AI Infrastructure Market with COVID-19 Impact Analysis by Offering (Hardware, Software), Technology (Machine Learning, Deep Learning), Function (Training, Inference), Deployment Type (On-Premises, Cloud), End User, and Region - Global Forecast to 2026

AI Infrastructure Market with COVID-19 Impact Analysis by Offering (Hardware, Software), Technology (Machine Learning, Deep Learning), Function (Training, Inference), Deployment Type (On-Premises, Cloud), End User, and Region - Global Forecast to 2026

The AI infrastructure market is expected to grow from USD 23.7 billion in 2021 to USD 79.3 billion by 2026, at a CAGR of 27.3%. Increased data traffic and need for high computing power, increasing adoption of cloud machine learning platform, increasingly large and complex dataset, rising focus on parallel computing in AI data centers, and growing number of cross-industry partnerships and collaborations —are the key factors driving the AI infrastructure market. However, lack of AI hardware experts and skilled workforce may create hurdles for the market.

The COVID-19 pandemic is an accelerator for AI technology, helping people around the world get more and more comfortable with leveraging these tools for many applications, including healthcare. The adoption of remote patient monitoring, decoding genomic sequence for drug development, healthcare chatbots, and enhancement of CT scans using AI technology in diagnosis is expected to gain momentum during and after the COVID-19 pandemic.

Post-COVID-19, the manufacturing sector is expected to adopt smart manufacturing processes using AI, IoT, and blockchain technologies. Companies can reduce costs, increase process efficiency, and reduce human contact significantly by adopting these technologies. Currently, AI is being used for predictive maintenance and will further be implemented to forecast demand and returns in the supply chain.

Market for server software is expected to have a gradual growth during the forecast period

In the past three years, most developments have been witnessed in AI software and related software development kits. The software integrated into existing computer systems carries out complex operations. It synthesizes the data received from the hardware systems and processes it in an AI system to generate an intelligent response. The software itself can run the specific application without using any additional hardware.

Training function is expected to grow at a faster CAGR during the forecast period

The process of training an AI model involves providing the learning algorithm with training data to learn from. Training is computationally intensive and is best accelerated with GPUs. Using even a small dataset, the time taken to go through all the training samples can be reduced when using GPU compared to CPU. Hence, training function is expected to grow at a faster CAGR during the forecast period.

Enterprises to play a crucial role during the forecast period

High technological developments across various data centers of enterprises have generated and stored large volumes of data. The complexities within the IT infrastructure encourage these data centers to adopt virtualization technology, thereby fueling the growth of enterprise data centers. The utilization of advanced big data solutions for operational data explosion is impacting the future requirements for AI-based servers.

APAC is expected to register the highest CAGR in the market during the forecast period

The deployment of cloud-based services on a large scale is likely to usher in digital transformation in the APAC region. Increased demand for AI data centers and cloud resources led to the development of large-scale public cloud data centers. The demand for AI data centers in China has exceeded the available supply as organizations seek enhanced connectivity and scalable solutions for their growing businesses.

North America accounted for the largest share of the AI infrastructure market in 2020. The US and Canada are expected to adopt AI-based servers at a high rate. These countries are technologically developed economies in North America owing to their strong focus on investing in R&D activities for the development of new technologies.

Breakdown of primary participants:
By Company Type: Tier 1 = 15%, Tier 2 = 50%, and Tier 3 = 35%
By Designation: C-Level Executives = 45%, Directors = 35%, and Others = 20%
By Region: North America = 45%, Europe = 35%, APAC = 12%, South America= 3%, Middle East & Africa = 5%,

Some of the major players in the AI infrastructure market include Intel Corporation (US), NVIDIA Corporation (US), IBM (US), Xilinx (US), Advanced Micro Devices (AMD) (US), Samsung Electronics (South Korea), Micron Technology (US), Google (US), Microsoft (US), Amazon Web Services (US), and so on.

Research Coverage:

In this report, the AI infrastructure market has been segmented on the basis of offering, technology, function, deployment type, end user, and geography. The report also discusses the drivers, restraints, opportunities, and challenges pertaining to the market. It gives a detailed view of the market across four main regions—North America, Europe, APAC, and RoW. Value chain analysis has been included in the report, along with the key players and their competitive analysis in the AI infrastructure ecosystem.

Key Benefits to Buy the Report:
This report includes statistics for the AI infrastructure market based on offering, technology, function, deployment type, end user, and geography, along with their respective market sizes.
Value chain analysis and key industry trends have been provided for the market.
Major drivers, restraints, opportunities, and challenges for the AI infrastructure market have been provided in detail in this report.
This report would help stakeholders to understand their competitors better and gain more insights to enhance their position in the market. The competitive landscape section includes the competitor ecosystem and the recent development strategies adopted by the key players in the market, such as product launches/developments, contracts/partnerships/agreements/acquisitions.


  • INTRODUCTION
    • STUDY OBJECTIVES
    • MARKET DEFINITION AND SCOPE
      • INCLUSIONS AND EXCLUSIONS
    • STUDY SCOPE
      • MARKETS COVERED
      • GEOGRAPHIC SCOPE
      • YEARS CONSIDERED
    • CURRENCY
    • PACKAGE SIZE
    • STAKEHOLDERS
    • SUMMARY OF CHANGES
  • RESEARCH METHODOLOGY
    • RESEARCH DATA
      • SECONDARY AND PRIMARY RESEARCH
      • SECONDARY DATA
      • PRIMARY DATA
    • GROWTH RATE ASSUMPTIONS
      • SUPPLY-SIDE
      • DEMAND-SIDE
    • MARKET SIZE ESTIMATION
      • BOTTOM-UP APPROACH
      • TOP-DOWN APPROACH
    • MARKET BREAKDOWN AND DATA TRIANGULATION
    • ASSUMPTIONS
    • LIMITATIONS
    • RISK ASSESSMENT
  • EXECUTIVE SUMMARY
    • IMPACT OF COVID-19 ON AI INFRASTRUCTURE MARKET
      • REALISTIC SCENARIO (POST-COVID-19)
      • OPTIMISTIC SCENARIO (POST-COVID-19)
      • PESSIMISTIC SCENARIO (POST-COVID-19)
  • PREMIUM INSIGHTS
    • ATTRACTIVE OPPORTUNITIES IN AI INFRASTRUCTURE MARKET
    • AI INFRASTRUCTURE HARDWARE MARKET, BY TYPE
    • AI INFRASTRUCTURE MARKET, BY FUNCTION
    • AI INFRASTRUCTURE MARKET, BY END USER AND REGION
    • AI INFRASTRUCTURE MARKET, BY TECHNOLOGY
    • AI INFRASTRUCTURE MARKET, BY COUNTRY
  • MARKET OVERVIEW
    • INTRODUCTION
    • MARKET DYNAMICS
      • DRIVERS
        • Table AVERAGE NUMBER OF CONNECTED DEVICES PER CAPITA (2018–2023)
        • Table RECENT DEVELOPMENTS PERTAINING TO INDUSTRY PARTNERSHIPS
      • RESTRAINTS
      • OPPORTUNITIES
        • Table RECENT DEVELOPMENTS IN FPGA
      • CHALLENGES
    • AI INFRASTRUCTURE MARKET: COVID-19 IMPACT
    • TRENDS/DISRUPTIONS IMPACTING CUSTOMER'S BUSINESS
    • PRICING ANALYSIS
      • Table ASP RANGE OF PROCESSOR TYPES IN AI INFRASTRUCTURE MARKET, 2017-2026
      • Table ASP RANGE OF SERVER SOFTWARE IN AI INFRASTRUCTURE MARKET
    • VALUE CHAIN ANALYSIS
    • ECOSYSTEM OF THE AI MARKET
      • Table ROLE OF COMPANIES IN ECOSYSTEM/VALUE CHAIN
    • TECHNOLOGY ANALYSIS
      • Table COMPARISON OF AI CHIP TYPE
      • CLOUD GPU
    • PATENT ANALYSIS
      • Table PATENTS FILED, 2018-2021
      • LIST OF MAJOR PATENTS
        • Table LIST OF MAJOR PATENTS IN THE AI INFRASTRUCTURE MARKET
    • TRADE ANALYSIS
      • Table EXPORTS DATA, BY COUNTRY, 2015–2019 (USD MILLION)
      • Table IMPORTS DATA, BY COUNTRY, 2015–2019 (USD MILLION)
    • CASE STUDY ANALYSIS
      • KIA MOTORS AMERICA RELIED ON ADVANCED ANALYTICS AND AI SOLUTIONS FROM SAS
      • VULCAN AI USES AI VISION AND DEEP LEARNING TO CREATE A SAFER WORKPLACE
      • ACCENTURE, ALONG WITH MICROSOFT, WORKED FOR THE GOVERNMENT OF INDIA TO DEVELOP AN AI TOOL FOR PANDEMIC
    • TARIFF AND REGULATORY LANDSCAPE
      • Table TARIFF FOR ELECTRONIC INTEGRATED CIRCUITS AS PROCESSORS AND CONTROLLERS EXPORTED BY US, 2020
      • Table TARIFF FOR ELECTRONIC INTEGRATED CIRCUITS AS PROCESSORS AND CONTROLLERS EXPORTED BY CHINA, 2020
      • Table TARIFF FOR ELECTRONIC INTEGRATED CIRCUITS AS PROCESSORS AND CONTROLLERS EXPORTED BY GERMANY, 2020
      • REGULATIONS
    • PORTER'S FIVE FORCES ANALYSIS
      • Table PORTER'S FIVE FORCES IMPACT ON THE AI INFRASTRUCTURE MARKET
      • THREAT OF NEW ENTRANTS
      • THREAT OF SUBSTITUTES
      • BARGAINING POWER OF SUPPLIERS
      • BARGAINING POWER OF BUYERS
      • INTENSITY OF COMPETITION RIVALRY
  • AI INFRASTRUCTURE MARKET, BY OFFERING
    • INTRODUCTION
      • Table AI INFRASTRUCTURE MARKET, BY OFFERING, 2017–2020 (USD BILLION)
      • Table AI INFRASTRUCTURE MARKET, BY OFFERING, 2021–2026 (USD BILLION)
    • HARDWARE
      • Table HARDWARE IN AI INFRASTRUCTURE MARKET, BY TYPE, 2017–2020 (USD BILLION)
      • Table HARDWARE IN AI INFRASTRUCTURE MARKET, BY TYPE, 2021–2026 (USD BILLION)
      • Table HARDWARE IN AI INFRASTRUCTURE MARKET, BY DEPLOYMENT TYPE, 2017–2020 (USD BILLION)
      • Table HARDWARE IN AI INFRASTRUCTURE MARKET, BY DEPLOYMENT TYPE, 2021–2026 (USD BILLION)
      • Table HARDWARE IN AI INFRASTRUCTURE MARKET, BY FUNCTION, 2017–2020 (USD BILLION)
      • Table HARDWARE IN AI INFRASTRUCTURE MARKET, BY FUNCTION, 2021–2026 (USD BILLION)
      • Table HARDWARE IN AI INFRASTRUCTURE MARKET, BY TECHNOLOGY, 2017–2020 (USD BILLION)
      • Table AI INFRASTRUCTURE MARKET FOR HARDWARE OFFERINGS, BY TECHNOLOGY, 2021–2026 (USD BILLION)
      • Table HARDWARE IN AI INFRASTRUCTURE MARKET, BY END USER, 2017–2020 (USD BILLION)
      • Table HARDWARE IN AI INFRASTRUCTURE MARKET, BY END USER, 2021–2026 (USD BILLION)
      • PROCESSOR
        • Table PROCESSORS IN AI INFRASTRUCTURE MARKET, BY TYPE, 2017–2020 (USD BILLION)
        • Table PROCESSORS IN AI INFRASTRUCTURE MARKET, BY TYPE, 2021–2026 (USD BILLION)
        • Table PROCESSORS IN AI INFRASTRUCTURE MARKET, BY TYPE, 2017–2020 (THOUSAND UNITS)
        • Table PROCESSORS IN AI INFRASTRUCTURE MARKET, BY TYPE, 2021–2026 (THOUSAND UNITS)
      • MEMORY
      • STORAGE
      • NETWORKING
    • SERVER SOFTWARE
      • SOFTWARE INTEGRATED INTO EXISTING COMPUTER SYSTEMS CARRIES OUT COMPLEX OPERATIONS
        • Table SERVER SOFTWARE IN AI INFRASTRUCTURE MARKET, BY DEPLOYMENT TYPE, 2017–2020 (USD BILLION)
        • Table SERVER SOFTWARE IN AI INFRASTRUCTURE MARKET, BY DEPLOYMENT TYPE, 2021–2026 (USD BILLION)
        • Table SERVER SOFTWARE IN AI INFRASTRUCTURE MARKET, BY FUNCTION, 2017–2020 (USD BILLION)
        • Table SERVER SOFTWARE IN AI INFRASTRUCTURE MARKET, BY FUNCTION, 2021–2026 (USD BILLION)
        • Table SERVER SOFTWARE IN AI INFRASTRUCTURE MARKET, BY TECHNOLOGY, 2017–2020 (USD BILLION)
        • Table SERVER SOFTWARE IN AI INFRASTRUCTURE MARKET, BY TECHNOLOGY, 2021–2026 (USD BILLION)
        • Table SERVER SOFTWARE IN AI INFRASTRUCTURE MARKET, BY END USER, 2017–2020 (USD BILLION)
        • Table SERVER SOFTWARE IN AI INFRASTRUCTURE MARKET, BY END USER, 2021–2026 (USD BILLION)
  • AI INFRASTRUCTURE MARKET, BY TECHNOLOGY
    • INTRODUCTION
      • Table AI INFRASTRUCTURE MARKET, BY TECHNOLOGY, 2017–2020 (USD BILLION)
      • Table AI INFRASTRUCTURE MARKET, BY TECHNOLOGY, 2021–2026 (USD BILLION)
    • MACHINE LEARNING
      • MACHINE LEARNING ENABLES SYSTEMS TO AUTOMATICALLY IMPROVE THEIR PERFORMANCE WITH EXPERIENCES
        • Table AI INFRASTRUCTURE MARKET FOR MACHINE LEARNING, BY OFFERING, 2017–2020 (USD BILLION)
        • Table AI INFRASTRUCTURE MARKET FOR MACHINE LEARNING, BY OFFERING, 2021–2026 (USD BILLION)
    • DEEP LEARNING
      • DEEP LEARNING USES ARTIFICIAL NEURAL NETWORKS TO LEARN MULTIPLE LEVELS OF DATA
        • Table AI INFRASTRUCTURE MARKET FOR DEEP LEARNING, BY OFFERING, 2017–2020 (USD BILLION)
        • Table AI INFRASTRUCTURE MARKET FOR DEEP LEARNING, BY OFFERING, 2021–2026 (USD BILLION)
  • AI INFRASTRUCTURE MARKET, BY FUNCTION
    • INTRODUCTION
      • Table AI INFRASTRUCTURE MARKET, BY FUNCTION, 2017–2020 (USD BILLION)
      • Table AI INFRASTRUCTURE MARKET, BY FUNCTION, 2021–2026 (USD BILLION)
    • TRAINING
      • TRAINING IS COMPUTATIONALLY INTENSIVE AND IS BEST ACCELERATED WITH GPUS
        • Table AI INFRASTRUCTURE MARKET FOR TRAINING, BY OFFERING, 2017–2020 (USD BILLION)
        • Table AI INFRASTRUCTURE MARKET FOR TRAINING, BY OFFERING, 2021–2026 (USD BILLION)
    • INFERENCE
      • ON-PREMISES INFERENCE PLATFORM IS ADOPTED TO GAIN FASTER RESULTS THAN THAT OF THE CLOUD
        • Table AI INFRASTRUCTURE MARKET FOR INFERENCE, BY OFFERING, 2017–2020 (USD BILLION)
        • Table AI INFRASTRUCTURE MARKET FOR INFERENCE, BY OFFERING, 2021–2026 (USD BILLION)
  • AI INFRASTRUCTURE MARKET, BY DEPLOYMENT TYPE
    • INTRODUCTION
      • Table AI INFRASTRUCTURE MARKET, BY DEPLOYMENT TYPE, 2017–2020 (USD BILLION)
      • Table AI INFRASTRUCTURE MARKET, BY DEPLOYMENT TYPE, 2021–2026 (USD BILLION)
    • ON-PREMISES
      • DATA-SENSITIVE ENTERPRISES PREFER ON-PREMISES AI SOLUTIONS BASED ON ADVANCED NLP TECHNIQUES AND ML MODELS
        • Table ON-PREMISE AI INFRASTRUCTURE MARKET, BY OFFERING, 2017–2020 (USD BILLION)
        • Table ON-PREMISE AI INFRASTRUCTURE MARKET, BY OFFERING, 2021–2026 (USD BILLION)
    • CLOUD
      • CLOUD-BASED AI SOLUTIONS PROVIDE ADDITIONAL FLEXIBILITY AND MORE ACCURATE REAL-TIME DATA ESSENTIAL FOR EFFECTIVE BUSINESS OPERATIONS
        • Table CLOUD-BASED AI INFRASTRUCTURE MARKET, BY OFFERING, 2017–2020 (USD BILLION)
        • Table CLOUD-BASED AI INFRASTRUCTURE MARKET, BY OFFERING, 2021–2026 (USD BILLION)
    • HYBRID
      • HYBRID INFRASTRUCTURE WOULD HELP IN MAKING WORK PROCESSES FASTER, SAVE TIME AND MONEY
        • Table HYBRID AI INFRASTRUCTURE MARKET, BY OFFERING, 2017–2020 (USD BILLION)
        • Table HYBRID AI INFRASTRUCTURE MARKET, BY OFFERING, 2021–2026 (USD BILLION)
  • AI INFRASTRUCTURE MARKET, BY END USER
    • INTRODUCTION
      • Table AI INFRASTRUCTURE MARKET, BY END USER, 2017–2020 (USD BILLION)
      • Table AI INFRASTRUCTURE MARKET, BY END USER, 2021–2026 (USD BILLION)
    • ENTERPRISES
      • THE UTILIZATION OF ADVANCED BIG DATA SOLUTIONS FOR OPERATIONAL DATA EXPLOSION IS IMPACTING FUTUR REQUIREMENTS FOR AI-BASED SERVERS
        • Table AI INFRASTRUCTURE MARKET FOR ENTERPRISES, BY REGION, 2017–2020 (USD BILLION)
        • Table AI INFRASTRUCTURE MARKET FOR ENTERPRISES, BY REGION, 2021–2026 (USD BILLION)
        • Table AI INFRASTRUCTURE MARKET FOR ENTERPRISES, BY OFFERING, 2017–2020 (USD BILLION)
        • Table AI INFRASTRUCTURE MARKET FOR ENTERPRISES, BY OFFERING, 2021–2026 (USD BILLION)
        • Table AI INFRASTRUCTURE MARKET FOR ENTERPRISES IN NORTH AMERICA, BY COUNTRY, 2017–2020 (USD BILLION)
        • Table AI INFRASTRUCTURE MARKET FOR ENTERPRISES IN NORTH AMERICA, BY COUNTRY, 2021–2026 (USD BILLION)
        • Table AI INFRASTRUCTURE MARKET FOR ENTERPRISES IN EUROPE, BY COUNTRY, 2017–2020 (USD BILLION)
        • Table AI INFRASTRUCTURE MARKET FOR ENTERPRISES IN EUROPE, BY COUNTRY, 2021–2026 (USD BILLION)
        • Table AI INFRASTRUCTURE MARKET FOR ENTERPRISES IN APAC, BY COUNTRY, 2017–2020 (USD BILLION)
        • Table AI INFRASTRUCTURE MARKET FOR ENTERPRISES IN APAC, BY COUNTRY, 2021–2026 (USD BILLION)
        • Table AI INFRASTRUCTURE MARKET FOR ENTERPRISES IN ROW, BY REGION, 2017–2020 (USD BILLION)
        • Table AI INFRASTRUCTURE MARKET FOR ENTERPRISES IN ROW, BY REGION, 2021–2026 (USD BILLION)
    • GOVERNMENT ORGANIZATIONS
      • GOVERNMENTS WORLDWIDE ARE WORKING TOWARD IMPLEMENTING AI IN SECURITY SOLUTIONS TO PROTECT CRITICAL GOVERNMENT AND DEFENSE-RELATED INFRASTRUCTURE
        • Table AI INFRASTRUCTURE MARKET FOR GOVERNMENT ORGANIZATIONS, BY OFFERING, 2017–2020 (USD BILLION)
        • Table AI INFRASTRUCTURE MARKET FOR GOVERNMENT ORGANIZATIONS, BY OFFERING, 2021–2026 (USD BILLION)
        • Table AI INFRASTRUCTURE MARKET FOR GOVERNMENT ORGANIZATIONS, BY REGION, 2017–2020 (USD BILLION)
        • Table AI INFRASTRUCTURE MARKET FOR GOVERNMENT ORGANIZATIONS, BY REGION, 2021–2026 (USD BILLION)
        • Table AI INFRASTRUCTURE MARKET FOR GOVERNMENT ORGANIZATIONS IN NORTH AMERICA, BY COUNTRY, 2017–2020 (USD BILLION)
        • Table AI INFRASTRUCTURE MARKET FOR GOVERNMENT ORGANIZATIONS IN NORTH AMERICA, BY COUNTRY, 2021–2026 (USD BILLION)
        • Table AI INFRASTRUCTURE MARKET FOR GOVERNMENT ORGANIZATIONS IN EUROPE, BY COUNTRY, 2017–2020 (USD MILLION)
        • Table AI INFRASTRUCTURE MARKET FOR GOVERNMENT ORGANIZATIONS IN EUROPE, BY COUNTRY, 2021–2026 (USD MILLION)
        • Table AI INFRASTRUCTURE MARKET FOR GOVERNMENT ORGANIZATIONS IN APAC, BY COUNTRY, 2017–2020 (USD BILLION)
        • Table AI INFRASTRUCTURE MARKET FOR GOVERNMENT ORGANIZATIONS IN APAC, BY COUNTRY, 2021–2026 (USD BILLION)
        • Table AI INFRASTRUCTURE MARKET FOR GOVERNMENT ORGANIZATIONS IN ROW, BY REGION, 2017–2020 (USD BILLION)
        • Table AI INFRASTRUCTURE MARKET FOR GOVERNMENT ORGANIZATIONS IN ROW, BY REGION, 2021–2026 (USD BILLION)
    • CLOUD SERVICE PROVIDERS (CSP)
      • CLOUD SERVICE PROVIDERS DELIVER INDUSTRY-SPECIFIC FUNCTIONALITY OR HELP USERS MEET CERTAIN REGULATORY REQUIREMENTS
        • Table AI INFRASTRUCTURE MARKET FOR CLOUD SERVICE PROVIDERS, BY REGION, 2017–2020 (USD BILLION)
        • Table AI INFRASTRUCTURE MARKET FOR CLOUD SERVICE PROVIDERS, BY REGION, 2021–2026 (USD BILLION)
        • Table AI INFRASTRUCTURE MARKET FOR CLOUD SERVICE PROVIDERS, BY OFFERING, 2017–2020 (USD BILLION)
        • Table AI INFRASTRUCTURE MARKET FOR CLOUD SERVICE PROVIDERS, BY OFFERING, 2021–2026 (USD BILLION)
        • Table AI INFRASTRUCTURE MARKET FOR CLOUD SERVICE PROVIDERS IN NORTH AMERICA, BY COUNTRY, 2017–2020 (USD BILLION)
        • Table AI INFRASTRUCTURE MARKET FOR CLOUD SERVICE PROVIDERS IN NORTH AMERICA, BY COUNTRY, 2021–2026 (USD BILLION)
        • Table AI INFRASTRUCTURE MARKET FOR CLOUD SERVICE PROVIDERS IN EUROPE, BY COUNTRY, 2017–2020 (USD BILLION)
        • Table AI INFRASTRUCTURE MARKET FOR CLOUD SERVICE PROVIDERS IN EUROPE, BY COUNTRY, 2021–2026 (USD BILLION)
        • Table AI INFRASTRUCTURE MARKET FOR CLOUD SERVICE PROVIDERS IN APAC, BY COUNTRY, 2017–2020 (USD BILLION)
        • Table AI INFRASTRUCTURE MARKET FOR CLOUD SERVICE PROVIDERS IN APAC, BY COUNTRY, 2021–2026 (USD BILLION)
        • Table AI INFRASTRUCTURE MARKET FOR CLOUD SERVICE PROVIDERS IN ROW, BY REGION, 2017–2020 (USD BILLION)
        • Table AI INFRASTRUCTURE MARKET FOR CLOUD SERVICE PROVIDERS IN ROW, BY REGION, 2021–2026 (USD BILLION)
  • GEOGRAPHIC ANALYSIS
    • INTRODUCTION
      • Table AI INFRASTRUCTURE MARKET, BY REGION, 2017–2020 (USD BILLION)
      • Table AI INFRASTRUCTURE MARKET, BY REGION, 2021–2026 (USD BILLION)
    • NORTH AMERICA
      • Table AI INFRASTRUCTURE MARKET IN NORTH AMERICA, BY COUNTRY, 2017–2020 (USD BILLION)
      • Table AI INFRASTRUCTURE MARKET IN NORTH AMERICA, BY COUNTRY, 2021–2026 (USD BILLION)
      • Table AI INFRASTRUCTURE MARKET IN NORTH AMERICA, BY END USER, 2017–2020 (USD BILLION)
      • Table AI INFRASTRUCTURE MARKET IN NORTH AMERICA, BY END USER, 2021–2026 (USD BILLION)
      • US
        • Table AI INFRASTRUCTURE MARKET IN US, BY END USER, 2017–2020 (USD BILLION)
        • Table AI INFRASTRUCTURE MARKET IN US, BY END USER, 2021–2026 (USD BILLION)
      • CANADA
        • Table AI INFRASTRUCTURE MARKET IN CANADA, BY END USER, 2017–2020 (USD BILLION)
        • Table AI INFRASTRUCTURE MARKET IN CANADA, BY END USER, 2021–2026 (USD BILLION)
      • MEXICO
        • Table AI INFRASTRUCTURE MARKET IN MEXICO, BY END USER, 2017–2020 (USD BILLION)
        • Table AI INFRASTRUCTURE MARKET IN MEXICO, BY END USER, 2021–2026 (USD BILLION)
    • EUROPE
      • Table AI INFRASTRUCTURE MARKET IN EUROPE, BY COUNTRY, 2017–2020 (USD BILLION)
      • Table AI INFRASTRUCTURE MARKET IN EUROPE, BY COUNTRY, 2021–2026 (USD BILLION)
      • Table AI INFRASTRUCTURE MARKET IN EUROPE, BY END USER, 2017–2020 (USD BILLION)
      • Table AI INFRASTRUCTURE MARKET IN EUROPE, BY END USER, 2021–2026 (USD BILLION)
      • UK
        • Table AI INFRASTRUCTURE MARKET IN UK, BY END USER, 2017–2020 (USD BILLION)
        • Table AI INFRASTRUCTURE MARKET IN UK, BY END USER, 2021–2026 (USD BILLION)
      • GERMANY
        • Table AI INFRASTRUCTURE MARKET IN GERMANY, BY END USER, 2017–2020 (USD BILLION)
        • Table AI INFRASTRUCTURE MARKET IN GERMANY, BY END USER, 2021–2026 (USD BILLION)
      • FRANCE
        • Table AI INFRASTRUCTURE MARKET IN FRANCE, BY END USER, 2017–2020 (USD BILLION)
        • Table AI INFRASTRUCTURE MARKET IN FRANCE, BY END USER, 2021–2026 (USD BILLION)
      • REST OF EUROPE
        • Table AI INFRASTRUCTURE MARKET IN REST OF EUROPE, BY END USER, 2017–2020 (USD BILLION)
        • Table AI INFRASTRUCTURE MARKET IN REST OF EUROPE, BY END USER, 2021–2026 (USD BILLION)
    • APAC
      • Table AI INFRASTRUCTURE MARKET IN APAC, BY COUNTRY, 2017–2020 (USD BILLION)
      • Table AI INFRASTRUCTURE MARKET IN APAC, BY COUNTRY, 2021–2026 (USD BILLION)
      • Table AI INFRASTRUCTURE MARKET IN APAC, BY END USER, 2017–2020 (USD BILLION)
      • Table AI INFRASTRUCTURE MARKET IN APAC, BY END USER, 2021–2026 (USD BILLION)
      • CHINA
        • Table AI INFRASTRUCTURE MARKET IN CHINA, BY END USER, 2017–2020 (USD BILLION)
        • Table AI INFRASTRUCTURE MARKET IN CHINA, BY END USER, 2021–2026 (USD BILLION)
      • JAPAN
        • Table AI INFRASTRUCTURE MARKET IN JAPAN, BY END USER, 2017–2020 (USD BILLION)
        • Table AI INFRASTRUCTURE MARKET IN JAPAN, BY END USER, 2021–2026 (USD BILLION)
      • INDIA
        • Table AI INFRASTRUCTURE MARKET IN INDIA, BY END USER, 2017–2020 (USD BILLION)
        • Table AI INFRASTRUCTURE MARKET IN INDIA, BY END USER, 2021–2026 (USD BILLION)
      • REST OF APAC
        • Table AI INFRASTRUCTURE MARKET IN REST OF APAC, BY END USER, 2017–2020 (USD BILLION)
        • Table AI INFRASTRUCTURE MARKET IN REST OF APAC, BY END USER, 2021–2026 (USD BILLION)
    • ROW
      • Table AI INFRASTRUCTURE MARKET IN ROW, BY REGION, 2017–2020 (USD BILLION)
      • Table AI INFRASTRUCTURE MARKET IN ROW, BY REGION, 2021–2026 (USD BILLION)
      • Table AI INFRASTRUCTURE MARKET IN ROW, BY END USER, 2017–2020 (USD BILLION)
      • Table AI INFRASTRUCTURE MARKET IN ROW, BY END USER, 2021–2026 (USD BILLION)
      • SOUTH AMERICA
        • Table AI INFRASTRUCTURE MARKET IN SOUTH AMERICA, BY END USER, 2017–2020 (USD BILLION)
        • Table AI INFRASTRUCTURE MARKET IN SOUTH AMERICA, BY END USER, 2021–2026 (USD BILLION)
      • MIDDLE EAST & AFRICA
        • Table AI INFRASTRUCTURE MARKET IN MIDDLE EAST & AFRICA, BY END USER, 2017–2020 (USD BILLION)
        • Table AI INFRASTRUCTURE MARKET IN MIDDLE EAST & AFRICA, BY END USER, 2021–2026 (USD BILLION)
  • COMPETITIVE LANDSCAPE
    • OVERVIEW
    • REVENUE ANALYSIS OF KEY PLAYERS IN THE AI INFRASTRUCTURE MARKET
    • MARKET SHARE ANALYSIS OF KEY PLAYERS IN AI INFRASTRUCTURE (PROCESSOR) MARKET IN 2020
      • Table AI INFRASTRUCTURE (PROCESSOR) MARKET: DEGREE OF COMPETITION
    • MARKET RANKING ANALYSIS OF KEY PLAYERS IN AI INFRASTRUCTURE (STORAGE) MARKET IN 2020
    • COMPANY EVALUATION QUADRANT
      • STARS
      • EMERGING LEADERS
      • PERVASIVE
      • PARTICIPANTS
    • COMPANY EVALUATION QUADRANT – PRODUCT FOOTPRINT
      • COMPANY FOOTPRINT, BY TECHNOLOGY
      • COMPANY FOOTPRINT, BY END-USER
      • COMPANY FOOTPRINT, BY REGION
      • COMPANY FOOTPRINT
    • STARTUP/SME EVALUATION QUADRANT, 2020
      • PROGRESSIVE COMPANY
      • RESPONSIVE COMPANY
      • DYNAMIC COMPANY
      • STARTING BLOCK
    • COMPETITIVE SITUATIONS AND TRENDS
      • NEW PRODUCT LAUNCHES AND DEVELOPMENTS
        • Table NEW PRODUCT LAUNCHES AND DEVELOPMENTS, 2020–2021
      • DEALS
        • Table DEALS, 2020–2021
  • COMPANY PROFILES
    • INTRODUCTION
    • KEY PLAYERS
      • INTEL
        • Table INTEL: BUSINESS OVERVIEW
      • NVIDIA
        • Table NVIDIA: BUSINESS OVERVIEW
      • AMD
        • Table AMD: BUSINESS OVERVIEW
      • SAMSUNG ELECTRONICS
        • Table SAMSUNG ELECTRONICS: BUSINESS OVERVIEW
      • XILINX
        • Table XILINX: BUSINESS OVERVIEW
      • MICRON TECHNOLOGY
        • Table MICRON TECHNOLOGY: BUSINESS OVERVIEW
      • IBM
        • Table IBM: BUSINESS OVERVIEW
      • GOOGLE
        • Table GOOGLE: BUSINESS OVERVIEW
      • MICROSOFT
        • Table MICROSOFT: BUSINESS OVERVIEW
      • AMAZON WEB SERVICE
        • Table AMAZON WEB SERVICE (AWS): BUSINESS OVERVIEW
    • OTHER KEY PLAYERS
      • GRAPHCORE
        • Table GRAPHCORE: COMPANY OVERVIEW
      • SK HYNIX
        • Table SK HYNIX: COMPANY OVERVIEW
      • CISCO
        • Table CISCO: COMPANY OVERVIEW
      • ARM
        • Table ARM: COMPANY OVERVIEW
      • DELL
        • Table DELL: COMPANY OVERVIEW
      • HPE
        • Table HPE: COMPANY OVERVIEW
      • WAVE COMPUTING
        • Table WAVE COMPUTING: COMPANY OVERVIEW
      • TOSHIBA
        • Table TOSHIBA: COMPANY OVERVIEW
      • GYRFALCON TECHNOLOGY
        • Table GYRFALCON TECHNOLOGY: COMPANY OVERVIEW
      • IMAGINATION TECHNOLOGIES
        • Table IMAGINATION TECHNOLOGIES: COMPANY OVERVIEW
      • CAMBRICON TECHNOLOGIES
        • Table CAMBRICON TECHNOLOGIES: COMPANY OVERVIEW
      • CADENCE DESIGN SYSTEMS
        • Table CADENCE DESIGN SYSTEMS: COMPANY OVERVIEW
      • TENSTORRENT
        • Table TENSTORRENT: COMPANY OVERVIEW
      • SYNOPSYS
        • Table SYNOPSYS: COMPANY OVERVIEW
      • SENSETIME
        • Table SENSETIME: COMPANY OVERVIEW
  • APPENDIX
    • INSIGHTS OF INDUSTRY EXPERTS
    • DISCUSSION GUIDE
    • KNOWLEDGE STORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL
    • AVAILABLE CUSTOMIZATIONS
    • RELATED REPORTS
    • AUTHOR DETAILS

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