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Report
AI Infrastructure Market By Component (Hardware, Software, Services), By Deployment Mode (On-Premise, Cloud, Hybrid), By Technology (Machine Learning, Deep Learning), By End-Users (Enterprises, Governments, Cloud Service Providers (CSPs)), By Application (AI Training, Inferencing, Others): Global Opportunity Analysis and Industry Forecast, 2021-2031
Market Report I 2022-12-01 I 323 Pages I Allied Market Research
AI infrastructure encompasses almost every stage of the machine learning workflow. It enables data scientist, data engineers, software engineers and DevOps teams to access and manage the computing resources to test, train and deploy AI algorithms. The world of corporate data becomes streamlined and well-optimized through AI infrastructure. Furthermore, proper AI infrastructure is required to train machine learning algorithms that run through databases and message queuing systems to provide data delivery flow.
Moreover, AI infrastructure is the key that enables the whole machine learning process from start to finish. With a proper AI infrastructure, data scientists, operators, and programmers can access the data, deploy machine learning algorithms, and manage the hardware's computing resources. It is the crucial tool that enables a particular workflow, then divide the workflow into steps. Furthermore, the technological renaissance is brought on by artificial intelligence. Data strategies can become sophisticated through AI infrastructure. Data manipulation and management works both ways. Artificial intelligence can make data strategies far more complex and intricate, and more sophisticated data strategies can improve the overall quality of artificial intelligence. Such advantageous provide lucrative opportunities for the market growth during the forecast period.
On the contrary,artificial intelligence-based technology has a widespread variety of applications ranging from self-driving cars to recommendation systems that are influencing many lifestyle choices. Such applications are empowering the growth of the AI infrastructure market.
Furthermore, AI infrastructure rapidly powers mobility information and insights, altering transportation planning by making vital data collection and understanding more accessible, faster, cheaper, and safer. Cities, transit agencies, transportation departments, and other entities increasingly turn to AI infrastructure to solve challenges, prioritize investments, and gain stakeholder support, thus providing lucrative opportunities for the market growth in the upcoming years. Furthermore, private, and public sectors are adopting AI infrastructure due to surge in demand for digitization. This factor creates lucrative growth opportunities in the market.
Factors such as rise in artificial intelligence maturity in the modern business enterprises and everyday lifestyle of people are signaling significant growth opportunities for the future of global market. In addition, surge in digital and internet penetration around the world is positively impacting the growth of the market. However, lack of trained AI experts and high implementation cost of AI-based technology hampers the market growth. On the contrary, increase in government initiatives and automation trends are expected to offer remunerative opportunities for expansion of the AI infrastructure industry during the forecast period.
The AI infrastructure market is segmented on the basis of component, deployment mode, technology, application, end user, and region. By component, it is divided into hardware, software and services. By deployment mode, it is classified into on-premise, hybrid and cloud. On the basis of technology, it is bifurcated into machine learning and deep learning. By application, the market is classified into AI training, inferencing and others. By end user, the market is categorized into enterprises, government and cloud service providers (CSPs). Region wise, it is analyzed across North America, Europe, Asia-Pacific, and LAMEA.
The market players operating in the AI infrastructure market include Alphabet Inc., Amazon.com, Inc., IBM Corporation, Intel Corporation, Micron Technology, Inc., Microsoft Corporation, NVIDIA Corporation, Oracle Corporation, Samsung and Toshiba Corporation. These major players have adopted various key development strategies such as business expansion, new product launches, and partnerships, which help to drive the growth of the AI infrastructure market globally.
KEY BENEFITS FOR STAKEHOLDERS
-The study provides an in-depth analysis of the global AI infrastructure market forecast along with the current and future trends to explain the imminent investment pockets.
-Information about key drivers, restraints, and opportunities and their impact analysis on global AI infrastructure market trends is provided in the report.
-The Porter's five forces analysis illustrates the potency of the buyers and suppliers operating in the industry.
-The quantitative analysis of the global AI infrastructure market from 2022 to 2031 is provided to determine the market potential.
Key Market Segments
By Technology
- Machine Learning
- Deep Learning
By End-Users
- Enterprises
- Governments
- Cloud Service Providers (CSPs)
By Application
- AI Training
- Inferencing
- Others
By Component
- Hardware
- Software
- Services
By Deployment Mode
- On-Premise
- Cloud
- Hybrid
By Region
- North America
- U.S.
- Canada
- Europe
- UK
- Germany
- France
- Italy
- Spain
- Rest of Europe
- Asia-Pacific
- China
- Japan
- India
- Australia
- South Korea
- Rest of Asia-Pacific
- LAMEA
- Latin America
- Middle East
- Africa
- Key Market Players
- NVIDIA Corporation
- Microsoft Corporation
- Alphabet Inc.
- Intel Corporation
- Toshiba Corporation
- Micron Technology, Inc.
- Amazon.com, Inc.
- Oracle Corporation
- Samsung Electronics Co., Ltd.
- IBM Corporation
CHAPTER 1:INTRODUCTION
1.1.Report description
1.2.Key market segments
1.3.Key benefits to the stakeholders
1.4.Research Methodology
1.4.1.Secondary research
1.4.2.Primary research
1.4.3.Analyst tools and models
CHAPTER 2:EXECUTIVE SUMMARY
2.1.Key findings of the study
2.2.CXO Perspective
CHAPTER 3:MARKET OVERVIEW
3.1.Market definition and scope
3.2.Key findings
3.2.1.Top investment pockets
3.3.Porter's five forces analysis
3.4.Market dynamics
3.4.1.Drivers
3.4.1.1. Rise in collaboration between industries and AI & ML solution.
3.4.1.2. Increase in customer satisfaction and adoption of reliable cloud applications.
3.4.1.3. Increase in investments in artificial intelligence (AI)-based systems.
3.4.2.Restraints
3.4.2.1. Lack of skilled professionals.
3.4.2.2. High cost of innovation and budget constraints.
3.4.3.Opportunities
3.4.3.1. Rise in demand for AI software and hardware among enterprises.
3.5.COVID-19 Impact Analysis on the market
CHAPTER 4: AI INFRASTRUCTURE MARKET, BY COMPONENT
4.1 Overview
4.1.1 Market size and forecast
4.2. Hardware
4.2.1 Key market trends, growth factors and opportunities
4.2.2 Market size and forecast, by region
4.2.3 Market share analysis by country
4.3. Software
4.3.1 Key market trends, growth factors and opportunities
4.3.2 Market size and forecast, by region
4.3.3 Market share analysis by country
4.4. Services
4.4.1 Key market trends, growth factors and opportunities
4.4.2 Market size and forecast, by region
4.4.3 Market share analysis by country
CHAPTER 5: AI INFRASTRUCTURE MARKET, BY DEPLOYMENT MODE
5.1 Overview
5.1.1 Market size and forecast
5.2. On-Premise
5.2.1 Key market trends, growth factors and opportunities
5.2.2 Market size and forecast, by region
5.2.3 Market share analysis by country
5.3. Cloud
5.3.1 Key market trends, growth factors and opportunities
5.3.2 Market size and forecast, by region
5.3.3 Market share analysis by country
5.4. Hybrid
5.4.1 Key market trends, growth factors and opportunities
5.4.2 Market size and forecast, by region
5.4.3 Market share analysis by country
CHAPTER 6: AI INFRASTRUCTURE MARKET, BY TECHNOLOGY
6.1 Overview
6.1.1 Market size and forecast
6.2. Machine Learning
6.2.1 Key market trends, growth factors and opportunities
6.2.2 Market size and forecast, by region
6.2.3 Market share analysis by country
6.3. Deep Learning
6.3.1 Key market trends, growth factors and opportunities
6.3.2 Market size and forecast, by region
6.3.3 Market share analysis by country
CHAPTER 7: AI INFRASTRUCTURE MARKET, BY END-USERS
7.1 Overview
7.1.1 Market size and forecast
7.2. Enterprises
7.2.1 Key market trends, growth factors and opportunities
7.2.2 Market size and forecast, by region
7.2.3 Market share analysis by country
7.3. Governments
7.3.1 Key market trends, growth factors and opportunities
7.3.2 Market size and forecast, by region
7.3.3 Market share analysis by country
7.4. Cloud Service Providers (CSPs)
7.4.1 Key market trends, growth factors and opportunities
7.4.2 Market size and forecast, by region
7.4.3 Market share analysis by country
CHAPTER 8: AI INFRASTRUCTURE MARKET, BY APPLICATION
8.1 Overview
8.1.1 Market size and forecast
8.2. AI Training
8.2.1 Key market trends, growth factors and opportunities
8.2.2 Market size and forecast, by region
8.2.3 Market share analysis by country
8.3. Inferencing
8.3.1 Key market trends, growth factors and opportunities
8.3.2 Market size and forecast, by region
8.3.3 Market share analysis by country
8.4. Others
8.4.1 Key market trends, growth factors and opportunities
8.4.2 Market size and forecast, by region
8.4.3 Market share analysis by country
CHAPTER 9: AI INFRASTRUCTURE MARKET, BY REGION
9.1 Overview
9.1.1 Market size and forecast
9.2 North America
9.2.1 Key trends and opportunities
9.2.2 North America Market size and forecast, by Component
9.2.3 North America Market size and forecast, by Deployment Mode
9.2.4 North America Market size and forecast, by Technology
9.2.5 North America Market size and forecast, by End-Users
9.2.6 North America Market size and forecast, by Application
9.2.7 North America Market size and forecast, by country
9.2.7.1 U.S.
9.2.7.1.1 Key market trends, growth factors and opportunities
9.2.7.1.2 Market size and forecast, by Component
9.2.7.1.3 Market size and forecast, by Deployment Mode
9.2.7.1.4 Market size and forecast, by Technology
9.2.7.1.5 Market size and forecast, by End-Users
9.2.7.1.6 Market size and forecast, by Application
9.2.7.2 Canada
9.2.7.2.1 Key market trends, growth factors and opportunities
9.2.7.2.2 Market size and forecast, by Component
9.2.7.2.3 Market size and forecast, by Deployment Mode
9.2.7.2.4 Market size and forecast, by Technology
9.2.7.2.5 Market size and forecast, by End-Users
9.2.7.2.6 Market size and forecast, by Application
9.3 Europe
9.3.1 Key trends and opportunities
9.3.2 Europe Market size and forecast, by Component
9.3.3 Europe Market size and forecast, by Deployment Mode
9.3.4 Europe Market size and forecast, by Technology
9.3.5 Europe Market size and forecast, by End-Users
9.3.6 Europe Market size and forecast, by Application
9.3.7 Europe Market size and forecast, by country
9.3.7.1 UK
9.3.7.1.1 Key market trends, growth factors and opportunities
9.3.7.1.2 Market size and forecast, by Component
9.3.7.1.3 Market size and forecast, by Deployment Mode
9.3.7.1.4 Market size and forecast, by Technology
9.3.7.1.5 Market size and forecast, by End-Users
9.3.7.1.6 Market size and forecast, by Application
9.3.7.2 Germany
9.3.7.2.1 Key market trends, growth factors and opportunities
9.3.7.2.2 Market size and forecast, by Component
9.3.7.2.3 Market size and forecast, by Deployment Mode
9.3.7.2.4 Market size and forecast, by Technology
9.3.7.2.5 Market size and forecast, by End-Users
9.3.7.2.6 Market size and forecast, by Application
9.3.7.3 France
9.3.7.3.1 Key market trends, growth factors and opportunities
9.3.7.3.2 Market size and forecast, by Component
9.3.7.3.3 Market size and forecast, by Deployment Mode
9.3.7.3.4 Market size and forecast, by Technology
9.3.7.3.5 Market size and forecast, by End-Users
9.3.7.3.6 Market size and forecast, by Application
9.3.7.4 Italy
9.3.7.4.1 Key market trends, growth factors and opportunities
9.3.7.4.2 Market size and forecast, by Component
9.3.7.4.3 Market size and forecast, by Deployment Mode
9.3.7.4.4 Market size and forecast, by Technology
9.3.7.4.5 Market size and forecast, by End-Users
9.3.7.4.6 Market size and forecast, by Application
9.3.7.5 Spain
9.3.7.5.1 Key market trends, growth factors and opportunities
9.3.7.5.2 Market size and forecast, by Component
9.3.7.5.3 Market size and forecast, by Deployment Mode
9.3.7.5.4 Market size and forecast, by Technology
9.3.7.5.5 Market size and forecast, by End-Users
9.3.7.5.6 Market size and forecast, by Application
9.3.7.6 Rest of Europe
9.3.7.6.1 Key market trends, growth factors and opportunities
9.3.7.6.2 Market size and forecast, by Component
9.3.7.6.3 Market size and forecast, by Deployment Mode
9.3.7.6.4 Market size and forecast, by Technology
9.3.7.6.5 Market size and forecast, by End-Users
9.3.7.6.6 Market size and forecast, by Application
9.4 Asia-Pacific
9.4.1 Key trends and opportunities
9.4.2 Asia-Pacific Market size and forecast, by Component
9.4.3 Asia-Pacific Market size and forecast, by Deployment Mode
9.4.4 Asia-Pacific Market size and forecast, by Technology
9.4.5 Asia-Pacific Market size and forecast, by End-Users
9.4.6 Asia-Pacific Market size and forecast, by Application
9.4.7 Asia-Pacific Market size and forecast, by country
9.4.7.1 China
9.4.7.1.1 Key market trends, growth factors and opportunities
9.4.7.1.2 Market size and forecast, by Component
9.4.7.1.3 Market size and forecast, by Deployment Mode
9.4.7.1.4 Market size and forecast, by Technology
9.4.7.1.5 Market size and forecast, by End-Users
9.4.7.1.6 Market size and forecast, by Application
9.4.7.2 Japan
9.4.7.2.1 Key market trends, growth factors and opportunities
9.4.7.2.2 Market size and forecast, by Component
9.4.7.2.3 Market size and forecast, by Deployment Mode
9.4.7.2.4 Market size and forecast, by Technology
9.4.7.2.5 Market size and forecast, by End-Users
9.4.7.2.6 Market size and forecast, by Application
9.4.7.3 India
9.4.7.3.1 Key market trends, growth factors and opportunities
9.4.7.3.2 Market size and forecast, by Component
9.4.7.3.3 Market size and forecast, by Deployment Mode
9.4.7.3.4 Market size and forecast, by Technology
9.4.7.3.5 Market size and forecast, by End-Users
9.4.7.3.6 Market size and forecast, by Application
9.4.7.4 Australia
9.4.7.4.1 Key market trends, growth factors and opportunities
9.4.7.4.2 Market size and forecast, by Component
9.4.7.4.3 Market size and forecast, by Deployment Mode
9.4.7.4.4 Market size and forecast, by Technology
9.4.7.4.5 Market size and forecast, by End-Users
9.4.7.4.6 Market size and forecast, by Application
9.4.7.5 South Korea
9.4.7.5.1 Key market trends, growth factors and opportunities
9.4.7.5.2 Market size and forecast, by Component
9.4.7.5.3 Market size and forecast, by Deployment Mode
9.4.7.5.4 Market size and forecast, by Technology
9.4.7.5.5 Market size and forecast, by End-Users
9.4.7.5.6 Market size and forecast, by Application
9.4.7.6 Rest of Asia-Pacific
9.4.7.6.1 Key market trends, growth factors and opportunities
9.4.7.6.2 Market size and forecast, by Component
9.4.7.6.3 Market size and forecast, by Deployment Mode
9.4.7.6.4 Market size and forecast, by Technology
9.4.7.6.5 Market size and forecast, by End-Users
9.4.7.6.6 Market size and forecast, by Application
9.5 LAMEA
9.5.1 Key trends and opportunities
9.5.2 LAMEA Market size and forecast, by Component
9.5.3 LAMEA Market size and forecast, by Deployment Mode
9.5.4 LAMEA Market size and forecast, by Technology
9.5.5 LAMEA Market size and forecast, by End-Users
9.5.6 LAMEA Market size and forecast, by Application
9.5.7 LAMEA Market size and forecast, by country
9.5.7.1 Latin America
9.5.7.1.1 Key market trends, growth factors and opportunities
9.5.7.1.2 Market size and forecast, by Component
9.5.7.1.3 Market size and forecast, by Deployment Mode
9.5.7.1.4 Market size and forecast, by Technology
9.5.7.1.5 Market size and forecast, by End-Users
9.5.7.1.6 Market size and forecast, by Application
9.5.7.2 Middle East
9.5.7.2.1 Key market trends, growth factors and opportunities
9.5.7.2.2 Market size and forecast, by Component
9.5.7.2.3 Market size and forecast, by Deployment Mode
9.5.7.2.4 Market size and forecast, by Technology
9.5.7.2.5 Market size and forecast, by End-Users
9.5.7.2.6 Market size and forecast, by Application
9.5.7.3 Africa
9.5.7.3.1 Key market trends, growth factors and opportunities
9.5.7.3.2 Market size and forecast, by Component
9.5.7.3.3 Market size and forecast, by Deployment Mode
9.5.7.3.4 Market size and forecast, by Technology
9.5.7.3.5 Market size and forecast, by End-Users
9.5.7.3.6 Market size and forecast, by Application
CHAPTER 10: COMPETITIVE LANDSCAPE
10.1. Introduction
10.2. Top winning strategies
10.3. Product Mapping of Top 10 Player
10.4. Competitive Dashboard
10.5. Competitive Heatmap
10.6. Top player positioning, 2021
CHAPTER 11: COMPANY PROFILES
11.1 NVIDIA Corporation
11.1.1 Company overview
11.1.2 Key Executives
11.1.3 Company snapshot
11.1.4 Operating business segments
11.1.5 Product portfolio
11.1.6 Business performance
11.1.7 Key strategic moves and developments
11.2 Microsoft Corporation
11.2.1 Company overview
11.2.2 Key Executives
11.2.3 Company snapshot
11.2.4 Operating business segments
11.2.5 Product portfolio
11.2.6 Business performance
11.2.7 Key strategic moves and developments
11.3 Alphabet Inc.
11.3.1 Company overview
11.3.2 Key Executives
11.3.3 Company snapshot
11.3.4 Operating business segments
11.3.5 Product portfolio
11.3.6 Business performance
11.3.7 Key strategic moves and developments
11.4 Intel Corporation
11.4.1 Company overview
11.4.2 Key Executives
11.4.3 Company snapshot
11.4.4 Operating business segments
11.4.5 Product portfolio
11.4.6 Business performance
11.4.7 Key strategic moves and developments
11.5 Toshiba Corporation
11.5.1 Company overview
11.5.2 Key Executives
11.5.3 Company snapshot
11.5.4 Operating business segments
11.5.5 Product portfolio
11.5.6 Business performance
11.5.7 Key strategic moves and developments
11.6 Micron Technology, Inc.
11.6.1 Company overview
11.6.2 Key Executives
11.6.3 Company snapshot
11.6.4 Operating business segments
11.6.5 Product portfolio
11.6.6 Business performance
11.6.7 Key strategic moves and developments
11.7 Amazon.com, Inc.
11.7.1 Company overview
11.7.2 Key Executives
11.7.3 Company snapshot
11.7.4 Operating business segments
11.7.5 Product portfolio
11.7.6 Business performance
11.7.7 Key strategic moves and developments
11.8 Oracle Corporation
11.8.1 Company overview
11.8.2 Key Executives
11.8.3 Company snapshot
11.8.4 Operating business segments
11.8.5 Product portfolio
11.8.6 Business performance
11.8.7 Key strategic moves and developments
11.9 Samsung Electronics Co., Ltd.
11.9.1 Company overview
11.9.2 Key Executives
11.9.3 Company snapshot
11.9.4 Operating business segments
11.9.5 Product portfolio
11.9.6 Business performance
11.9.7 Key strategic moves and developments
11.10 IBM Corporation
11.10.1 Company overview
11.10.2 Key Executives
11.10.3 Company snapshot
11.10.4 Operating business segments
11.10.5 Product portfolio
11.10.6 Business performance
11.10.7 Key strategic moves and developments
LIST OF TABLES
TABLE 1. GLOBAL AI INFRASTRUCTURE MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
TABLE 2. AI INFRASTRUCTURE MARKET FOR HARDWARE, BY REGION, 2021-2031 (REVENUE, $MILLION)
TABLE 3. AI INFRASTRUCTURE MARKET FOR SOFTWARE, BY REGION, 2021-2031 (REVENUE, $MILLION)
TABLE 4. AI INFRASTRUCTURE MARKET FOR SERVICES, BY REGION, 2021-2031 (REVENUE, $MILLION)
TABLE 5. GLOBAL AI INFRASTRUCTURE MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
TABLE 6. AI INFRASTRUCTURE MARKET FOR ON-PREMISE, BY REGION, 2021-2031 (REVENUE, $MILLION)
TABLE 7. AI INFRASTRUCTURE MARKET FOR CLOUD, BY REGION, 2021-2031 (REVENUE, $MILLION)
TABLE 8. AI INFRASTRUCTURE MARKET FOR HYBRID, BY REGION, 2021-2031 (REVENUE, $MILLION)
TABLE 9. GLOBAL AI INFRASTRUCTURE MARKET, BY TECHNOLOGY, 2021-2031 (REVENUE, $MILLION)
TABLE 10. AI INFRASTRUCTURE MARKET FOR MACHINE LEARNING, BY REGION, 2021-2031 (REVENUE, $MILLION)
TABLE 11. AI INFRASTRUCTURE MARKET FOR DEEP LEARNING, BY REGION, 2021-2031 (REVENUE, $MILLION)
TABLE 12. GLOBAL AI INFRASTRUCTURE MARKET, BY END-USERS, 2021-2031 (REVENUE, $MILLION)
TABLE 13. AI INFRASTRUCTURE MARKET FOR ENTERPRISES, BY REGION, 2021-2031 (REVENUE, $MILLION)
TABLE 14. AI INFRASTRUCTURE MARKET FOR GOVERNMENTS, BY REGION, 2021-2031 (REVENUE, $MILLION)
TABLE 15. AI INFRASTRUCTURE MARKET FOR CLOUD SERVICE PROVIDERS (CSPS), BY REGION, 2021-2031 (REVENUE, $MILLION)
TABLE 16. GLOBAL AI INFRASTRUCTURE MARKET, BY APPLICATION, 2021-2031 (REVENUE, $MILLION)
TABLE 17. AI INFRASTRUCTURE MARKET FOR AI TRAINING, BY REGION, 2021-2031 (REVENUE, $MILLION)
TABLE 18. AI INFRASTRUCTURE MARKET FOR INFERENCING, BY REGION, 2021-2031 (REVENUE, $MILLION)
TABLE 19. AI INFRASTRUCTURE MARKET FOR OTHERS, BY REGION, 2021-2031 (REVENUE, $MILLION)
TABLE 20. AI INFRASTRUCTURE MARKET, BY REGION, 2021-2031 (REVENUE, $MILLION)
TABLE 21. NORTH AMERICA AI INFRASTRUCTURE MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
TABLE 22. NORTH AMERICA AI INFRASTRUCTURE MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
TABLE 23. NORTH AMERICA AI INFRASTRUCTURE MARKET, BY TECHNOLOGY, 2021-2031 (REVENUE, $MILLION)
TABLE 24. NORTH AMERICA AI INFRASTRUCTURE MARKET, BY END-USERS, 2021-2031 (REVENUE, $MILLION)
TABLE 25. NORTH AMERICA AI INFRASTRUCTURE MARKET, BY APPLICATION, 2021-2031 (REVENUE, $MILLION)
TABLE 26. NORTH AMERICA AI INFRASTRUCTURE MARKET, BY COUNTRY, 2021-2031 (REVENUE, $MILLION)
TABLE 27. U.S. AI INFRASTRUCTURE MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
TABLE 28. U.S. AI INFRASTRUCTURE MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
TABLE 29. U.S. AI INFRASTRUCTURE MARKET, BY TECHNOLOGY, 2021-2031 (REVENUE, $MILLION)
TABLE 30. U.S. AI INFRASTRUCTURE MARKET, BY END-USERS, 2021-2031 (REVENUE, $MILLION)
TABLE 31. U.S. AI INFRASTRUCTURE MARKET, BY APPLICATION, 2021-2031 (REVENUE, $MILLION)
TABLE 32. CANADA AI INFRASTRUCTURE MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
TABLE 33. CANADA AI INFRASTRUCTURE MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
TABLE 34. CANADA AI INFRASTRUCTURE MARKET, BY TECHNOLOGY, 2021-2031 (REVENUE, $MILLION)
TABLE 35. CANADA AI INFRASTRUCTURE MARKET, BY END-USERS, 2021-2031 (REVENUE, $MILLION)
TABLE 36. CANADA AI INFRASTRUCTURE MARKET, BY APPLICATION, 2021-2031 (REVENUE, $MILLION)
TABLE 37. EUROPE AI INFRASTRUCTURE MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
TABLE 38. EUROPE AI INFRASTRUCTURE MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
TABLE 39. EUROPE AI INFRASTRUCTURE MARKET, BY TECHNOLOGY, 2021-2031 (REVENUE, $MILLION)
TABLE 40. EUROPE AI INFRASTRUCTURE MARKET, BY END-USERS, 2021-2031 (REVENUE, $MILLION)
TABLE 41. EUROPE AI INFRASTRUCTURE MARKET, BY APPLICATION, 2021-2031 (REVENUE, $MILLION)
TABLE 42. EUROPE AI INFRASTRUCTURE MARKET, BY COUNTRY, 2021-2031 (REVENUE, $MILLION)
TABLE 43. UK AI INFRASTRUCTURE MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
TABLE 44. UK AI INFRASTRUCTURE MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
TABLE 45. UK AI INFRASTRUCTURE MARKET, BY TECHNOLOGY, 2021-2031 (REVENUE, $MILLION)
TABLE 46. UK AI INFRASTRUCTURE MARKET, BY END-USERS, 2021-2031 (REVENUE, $MILLION)
TABLE 47. UK AI INFRASTRUCTURE MARKET, BY APPLICATION, 2021-2031 (REVENUE, $MILLION)
TABLE 48. GERMANY AI INFRASTRUCTURE MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
TABLE 49. GERMANY AI INFRASTRUCTURE MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
TABLE 50. GERMANY AI INFRASTRUCTURE MARKET, BY TECHNOLOGY, 2021-2031 (REVENUE, $MILLION)
TABLE 51. GERMANY AI INFRASTRUCTURE MARKET, BY END-USERS, 2021-2031 (REVENUE, $MILLION)
TABLE 52. GERMANY AI INFRASTRUCTURE MARKET, BY APPLICATION, 2021-2031 (REVENUE, $MILLION)
TABLE 53. FRANCE AI INFRASTRUCTURE MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
TABLE 54. FRANCE AI INFRASTRUCTURE MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
TABLE 55. FRANCE AI INFRASTRUCTURE MARKET, BY TECHNOLOGY, 2021-2031 (REVENUE, $MILLION)
TABLE 56. FRANCE AI INFRASTRUCTURE MARKET, BY END-USERS, 2021-2031 (REVENUE, $MILLION)
TABLE 57. FRANCE AI INFRASTRUCTURE MARKET, BY APPLICATION, 2021-2031 (REVENUE, $MILLION)
TABLE 58. ITALY AI INFRASTRUCTURE MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
TABLE 59. ITALY AI INFRASTRUCTURE MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
TABLE 60. ITALY AI INFRASTRUCTURE MARKET, BY TECHNOLOGY, 2021-2031 (REVENUE, $MILLION)
TABLE 61. ITALY AI INFRASTRUCTURE MARKET, BY END-USERS, 2021-2031 (REVENUE, $MILLION)
TABLE 62. ITALY AI INFRASTRUCTURE MARKET, BY APPLICATION, 2021-2031 (REVENUE, $MILLION)
TABLE 63. SPAIN AI INFRASTRUCTURE MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
TABLE 64. SPAIN AI INFRASTRUCTURE MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
TABLE 65. SPAIN AI INFRASTRUCTURE MARKET, BY TECHNOLOGY, 2021-2031 (REVENUE, $MILLION)
TABLE 66. SPAIN AI INFRASTRUCTURE MARKET, BY END-USERS, 2021-2031 (REVENUE, $MILLION)
TABLE 67. SPAIN AI INFRASTRUCTURE MARKET, BY APPLICATION, 2021-2031 (REVENUE, $MILLION)
TABLE 68. REST OF EUROPE AI INFRASTRUCTURE MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
TABLE 69. REST OF EUROPE AI INFRASTRUCTURE MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
TABLE 70. REST OF EUROPE AI INFRASTRUCTURE MARKET, BY TECHNOLOGY, 2021-2031 (REVENUE, $MILLION)
TABLE 71. REST OF EUROPE AI INFRASTRUCTURE MARKET, BY END-USERS, 2021-2031 (REVENUE, $MILLION)
TABLE 72. REST OF EUROPE AI INFRASTRUCTURE MARKET, BY APPLICATION, 2021-2031 (REVENUE, $MILLION)
TABLE 73. ASIA-PACIFIC AI INFRASTRUCTURE MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
TABLE 74. ASIA-PACIFIC AI INFRASTRUCTURE MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
TABLE 75. ASIA-PACIFIC AI INFRASTRUCTURE MARKET, BY TECHNOLOGY, 2021-2031 (REVENUE, $MILLION)
TABLE 76. ASIA-PACIFIC AI INFRASTRUCTURE MARKET, BY END-USERS, 2021-2031 (REVENUE, $MILLION)
TABLE 77. ASIA-PACIFIC AI INFRASTRUCTURE MARKET, BY APPLICATION, 2021-2031 (REVENUE, $MILLION)
TABLE 78. ASIA-PACIFIC AI INFRASTRUCTURE MARKET, BY COUNTRY, 2021-2031 (REVENUE, $MILLION)
TABLE 79. CHINA AI INFRASTRUCTURE MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
TABLE 80. CHINA AI INFRASTRUCTURE MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
TABLE 81. CHINA AI INFRASTRUCTURE MARKET, BY TECHNOLOGY, 2021-2031 (REVENUE, $MILLION)
TABLE 82. CHINA AI INFRASTRUCTURE MARKET, BY END-USERS, 2021-2031 (REVENUE, $MILLION)
TABLE 83. CHINA AI INFRASTRUCTURE MARKET, BY APPLICATION, 2021-2031 (REVENUE, $MILLION)
TABLE 84. JAPAN AI INFRASTRUCTURE MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
TABLE 85. JAPAN AI INFRASTRUCTURE MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
TABLE 86. JAPAN AI INFRASTRUCTURE MARKET, BY TECHNOLOGY, 2021-2031 (REVENUE, $MILLION)
TABLE 87. JAPAN AI INFRASTRUCTURE MARKET, BY END-USERS, 2021-2031 (REVENUE, $MILLION)
TABLE 88. JAPAN AI INFRASTRUCTURE MARKET, BY APPLICATION, 2021-2031 (REVENUE, $MILLION)
TABLE 89. INDIA AI INFRASTRUCTURE MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
TABLE 90. INDIA AI INFRASTRUCTURE MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
TABLE 91. INDIA AI INFRASTRUCTURE MARKET, BY TECHNOLOGY, 2021-2031 (REVENUE, $MILLION)
TABLE 92. INDIA AI INFRASTRUCTURE MARKET, BY END-USERS, 2021-2031 (REVENUE, $MILLION)
TABLE 93. INDIA AI INFRASTRUCTURE MARKET, BY APPLICATION, 2021-2031 (REVENUE, $MILLION)
TABLE 94. AUSTRALIA AI INFRASTRUCTURE MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
TABLE 95. AUSTRALIA AI INFRASTRUCTURE MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
TABLE 96. AUSTRALIA AI INFRASTRUCTURE MARKET, BY TECHNOLOGY, 2021-2031 (REVENUE, $MILLION)
TABLE 97. AUSTRALIA AI INFRASTRUCTURE MARKET, BY END-USERS, 2021-2031 (REVENUE, $MILLION)
TABLE 98. AUSTRALIA AI INFRASTRUCTURE MARKET, BY APPLICATION, 2021-2031 (REVENUE, $MILLION)
TABLE 99. SOUTH KOREA AI INFRASTRUCTURE MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
TABLE 100. SOUTH KOREA AI INFRASTRUCTURE MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
TABLE 101. SOUTH KOREA AI INFRASTRUCTURE MARKET, BY TECHNOLOGY, 2021-2031 (REVENUE, $MILLION)
TABLE 102. SOUTH KOREA AI INFRASTRUCTURE MARKET, BY END-USERS, 2021-2031 (REVENUE, $MILLION)
TABLE 103. SOUTH KOREA AI INFRASTRUCTURE MARKET, BY APPLICATION, 2021-2031 (REVENUE, $MILLION)
TABLE 104. REST OF ASIA-PACIFIC AI INFRASTRUCTURE MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
TABLE 105. REST OF ASIA-PACIFIC AI INFRASTRUCTURE MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
TABLE 106. REST OF ASIA-PACIFIC AI INFRASTRUCTURE MARKET, BY TECHNOLOGY, 2021-2031 (REVENUE, $MILLION)
TABLE 107. REST OF ASIA-PACIFIC AI INFRASTRUCTURE MARKET, BY END-USERS, 2021-2031 (REVENUE, $MILLION)
TABLE 108. REST OF ASIA-PACIFIC AI INFRASTRUCTURE MARKET, BY APPLICATION, 2021-2031 (REVENUE, $MILLION)
TABLE 109. LAMEA AI INFRASTRUCTURE MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
TABLE 110. LAMEA AI INFRASTRUCTURE MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
TABLE 111. LAMEA AI INFRASTRUCTURE MARKET, BY TECHNOLOGY, 2021-2031 (REVENUE, $MILLION)
TABLE 112. LAMEA AI INFRASTRUCTURE MARKET, BY END-USERS, 2021-2031 (REVENUE, $MILLION)
TABLE 113. LAMEA AI INFRASTRUCTURE MARKET, BY APPLICATION, 2021-2031 (REVENUE, $MILLION)
TABLE 114. LAMEA AI INFRASTRUCTURE MARKET, BY COUNTRY, 2021-2031 (REVENUE, $MILLION)
TABLE 115. LATIN AMERICA AI INFRASTRUCTURE MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
TABLE 116. LATIN AMERICA AI INFRASTRUCTURE MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
TABLE 117. LATIN AMERICA AI INFRASTRUCTURE MARKET, BY TECHNOLOGY, 2021-2031 (REVENUE, $MILLION)
TABLE 118. LATIN AMERICA AI INFRASTRUCTURE MARKET, BY END-USERS, 2021-2031 (REVENUE, $MILLION)
TABLE 119. LATIN AMERICA AI INFRASTRUCTURE MARKET, BY APPLICATION, 2021-2031 (REVENUE, $MILLION)
TABLE 120. MIDDLE EAST AI INFRASTRUCTURE MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
TABLE 121. MIDDLE EAST AI INFRASTRUCTURE MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
TABLE 122. MIDDLE EAST AI INFRASTRUCTURE MARKET, BY TECHNOLOGY, 2021-2031 (REVENUE, $MILLION)
TABLE 123. MIDDLE EAST AI INFRASTRUCTURE MARKET, BY END-USERS, 2021-2031 (REVENUE, $MILLION)
TABLE 124. MIDDLE EAST AI INFRASTRUCTURE MARKET, BY APPLICATION, 2021-2031 (REVENUE, $MILLION)
TABLE 125. AFRICA AI INFRASTRUCTURE MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
TABLE 126. AFRICA AI INFRASTRUCTURE MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
TABLE 127. AFRICA AI INFRASTRUCTURE MARKET, BY TECHNOLOGY, 2021-2031 (REVENUE, $MILLION)
TABLE 128. AFRICA AI INFRASTRUCTURE MARKET, BY END-USERS, 2021-2031 (REVENUE, $MILLION)
TABLE 129. AFRICA AI INFRASTRUCTURE MARKET, BY APPLICATION, 2021-2031 (REVENUE, $MILLION)
TABLE 130. NVIDIA CORPORATION: KEY EXECUTIVES
TABLE 131. NVIDIA CORPORATION: COMPANY SNAPSHOT
TABLE 132. NVIDIA CORPORATION: OPERATING SEGMENTS
TABLE 133. NVIDIA CORPORATION: PRODUCT PORTFOLIO
TABLE 134. NVIDIA CORPORATION: NET SALES
TABLE 135. NVIDIA CORPORATION: KEY STRATERGIES
TABLE 136. MICROSOFT CORPORATION: KEY EXECUTIVES
TABLE 137. MICROSOFT CORPORATION: COMPANY SNAPSHOT
TABLE 138. MICROSOFT CORPORATION: OPERATING SEGMENTS
TABLE 139. MICROSOFT CORPORATION: PRODUCT PORTFOLIO
TABLE 140. MICROSOFT CORPORATION: NET SALES
TABLE 141. MICROSOFT CORPORATION: KEY STRATERGIES
TABLE 142. ALPHABET INC.: KEY EXECUTIVES
TABLE 143. ALPHABET INC.: COMPANY SNAPSHOT
TABLE 144. ALPHABET INC.: OPERATING SEGMENTS
TABLE 145. ALPHABET INC.: PRODUCT PORTFOLIO
TABLE 146. ALPHABET INC.: NET SALES
TABLE 147. ALPHABET INC.: KEY STRATERGIES
TABLE 148. INTEL CORPORATION: KEY EXECUTIVES
TABLE 149. INTEL CORPORATION: COMPANY SNAPSHOT
TABLE 150. INTEL CORPORATION: OPERATING SEGMENTS
TABLE 151. INTEL CORPORATION: PRODUCT PORTFOLIO
TABLE 152. INTEL CORPORATION: NET SALES
TABLE 153. INTEL CORPORATION: KEY STRATERGIES
TABLE 154. TOSHIBA CORPORATION: KEY EXECUTIVES
TABLE 155. TOSHIBA CORPORATION: COMPANY SNAPSHOT
TABLE 156. TOSHIBA CORPORATION: OPERATING SEGMENTS
TABLE 157. TOSHIBA CORPORATION: PRODUCT PORTFOLIO
TABLE 158. TOSHIBA CORPORATION: NET SALES
TABLE 159. TOSHIBA CORPORATION: KEY STRATERGIES
TABLE 160. MICRON TECHNOLOGY, INC.: KEY EXECUTIVES
TABLE 161. MICRON TECHNOLOGY, INC.: COMPANY SNAPSHOT
TABLE 162. MICRON TECHNOLOGY, INC.: OPERATING SEGMENTS
TABLE 163. MICRON TECHNOLOGY, INC.: PRODUCT PORTFOLIO
TABLE 164. MICRON TECHNOLOGY, INC.: NET SALES
TABLE 165. MICRON TECHNOLOGY, INC.: KEY STRATERGIES
TABLE 166. AMAZON.COM, INC.: KEY EXECUTIVES
TABLE 167. AMAZON.COM, INC.: COMPANY SNAPSHOT
TABLE 168. AMAZON.COM, INC.: OPERATING SEGMENTS
TABLE 169. AMAZON.COM, INC.: PRODUCT PORTFOLIO
TABLE 170. AMAZON.COM, INC.: NET SALES
TABLE 171. AMAZON.COM, INC.: KEY STRATERGIES
TABLE 172. ORACLE CORPORATION: KEY EXECUTIVES
TABLE 173. ORACLE CORPORATION: COMPANY SNAPSHOT
TABLE 174. ORACLE CORPORATION: OPERATING SEGMENTS
TABLE 175. ORACLE CORPORATION: PRODUCT PORTFOLIO
TABLE 176. ORACLE CORPORATION: NET SALES
TABLE 177. ORACLE CORPORATION: KEY STRATERGIES
TABLE 178. SAMSUNG ELECTRONICS CO., LTD.: KEY EXECUTIVES
TABLE 179. SAMSUNG ELECTRONICS CO., LTD.: COMPANY SNAPSHOT
TABLE 180. SAMSUNG ELECTRONICS CO., LTD.: OPERATING SEGMENTS
TABLE 181. SAMSUNG ELECTRONICS CO., LTD.: PRODUCT PORTFOLIO
TABLE 182. SAMSUNG ELECTRONICS CO., LTD.: NET SALES
TABLE 183. SAMSUNG ELECTRONICS CO., LTD.: KEY STRATERGIES
TABLE 184. IBM CORPORATION: KEY EXECUTIVES
TABLE 185. IBM CORPORATION: COMPANY SNAPSHOT
TABLE 186. IBM CORPORATION: OPERATING SEGMENTS
TABLE 187. IBM CORPORATION: PRODUCT PORTFOLIO
TABLE 188. IBM CORPORATION: NET SALES
TABLE 189. IBM CORPORATION: KEY STRATERGIES
LIST OF FIGURES
FIGURE 1. SEGMENTATION OF AI INFRASTRUCTURE MARKET,2021-2031
FIGURE 2. AI INFRASTRUCTURE MARKET,2021-2031
FIGURE 3. TOP INVESTMENT POCKETS, BY REGION
FIGURE 4. PORTER FIVE-1
FIGURE 5. PORTER FIVE-2
FIGURE 6. PORTER FIVE-3
FIGURE 7. PORTER FIVE-4
FIGURE 8. PORTER FIVE-5
FIGURE 9. AI INFRASTRUCTURE MARKET:DRIVERS, RESTRAINTS AND OPPORTUNITIES
FIGURE 10. AI INFRASTRUCTURE MARKET,BY COMPONENT,2021(%)
FIGURE 11. COMPARATIVE SHARE ANALYSIS OF HARDWARE AI INFRASTRUCTURE MARKET, 2021 AND 2031(%)
FIGURE 12. COMPARATIVE SHARE ANALYSIS OF SOFTWARE AI INFRASTRUCTURE MARKET, 2021 AND 2031(%)
FIGURE 13. COMPARATIVE SHARE ANALYSIS OF SERVICES AI INFRASTRUCTURE MARKET, 2021 AND 2031(%)
FIGURE 14. AI INFRASTRUCTURE MARKET,BY DEPLOYMENT MODE,2021(%)
FIGURE 15. COMPARATIVE SHARE ANALYSIS OF ON-PREMISE AI INFRASTRUCTURE MARKET, 2021 AND 2031(%)
FIGURE 16. COMPARATIVE SHARE ANALYSIS OF CLOUD AI INFRASTRUCTURE MARKET, 2021 AND 2031(%)
FIGURE 17. COMPARATIVE SHARE ANALYSIS OF HYBRID AI INFRASTRUCTURE MARKET, 2021 AND 2031(%)
FIGURE 18. AI INFRASTRUCTURE MARKET,BY TECHNOLOGY,2021(%)
FIGURE 19. COMPARATIVE SHARE ANALYSIS OF MACHINE LEARNING AI INFRASTRUCTURE MARKET, 2021 AND 2031(%)
FIGURE 20. COMPARATIVE SHARE ANALYSIS OF DEEP LEARNING AI INFRASTRUCTURE MARKET, 2021 AND 2031(%)
FIGURE 21. AI INFRASTRUCTURE MARKET,BY END-USERS,2021(%)
FIGURE 22. COMPARATIVE SHARE ANALYSIS OF ENTERPRISES AI INFRASTRUCTURE MARKET, 2021 AND 2031(%)
FIGURE 23. COMPARATIVE SHARE ANALYSIS OF GOVERNMENTS AI INFRASTRUCTURE MARKET, 2021 AND 2031(%)
FIGURE 24. COMPARATIVE SHARE ANALYSIS OF CLOUD SERVICE PROVIDERS (CSPS) AI INFRASTRUCTURE MARKET, 2021 AND 2031(%)
FIGURE 25. AI INFRASTRUCTURE MARKET,BY APPLICATION,2021(%)
FIGURE 26. COMPARATIVE SHARE ANALYSIS OF AI TRAINING AI INFRASTRUCTURE MARKET, 2021 AND 2031(%)
FIGURE 27. COMPARATIVE SHARE ANALYSIS OF INFERENCING AI INFRASTRUCTURE MARKET, 2021 AND 2031(%)
FIGURE 28. COMPARATIVE SHARE ANALYSIS OF OTHERS AI INFRASTRUCTURE MARKET, 2021 AND 2031(%)
FIGURE 29. AI INFRASTRUCTURE MARKET BY REGION,2021
FIGURE 30. U.S. AI INFRASTRUCTURE MARKET,2021-2031($MILLION)
FIGURE 31. CANADA AI INFRASTRUCTURE MARKET,2021-2031($MILLION)
FIGURE 32. UK AI INFRASTRUCTURE MARKET,2021-2031($MILLION)
FIGURE 33. GERMANY AI INFRASTRUCTURE MARKET,2021-2031($MILLION)
FIGURE 34. FRANCE AI INFRASTRUCTURE MARKET,2021-2031($MILLION)
FIGURE 35. ITALY AI INFRASTRUCTURE MARKET,2021-2031($MILLION)
FIGURE 36. SPAIN AI INFRASTRUCTURE MARKET,2021-2031($MILLION)
FIGURE 37. REST OF EUROPE AI INFRASTRUCTURE MARKET,2021-2031($MILLION)
FIGURE 38. CHINA AI INFRASTRUCTURE MARKET,2021-2031($MILLION)
FIGURE 39. JAPAN AI INFRASTRUCTURE MARKET,2021-2031($MILLION)
FIGURE 40. INDIA AI INFRASTRUCTURE MARKET,2021-2031($MILLION)
FIGURE 41. AUSTRALIA AI INFRASTRUCTURE MARKET,2021-2031($MILLION)
FIGURE 42. SOUTH KOREA AI INFRASTRUCTURE MARKET,2021-2031($MILLION)
FIGURE 43. REST OF ASIA-PACIFIC AI INFRASTRUCTURE MARKET,2021-2031($MILLION)
FIGURE 44. LATIN AMERICA AI INFRASTRUCTURE MARKET,2021-2031($MILLION)
FIGURE 45. MIDDLE EAST AI INFRASTRUCTURE MARKET,2021-2031($MILLION)
FIGURE 46. AFRICA AI INFRASTRUCTURE MARKET,2021-2031($MILLION)
FIGURE 47. TOP WINNING STRATEGIES, BY YEAR
FIGURE 48. TOP WINNING STRATEGIES, BY DEVELOPMENT
FIGURE 49. TOP WINNING STRATEGIES, BY COMPANY
FIGURE 50. PRODUCT MAPPING OF TOP 10 PLAYERS
FIGURE 51. COMPETITIVE DASHBOARD
FIGURE 52. COMPETITIVE HEATMAP OF TOP 10 KEY PLAYERS
FIGURE 53. TOP PLAYER POSITIONING, 2021
FIGURE 54. NVIDIA CORPORATION.: NET SALES ($MILLION)
FIGURE 55. MICROSOFT CORPORATION.: NET SALES ($MILLION)
FIGURE 56. ALPHABET INC..: NET SALES ($MILLION)
FIGURE 57. INTEL CORPORATION.: NET SALES ($MILLION)
FIGURE 58. TOSHIBA CORPORATION.: NET SALES ($MILLION)
FIGURE 59. MICRON TECHNOLOGY, INC..: NET SALES ($MILLION)
FIGURE 60. AMAZON.COM, INC..: NET SALES ($MILLION)
FIGURE 61. ORACLE CORPORATION.: NET SALES ($MILLION)
FIGURE 62. SAMSUNG ELECTRONICS CO., LTD..: NET SALES ($MILLION)
FIGURE 63. IBM CORPORATION.: NET SALES ($MILLION)
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