Global AI Infrastructure Market Size study, by Offering (Hardware, Server Software) Technology (Machine learning, deep learning) Function (Training, Inference) Deployment Type (On-premises, cloud, hybrid) End User (Enterprises, Government Organizations, Cloud Service Providers) and Regional Forecasts 2021-2027

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200 Pages
July 2021
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Global AI Infrastructure Market is valued approximately USD 18.6 billion in 2020 and is anticipated to grow with a healthy growth rate of more than 27.3% over the forecast period 2021-2027. Artificial intelligence (AI) infrastructure refers to the platforms that businesses may use to create intelligent applications that are predictive, and require little human interaction. New generation technologies such as IoT, Mobility, and Big Data are putting a pressure on IT infrastructure. For utilizing the power of AI platforms, intelligent infrastructure is more important than ever. Every stage of the machine learning workflow is covered by AI infrastructure. It enables data engineers, data scientists, DevOps teams, and software engineers to manage and access computer resources for AI algorithm training, deployment, and testing. The workload is mapped to the right configuration of virtual machines and servers using AI infrastructure. Organizations may now focus on capacity planning, storage management, resource usage, anomaly detection, threat detection, and analysis due to AI infrastructure. The AI infrastructure market is growing due to increasing use of cloud machine learning platforms in businesses and rising demand for AI hardware in high-performance computing data centres. The market for AI infrastructure is projected to grow as the use of AI applications in vertical sectors such as healthcare, automotive, BFSI, and tourism grows. The dearth of AI hardware specialists in the sector, on the other hand, is limiting the market's growth. Increasing attention on building human-aware AI systems, on the other hand, represents an opportunity for the AI infrastructure industry in the forecasting years. For instance, The GeForce GTX Titan X has a memory bandwidth of 336.5 GB/s and is mostly utilized in desktop computers, whereas the Tesla V100 16 GB has a memory bandwidth of 900 GB/s and is primarily used in AI applications. According to Cisco Systems, Inc.'s most recent records, global IP traffic will exceed 1.2 ZB per year or 96 EB per month in 2021, and 3.3 ZB per year in 2022. This indicates that overall IP traffic is booming, and that more data will be generated in the near future. As a result, greater computational power devices are required. The growing volume of data produced in industries such as automotive and healthcare, improved computing power, lower hardware costs, a growing number of cross-industry partnerships and collaborations, and expanding AI applications in industries such as healthcare, automotive, finance, and tourism are mostly driving the market growth.

The main regions of Asia Pacific, North America, Europe, Latin America, and the Rest of the World are included in the geographical analysis of the worldwide AI Infrastructure market. The global AI infrastructure market is dominated by North America, and this growth is projected to continue in the coming years. AI-based servers are predicted to be widely used in the United States and Canada. Also, with their significant focus on investing in R&D operations for the development of new technologies, these countries are technologically developed economies in North America. The United States is one of the country's biggest developers of AI technology. Furthermore, the presence of major AI technology suppliers in the country, such as IBM, Google, Microsoft, NVIDIA, Intel, Facebook, MetaMind, and Amazon, is driving the AI infrastructure market's growth.

Major market player included in this report are:

Intel Corporation

NVIDIA Corporation

IBM

Xilinx

Advanced Micro Devices

Samsung Electronics

Micron Technology

Google

Microsoft

Amazon Web Services

The objective of the study is to define market sizes of different segments & countries in recent years and to forecast the values to the coming eight years. The report is designed to incorporate both qualitative and quantitative aspects of the industry within each of the regions and countries involved in the study. Furthermore, the report also caters the detailed information about the crucial aspects such as driving factors & challenges which will define the future growth of the market. Additionally, the report shall also incorporate available opportunities in micro markets for stakeholders to invest along with the detailed analysis of competitive landscape and product offerings of key players. The detailed segments and sub-segment of the market are explained below:

By Offering:

Hardware

Server Software

By Technology:

Machine Learning

Deep Learning

By Function:

Training

Inference

By Deployment Type:

On-Premises

Cloud

Hybrid

By End-User:

Enterprises

Government Organizations

Cloud Service Providers

By Region:

North America

U.S.

Canada

Europe

Germany

France

Spain

Italy

ROE

Asia Pacific

China

India

Japan

Australia

South Korea

RoAPAC

Latin America

Brazil

Mexico

Rest of the World

Furthermore, years considered for the study are as follows:

Historical year – 2018, 2019

Base year – 2020

Forecast period – 2021 to 2027

Target Audience of the Global AI Infrastructure Market in Market Study:

Key Consulting Companies & Advisors

Large, medium-sized, and small enterprises

Venture capitalists

Value-Added Resellers (VARs)

Third-party knowledge providers

Investment bankers

Investors

Chapter 1. Executive Summary

1.1. Market Snapshot

1.2. Global & Segmental Market Estimates & Forecasts, 2019-2027 (USD Billion)

1.2.1. AI Infrastructure Market, by Region, 2019-2027 (USD Billion)

1.2.2. AI Infrastructure Market, by Offering, 2019-2027 (USD Billion)

1.2.3. AI Infrastructure Market, by Technology, 2019-2027 (USD Billion)

1.2.4. AI Infrastructure Market, by Function, 2019-2027 (USD Billion)

1.2.5. AI Infrastructure Market, by Deployment Type, 2019-2027 (USD Billion)

1.2.6. AI Infrastructure Market, by End-User, 2019-2027 (USD Billion)

1.3. Key Trends

1.4. Estimation Methodology

1.5. Research Assumption

Chapter 2. Global AI Infrastructure Market Definition and Scope

2.1. Objective of the Study

2.2. Market Definition & Scope

2.2.1. Scope of the Study

2.2.2. Industry Evolution

2.3. Years Considered for the Study

2.4. Currency Conversion Rates

Chapter 3. Global AI Infrastructure Market Dynamics

3.1. AI Infrastructure Market Impact Analysis (2019-2027)

3.1.1. Market Drivers

3.1.1.1. Rising utilization of cloud machine learning platform

3.1.1.2. Increased data traffic and need for high computing power

3.1.2. Market Challenges

3.1.2.1. Concern regarding data privacy in AI platforms

3.1.3. Market Opportunities

3.1.3.1. Innovations in neurological functions

Chapter 4. Global AI Infrastructure Market Industry Analysis

4.1. Porter’s 5 Force Model

4.1.1. Bargaining Power of Suppliers

4.1.2. Bargaining Power of Buyers

4.1.3. Threat of New Entrants

4.1.4. Threat of Substitutes

4.1.5. Competitive Rivalry

4.1.6. Futuristic Approach to Porter’s 5 Force Model (2018-2027)

4.2. PEST Analysis

4.2.1. Political

4.2.2. Economical

4.2.3. Social

4.2.4. Technological

4.3. Investment Adoption Model

4.4. Analyst Recommendation & Conclusion

Chapter 5. Global AI Infrastructure Market, by Offering

5.1. Market Snapshot

5.2. Global AI Infrastructure Market by Offering, Performance - Potential Analysis

5.3. Global AI Infrastructure Market Estimates & Forecasts by Offering 2018-2027 (USD Billion)

5.4. AI Infrastructure Market, Sub Segment Analysis

5.4.1. Hardware

5.4.2. Server Software

Chapter 6. Global AI Infrastructure Market, by Technology

6.1. Market Snapshot

6.2. Global AI Infrastructure Market by Technology, Performance - Potential Analysis

6.3. Global AI Infrastructure Market Estimates & Forecasts by Technology 2018-2027 (USD Billion)

6.4. AI Infrastructure Market, Sub Segment Analysis

6.4.1. Machine Learning

6.4.2. Deep Learning

Chapter 7. Global AI Infrastructure Market, by Function

7.1. Market Snapshot

7.2. Global AI Infrastructure Market by Function, Performance - Potential Analysis

7.3. Global AI Infrastructure Market Estimates & Forecasts by Function 2018-2027 (USD Billion)

7.4. AI Infrastructure Market, Sub Segment Analysis

7.4.1. Training

7.4.2. Inference

Chapter 8. Global AI Infrastructure Market, by Deployment Type:

8.1. Market Snapshot

8.2. Global AI Infrastructure Market by Deployment Type, Performance - Potential Analysis

8.3. Global AI Infrastructure Market Estimates & Forecasts by Deployment Type 2018-2027 (USD Billion)

8.4. AI Infrastructure Market, Sub Segment Analysis

8.4.1. On-premises

8.4.2. Cloud

8.4.3. Hybrid

Chapter 9. Global AI Infrastructure Market, by End-User:

9.1. Market Snapshot

9.2. Global AI Infrastructure Market by End-User, Performance - Potential Analysis

9.3. Global AI Infrastructure Market Estimates & Forecasts by End-User 2018-2027 (USD Billion)

9.4. AI Infrastructure Market, Sub Segment Analysis

9.4.1. Enterprises

9.4.2. Government Organizations

9.4.3. Cloud Service Providers

Chapter 10. Global AI Infrastructure Market, Regional Analysis

10.1. AI Infrastructure Market, Regional Market Snapshot

10.2. North America AI Infrastructure Market

10.2.1. U.S. AI Infrastructure Market

10.2.1.1. Offering breakdown estimates & forecasts, 2018-2027

10.2.1.2. Technology breakdown estimates & forecasts, 2018-2027

10.2.1.3. Function breakdown estimates & forecasts, 2018-2027

10.2.2. Canada AI Infrastructure Market

10.3. Europe AI Infrastructure Market Snapshot

10.3.1. U.K. AI Infrastructure Market

10.3.2. Germany AI Infrastructure Market

10.3.3. France AI Infrastructure Market

10.3.4. Spain AI Infrastructure Market

10.3.5. Italy AI Infrastructure Market

10.3.6. Rest of Europe AI Infrastructure Market

10.4. Asia-Pacific AI Infrastructure Market Snapshot

10.4.1. China AI Infrastructure Market

10.4.2. India AI Infrastructure Market

10.4.3. Japan AI Infrastructure Market

10.4.4. Australia AI Infrastructure Market

10.4.5. South Korea AI Infrastructure Market

10.4.6. Rest of Asia Pacific AI Infrastructure Market

10.5. Latin America AI Infrastructure Market Snapshot

10.5.1. Brazil AI Infrastructure Market

10.5.2. Mexico AI Infrastructure Market

10.6. Rest of The World AI Infrastructure Market

Chapter 11. Competitive Intelligence

11.1. Top Market Strategies

11.2. Company Profiles

11.2.1. Intel Corporation

11.2.1.1. Key Information

11.2.1.2. Overview

11.2.1.3. Financial (Subject to Data Availability)

11.2.1.4. Product Summary

11.2.1.5. Recent Developments

11.2.2. NVIDIA Corporation

11.2.3. IBM

11.2.4. Xilinx

11.2.5. Advanced Micro Devices

11.2.6. Samsung Electronics

11.2.7. Micron Technology

11.2.8. Google

11.2.9. Microsoft

11.2.10. Amazon Web Services

Chapter 12. Research Process

12.1. Research Process

12.1.1. Data Mining

12.1.2. Analysis

12.1.3. Market Estimation

12.1.4. Validation

12.1.5. Publishing

12.2. Research Attributes

12.3. Research Assumption

List of Tables

TABLE 1. Global AI Infrastructure market, report scope

TABLE 2. Global AI Infrastructure market estimates & forecasts by Region 2018-2027 (USD Billion)

TABLE 3. Global AI Infrastructure market estimates & forecasts by Offering 2018-2027 (USD Billion)

TABLE 4. Global AI Infrastructure market estimates & forecasts by Technology 2018-2027 (USD Billion)

TABLE 5. Global AI Infrastructure market estimates & forecasts by Function 2018-2027 (USD Billion)

TABLE 6. Global AI Infrastructure market by segment, estimates & forecasts, 2018-2027 (USD Billion)

TABLE 7. Global AI Infrastructure market by region, estimates & forecasts, 2018-2027 (USD Billion)

TABLE 8. Global AI Infrastructure market by segment, estimates & forecasts, 2018-2027 (USD Billion)

TABLE 9. Global AI Infrastructure market by region, estimates & forecasts, 2018-2027 (USD Billion)

TABLE 10. Global AI Infrastructure market by segment, estimates & forecasts, 2018-2027 (USD Billion)

TABLE 11. Global AI Infrastructure market by region, estimates & forecasts, 2018-2027 (USD Billion)

TABLE 12. Global AI Infrastructure market by segment, estimates & forecasts, 2018-2027 (USD Billion)

TABLE 13. Global AI Infrastructure market by region, estimates & forecasts, 2018-2027 (USD Billion)

TABLE 14. Global AI Infrastructure market by segment, estimates & forecasts, 2018-2027 (USD Billion)

TABLE 15. Global AI Infrastructure market by region, estimates & forecasts, 2018-2027 (USD Billion)

TABLE 16. U.S. AI Infrastructure market estimates & forecasts, 2018-2027 (USD Billion)

TABLE 17. U.S. AI Infrastructure market estimates & forecasts by segment 2018-2027 (USD Billion)

TABLE 18. U.S. AI Infrastructure market estimates & forecasts by segment 2018-2027 (USD Billion)

TABLE 19. Canada AI Infrastructure market estimates & forecasts, 2018-2027 (USD Billion)

TABLE 20. Canada AI Infrastructure market estimates & forecasts by segment 2018-2027 (USD Billion)

TABLE 21. Canada AI Infrastructure market estimates & forecasts by segment 2018-2027 (USD Billion)

TABLE 22. UK AI Infrastructure market estimates & forecasts, 2018-2027 (USD Billion)

TABLE 23. UK AI Infrastructure market estimates & forecasts by segment 2018-2027 (USD Billion)

TABLE 24. UK AI Infrastructure market estimates & forecasts by segment 2018-2027 (USD Billion)

TABLE 25. Germany AI Infrastructure market estimates & forecasts, 2018-2027 (USD Billion)

TABLE 26. Germany AI Infrastructure market estimates & forecasts by segment 2018-2027 (USD Billion)

TABLE 27. Germany AI Infrastructure market estimates & forecasts by segment 2018-2027 (USD Billion)

TABLE 28. RoE AI Infrastructure market estimates & forecasts, 2018-2027 (USD Billion)

TABLE 29. RoE AI Infrastructure market estimates & forecasts by segment 2018-2027 (USD Billion)

TABLE 30. RoE AI Infrastructure market estimates & forecasts by segment 2018-2027 (USD Billion)

TABLE 31. China AI Infrastructure market estimates & forecasts, 2018-2027 (USD Billion)

TABLE 32. China AI Infrastructure market estimates & forecasts by segment 2018-2027 (USD Billion)

TABLE 33. China AI Infrastructure market estimates & forecasts by segment 2018-2027 (USD Billion)

TABLE 34. India AI Infrastructure market estimates & forecasts, 2018-2027 (USD Billion)

TABLE 35. India AI Infrastructure market estimates & forecasts by segment 2018-2027 (USD Billion)

TABLE 36. India AI Infrastructure market estimates & forecasts by segment 2018-2027 (USD Billion)

TABLE 37. Japan AI Infrastructure market estimates & forecasts, 2018-2027 (USD Billion)

TABLE 38. Japan AI Infrastructure market estimates & forecasts by segment 2018-2027 (USD Billion)

TABLE 39. Japan AI Infrastructure market estimates & forecasts by segment 2018-2027 (USD Billion)

TABLE 40. RoAPAC AI Infrastructure market estimates & forecasts, 2018-2027 (USD Billion)

TABLE 41. RoAPAC AI Infrastructure market estimates & forecasts by segment 2018-2027 (USD Billion)

TABLE 42. RoAPAC AI Infrastructure market estimates & forecasts by segment 2018-2027 (USD Billion)

TABLE 43. Brazil AI Infrastructure market estimates & forecasts, 2018-2027 (USD Billion)

TABLE 44. Brazil AI Infrastructure market estimates & forecasts by segment 2018-2027 (USD Billion)

TABLE 45. Brazil AI Infrastructure market estimates & forecasts by segment 2018-2027 (USD Billion)

TABLE 46. Mexico AI Infrastructure market estimates & forecasts, 2018-2027 (USD Billion)

TABLE 47. Mexico AI Infrastructure market estimates & forecasts by segment 2018-2027 (USD Billion)

TABLE 48. Mexico AI Infrastructure market estimates & forecasts by segment 2018-2027 (USD Billion)

TABLE 49. RoLA AI Infrastructure market estimates & forecasts, 2018-2027 (USD Billion)

TABLE 50. RoLA AI Infrastructure market estimates & forecasts by segment 2018-2027 (USD Billion)

TABLE 51. RoLA AI Infrastructure market estimates & forecasts by segment 2018-2027 (USD Billion)

TABLE 52. Row AI Infrastructure market estimates & forecasts, 2018-2027 (USD Billion)

TABLE 53. Row AI Infrastructure market estimates & forecasts by segment 2018-2027 (USD Billion)

TABLE 54. Row AI Infrastructure market estimates & forecasts by segment 2018-2027 (USD Billion)

TABLE 55. List of secondary sources, used in the study of global AI Infrastructure market

TABLE 56. List of primary sources, used in the study of global AI Infrastructure market

TABLE 57. Years considered for the study

TABLE 58. Exchange rates considered

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