Service Revenue
1.4 Market Analysis by Type
1.4.1 Global Machine Learning Infrastructure as a Service Market Size Growth Rate by Type: 2020 VS 2026
1.4.2 Disaster Recovery as a Service (DRaaS)
1.4.3 Compute as a Service (CaaS)
1.4.4 Data Center as a Service (DCaaS)
1.4.5 Desktop as a Service (DaaS)
1.4.6 Storage as a Service (STaaS)
1.5 Market by Application
1.5.1 Global Machine Learning Infrastructure as a Service Market Share by Application: 2020 VS 2026
1.5.2 Retail
1.5.3 Logistics
1.5.4 Telecommunications
1.5.5 Others
1.6 Coronavirus Disease 2019 (Covid-19): Machine Learning Infrastructure as a Service Industry Impact
1.6.1 How the Covid-19 is Affecting the Machine Learning Infrastructure as a Service Industry
1.6.1.1 Machine Learning Infrastructure as a Service Business Impact Assessment - Covid-19
1.6.1.2 Supply Chain Challenges
1.6.1.3 COVID-19’s Impact On Crude Oil and Refined Products
1.6.2 Market Trends and Machine Learning Infrastructure as a Service Potential Opportunities in the COVID-19 Landscape
1.6.3 Measures / Proposal against Covid-19
1.6.3.1 Government Measures to Combat Covid-19 Impact
1.6.3.2 Proposal for Machine Learning Infrastructure as a Service Players to Combat Covid-19 Impact
1.7 Study Objectives
1.8 Years Considered
2 GLOBAL GROWTH TRENDS BY REGIONS
2.1 Machine Learning Infrastructure as a Service Market Perspective (2015-2026)
2.2 Machine Learning Infrastructure as a Service Growth Trends by Regions
2.2.1 Machine Learning Infrastructure as a Service Market Size by Regions: 2015 VS 2020 VS 2026
2.2.2 Machine Learning Infrastructure as a Service Historic Market Share by Regions (2015-2020)
2.2.3 Machine Learning Infrastructure as a Service Forecasted Market Size by Regions (2021-2026)
2.3 Industry Trends and Growth Strategy
2.3.1 Market Top Trends
2.3.2 Market Drivers
2.3.3 Market Challenges
2.3.4 Porter’s Five Forces Analysis
2.3.5 Machine Learning Infrastructure as a Service Market Growth Strategy
2.3.6 Primary Interviews with Key Machine Learning Infrastructure as a Service Players (Opinion Leaders)
3 COMPETITION LANDSCAPE BY KEY PLAYERS
3.1 Global Top Machine Learning Infrastructure as a Service Players by Market Size
3.1.1 Global Top Machine Learning Infrastructure as a Service Players by Revenue (2015-2020)
3.1.2 Global Machine Learning Infrastructure as a Service Revenue Market Share by Players (2015-2020)
3.1.3 Global Machine Learning Infrastructure as a Service Market Share by Company Type (Tier 1, Tier 2 and Tier 3)
3.2 Global Machine Learning Infrastructure as a Service Market Concentration Ratio
3.2.1 Global Machine Learning Infrastructure as a Service Market Concentration Ratio (CR5 and HHI)
3.2.2 Global Top 10 and Top 5 Companies by Machine Learning Infrastructure as a Service Revenue in 2019
3.3 Machine Learning Infrastructure as a Service Key Players Head office and Area Served
3.4 Key Players Machine Learning Infrastructure as a Service Product Solution and Service
3.5 Date of Enter into Machine Learning Infrastructure as a Service Market
3.6 Mergers & Acquisitions, Expansion Plans
4 BREAKDOWN DATA BY TYPE (2015-2026)
4.1 Global Machine Learning Infrastructure as a Service Historic Market Size by Type (2015-2020)
4.2 Global Machine Learning Infrastructure as a Service Forecasted Market Size by Type (2021-2026)
5 MACHINE LEARNING INFRASTRUCTURE AS A SERVICE BREAKDOWN DATA BY APPLICATION (2015-2026)
5.1 Global Machine Learning Infrastructure as a Service Market Size by Application (2015-2020)
5.2 Global Machine Learning Infrastructure as a Service Forecasted Market Size by Application (2021-2026)
6 NORTH AMERICA
6.1 North America Machine Learning Infrastructure as a Service Market Size (2015-2020)
6.2 Machine Learning Infrastructure as a Service Key Players in North America (2019-2020)
6.3 North America Machine Learning Infrastructure as a Service Market Size by Type (2015-2020)
6.4 North America Machine Learning Infrastructure as a Service Market Size by Application (2015-2020)
7 EUROPE
7.1 Europe Machine Learning Infrastructure as a Service Market Size (2015-2020)
7.2 Machine Learning Infrastructure as a Service Key Players in Europe (2019-2020)
7.3 Europe Machine Learning Infrastructure as a Service Market Size by Type (2015-2020)
7.4 Europe Machine Learning Infrastructure as a Service Market Size by Application (2015-2020)
8 CHINA
8.1 China Machine Learning Infrastructure as a Service Market Size (2015-2020)
8.2 Machine Learning Infrastructure as a Service Key Players in China (2019-2020)
8.3 China Machine Learning Infrastructure as a Service Market Size by Type (2015-2020)
8.4 China Machine Learning Infrastructure as a Service Market Size by Application (2015-2020)
9 JAPAN
9.1 Japan Machine Learning Infrastructure as a Service Market Size (2015-2020)
9.2 Machine Learning Infrastructure as a Service Key Players in Japan (2019-2020)
9.3 Japan Machine Learning Infrastructure as a Service Market Size by Type (2015-2020)
9.4 Japan Machine Learning Infrastructure as a Service Market Size by Application (2015-2020)
10 SOUTHEAST ASIA
10.1 Southeast Asia Machine Learning Infrastructure as a Service Market Size (2015-2020)
10.2 Machine Learning Infrastructure as a Service Key Players in Southeast Asia (2019-2020)
10.3 Southeast Asia Machine Learning Infrastructure as a Service Market Size by Type (2015-2020)
10.4 Southeast Asia Machine Learning Infrastructure as a Service Market Size by Application (2015-2020)
11 INDIA
11.1 India Machine Learning Infrastructure as a Service Market Size (2015-2020)
11.2 Machine Learning Infrastructure as a Service Key Players in India (2019-2020)
11.3 India Machine Learning Infrastructure as a Service Market Size by Type (2015-2020)
11.4 India Machine Learning Infrastructure as a Service Market Size by Application (2015-2020)
12 CENTRAL & SOUTH AMERICA
12.1 Central & South America Machine Learning Infrastructure as a Service Market Size (2015-2020)
12.2 Machine Learning Infrastructure as a Service Key Players in Central & South America (2019-2020)
12.3 Central & South America Machine Learning Infrastructure as a Service Market Size by Type (2015-2020)
12.4 Central & South America Machine Learning Infrastructure as a Service Market Size by Application (2015-2020)
13 KEY PLAYERS PROFILES
13.1 Amazon Web Services (AWS)
13.1.1 Amazon Web Services (AWS) Company Details
13.1.2 Amazon Web Services (AWS) Business Overview and Its Total Revenue
13.1.3 Amazon Web Services (AWS) Machine Learning Infrastructure as a Service Introduction
13.1.4 Amazon Web Services (AWS) Revenue in Machine Learning Infrastructure as a Service Business (2015-2020))
13.1.5 Amazon Web Services (AWS) Recent Development
13.2 Google
13.2.1 Google Company Details
13.2.2 Google Business Overview and Its Total Revenue
13.2.3 Google Machine Learning Infrastructure as a Service Introduction
13.2.4 Google Revenue in Machine Learning Infrastructure as a Service Business (2015-2020)
13.2.5 Google Recent Development
13.3 Valohai
13.3.1 Valohai Company Details
13.3.2 Valohai Business Overview and Its Total Revenue
13.3.3 Valohai Machine Learning Infrastructure as a Service Introduction
13.3.4 Valohai Revenue in Machine Learning Infrastructure as a Service Business (2015-2020)
13.3.5 Valohai Recent Development
13.4 Microsoft
13.4.1 Microsoft Company Details
13.4.2 Microsoft Business Overview and Its Total Revenue
13.4.3 Microsoft Machine Learning Infrastructure as a Service Introduction
13.4.4 Microsoft Revenue in Machine Learning Infrastructure as a Service Business (2015-2020)
13.4.5 Microsoft Recent Development
13.5 VMware, Inc
13.5.1 VMware, Inc Company Details
13.5.2 VMware, Inc Business Overview and Its Total Revenue
13.5.3 VMware, Inc Machine Learning Infrastructure as a Service Introduction
13.5.4 VMware, Inc Revenue in Machine Learning Infrastructure as a Service Business (2015-2020)
13.5.5 VMware, Inc Recent Development
13.6 PyTorch
13.6.1 PyTorch Company Details
13.6.2 PyTorch Business Overview and Its Total Revenue
13.6.3 PyTorch Machine Learning Infrastructure as a Service Introduction
13.6.4 PyTorch Revenue in Machine Learning Infrastructure as a Service Business (2015-2020)
13.6.5 PyTorch Recent Development
14 ANALYST'S VIEWPOINTS/CONCLUSIONS
15 APPENDIX
15.1 Research Methodology
15.1.1 Methodology/Research Approach
15.1.2 Data Source
15.2 Disclaimer
15.3 Author Details
1.1 Study Scope
1.2 Key Market Segments
1.3 Players Covered: Ranking by Machine Learning Infrastructure as a Service Revenue
1.4 Market Analysis by Type
1.4.1 Global Machine Learning Infrastructure as a Service Market Size Growth Rate by Type: 2020 VS 2026
1.4.2 Disaster Recovery as a Service (DRaaS)
1.4.3 Compute as a Service (CaaS)
1.4.4 Data Center as a Service (DCaaS)
1.4.5 Desktop as a Service (DaaS)
1.4.6 Storage as a Service (STaaS)
1.5 Market by Application
1.5.1 Global Machine Learning Infrastructure as a Service Market Share by Application: 2020 VS 2026
1.5.2 Retail
1.5.3 Logistics
1.5.4 Telecommunications
1.5.5 Others
1.6 Coronavirus Disease 2019 (Covid-19): Machine Learning Infrastructure as a Service Industry Impact
1.6.1 How the Covid-19 is Affecting the Machine Learning Infrastructure as a Service Industry
1.6.1.1 Machine Learning Infrastructure as a Service Business Impact Assessment - Covid-19
1.6.1.2 Supply Chain Challenges
1.6.1.3 COVID-19’s Impact On Crude Oil and Refined Products
1.6.2 Market Trends and Machine Learning Infrastructure as a Service Potential Opportunities in the COVID-19 Landscape
1.6.3 Measures / Proposal against Covid-19
1.6.3.1 Government Measures to Combat Covid-19 Impact
1.6.3.2 Proposal for Machine Learning Infrastructure as a Service Players to Combat Covid-19 Impact
1.7 Study Objectives
1.8 Years Considered
2 GLOBAL GROWTH TRENDS BY REGIONS
2.1 Machine Learning Infrastructure as a Service Market Perspective (2015-2026)
2.2 Machine Learning Infrastructure as a Service Growth Trends by Regions
2.2.1 Machine Learning Infrastructure as a Service Market Size by Regions: 2015 VS 2020 VS 2026
2.2.2 Machine Learning Infrastructure as a Service Historic Market Share by Regions (2015-2020)
2.2.3 Machine Learning Infrastructure as a Service Forecasted Market Size by Regions (2021-2026)
2.3 Industry Trends and Growth Strategy
2.3.1 Market Top Trends
2.3.2 Market Drivers
2.3.3 Market Challenges
2.3.4 Porter’s Five Forces Analysis
2.3.5 Machine Learning Infrastructure as a Service Market Growth Strategy
2.3.6 Primary Interviews with Key Machine Learning Infrastructure as a Service Players (Opinion Leaders)
3 COMPETITION LANDSCAPE BY KEY PLAYERS
3.1 Global Top Machine Learning Infrastructure as a Service Players by Market Size
3.1.1 Global Top Machine Learning Infrastructure as a Service Players by Revenue (2015-2020)
3.1.2 Global Machine Learning Infrastructure as a Service Revenue Market Share by Players (2015-2020)
3.1.3 Global Machine Learning Infrastructure as a Service Market Share by Company Type (Tier 1, Tier 2 and Tier 3)
3.2 Global Machine Learning Infrastructure as a Service Market Concentration Ratio
3.2.1 Global Machine Learning Infrastructure as a Service Market Concentration Ratio (CR5 and HHI)
3.2.2 Global Top 10 and Top 5 Companies by Machine Learning Infrastructure as a Service Revenue in 2019
3.3 Machine Learning Infrastructure as a Service Key Players Head office and Area Served
3.4 Key Players Machine Learning Infrastructure as a Service Product Solution and Service
3.5 Date of Enter into Machine Learning Infrastructure as a Service Market
3.6 Mergers & Acquisitions, Expansion Plans
4 BREAKDOWN DATA BY TYPE (2015-2026)
4.1 Global Machine Learning Infrastructure as a Service Historic Market Size by Type (2015-2020)
4.2 Global Machine Learning Infrastructure as a Service Forecasted Market Size by Type (2021-2026)
5 MACHINE LEARNING INFRASTRUCTURE AS A SERVICE BREAKDOWN DATA BY APPLICATION (2015-2026)
5.1 Global Machine Learning Infrastructure as a Service Market Size by Application (2015-2020)
5.2 Global Machine Learning Infrastructure as a Service Forecasted Market Size by Application (2021-2026)
6 NORTH AMERICA
6.1 North America Machine Learning Infrastructure as a Service Market Size (2015-2020)
6.2 Machine Learning Infrastructure as a Service Key Players in North America (2019-2020)
6.3 North America Machine Learning Infrastructure as a Service Market Size by Type (2015-2020)
6.4 North America Machine Learning Infrastructure as a Service Market Size by Application (2015-2020)
7 EUROPE
7.1 Europe Machine Learning Infrastructure as a Service Market Size (2015-2020)
7.2 Machine Learning Infrastructure as a Service Key Players in Europe (2019-2020)
7.3 Europe Machine Learning Infrastructure as a Service Market Size by Type (2015-2020)
7.4 Europe Machine Learning Infrastructure as a Service Market Size by Application (2015-2020)
8 CHINA
8.1 China Machine Learning Infrastructure as a Service Market Size (2015-2020)
8.2 Machine Learning Infrastructure as a Service Key Players in China (2019-2020)
8.3 China Machine Learning Infrastructure as a Service Market Size by Type (2015-2020)
8.4 China Machine Learning Infrastructure as a Service Market Size by Application (2015-2020)
9 JAPAN
9.1 Japan Machine Learning Infrastructure as a Service Market Size (2015-2020)
9.2 Machine Learning Infrastructure as a Service Key Players in Japan (2019-2020)
9.3 Japan Machine Learning Infrastructure as a Service Market Size by Type (2015-2020)
9.4 Japan Machine Learning Infrastructure as a Service Market Size by Application (2015-2020)
10 SOUTHEAST ASIA
10.1 Southeast Asia Machine Learning Infrastructure as a Service Market Size (2015-2020)
10.2 Machine Learning Infrastructure as a Service Key Players in Southeast Asia (2019-2020)
10.3 Southeast Asia Machine Learning Infrastructure as a Service Market Size by Type (2015-2020)
10.4 Southeast Asia Machine Learning Infrastructure as a Service Market Size by Application (2015-2020)
11 INDIA
11.1 India Machine Learning Infrastructure as a Service Market Size (2015-2020)
11.2 Machine Learning Infrastructure as a Service Key Players in India (2019-2020)
11.3 India Machine Learning Infrastructure as a Service Market Size by Type (2015-2020)
11.4 India Machine Learning Infrastructure as a Service Market Size by Application (2015-2020)
12 CENTRAL & SOUTH AMERICA
12.1 Central & South America Machine Learning Infrastructure as a Service Market Size (2015-2020)
12.2 Machine Learning Infrastructure as a Service Key Players in Central & South America (2019-2020)
12.3 Central & South America Machine Learning Infrastructure as a Service Market Size by Type (2015-2020)
12.4 Central & South America Machine Learning Infrastructure as a Service Market Size by Application (2015-2020)
13 KEY PLAYERS PROFILES
13.1 Amazon Web Services (AWS)
13.1.1 Amazon Web Services (AWS) Company Details
13.1.2 Amazon Web Services (AWS) Business Overview and Its Total Revenue
13.1.3 Amazon Web Services (AWS) Machine Learning Infrastructure as a Service Introduction
13.1.4 Amazon Web Services (AWS) Revenue in Machine Learning Infrastructure as a Service Business (2015-2020))
13.1.5 Amazon Web Services (AWS) Recent Development
13.2 Google
13.2.1 Google Company Details
13.2.2 Google Business Overview and Its Total Revenue
13.2.3 Google Machine Learning Infrastructure as a Service Introduction
13.2.4 Google Revenue in Machine Learning Infrastructure as a Service Business (2015-2020)
13.2.5 Google Recent Development
13.3 Valohai
13.3.1 Valohai Company Details
13.3.2 Valohai Business Overview and Its Total Revenue
13.3.3 Valohai Machine Learning Infrastructure as a Service Introduction
13.3.4 Valohai Revenue in Machine Learning Infrastructure as a Service Business (2015-2020)
13.3.5 Valohai Recent Development
13.4 Microsoft
13.4.1 Microsoft Company Details
13.4.2 Microsoft Business Overview and Its Total Revenue
13.4.3 Microsoft Machine Learning Infrastructure as a Service Introduction
13.4.4 Microsoft Revenue in Machine Learning Infrastructure as a Service Business (2015-2020)
13.4.5 Microsoft Recent Development
13.5 VMware, Inc
13.5.1 VMware, Inc Company Details
13.5.2 VMware, Inc Business Overview and Its Total Revenue
13.5.3 VMware, Inc Machine Learning Infrastructure as a Service Introduction
13.5.4 VMware, Inc Revenue in Machine Learning Infrastructure as a Service Business (2015-2020)
13.5.5 VMware, Inc Recent Development
13.6 PyTorch
13.6.1 PyTorch Company Details
13.6.2 PyTorch Business Overview and Its Total Revenue
13.6.3 PyTorch Machine Learning Infrastructure as a Service Introduction
13.6.4 PyTorch Revenue in Machine Learning Infrastructure as a Service Business (2015-2020)
13.6.5 PyTorch Recent Development
14 ANALYST'S VIEWPOINTS/CONCLUSIONS
15 APPENDIX
15.1 Research Methodology
15.1.1 Methodology/Research Approach
15.1.2 Data Source
15.2 Disclaimer
15.3 Author Details
LIST OF TABLES
Table 1. Machine Learning Infrastructure as a Service Key Market Segments
Table 2. Key Players Covered: Ranking by Machine Learning Infrastructure as a Service Revenue
Table 3. Ranking of Global Top Machine Learning Infrastructure as a Service Manufacturers by Revenue (US$ Million) in 2019
Table 4. Global Machine Learning Infrastructure as a Service Market Size Growth Rate by Type (US$ Million): 2020 VS 2026
Table 5. Key Players of Disaster Recovery as a Service (DRaaS)
Table 6. Key Players of Compute as a Service (CaaS)
Table 7. Key Players of Data Center as a Service (DCaaS)
Table 8. Key Players of Desktop as a Service (DaaS)
Table 9. Key Players of Storage as a Service (STaaS)
Table 10. COVID-19 Impact Global Market: (Four Machine Learning Infrastructure as a Service Market Size Forecast Scenarios)
Table 11. Opportunities and Trends for Machine Learning Infrastructure as a Service Players in the COVID-19 Landscape
Table 12. Present Opportunities in China & Elsewhere Due to the Coronavirus Crisis
Table 13. Key Regions/Countries Measures against Covid-19 Impact
Table 14. Proposal for Machine Learning Infrastructure as a Service Players to Combat Covid-19 Impact
Table 15. Global Machine Learning Infrastructure as a Service Market Size Growth by Application (US$ Million): 2020 VS 2026
Table 16. Global Machine Learning Infrastructure as a Service Market Size by Regions (US$ Million): 2020 VS 2026
Table 17. Global Machine Learning Infrastructure as a Service Market Size by Regions (2015-2020) (US$ Million)
Table 18. Global Machine Learning Infrastructure as a Service Market Share by Regions (2015-2020)
Table 19. Global Machine Learning Infrastructure as a Service Forecasted Market Size by Regions (2021-2026) (US$ Million)
Table 20. Global Machine Learning Infrastructure as a Service Market Share by Regions (2021-2026)
Table 21. Market Top Trends
Table 22. Key Drivers: Impact Analysis
Table 23. Key Challenges
Table 24. Machine Learning Infrastructure as a Service Market Growth Strategy
Table 25. Main Points Interviewed from Key Machine Learning Infrastructure as a Service Players
Table 26. Global Machine Learning Infrastructure as a Service Revenue by Players (2015-2020) (Million US$)
Table 27. Global Machine Learning Infrastructure as a Service Market Share by Players (2015-2020)
Table 28. Global Top Machine Learning Infrastructure as a Service Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Machine Learning Infrastructure as a Service as of 2019)
Table 29. Global Machine Learning Infrastructure as a Service by Players Market Concentration Ratio (CR5 and HHI)
Table 30. Key Players Headquarters and Area Served
Table 31. Key Players Machine Learning Infrastructure as a Service Product Solution and Service
Table 32. Date of Enter into Machine Learning Infrastructure as a Service Market
Table 33. Mergers & Acquisitions, Expansion Plans
Table 34. Global Machine Learning Infrastructure as a Service Market Size by Type (2015-2020) (Million US$)
Table 35. Global Machine Learning Infrastructure as a Service Market Size Share by Type (2015-2020)
Table 36. Global Machine Learning Infrastructure as a Service Revenue Market Share by Type (2021-2026)
Table 37. Global Machine Learning Infrastructure as a Service Market Size Share by Application (2015-2020)
Table 38. Global Machine Learning Infrastructure as a Service Market Size by Application (2015-2020) (Million US$)
Table 39. Global Machine Learning Infrastructure as a Service Market Size Share by Application (2021-2026)
Table 40. North America Key Players Machine Learning Infrastructure as a Service Revenue (2019-2020) (Million US$)
Table 41. North America Key Players Machine Learning Infrastructure as a Service Market Share (2019-2020)
Table 42. North America Machine Learning Infrastructure as a Service Market Size by Type (2015-2020) (Million US$)
Table 43. North America Machine Learning Infrastructure as a Service Market Share by Type (2015-2020)
Table 44. North America Machine Learning Infrastructure as a Service Market Size by Application (2015-2020) (Million US$)
Table 45. North America Machine Learning Infrastructure as a Service Market Share by Application (2015-2020)
Table 46. Europe Key Players Machine Learning Infrastructure as a Service Revenue (2019-2020) (Million US$)
Table 47. Europe Key Players Machine Learning Infrastructure as a Service Market Share (2019-2020)
Table 48. Europe Machine Learning Infrastructure as a Service Market Size by Type (2015-2020) (Million US$)
Table 49. Europe Machine Learning Infrastructure as a Service Market Share by Type (2015-2020)
Table 50. Europe Machine Learning Infrastructure as a Service Market Size by Application (2015-2020) (Million US$)
Table 51. Europe Machine Learning Infrastructure as a Service Market Share by Application (2015-2020)
Table 52. China Key Players Machine Learning Infrastructure as a Service Revenue (2019-2020) (Million US$)
Table 53. China Key Players Machine Learning Infrastructure as a Service Market Share (2019-2020)
Table 54. China Machine Learning Infrastructure as a Service Market Size by Type (2015-2020) (Million US$)
Table 55. China Machine Learning Infrastructure as a Service Market Share by Type (2015-2020)
Table 56. China Machine Learning Infrastructure as a Service Market Size by Application (2015-2020) (Million US$)
Table 57. China Machine Learning Infrastructure as a Service Market Share by Application (2015-2020)
Table 58. Japan Key Players Machine Learning Infrastructure as a Service Revenue (2019-2020) (Million US$)
Table 59. Japan Key Players Machine Learning Infrastructure as a Service Market Share (2019-2020)
Table 60. Japan Machine Learning Infrastructure as a Service Market Size by Type (2015-2020) (Million US$)
Table 61. Japan Machine Learning Infrastructure as a Service Market Share by Type (2015-2020)
Table 62. Japan Machine Learning Infrastructure as a Service Market Size by Application (2015-2020) (Million US$)
Table 63. Japan Machine Learning Infrastructure as a Service Market Share by Application (2015-2020)
Table 64. Southeast Asia Key Players Machine Learning Infrastructure as a Service Revenue (2019-2020) (Million US$)
Table 65. Southeast Asia Key Players Machine Learning Infrastructure as a Service Market Share (2019-2020)
Table 66. Southeast Asia Machine Learning Infrastructure as a Service Market Size by Type (2015-2020) (Million US$)
Table 67. Southeast Asia Machine Learning Infrastructure as a Service Market Share by Type (2015-2020)
Table 68. Southeast Asia Machine Learning Infrastructure as a Service Market Size by Application (2015-2020) (Million US$)
Table 69. Southeast Asia Machine Learning Infrastructure as a Service Market Share by Application (2015-2020)
Table 70. India Key Players Machine Learning Infrastructure as a Service Revenue (2019-2020) (Million US$)
Table 71. India Key Players Machine Learning Infrastructure as a Service Market Share (2019-2020)
Table 72. India Machine Learning Infrastructure as a Service Market Size by Type (2015-2020) (Million US$)
Table 73. India Machine Learning Infrastructure as a Service Market Share by Type (2015-2020)
Table 74. India Machine Learning Infrastructure as a Service Market Size by Application (2015-2020) (Million US$)
Table 75. India Machine Learning Infrastructure as a Service Market Share by Application (2015-2020)
Table 76. Central & South America Key Players Machine Learning Infrastructure as a Service Revenue (2019-2020) (Million US$)
Table 77. Central & South America Key Players Machine Learning Infrastructure as a Service Market Share (2019-2020)
Table 78. Central & South America Machine Learning Infrastructure as a Service Market Size by Type (2015-2020) (Million US$)
Table 79. Central & South America Machine Learning Infrastructure as a Service Market Share by Type (2015-2020)
Table 80. Central & South America Machine Learning Infrastructure as a Service Market Size by Application (2015-2020) (Million US$)
Table 81. Central & South America Machine Learning Infrastructure as a Service Market Share by Application (2015-2020)
Table 82. Amazon Web Services (AWS) Company Details
Table 83. Amazon Web Services (AWS) Business Overview
Table 84. Amazon Web Services (AWS) Product
Table 85. Amazon Web Services (AWS) Revenue in Machine Learning Infrastructure as a Service Business (2015-2020) (Million US$)
Table 86. Amazon Web Services (AWS) Recent Development
Table 87. Google Company Details
Table 88. Google Business Overview
Table 89. Google Product
Table 90. Google Revenue in Machine Learning Infrastructure as a Service Business (2015-2020) (Million US$)
Table 91. Google Recent Development
Table 92. Valohai Company Details
Table 93. Valohai Business Overview
Table 94. Valohai Product
Table 95. Valohai Revenue in Machine Learning Infrastructure as a Service Business (2015-2020) (Million US$)
Table 96. Valohai Recent Development
Table 97. Microsoft Company Details
Table 98. Microsoft Business Overview
Table 99. Microsoft Product
Table 100. Microsoft Revenue in Machine Learning Infrastructure as a Service Business (2015-2020) (Million US$)
Table 101. Microsoft Recent Development
Table 102. VMware, Inc Company Details
Table 103. VMware, Inc Business Overview
Table 104. VMware, Inc Product
Table 105. VMware, Inc Revenue in Machine Learning Infrastructure as a Service Business (2015-2020) (Million US$)
Table 106. VMware, Inc Recent Development
Table 107. PyTorch Company Details
Table 108. PyTorch Business Overview
Table 109. PyTorch Product
Table 110. PyTorch Revenue in Machine Learning Infrastructure as a Service Business (2015-2020) (Million US$)
Table 111. PyTorch Recent Development
Table 112. Research Programs/Design for This Report
Table 113. Key Data Information from Secondary Sources
Table 114. Key Data Information from Primary Sources
Table 1. Machine Learning Infrastructure as a Service Key Market Segments
Table 2. Key Players Covered: Ranking by Machine Learning Infrastructure as a Service Revenue
Table 3. Ranking of Global Top Machine Learning Infrastructure as a Service Manufacturers by Revenue (US$ Million) in 2019
Table 4. Global Machine Learning Infrastructure as a Service Market Size Growth Rate by Type (US$ Million): 2020 VS 2026
Table 5. Key Players of Disaster Recovery as a Service (DRaaS)
Table 6. Key Players of Compute as a Service (CaaS)
Table 7. Key Players of Data Center as a Service (DCaaS)
Table 8. Key Players of Desktop as a Service (DaaS)
Table 9. Key Players of Storage as a Service (STaaS)
Table 10. COVID-19 Impact Global Market: (Four Machine Learning Infrastructure as a Service Market Size Forecast Scenarios)
Table 11. Opportunities and Trends for Machine Learning Infrastructure as a Service Players in the COVID-19 Landscape
Table 12. Present Opportunities in China & Elsewhere Due to the Coronavirus Crisis
Table 13. Key Regions/Countries Measures against Covid-19 Impact
Table 14. Proposal for Machine Learning Infrastructure as a Service Players to Combat Covid-19 Impact
Table 15. Global Machine Learning Infrastructure as a Service Market Size Growth by Application (US$ Million): 2020 VS 2026
Table 16. Global Machine Learning Infrastructure as a Service Market Size by Regions (US$ Million): 2020 VS 2026
Table 17. Global Machine Learning Infrastructure as a Service Market Size by Regions (2015-2020) (US$ Million)
Table 18. Global Machine Learning Infrastructure as a Service Market Share by Regions (2015-2020)
Table 19. Global Machine Learning Infrastructure as a Service Forecasted Market Size by Regions (2021-2026) (US$ Million)
Table 20. Global Machine Learning Infrastructure as a Service Market Share by Regions (2021-2026)
Table 21. Market Top Trends
Table 22. Key Drivers: Impact Analysis
Table 23. Key Challenges
Table 24. Machine Learning Infrastructure as a Service Market Growth Strategy
Table 25. Main Points Interviewed from Key Machine Learning Infrastructure as a Service Players
Table 26. Global Machine Learning Infrastructure as a Service Revenue by Players (2015-2020) (Million US$)
Table 27. Global Machine Learning Infrastructure as a Service Market Share by Players (2015-2020)
Table 28. Global Top Machine Learning Infrastructure as a Service Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Machine Learning Infrastructure as a Service as of 2019)
Table 29. Global Machine Learning Infrastructure as a Service by Players Market Concentration Ratio (CR5 and HHI)
Table 30. Key Players Headquarters and Area Served
Table 31. Key Players Machine Learning Infrastructure as a Service Product Solution and Service
Table 32. Date of Enter into Machine Learning Infrastructure as a Service Market
Table 33. Mergers & Acquisitions, Expansion Plans
Table 34. Global Machine Learning Infrastructure as a Service Market Size by Type (2015-2020) (Million US$)
Table 35. Global Machine Learning Infrastructure as a Service Market Size Share by Type (2015-2020)
Table 36. Global Machine Learning Infrastructure as a Service Revenue Market Share by Type (2021-2026)
Table 37. Global Machine Learning Infrastructure as a Service Market Size Share by Application (2015-2020)
Table 38. Global Machine Learning Infrastructure as a Service Market Size by Application (2015-2020) (Million US$)
Table 39. Global Machine Learning Infrastructure as a Service Market Size Share by Application (2021-2026)
Table 40. North America Key Players Machine Learning Infrastructure as a Service Revenue (2019-2020) (Million US$)
Table 41. North America Key Players Machine Learning Infrastructure as a Service Market Share (2019-2020)
Table 42. North America Machine Learning Infrastructure as a Service Market Size by Type (2015-2020) (Million US$)
Table 43. North America Machine Learning Infrastructure as a Service Market Share by Type (2015-2020)
Table 44. North America Machine Learning Infrastructure as a Service Market Size by Application (2015-2020) (Million US$)
Table 45. North America Machine Learning Infrastructure as a Service Market Share by Application (2015-2020)
Table 46. Europe Key Players Machine Learning Infrastructure as a Service Revenue (2019-2020) (Million US$)
Table 47. Europe Key Players Machine Learning Infrastructure as a Service Market Share (2019-2020)
Table 48. Europe Machine Learning Infrastructure as a Service Market Size by Type (2015-2020) (Million US$)
Table 49. Europe Machine Learning Infrastructure as a Service Market Share by Type (2015-2020)
Table 50. Europe Machine Learning Infrastructure as a Service Market Size by Application (2015-2020) (Million US$)
Table 51. Europe Machine Learning Infrastructure as a Service Market Share by Application (2015-2020)
Table 52. China Key Players Machine Learning Infrastructure as a Service Revenue (2019-2020) (Million US$)
Table 53. China Key Players Machine Learning Infrastructure as a Service Market Share (2019-2020)
Table 54. China Machine Learning Infrastructure as a Service Market Size by Type (2015-2020) (Million US$)
Table 55. China Machine Learning Infrastructure as a Service Market Share by Type (2015-2020)
Table 56. China Machine Learning Infrastructure as a Service Market Size by Application (2015-2020) (Million US$)
Table 57. China Machine Learning Infrastructure as a Service Market Share by Application (2015-2020)
Table 58. Japan Key Players Machine Learning Infrastructure as a Service Revenue (2019-2020) (Million US$)
Table 59. Japan Key Players Machine Learning Infrastructure as a Service Market Share (2019-2020)
Table 60. Japan Machine Learning Infrastructure as a Service Market Size by Type (2015-2020) (Million US$)
Table 61. Japan Machine Learning Infrastructure as a Service Market Share by Type (2015-2020)
Table 62. Japan Machine Learning Infrastructure as a Service Market Size by Application (2015-2020) (Million US$)
Table 63. Japan Machine Learning Infrastructure as a Service Market Share by Application (2015-2020)
Table 64. Southeast Asia Key Players Machine Learning Infrastructure as a Service Revenue (2019-2020) (Million US$)
Table 65. Southeast Asia Key Players Machine Learning Infrastructure as a Service Market Share (2019-2020)
Table 66. Southeast Asia Machine Learning Infrastructure as a Service Market Size by Type (2015-2020) (Million US$)
Table 67. Southeast Asia Machine Learning Infrastructure as a Service Market Share by Type (2015-2020)
Table 68. Southeast Asia Machine Learning Infrastructure as a Service Market Size by Application (2015-2020) (Million US$)
Table 69. Southeast Asia Machine Learning Infrastructure as a Service Market Share by Application (2015-2020)
Table 70. India Key Players Machine Learning Infrastructure as a Service Revenue (2019-2020) (Million US$)
Table 71. India Key Players Machine Learning Infrastructure as a Service Market Share (2019-2020)
Table 72. India Machine Learning Infrastructure as a Service Market Size by Type (2015-2020) (Million US$)
Table 73. India Machine Learning Infrastructure as a Service Market Share by Type (2015-2020)
Table 74. India Machine Learning Infrastructure as a Service Market Size by Application (2015-2020) (Million US$)
Table 75. India Machine Learning Infrastructure as a Service Market Share by Application (2015-2020)
Table 76. Central & South America Key Players Machine Learning Infrastructure as a Service Revenue (2019-2020) (Million US$)
Table 77. Central & South America Key Players Machine Learning Infrastructure as a Service Market Share (2019-2020)
Table 78. Central & South America Machine Learning Infrastructure as a Service Market Size by Type (2015-2020) (Million US$)
Table 79. Central & South America Machine Learning Infrastructure as a Service Market Share by Type (2015-2020)
Table 80. Central & South America Machine Learning Infrastructure as a Service Market Size by Application (2015-2020) (Million US$)
Table 81. Central & South America Machine Learning Infrastructure as a Service Market Share by Application (2015-2020)
Table 82. Amazon Web Services (AWS) Company Details
Table 83. Amazon Web Services (AWS) Business Overview
Table 84. Amazon Web Services (AWS) Product
Table 85. Amazon Web Services (AWS) Revenue in Machine Learning Infrastructure as a Service Business (2015-2020) (Million US$)
Table 86. Amazon Web Services (AWS) Recent Development
Table 87. Google Company Details
Table 88. Google Business Overview
Table 89. Google Product
Table 90. Google Revenue in Machine Learning Infrastructure as a Service Business (2015-2020) (Million US$)
Table 91. Google Recent Development
Table 92. Valohai Company Details
Table 93. Valohai Business Overview
Table 94. Valohai Product
Table 95. Valohai Revenue in Machine Learning Infrastructure as a Service Business (2015-2020) (Million US$)
Table 96. Valohai Recent Development
Table 97. Microsoft Company Details
Table 98. Microsoft Business Overview
Table 99. Microsoft Product
Table 100. Microsoft Revenue in Machine Learning Infrastructure as a Service Business (2015-2020) (Million US$)
Table 101. Microsoft Recent Development
Table 102. VMware, Inc Company Details
Table 103. VMware, Inc Business Overview
Table 104. VMware, Inc Product
Table 105. VMware, Inc Revenue in Machine Learning Infrastructure as a Service Business (2015-2020) (Million US$)
Table 106. VMware, Inc Recent Development
Table 107. PyTorch Company Details
Table 108. PyTorch Business Overview
Table 109. PyTorch Product
Table 110. PyTorch Revenue in Machine Learning Infrastructure as a Service Business (2015-2020) (Million US$)
Table 111. PyTorch Recent Development
Table 112. Research Programs/Design for This Report
Table 113. Key Data Information from Secondary Sources
Table 114. Key Data Information from Primary Sources
LIST OF FIGURES
Figure 1. Global Machine Learning Infrastructure as a Service Market Share by Type: 2020 VS 2026
Figure 2. Disaster Recovery as a Service (DRaaS) Features
Figure 3. Compute as a Service (CaaS) Features
Figure 4. Data Center as a Service (DCaaS) Features
Figure 5. Desktop as a Service (DaaS) Features
Figure 6. Storage as a Service (STaaS) Features
Figure 7. Global Machine Learning Infrastructure as a Service Market Share by Application: 2020 VS 2026
Figure 8. Retail Case Studies
Figure 9. Logistics Case Studies
Figure 10. Telecommunications Case Studies
Figure 11. Others Case Studies
Figure 12. Machine Learning Infrastructure as a Service Report Years Considered
Figure 13. Global Machine Learning Infrastructure as a Service Market Size YoY Growth 2015-2026 (US$ Million)
Figure 14. Global Machine Learning Infrastructure as a Service Market Share by Regions: 2020 VS 2026
Figure 15. Global Machine Learning Infrastructure as a Service Market Share by Regions (2021-2026)
Figure 16. Porter's Five Forces Analysis
Figure 17. Global Machine Learning Infrastructure as a Service Market Share by Players in 2019
Figure 18. Global Top Machine Learning Infrastructure as a Service Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Machine Learning Infrastructure as a Service as of 2019
Figure 19. The Top 10 and 5 Players Market Share by Machine Learning Infrastructure as a Service Revenue in 2019
Figure 20. North America Machine Learning Infrastructure as a Service Market Size YoY Growth (2015-2020) (Million US$)
Figure 21. Europe Machine Learning Infrastructure as a Service Market Size YoY Growth (2015-2020) (Million US$)
Figure 22. China Machine Learning Infrastructure as a Service Market Size YoY Growth (2015-2020) (Million US$)
Figure 23. Japan Machine Learning Infrastructure as a Service Market Size YoY Growth (2015-2020) (Million US$)
Figure 24. Southeast Asia Machine Learning Infrastructure as a Service Market Size YoY Growth (2015-2020) (Million US$)
Figure 25. India Machine Learning Infrastructure as a Service Market Size YoY Growth (2015-2020) (Million US$)
Figure 26. Central & South America Machine Learning Infrastructure as a Service Market Size YoY Growth (2015-2020) (Million US$)
Figure 27. Amazon Web Services (AWS) Total Revenue (US$ Million): 2019 Compared with 2018
Figure 28. Amazon Web Services (AWS) Revenue Growth Rate in Machine Learning Infrastructure as a Service Business (2015-2020)
Figure 29. Google Total Revenue (US$ Million): 2019 Compared with 2018
Figure 30. Google Revenue Growth Rate in Machine Learning Infrastructure as a Service Business (2015-2020)
Figure 31. Valohai Total Revenue (US$ Million): 2019 Compared with 2018
Figure 32. Valohai Revenue Growth Rate in Machine Learning Infrastructure as a Service Business (2015-2020)
Figure 33. Microsoft Total Revenue (US$ Million): 2019 Compared with 2018
Figure 34. Microsoft Revenue Growth Rate in Machine Learning Infrastructure as a Service Business (2015-2020)
Figure 35. VMware, Inc Total Revenue (US$ Million): 2019 Compared with 2018
Figure 36. VMware, Inc Revenue Growth Rate in Machine Learning Infrastructure as a Service Business (2015-2020)
Figure 37. PyTorch Total Revenue (US$ Million): 2019 Compared with 2018
Figure 38. PyTorch Revenue Growth Rate in Machine Learning Infrastructure as a Service Business (2015-2020)
Figure 39. Bottom-up and Top-down Approaches for This Report
Figure 40. Data Triangulation
Figure 41. Key Executives Interviewed
Figure 1. Global Machine Learning Infrastructure as a Service Market Share by Type: 2020 VS 2026
Figure 2. Disaster Recovery as a Service (DRaaS) Features
Figure 3. Compute as a Service (CaaS) Features
Figure 4. Data Center as a Service (DCaaS) Features
Figure 5. Desktop as a Service (DaaS) Features
Figure 6. Storage as a Service (STaaS) Features
Figure 7. Global Machine Learning Infrastructure as a Service Market Share by Application: 2020 VS 2026
Figure 8. Retail Case Studies
Figure 9. Logistics Case Studies
Figure 10. Telecommunications Case Studies
Figure 11. Others Case Studies
Figure 12. Machine Learning Infrastructure as a Service Report Years Considered
Figure 13. Global Machine Learning Infrastructure as a Service Market Size YoY Growth 2015-2026 (US$ Million)
Figure 14. Global Machine Learning Infrastructure as a Service Market Share by Regions: 2020 VS 2026
Figure 15. Global Machine Learning Infrastructure as a Service Market Share by Regions (2021-2026)
Figure 16. Porter's Five Forces Analysis
Figure 17. Global Machine Learning Infrastructure as a Service Market Share by Players in 2019
Figure 18. Global Top Machine Learning Infrastructure as a Service Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Machine Learning Infrastructure as a Service as of 2019
Figure 19. The Top 10 and 5 Players Market Share by Machine Learning Infrastructure as a Service Revenue in 2019
Figure 20. North America Machine Learning Infrastructure as a Service Market Size YoY Growth (2015-2020) (Million US$)
Figure 21. Europe Machine Learning Infrastructure as a Service Market Size YoY Growth (2015-2020) (Million US$)
Figure 22. China Machine Learning Infrastructure as a Service Market Size YoY Growth (2015-2020) (Million US$)
Figure 23. Japan Machine Learning Infrastructure as a Service Market Size YoY Growth (2015-2020) (Million US$)
Figure 24. Southeast Asia Machine Learning Infrastructure as a Service Market Size YoY Growth (2015-2020) (Million US$)
Figure 25. India Machine Learning Infrastructure as a Service Market Size YoY Growth (2015-2020) (Million US$)
Figure 26. Central & South America Machine Learning Infrastructure as a Service Market Size YoY Growth (2015-2020) (Million US$)
Figure 27. Amazon Web Services (AWS) Total Revenue (US$ Million): 2019 Compared with 2018
Figure 28. Amazon Web Services (AWS) Revenue Growth Rate in Machine Learning Infrastructure as a Service Business (2015-2020)
Figure 29. Google Total Revenue (US$ Million): 2019 Compared with 2018
Figure 30. Google Revenue Growth Rate in Machine Learning Infrastructure as a Service Business (2015-2020)
Figure 31. Valohai Total Revenue (US$ Million): 2019 Compared with 2018
Figure 32. Valohai Revenue Growth Rate in Machine Learning Infrastructure as a Service Business (2015-2020)
Figure 33. Microsoft Total Revenue (US$ Million): 2019 Compared with 2018
Figure 34. Microsoft Revenue Growth Rate in Machine Learning Infrastructure as a Service Business (2015-2020)
Figure 35. VMware, Inc Total Revenue (US$ Million): 2019 Compared with 2018
Figure 36. VMware, Inc Revenue Growth Rate in Machine Learning Infrastructure as a Service Business (2015-2020)
Figure 37. PyTorch Total Revenue (US$ Million): 2019 Compared with 2018
Figure 38. PyTorch Revenue Growth Rate in Machine Learning Infrastructure as a Service Business (2015-2020)
Figure 39. Bottom-up and Top-down Approaches for This Report
Figure 40. Data Triangulation
Figure 41. Key Executives Interviewed
