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Artificial Intelligence

PUBLISHER: MarketsandMarkets | PRODUCT CODE: 1105263

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PUBLISHER: MarketsandMarkets | PRODUCT CODE: 1105263

AI Infrastructure Market by Offering (Hardware, Server Software), Technology (Machine Learning, Deep Learning), Function (Training, Inference), Deployment Type (On-premises, Hybrid, Cloud), End user and Region - Global Forecast to 2027

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Table of Contents

The global AI infrastructure market is projected to grow from USD 28.7 billion in 2022 to USD 96.6 billion by 2027, at a CAGR of 27.5% during the forecast period from 2022 to 2027. The growth of this market is driven by factors such as increasing adoption of AI due to the COVID-19 pandemic, increasing adoption of cloud-based machine learning platforms, increased data traffic and need for high computing power, rising focus on parallel computing in AI data centers, growing number of cross-industry partnerships and collaborations, and,increasingly large and complex dataset.

Cloud deployment segment to account for the highest growth rate in AI infrastructure market during the forecast period

Cloud deployment mode is expected to grow at the highest rate during the forecast period. Cloud deployment mode provides benefits such as reduced operational costs, hassle-free deployment, high scalability, easy data accessibility, faster access to critical data, and low capital requirements.

US to account for the largest share of AI infrastructure market in North America during the forecast period

The US holds the largest market share and is expected to retain its position as the largest during the forecast period from 2022 to 2027. It is one of the leading countries in the world to adopt AI technology. In addition, the presence of prominent AI technology providers in the country, such as International Business Machines Corporation, Google LLC, Microsoft Corporation, NVIDIA Corporation, Intel Corporation, Meta Platforms, Inc., MetaMind Inc., Tute Genomics, and Amazon.com, Inc., is boosting the growth of the AI infrastructure market in this region.

Breakdown ofprimary 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%, andRoW = 8%

Some of the key companies in the AI infrastructure market are NVIDIA Corporation (US), Intel Corporation (US), Oracle Corporation (US), Samsung Electronics Co., Ltd. (South Korea), Micron Technology, Inc (US), Advanced Micro Devices, Inc. (US), International Business Machines (IBM) Corporation (US), Google LLC (US), Microsoft Corporation (US), Amazon Web Services, Inc. (US), SK Hynix, Inc. (South Korea), MIPS (US), Toshiba Corporation (Japan), Imagination Technologies (UK), Cambricon Technologies Corp. Ltd. (China), Graphcore (UK), Gyrfalcon Technology Inc (US), Cadence Design Systems, Inc. (US), Tenstorrent Inc. (US), Cisco Systems, Inc. (US), Arm Limited (US), Dell Technologies (US), Hewlett Packard Enterprise (US), Synopsys, Inc. (US), and SenseTime Group Inc. (China) are the major players operating in the AI infrastructure market.

Research Coverage:

In this report,the AI infrastructure market has been segmented on the basis of Offering, Function, Technology, Deployment Type, End User, and Region.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, Function, Technology, Deployment Type, End User, and Region, along with their respective market sizes.
  • Value chain analysis andkey 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/ collaborations/ agreements/ acquisitions.
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Product Code: SE 7201

TABLE OF CONTENTS

1 INTRODUCTION

  • 1.1 STUDY OBJECTIVES
  • 1.2 MARKET DEFINITION
  • 1.3 STUDY SCOPE
    • 1.3.1 MARKETS COVERED
    • FIGURE 1 MARKET SEGMENTATION: AI INFRASTRUCTURE MARKET
    • 1.3.2 REGIONAL SCOPE
    • 1.3.3 YEARS CONSIDERED
  • 1.4 INCLUSIONS AND EXCLUSIONS
  • 1.5 CURRENCY
  • 1.6 STAKEHOLDERS
  • 1.7 SUMMARY OF CHANGES

2 RESEARCH METHODOLOGY

  • 2.1 RESEARCH DATA
    • FIGURE 2 RESEARCH DESIGN
    • 2.1.1 SECONDARY & PRIMARY RESEARCH
      • 2.1.1.1 Key industry insights
    • 2.1.2 SECONDARY DATA
      • 2.1.2.1 List of major secondary sources
      • 2.1.2.2 Secondary sources
    • 2.1.3 PRIMARY DATA
      • 2.1.3.1 Breakdown of primary interviews
      • 2.1.3.2 Primary interviews with experts
      • 2.1.3.3 Key data from primary sources
  • 2.2 MARKET SIZE ESTIMATION
    • 2.2.1 BOTTOM-UP APPROACH
    • FIGURE 3 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH
    • 2.2.2 TOP-DOWN APPROACH
    • FIGURE 4 APPROACH FOR CAPTURING MARKET SIZE FROM SUPPLY-SIDE
    • FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH
  • 2.3 MARKET BREAKDOWN & DATA TRIANGULATION
    • FIGURE 6 DATA TRIANGULATION: AI INFRASTRUCTURE MARKET
  • 2.4 RESEARCH ASSUMPTIONS
  • 2.5 LIMITATIONS
  • 2.6 RISK ASSESSMENT

3 EXECUTIVE SUMMARY

    • FIGURE 7 HARDWARE SEGMENT ESTIMATED TO HOLD LARGER SHARE OF AI INFRASTRUCTURE MARKET
    • FIGURE 8 CLOUD SERVICE PROVIDERS SEGMENT TO HOLD LARGEST SHARE OF AI INFRASTRUCTURE MARKET DURING FORECAST PERIOD
    • FIGURE 9 AI INFRASTRUCTURE MARKET IN ASIA PACIFIC TO WITNESS HIGHEST CAGR DURING FORECAST PERIOD

4 PREMIUM INSIGHTS

  • 4.1 MAJOR OPPORTUNITIES IN AI INFRASTRUCTURE MARKET
    • FIGURE 10 INCREASING ADOPTION OF CLOUD MACHINE LEARNING IN HIGH-PERFORMANCE COMPUTING DATA CENTERS EXPECTED TO DRIVE MARKET
  • 4.2 AI INFRASTRUCTURE MARKET FOR HARDWARE, BY OFFERING
    • FIGURE 11 AI INFRASTRUCTURE MARKET FOR PROCESSOR TO EXHIBIT HIGHEST CAGR DURING FORECAST PERIOD
  • 4.3 AI INFRASTRUCTURE MARKET, BY DEPLOYMENT TYPE
    • FIGURE 12 AI INFRASTRUCTURE MARKET FOR CLOUD TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
  • 4.4 AI INFRASTRUCTURE MARKET IN ASIA PACIFIC, BY END USER AND COUNTRY
    • FIGURE 13 CLOUD SERVICE PROVIDERS TO ACCOUNT FOR LARGEST SHARE OF MARKET DURING FORECAST PERIOD
  • 4.5 AI INFRASTRUCTURE MARKET, BY COUNTRY
    • FIGURE 14 AI INFRASTRUCTURE MARKET IN CHINA TO WITNESS HIGHEST CAGR DURING FORECAST PERIOD

5 MARKET OVERVIEW

  • 5.1 INTRODUCTION
  • 5.2 MARKET DYNAMICS
    • FIGURE 15 AI INFRASTRUCTURE MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES
    • 5.2.1 DRIVERS
      • 5.2.1.1 Increasing data traffic and need for high computing power
      • 5.2.1.2 Growing adoption of cloud machine learning platform
    • FIGURE 16 AI ADOPTION BY ORGANIZATIONS GLOBALLY, 2020-2021
      • 5.2.1.3 Increasingly large and complex dataset
    • TABLE 1 MOBILE DATA TRAFFIC PER SMARTPHONE (GB/MONTH)
      • 5.2.1.4 Rising focus on parallel computing in AI data centers
      • 5.2.1.5 Increasing cross-industry partnerships and collaborations
    • TABLE 2 RECENT DEVELOPMENTS PERTAINING TO INDUSTRY PARTNERSHIPS
      • 5.2.1.6 Growing adoption of AI due to COVID-19
    • FIGURE 17 NUMBER OF DATA CENTERS WORLDWIDE IN 2022, BY COUNTRY
    • FIGURE 18 IMPACT ANALYSIS OF DRIVERS ON AI INFRASTRUCTURE MARKET
    • 5.2.2 RESTRAINTS
      • 5.2.2.1 Lack of AI hardware experts and skilled workforce
    • FIGURE 19 IMPACT ANALYSIS OF RESTRAINTS ON AI INFRASTRUCTURE MARKET
    • 5.2.3 OPPORTUNITIES
      • 5.2.3.1 Surging demand for FPGA-based accelerators
    • TABLE 3 RECENT DEVELOPMENTS IN FPGA
      • 5.2.3.2 Rising need for co-processors due to slowdown of Moore's Law
      • 5.2.3.3 Growing potential of AI-based tools for elderly care
    • FIGURE 20 IMPACT ANALYSIS OF OPPORTUNITIES IN AI INFRASTRUCTURE MARKET
    • 5.2.4 CHALLENGES
      • 5.2.4.1 Concerns regarding data privacy in AI platforms
    • FIGURE 21 HEALTHCARE DATA BREACHES OF 500 OR MORE RECORDS
      • 5.2.4.2 Unreliability of AI algorithms
      • 5.2.4.3 Availability of limited structured data to train and develop efficient AI systems
    • FIGURE 22 IMPACT ANALYSIS OF CHALLENGES ON AI INFRASTRUCTURE MARKET
  • 5.3 TRENDS/DISRUPTIONS IMPACTING CUSTOMER'S BUSINESS
    • 5.3.1 REVENUE SHIFT & NEW REVENUE POCKETS FOR AI INFRASTRUCTURE PROVIDERS
    • FIGURE 23 REVENUE SHIFT FOR AI INFRASTRUCTURE MARKET
  • 5.4 PRICING ANALYSIS
    • 5.4.1 AVERAGE SELLING PRICES OF KEY PLAYERS, BY OFFERING
    • FIGURE 24 AVERAGE SELLING PRICES OF KEY PLAYERS FOR TOP 3 HARDWARE PRODUCTS
    • TABLE 4 AVERAGE SELLING PRICES OF KEY PLAYERS FOR TOP 3 HARDWARE PRODUCTS (USD)
    • 5.4.2 AVERAGE SELLING PRICE TREND
    • FIGURE 25 AI INFRASTRUCTURE MARKET: AVERAGE PRICE OF PROCESSOR
    • FIGURE 26 AI INFRASTRUCTURE MARKET: AVERAGE PRICE OF MEMORY
    • FIGURE 27 AI INFRASTRUCTURE MARKET: AVERAGE PRICE OF NETWORK
  • 5.5 VALUE CHAIN ANALYSIS
    • FIGURE 28 VALUE CHAIN ANALYSIS: MAJOR VALUE ADDED BY HARDWARE AND SOFTWARE PROVIDERS
  • 5.6 ECOSYSTEM/MARKET MAP
    • TABLE 5 AI INFRASTRUCTURE MARKET: ECOSYSTEM
  • 5.7 TECHNOLOGY ANALYSIS
    • TABLE 6 COMPARISON OF AI CHIP TYPE
    • 5.7.1 CLOUD GPU
  • 5.8 CASE STUDY ANALYSIS
    • 5.8.1 KIA MOTORS AMERICA RELIES ON ADVANCED ANALYTICS AND AI SOLUTIONS FROM SAS TO IMPROVE PRODUCTS AND SERVICES
    • 5.8.2 VULCAN AI USES AI VISION AND DEEP LEARNING TO CREATE SAFER WORKPLACE
    • 5.8.3 ORTOBOM BOOSTS AGILITY, SERVES CUSTOMERS FASTER WITH ORACLE CLOUD INFRASTRUCTURE
    • 5.8.4 BRAZILIAN BANK BRADESCO GIVING PERSONAL ATTENTION TO 65 MILLION CUSTOMERS WITH WATSON
    • 5.8.5 ACCENTURE, ALONG WITH MICROSOFT, WORKED FOR GOVERNMENT OF INDIA TO DEVELOP AI TOOL FOR PANDEMIC
  • 5.9 PATENT ANALYSIS
    • FIGURE 29 TOP 10 COMPANIES WITH HIGHEST NUMBER OF PATENT APPLICATIONS IN LAST 10 YEARS
    • TABLE 7 TOP 10 PATENT OWNERS IN US IN LAST 10 YEARS
    • FIGURE 30 NUMBER OF PATENTS GRANTED PER YEAR FROM 2011 TO 2021
    • 5.9.1 LIST OF MAJOR PATENTS
    • TABLE 8 LIST OF MAJOR PATENTS IN AI INFRASTRUCTURE MARKET
  • 5.10 TRADE AND TARIFF ANALYSIS
    • 5.10.1 TRADE ANALYSIS
      • 5.10.1.1 Trade data for HS code 854231
    • FIGURE 31 IMPORT DATA, BY COUNTRY, 2017-2021 (USD BILLION)
    • FIGURE 32 EXPORT DATA, BY COUNTRY, 2017-2021 (USD BILLION)
    • 5.10.2 TARIFF ANALYSIS
    • TABLE 9 TARIFF FOR ELECTRONIC INTEGRATED CIRCUITS AS PROCESSORS AND CONTROLLERS EXPORTED BY US, 2021
    • TABLE 10 TARIFF FOR ELECTRONIC INTEGRATED CIRCUITS AS PROCESSORS AND CONTROLLERS EXPORTED BY CHINA, 2021
    • TABLE 11 TARIFF FOR ELECTRONIC INTEGRATED CIRCUITS AS PROCESSORS AND CONTROLLERS EXPORTED BY HONG KONG, CHINA, 2021
    • TABLE 12 TARIFF FOR ELECTRONIC INTEGRATED CIRCUITS AS PROCESSORS AND CONTROLLERS EXPORTED BY SINGAPORE, 2021
    • TABLE 13 TARIFF FOR ELECTRONIC INTEGRATED CIRCUITS AS PROCESSORS AND CONTROLLERS EXPORTED BY MALAYSIA, 2021
  • 5.11 KEY CONFERENCES AND EVENTS DURING 2022-2023
    • TABLE 14 AI INFRASTRUCTURE MARKET: DETAILED LIST OF CONFERENCES AND EVENTS
  • 5.12 REGULATORY LANDSCAPE
    • 5.12.1 EXPORT-IMPORT REGULATIONS
    • 5.12.2 RESTRICTION ON HAZARDOUS SUBSTANCES (ROHS) AND WASTE ELECTRICAL AND ELECTRONIC EQUIPMENT (WEEE)
    • 5.12.3 REGISTRATION, EVALUATION, AUTHORISATION, AND RESTRICTION OF CHEMICALS (REACH)
    • 5.12.4 GENERAL DATA PROTECTION REGULATION (GDPR)
  • 5.13 PORTER'S FIVE FORCES ANALYSIS
    • TABLE 15 IMPACT OF PORTER'S FIVE FORCES ON AI INFRASTRUCTURE MARKET
    • FIGURE 33 PORTER'S FIVE FORCES ANALYSIS: AI INFRASTRUCTURE MARKET
    • 5.13.1 THREAT OF NEW ENTRANTS
    • 5.13.2 THREAT OF SUBSTITUTES
    • 5.13.3 BARGAINING POWER OF SUPPLIERS
    • 5.13.4 BARGAINING POWER OF BUYERS
    • 5.13.5 INTENSITY OF COMPETITION RIVALRY
  • 5.14 KEY STAKEHOLDERS & BUYING CRITERIA
    • 5.14.1 KEY STAKEHOLDERS IN BUYING PROCESS
    • FIGURE 34 INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS FOR TOP 3 APPLICATIONS
    • TABLE 16 INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS FOR TOP 3 APPLICATIONS (%)
    • 5.14.2 BUYING CRITERIA
    • TABLE 17 KEY BUYING CRITERIA FOR TOP 3 APPLICATIONS

6 AI INFRASTRUCTURE MARKET, BY OFFERING

  • 6.1 INTRODUCTION
    • FIGURE 35 HARDWARE OFFERINGS EXPECTED TO LEAD AI INFRASTRUCTURE MARKET DURING FORECAST PERIOD
    • TABLE 18 AI INFRASTRUCTURE MARKET, BY OFFERING, 2018-2021 (USD BILLION)
    • TABLE 19 AI INFRASTRUCTURE MARKET, BY OFFERING, 2022-2027 (USD BILLION)
  • 6.2 HARDWARE
    • TABLE 20 HARDWARE IN AI INFRASTRUCTURE MARKET, BY OFFERING, 2018-2021 (USD BILLION)
    • TABLE 21 HARDWARE IN AI INFRASTRUCTURE MARKET, BY OFFERING, 2022-2027 (USD BILLION)
    • TABLE 22 HARDWARE IN AI INFRASTRUCTURE MARKET, BY DEPLOYMENT TYPE, 2018-2021 (USD BILLION)
    • TABLE 23 HARDWARE IN AI INFRASTRUCTURE MARKET, BY DEPLOYMENT TYPE, 2022-2027 (USD BILLION)
    • TABLE 24 HARDWARE IN AI INFRASTRUCTURE MARKET, BY FUNCTION, 2018-2021 (USD BILLION)
    • TABLE 25 HARDWARE IN AI INFRASTRUCTURE MARKET, BY FUNCTION, 2022-2027 (USD BILLION)
    • TABLE 26 HARDWARE IN AI INFRASTRUCTURE MARKET, BY TECHNOLOGY, 2018-2021 (USD BILLION)
    • TABLE 27 HARDWARE IN AI INFRASTRUCTURE MARKET, BY TECHNOLOGY, 2022-2027 (USD BILLION)
    • TABLE 28 HARDWARE IN AI INFRASTRUCTURE MARKET, BY END USER, 2018-2021 (USD BILLION)
    • TABLE 29 HARDWARE IN AI INFRASTRUCTURE MARKET, BY END USER, 2022-2027 (USD BILLION)
    • 6.2.1 PROCESSOR
    • TABLE 30 PROCESSORS IN AI INFRASTRUCTURE MARKET, BY HARDWARE, 2018-2021 (USD BILLION)
    • TABLE 31 PROCESSORS IN AI INFRASTRUCTURE MARKET, BY HARDWARE, 2022-2027 (USD BILLION)
    • TABLE 32 PROCESSORS IN AI INFRASTRUCTURE MARKET, BY HARDWARE, 2018-2021 (MILLION UNITS)
    • TABLE 33 PROCESSORS IN AI INFRASTRUCTURE MARKET, BY HARDWARE, 2022-2027 (MILLION UNITS)
      • 6.2.1.1 CPU
        • 6.2.1.1.1 CPU to account for largest share of AI infrastructure processor market during forecast period
      • 6.2.1.2 GPU
        • 6.2.1.2.1 NVIDIA is key provider of GPUs for AI infrastructure
      • 6.2.1.3 FPGA
        • 6.2.1.3.1 Xilinx and Intel are major providers of FPGAs for AI infrastructure
      • 6.2.1.4 ASIC
        • 6.2.1.4.1 ASIC expected to register highest CAGR during forecast period
    • 6.2.2 MEMORY
      • 6.2.2.1 High-bandwidth memory, independent of its computing architecture, developed and deployed for AI applications
    • 6.2.3 STORAGE
      • 6.2.3.1 Artificial intelligence and analytics tools used for sorting data
    • 6.2.4 NETWORKING
      • 6.2.4.1 NVIDIA, CISCO, and Intel are key providers of network interconnect adapters for AI applications
  • 6.3 SERVER SOFTWARE
    • 6.3.1 SOFTWARE INTEGRATED INTO EXISTING COMPUTER SYSTEMS PERFORMS COMPLEX OPERATIONS
    • TABLE 34 SERVER SOFTWARE IN AI INFRASTRUCTURE MARKET, BY DEPLOYMENT TYPE, 2018-2021 (USD BILLION)
    • TABLE 35 SERVER SOFTWARE IN AI INFRASTRUCTURE MARKET, BY DEPLOYMENT TYPE, 2022-2027 (USD BILLION)
    • TABLE 36 SERVER SOFTWARE IN AI INFRASTRUCTURE MARKET, BY FUNCTION, 2018-2021 (USD BILLION)
    • TABLE 37 SERVER SOFTWARE IN AI INFRASTRUCTURE MARKET, BY FUNCTION, 2022-2027 (USD BILLION)
    • TABLE 38 SERVER SOFTWARE IN AI INFRASTRUCTURE MARKET, BY TECHNOLOGY, 2018-2021 (USD BILLION)
    • TABLE 39 SERVER SOFTWARE IN AI INFRASTRUCTURE MARKET, BY TECHNOLOGY, 2022-2027 (USD BILLION)
    • TABLE 40 SERVER SOFTWARE IN AI INFRASTRUCTURE MARKET, BY END USER, 2018-2021 (USD BILLION)
    • TABLE 41 SERVER SOFTWARE IN AI INFRASTRUCTURE MARKET, BY END USER, 2022-2027 (USD BILLION)

7 AI INFRASTRUCTURE MARKET, BY TECHNOLOGY

  • 7.1 INTRODUCTION
    • FIGURE 36 DEEP LEARNING TECHNOLOGY TO WITNESS HIGHER CAGR DURING FORECAST PERIOD
    • TABLE 42 AI INFRASTRUCTURE MARKET, BY TECHNOLOGY, 2018-2021 (USD BILLION)
    • TABLE 43 AI INFRASTRUCTURE MARKET, BY TECHNOLOGY, 2022-2027 (USD BILLION)
  • 7.2 MACHINE LEARNING
    • 7.2.1 MACHINE LEARNING ENABLES SYSTEMS TO IMPROVE PERFORMANCE AUTOMATICALLY WITH EXPERIENCE
    • TABLE 44 AI INFRASTRUCTURE MARKET FOR MACHINE LEARNING, BY OFFERING, 2018-2021 (USD BILLION)
    • TABLE 45 AI INFRASTRUCTURE MARKET FOR MACHINE LEARNING, BY OFFERING, 2022-2027 (USD BILLION)
  • 7.3 DEEP LEARNING
    • 7.3.1 DEEP LEARNING USES ARTIFICIAL NEURAL NETWORKS TO LEARN MULTIPLE LEVELS OF DATA
    • TABLE 46 AI INFRASTRUCTURE MARKET FOR DEEP LEARNING, BY OFFERING, 2018-2021 (USD BILLION)
    • TABLE 47 AI INFRASTRUCTURE MARKET FOR DEEP LEARNING, BY OFFERING, 2022-2027 (USD BILLION)

8 AI INFRASTRUCTURE MARKET, BY FUNCTION

  • 8.1 INTRODUCTION
    • FIGURE 37 AI INFRASTRUCTURE MARKET FOR TRAINING FUNCTION TO WITNESS HIGHER CAGR DURING FORECAST PERIOD
    • TABLE 48 AI INFRASTRUCTURE MARKET, BY FUNCTION, 2018-2021 (USD BILLION)
    • TABLE 49 AI INFRASTRUCTURE MARKET, BY FUNCTION, 2022-2027 (USD BILLION)
  • 8.2 TRAINING
    • 8.2.1 TRAINING COMPUTATIONALLY INTENSIVE, BEST ACCELERATED WITH GPUS
    • TABLE 50 AI INFRASTRUCTURE MARKET FOR TRAINING, BY OFFERING, 2018-2021 (USD BILLION)
    • TABLE 51 AI INFRASTRUCTURE MARKET FOR TRAINING, BY OFFERING, 2022-2027 (USD BILLION)
  • 8.3 INFERENCE
    • 8.3.1 ON-PREMISES INFERENCE PLATFORM ADOPTED TO GAIN FASTER RESULTS THAN CLOUD
    • TABLE 52 AI INFRASTRUCTURE MARKET FOR INFERENCE, BY OFFERING, 2018-2021 (USD BILLION)
    • TABLE 53 AI INFRASTRUCTURE MARKET FOR INFERENCE, BY OFFERING, 2022-2027 (USD BILLION)

9 AI INFRASTRUCTURE MARKET, BY DEPLOYMENT TYPE

  • 9.1 INTRODUCTION
    • FIGURE 38 CLOUD DEPLOYMENT IN AI INFRASTRUCTURE MARKET TO WITNESS HIGHEST CAGR DURING FORECAST PERIOD
    • TABLE 54 AI INFRASTRUCTURE MARKET, BY DEPLOYMENT TYPE, 2018-2021 (USD BILLION)
    • TABLE 55 AI INFRASTRUCTURE MARKET, BY DEPLOYMENT TYPE, 2022-2027 (USD BILLION)
  • 9.2 ON-PREMISES
    • 9.2.1 DATA-SENSITIVE ENTERPRISES PREFER ON-PREMISES AI SOLUTIONS BASED ON ADVANCED NLP TECHNIQUES AND ML MODELS
    • TABLE 56 ON-PREMISES AI INFRASTRUCTURE MARKET, BY OFFERING, 2018-2021 (USD BILLION)
    • TABLE 57 ON-PREMISES AI INFRASTRUCTURE MARKET, BY OFFERING, 2022-2027 (USD BILLION)
  • 9.3 CLOUD
    • 9.3.1 CLOUD-BASED AI SOLUTIONS PROVIDE FLEXIBLE AND ACCURATE REAL-TIME DATA
    • TABLE 58 CLOUD-BASED AI INFRASTRUCTURE MARKET, BY OFFERING, 2018-2021 (USD BILLION)
    • TABLE 59 CLOUD-BASED AI INFRASTRUCTURE MARKET, BY OFFERING, 2022-2027 (USD BILLION)
  • 9.4 HYBRID
    • 9.4.1 HYBRID INFRASTRUCTURE ENABLES FASTER WORK PROCESSES, SAVES TIME AND MONEY
    • TABLE 60 HYBRID AI INFRASTRUCTURE MARKET, BY OFFERING, 2018-2021 (USD BILLION)
    • TABLE 61 HYBRID AI INFRASTRUCTURE MARKET, BY OFFERING, 2022-2027 (USD BILLION)

10 AI INFRASTRUCTURE MARKET, BY END USER

  • 10.1 INTRODUCTION
    • FIGURE 39 AI INFRASTRUCTURE MARKET, BY END USER (USD BILLION)
    • TABLE 62 AI INFRASTRUCTURE MARKET, BY END USER, 2018-2021 (USD BILLION)
    • TABLE 63 AI INFRASTRUCTURE MARKET, BY END USER, 2022-2027 (USD BILLION)
  • 10.2 ENTERPRISES
    • 10.2.1 UTILIZATION OF ADVANCED BIG DATA SOLUTIONS FOR OPERATIONAL DATA EXPLOSION FUELING REQUIREMENTS FOR AI-BASED SERVERS
    • TABLE 64 AI INFRASTRUCTURE MARKET IN ENTERPRISES, BY REGION, 2018-2021 (USD BILLION)
    • TABLE 65 AI INFRASTRUCTURE MARKET IN ENTERPRISES, BY REGION, 2022-2027 (USD BILLION)
    • TABLE 66 NORTH AMERICA: AI INFRASTRUCTURE MARKET IN ENTERPRISES, BY COUNTRY, 2018-2021 (USD BILLION)
    • TABLE 67 NORTH AMERICA: AI INFRASTRUCTURE MARKET IN ENTERPRISES, BY COUNTRY, 2022-2027 (USD BILLION)
    • TABLE 68 EUROPE: AI INFRASTRUCTURE MARKET IN ENTERPRISES, BY COUNTRY, 2018-2021 (USD BILLION)
    • TABLE 69 EUROPE: AI INFRASTRUCTURE MARKET IN ENTERPRISES, BY COUNTRY, 2022-2027 (USD BILLION)
    • TABLE 70 ASIA PACIFIC: AI INFRASTRUCTURE MARKET IN ENTERPRISES, BY COUNTRY, 2018-2021 (USD BILLION)
    • TABLE 71 ASIA PACIFIC: AI INFRASTRUCTURE MARKET IN ENTERPRISES, BY COUNTRY, 2022-2027 (USD BILLION)
    • TABLE 72 REST OF THE WORLD: AI INFRASTRUCTURE MARKET IN ENTERPRISES, BY REGION, 2018-2021 (USD BILLION)
    • TABLE 73 REST OF THE WORLD: AI INFRASTRUCTURE MARKET ENTERPRISES, BY REGION, 2022-2027 (USD BILLION)
  • 10.3 GOVERNMENT ORGANIZATIONS
    • 10.3.1 GOVERNMENTS WORKING TOWARD IMPLEMENTING AI TO PROTECT CRITICAL GOVERNMENT AND DEFENSE INFRASTRUCTURE
    • TABLE 74 AI INFRASTRUCTURE MARKET IN GOVERNMENT ORGANIZATIONS, BY REGION, 2018-2021 (USD BILLION)
    • TABLE 75 AI INFRASTRUCTURE MARKET IN GOVERNMENT ORGANIZATIONS, BY REGION, 2022-2027 (USD BILLION)
    • TABLE 76 NORTH AMERICA: AI INFRASTRUCTURE MARKET IN GOVERNMENT ORGANIZATIONS, BY COUNTRY, 2018-2021 (USD BILLION)
    • TABLE 77 NORTH AMERICA: AI INFRASTRUCTURE MARKET IN GOVERNMENT ORGANIZATIONS, BY COUNTRY, 2022-2027 (USD BILLION)
    • TABLE 78 EUROPE: AI INFRASTRUCTURE MARKET IN GOVERNMENT ORGANIZATIONS, BY COUNTRY, 2018-2021 (USD MILLION)
    • TABLE 79 EUROPE: AI INFRASTRUCTURE MARKET IN GOVERNMENT ORGANIZATIONS, BY COUNTRY, 2022-2027 (USD MILLION)
    • TABLE 80 ASIA PACIFIC: AI INFRASTRUCTURE MARKET IN GOVERNMENT ORGANIZATIONS, BY COUNTRY, 2018-2021 (USD BILLION)
    • TABLE 81 ASIA PACIFIC: AI INFRASTRUCTURE MARKET IN GOVERNMENT ORGANIZATIONS, BY COUNTRY, 2022-2027 (USD BILLION)
    • TABLE 82 REST OF THE WORLD: AI INFRASTRUCTURE MARKET IN GOVERNMENT ORGANIZATIONS, BY REGION, 2018-2021 (USD BILLION)
    • TABLE 83 REST OF THE WORLD: AI INFRASTRUCTURE MARKET IN GOVERNMENT ORGANIZATIONS, BY REGION, 2022-2027 (USD BILLION)
  • 10.4 CLOUD SERVICE PROVIDERS (CSP)
    • 10.4.1 CLOUD SERVICE PROVIDERS DELIVER INDUSTRY-SPECIFIC FUNCTIONALITY AND HELP MEET REGULATORY REQUIREMENTS
    • TABLE 84 AI INFRASTRUCTURE MARKET IN CLOUD SERVICE PROVIDERS, BY REGION, 2018-2021 (USD BILLION)
    • TABLE 85 AI INFRASTRUCTURE MARKET IN CLOUD SERVICE PROVIDERS, BY REGION, 2022-2027 (USD BILLION)
    • TABLE 86 NORTH AMERICA: AI INFRASTRUCTURE MARKET IN CLOUD SERVICE PROVIDERS, BY COUNTRY, 2018-2021 (USD BILLION)
    • TABLE 87 NORTH AMERICA: AI INFRASTRUCTURE MARKET IN CLOUD SERVICE PROVIDERS, BY COUNTRY, 2022-2027 (USD BILLION)
    • TABLE 88 EUROPE: AI INFRASTRUCTURE MARKET IN CLOUD SERVICE PROVIDERS, BY COUNTRY, 2018-2021 (USD BILLION)
    • TABLE 89 EUROPE: AI INFRASTRUCTURE MARKET IN CLOUD SERVICE PROVIDERS, BY COUNTRY, 2022-2027 (USD BILLION)
    • TABLE 90 ASIA PACIFIC: AI INFRASTRUCTURE MARKET IN CLOUD SERVICE PROVIDERS, BY COUNTRY, 2018-2021 (USD BILLION)
    • TABLE 91 ASIA PACIFIC: AI INFRASTRUCTURE MARKET IN CLOUD SERVICE PROVIDERS, BY COUNTRY, 2022-2027 (USD BILLION)
    • TABLE 92 REST OF THE WORLD: AI INFRASTRUCTURE MARKET IN CLOUD SERVICE PROVIDERS, BY REGION, 2018-2021 (USD BILLION)
    • TABLE 93 REST OF THE WORLD: AI INFRASTRUCTURE MARKET IN CLOUD SERVICE PROVIDERS, BY REGION, 2022-2027 (USD BILLION)

11 REGIONAL ANALYSIS

  • 11.1 INTRODUCTION
    • FIGURE 40 AI INFRASTRUCTURE MARKET: BY REGION
    • FIGURE 41 ASIA PACIFIC TO WITNESS HIGHEST GROWTH IN AI INFRASTRUCTURE MARKET DURING FORECAST PERIOD
    • TABLE 94 AI INFRASTRUCTURE MARKET, BY REGION, 2018-2021 (USD BILLION)
    • TABLE 95 AI INFRASTRUCTURE MARKET, BY REGION, 2022-2027 (USD BILLION)
  • 11.2 NORTH AMERICA
    • FIGURE 42 NORTH AMERICA: AI INFRASTRUCTURE MARKET, BY COUNTRY
    • FIGURE 43 NORTH AMERICA: SNAPSHOT OF AI INFRASTRUCTURE MARKET
    • TABLE 96 AI INFRASTRUCTURE MARKET IN NORTH AMERICA, BY COUNTRY, 2018-2021 (USD BILLION)
    • TABLE 97 AI INFRASTRUCTURE MARKET IN NORTH AMERICA, BY COUNTRY, 2022-2027 (USD BILLION)
    • TABLE 98 AI INFRASTRUCTURE MARKET IN NORTH AMERICA, BY END USER, 2018-2021 (USD BILLION)
    • TABLE 99 AI INFRASTRUCTURE MARKET IN NORTH AMERICA, BY END USER, 2022-2027 (USD BILLION)
    • 11.2.1 US
      • 11.2.1.1 Improved economy and high disposable income drive demand for modern technologies
    • TABLE 100 AI INFRASTRUCTURE MARKET IN US, BY END USER, 2018-2021 (USD BILLION)
    • TABLE 101 AI INFRASTRUCTURE MARKET IN US, BY END USER, 2022-2027 (USD BILLION)
    • 11.2.2 CANADA
      • 11.2.2.1 High adoption of AI technologies
    • TABLE 102 AI INFRASTRUCTURE MARKET IN CANADA, BY END USER, 2018-2021 (USD BILLION)
    • TABLE 103 AI INFRASTRUCTURE MARKET IN CANADA, BY END USER, 2022-2027 (USD BILLION)
    • 11.2.3 MEXICO
      • 11.2.3.1 Growing penetration of AI in security and BFSI industries
    • TABLE 104 AI INFRASTRUCTURE MARKET IN MEXICO, BY END USER, 2018-2021 (USD BILLION)
    • TABLE 105 AI INFRASTRUCTURE MARKET IN MEXICO, BY END USER, 2022-2027 (USD BILLION)
  • 11.3 EUROPE
    • FIGURE 44 EUROPE: AI INFRASTRUCTURE MARKET, BY COUNTRY
    • FIGURE 45 EUROPE: SNAPSHOT OF AI INFRASTRUCTURE MARKET
    • TABLE 106 AI INFRASTRUCTURE MARKET IN EUROPE, BY COUNTRY, 2018-2021 (USD BILLION)
    • TABLE 107 AI INFRASTRUCTURE MARKET IN EUROPE, BY COUNTRY, 2022-2027 (USD BILLION)
    • TABLE 108 AI INFRASTRUCTURE MARKET IN EUROPE, BY END USER, 2018-2021 (USD BILLION)
    • TABLE 109 AI INFRASTRUCTURE MARKET IN EUROPE, BY END USER, 2022-2027 (USD BILLION)
    • 11.3.1 UK
      • 11.3.1.1 Government initiatives to increase adoption of AI
    • TABLE 110 AI INFRASTRUCTURE MARKET IN UK, BY END USER, 2018-2021 (USD BILLION)
    • TABLE 111 AI INFRASTRUCTURE MARKET IN UK, BY END USER, 2022-2027 (USD BILLION)
    • 11.3.2 GERMANY
      • 11.3.2.1 Adoption of cloud computing and Industry 4.0 to increase demand for data centers
    • TABLE 112 AI INFRASTRUCTURE MARKET IN GERMANY, BY END USER, 2018-2021 (USD BILLION)
    • TABLE 113 AI INFRASTRUCTURE MARKET IN GERMANY, BY END USER, 2022-2027 (USD BILLION)
    • 11.3.3 FRANCE
      • 11.3.3.1 Investment from venture capitalists in startups for development of AI ecosystem fueling AI infrastructure market
    • TABLE 114 AI INFRASTRUCTURE MARKET IN FRANCE, BY END USER, 2018-2021 (USD BILLION)
    • TABLE 115 AI INFRASTRUCTURE MARKET IN FRANCE, BY END USER, 2022-2027 (USD BILLION)
    • 11.3.4 REST OF EUROPE
      • 11.3.4.1 Government investments expected to drive market
    • TABLE 116 AI INFRASTRUCTURE MARKET IN REST OF EUROPE, BY END USER, 2018-2021 (USD BILLION)
    • TABLE 117 AI INFRASTRUCTURE MARKET IN REST OF EUROPE, BY END USER, 2022-2027 (USD BILLION)
  • 11.4 ASIA PACIFIC
    • FIGURE 46 ASIA PACIFIC: AI INFRASTRUCTURE MARKET, BY COUNTRY
    • FIGURE 47 ASIA PACIFIC: SNAPSHOT OF AI INFRASTRUCTURE MARKET
    • TABLE 118 AI INFRASTRUCTURE MARKET IN ASIA PACIFIC, BY COUNTRY, 2018-2021 (USD BILLION)
    • TABLE 119 AI INFRASTRUCTURE MARKET IN ASIA PACIFIC, BY COUNTRY, 2022-2027 (USD BILLION)
    • TABLE 120 AI INFRASTRUCTURE MARKET IN ASIA PACIFIC, BY END USER, 2018-2021 (USD BILLION)
    • TABLE 121 AI INFRASTRUCTURE MARKET IN ASIA PACIFIC, BY END USER, 2022-2027 (USD BILLION)
    • 11.4.1 CHINA
      • 11.4.1.1 Strong R&D activities driving market
    • TABLE 122 AI INFRASTRUCTURE MARKET IN CHINA, BY END USER, 2018-2021 (USD BILLION)
    • TABLE 123 AI INFRASTRUCTURE MARKET IN CHINA, BY END USER, 2022-2027 (USD BILLION)
    • 11.4.2 JAPAN
      • 11.4.2.1 Small and medium-sized companies in Japan utilizing infrastructure-as-a-service
    • TABLE 124 AI INFRASTRUCTURE MARKET IN JAPAN, BY END USER, 2018-2021 (USD BILLION)
    • TABLE 125 AI INFRASTRUCTURE MARKET IN JAPAN, BY END USER, 2022-2027 (USD BILLION)
    • 11.4.3 INDIA
      • 11.4.3.1 Growing adoption of cloud-based services expected to boost AI infrastructure market
    • TABLE 126 AI INFRASTRUCTURE MARKET IN INDIA, BY END USER, 2018-2021 (USD BILLION)
    • TABLE 127 AI INFRASTRUCTURE MARKET IN INDIA, BY END USER, 2022-2027 (USD BILLION)
    • 11.4.4 REST OF ASIA PACIFIC
      • 11.4.4.1 Increasing adoption of cloud services by small and medium-sized enterprises
    • TABLE 128 AI INFRASTRUCTURE MARKET IN REST OF ASIA PACIFIC, BY END USER, 2018-2021 (USD BILLION)
    • TABLE 129 AI INFRASTRUCTURE MARKET IN REST OF ASIA PACIFIC, BY END USER, 2022-2027 (USD BILLION)
  • 11.5 REST OF THE WORLD
    • FIGURE 48 REST OF THE WORLD: AI INFRASTRUCTURE MARKET, BY COUNTRY
    • TABLE 130 AI INFRASTRUCTURE MARKET IN REST OF THE WORLD, BY REGION, 2018-2021 (USD BILLION)
    • TABLE 131 AI INFRASTRUCTURE MARKET IN REST OF THE WORLD, BY REGION, 2022-2027 (USD BILLION)
    • TABLE 132 AI INFRASTRUCTURE MARKET IN REST OF THE WORLD, BY END USER, 2018-2021 (USD BILLION)
    • TABLE 133 AI INFRASTRUCTURE MARKET IN REST OF THE WORLD, BY END USER, 2022-2027 (USD BILLION)
    • 11.5.1 SOUTH AMERICA
      • 11.5.1.1 Increased availability of computing services
    • TABLE 134 AI INFRASTRUCTURE MARKET IN SOUTH AMERICA, BY END USER, 2018-2021 (USD BILLION)
    • TABLE 135 AI INFRASTRUCTURE MARKET IN SOUTH AMERICA, BY END USER, 2022-2027 (USD BILLION)
    • 11.5.2 MIDDLE EAST & AFRICA
      • 11.5.2.1 Smart mobile data traffic to increase workload on data centers, thereby boosting AI server growth
    • TABLE 136 AI INFRASTRUCTURE MARKET IN MIDDLE EAST & AFRICA, BY END USER, 2018-2021 (USD BILLION)
    • TABLE 137 AI INFRASTRUCTURE MARKET IN MIDDLE EAST & AFRICA, BY END USER, 2022-2027 (USD BILLION)

12 COMPETITIVE LANDSCAPE

  • 12.1 OVERVIEW
  • 12.2 KEY PLAYER STRATEGIES/RIGHT TO WIN
    • TABLE 138 OVERVIEW OF STRATEGIES ADOPTED BY KEY PLAYERS IN AI INFRASTRUCTURE MARKET
  • 12.3 REVENUE ANALYSIS OF TOP PLAYERS
    • FIGURE 49 FIVE-YEAR REVENUE ANALYSIS OF TOP PLAYERS IN AI INFRASTRUCTURE MARKET, 2017-2021
  • 12.4 SHARE ANALYSIS OF KEY PLAYERS IN AI INFRASTRUCTURE MARKET IN 2021
    • FIGURE 50 SHARE ANALYSIS OF KEY PLAYERS IN AI INFRASTRUCTURE (PROCESSOR) MARKET IN 2021
    • TABLE 139 AI INFRASTRUCTURE (PROCESSOR) MARKET: DEGREE OF COMPETITION
    • TABLE 140 AI INFRASTRUCTURE (PROCESSOR) MARKET RANKING ANALYSIS
    • FIGURE 51 SHARE ANALYSIS OF KEY PLAYERS IN AI INFRASTRUCTURE (STORAGE) MARKET IN 2021
    • TABLE 141 AI INFRASTRUCTURE (STORAGE) MARKET: DEGREE OF COMPETITION
    • TABLE 142 AI INFRASTRUCTURE (STORAGE) MARKET RANKING ANALYSIS
  • 12.5 COMPANY EVALUATION QUADRANT, 2021
    • 12.5.1 STARS
    • 12.5.2 EMERGING LEADERS
    • 12.5.3 PERVASIVE PLAYERS
    • 12.5.4 PARTICIPANTS
    • FIGURE 52 AI INFRASTRUCTURE MARKET (GLOBAL): COMPANY EVALUATION QUADRANT, 2021
  • 12.6 COMPETITIVE BENCHMARKING
    • 12.6.1 COMPANY FOOTPRINT, BY TECHNOLOGY (20 COMPANIES)
    • 12.6.2 COMPANY FOOTPRINT, BY END USER (20 COMPANIES)
    • 12.6.3 COMPANY FOOTPRINT, BY REGION (20 COMPANIES)
    • 12.6.4 COMPANY PRODUCT FOOTPRINT
  • 12.7 STARTUP/SME EVALUATION QUADRANT, 2021
    • 12.7.1 PROGRESSIVE COMPANIES
    • 12.7.2 RESPONSIVE COMPANIES
    • 12.7.3 DYNAMIC COMPANIES
    • 12.7.4 STARTING BLOCKS
    • FIGURE 53 AI INFRASTRUCTURE MARKET (GLOBAL): STARTUP/SME EVALUATION QUADRANT, 2021
    • TABLE 143 AI INFRASTRUCTURE MARKET: LIST OF KEY STARTUPS/SMES
    • TABLE 144 AI INFRASTRUCTURE MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES
  • 12.8 COMPETITIVE SCENARIO AND TRENDS
    • 12.8.1 PRODUCT LAUNCHES/DEVELOPMENTS
    • TABLE 145 AI INFRASTRUCTURE MARKET: PRODUCT LAUNCHES/DEVELOPMENTS, 2020-2022
    • 12.8.2 DEALS
    • TABLE 146 AI INFRASTRUCTURE MARKET: DEALS, 2020-2022

13 COMPANY PROFILES

  • 13.1 INTRODUCTION
  • 13.2 KEY PLAYERS
  • (Business Overview, Products/Solutions/Services Offered, Recent Developments, and MnM View)**
    • 13.2.1 INTEL CORPORATION
    • TABLE 147 INTEL CORPORATION: BUSINESS OVERVIEW
    • FIGURE 54 INTEL CORPORATION: COMPANY SNAPSHOT
    • TABLE 148 INTEL CORPORATION: PRODUCT LAUNCHES
    • TABLE 149 INTEL CORPORATION: DEALS
    • 13.2.2 NVIDIA CORPORATION
    • TABLE 150 NVIDIA CORPORATION: BUSINESS OVERVIEW
    • FIGURE 55 NVIDIA CORPORATION: COMPANY SNAPSHOT
    • TABLE 151 NVIDIA CORPORATION: PRODUCT LAUNCHES
    • TABLE 152 NVIDIA CORPORATION: DEALS
    • 13.2.3 ADVANCED MICRO DEVICES, INC.
    • TABLE 153 ADVANCED MICRO DEVICES, INC.: BUSINESS OVERVIEW
    • FIGURE 56 ADVANCED MICRO DEVICES, INC.: COMPANY SNAPSHOT
    • TABLE 154 ADVANCED MICRO DEVICES, INC.: PRODUCT LAUNCHES
    • TABLE 155 ADVANCED MICRO DEVICES, INC.: DEALS
    • 13.2.4 SAMSUNG ELECTRONICS CO., LTD.
    • TABLE 156 SAMSUNG ELECTRONICS CO., LTD.: BUSINESS OVERVIEW
    • FIGURE 57 SAMSUNG ELECTRONICS CO., LTD.: COMPANY SNAPSHOT
    • TABLE 157 SAMSUNG ELECTRONICS CO., LTD.: PRODUCT LAUNCHES
    • TABLE 158 SAMSUNG ELECTRONICS CO., LTD.: DEALS
    • 13.2.5 MICRON TECHNOLOGY, INC.
    • TABLE 159 MICRON TECHNOLOGY, INC.: BUSINESS OVERVIEW
    • FIGURE 58 MICRON TECHNOLOGY, INC.: COMPANY SNAPSHOT
    • TABLE 160 MICRON TECHNOLOGY, INC.: PRODUCT LAUNCHES
    • TABLE 161 MICRON TECHNOLOGY, INC.: DEALS
    • 13.2.6 INTERNATIONAL BUSINESS MACHINES CORPORATION
    • TABLE 162 INTERNATIONAL BUSINESS MACHINES CORPORATION: BUSINESS OVERVIEW
    • FIGURE 59 INTERNATIONAL BUSINESS MACHINES CORPORATION: COMPANY SNAPSHOT
    • TABLE 163 INTERNATIONAL BUSINESS MACHINES CORPORATION.: PRODUCT LAUNCHES
    • TABLE 164 INTERNATIONAL BUSINESS MACHINES CORPORATION: DEALS
    • 13.2.7 GOOGLE LLC
    • TABLE 165 GOOGLE LLC: BUSINESS OVERVIEW
    • FIGURE 60 GOOGLE LLC: COMPANY SNAPSHOT
    • TABLE 166 GOOGLE LLC: PRODUCT LAUNCHES
    • TABLE 167 GOOGLE LLC: DEALS
    • 13.2.8 MICROSOFT CORPORATION
    • TABLE 168 MICROSOFT CORPORATION: BUSINESS OVERVIEW
    • FIGURE 61 MICROSOFT CORPORATION: COMPANY SNAPSHOT
    • TABLE 169 MICROSOFT CORPORATION: PRODUCT LAUNCHES
    • TABLE 170 MICROSOFT CORPORATION: DEALS
    • 13.2.9 AMAZON WEB SERVICES, INC.
    • TABLE 171 AMAZON WEB SERVICES, INC.: BUSINESS OVERVIEW
    • FIGURE 62 AMAZON WEB SERVICES, INC.: COMPANY SNAPSHOT
    • TABLE 172 AMAZON WEB SERVICES, INC.: PRODUCT LAUNCHES
    • TABLE 173 AMAZON WEB SERVICES, INC.: DEALS
    • 13.2.10 ORACLE CORPORATION
    • TABLE 174 ORACLE CORPORATION: BUSINESS OVERVIEW
    • FIGURE 63 ORACLE CORPORATION: COMPANY SNAPSHOT
    • TABLE 175 ORACLE CORPORATION: PRODUCT LAUNCHES
    • TABLE 176 ORACLE CORPORATION: DEALS
  • * Business Overview, Products/Solutions/Services Offered, Recent Developments, and MnM View might not be captured in case of unlisted companies.
  • 13.3 OTHER PLAYERS
    • 13.3.1 GRAPHCORE
    • 13.3.2 SK HYNIX INC.
    • 13.3.3 CISCO SYSTEMS, INC.
    • 13.3.4 ARM LIMITED
    • 13.3.5 DELL TECHNOLOGIES
    • 13.3.6 HEWLETT PACKARD ENTERPRISE (HPE)
    • 13.3.7 MIPS
    • 13.3.8 TOSHIBA CORPORATION
    • 13.3.9 GYRFALCON TECHNOLOGY INC.
    • 13.3.10 IMAGINATION TECHNOLOGIES
    • 13.3.11 CAMBRICON TECHNOLOGIES CORP. LTD.
    • 13.3.12 CADENCE DESIGN SYSTEMS, INC.
    • 13.3.13 TENSTORRENT INC.
    • 13.3.14 SYNOPSYS, INC.
    • 13.3.15 SENSETIME GROUP INC.

14 APPENDIX

  • 14.1 DISCUSSION GUIDE
  • 14.2 KNOWLEDGESTORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL
  • 14.3 CUSTOMIZATION OPTIONS
  • 14.4 RELATED REPORTS
  • 14.5 AUTHOR DETAILS
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