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

AIインフラストラクチャのグローバル市場予測(~2027):ハードウェア、サーバーソフトウェア

◆タイトル: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
◆商品コード:SE7201-22
◆調査・発行会社:MarketsandMarkets
◆発行日:2022年7月19日
◆ページ数:227
◆レポート形式:PDF / 英語
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【レポートの概要】

MarketsandMarkets社の最新調査レポートによると、世界のAIインフラストラクチャ市場規模は、2022年287億ドルから2027年966億ドルまで年平均27.5%拡大すると見込まれています。当書ではAIインフラストラクチャの世界市場を総合的に調査・分析し、イントロダクション、調査手法、エグゼクティブサマリー、プレミアムインサイト、市場概要、提供別(ハードウェア、サーバーソフトウェア)分析、技術別(機械学習、ディープラーニング)分析、機能別(トレーニング、推論)分析、展開別(オンプレミス、ハイブリッド、クラウド)分析、地域別分析、競争状況、企業情報など、以下の項目を掲載しています。
・イントロダクション
・調査手法
・エグゼクティブサマリー
・プレミアムインサイト
・市場概要
・世界のAIインフラストラクチャ市場規模:提供別(ハードウェア、サーバーソフトウェア)
・世界のAIインフラストラクチャ市場規模:技術別(機械学習、ディープラーニング)
・世界のAIインフラストラクチャ市場規模:機能別(トレーニング、推論)
・世界のAIインフラストラクチャ市場規模:展開別(オンプレミス、ハイブリッド、クラウド)
・世界のAIインフラストラクチャ市場規模:地域別
・競争状況
・企業情報

“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.

【レポートの目次】

1 INTRODUCTION 29
1.1 STUDY OBJECTIVES 29
1.2 MARKET DEFINITION 29
1.3 STUDY SCOPE 30
1.3.1 MARKETS COVERED 30
FIGURE 1 MARKET SEGMENTATION: AI INFRASTRUCTURE MARKET 30
1.3.2 REGIONAL SCOPE 30
1.3.3 YEARS CONSIDERED 31
1.4 INCLUSIONS AND EXCLUSIONS 31
1.5 CURRENCY 32
1.6 STAKEHOLDERS 32
1.7 SUMMARY OF CHANGES 32
2 RESEARCH METHODOLOGY 33
2.1 RESEARCH DATA 33
FIGURE 2 RESEARCH DESIGN 33
2.1.1 SECONDARY & PRIMARY RESEARCH 35
2.1.1.1 Key industry insights 35
2.1.2 SECONDARY DATA 36
2.1.2.1 List of major secondary sources 36
2.1.2.2 Secondary sources 37
2.1.3 PRIMARY DATA 37
2.1.3.1 Breakdown of primary interviews 37
2.1.3.2 Primary interviews with experts 38
2.1.3.3 Key data from primary sources 38
2.2 MARKET SIZE ESTIMATION 38
2.2.1 BOTTOM-UP APPROACH 39
FIGURE 3 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH 39
2.2.2 TOP-DOWN APPROACH 39
FIGURE 4 APPROACH FOR CAPTURING MARKET SIZE FROM SUPPLY-SIDE 40
FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH 40
2.3 MARKET BREAKDOWN & DATA TRIANGULATION 41
FIGURE 6 DATA TRIANGULATION: AI INFRASTRUCTURE MARKET 41
2.4 RESEARCH ASSUMPTIONS 42
2.5 LIMITATIONS 42
2.6 RISK ASSESSMENT 43

3 EXECUTIVE SUMMARY 44
FIGURE 7 HARDWARE SEGMENT ESTIMATED TO HOLD LARGER SHARE OF AI INFRASTRUCTURE MARKET 45
FIGURE 8 CLOUD SERVICE PROVIDERS SEGMENT TO HOLD LARGEST SHARE OF AI INFRASTRUCTURE MARKET DURING FORECAST PERIOD 45
FIGURE 9 AI INFRASTRUCTURE MARKET IN ASIA PACIFIC TO WITNESS HIGHEST CAGR DURING FORECAST PERIOD 46
4 PREMIUM INSIGHTS 47
4.1 MAJOR OPPORTUNITIES IN AI INFRASTRUCTURE MARKET 47
FIGURE 10 INCREASING ADOPTION OF CLOUD MACHINE LEARNING IN HIGH-PERFORMANCE COMPUTING DATA CENTERS EXPECTED TO DRIVE MARKET 47
4.2 AI INFRASTRUCTURE MARKET FOR HARDWARE, BY OFFERING 47
FIGURE 11 AI INFRASTRUCTURE MARKET FOR PROCESSOR TO EXHIBIT HIGHEST CAGR DURING FORECAST PERIOD 47
4.3 AI INFRASTRUCTURE MARKET, BY DEPLOYMENT TYPE 48
FIGURE 12 AI INFRASTRUCTURE MARKET FOR CLOUD TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD 48
4.4 AI INFRASTRUCTURE MARKET IN ASIA PACIFIC, BY END USER AND COUNTRY 48
FIGURE 13 CLOUD SERVICE PROVIDERS TO ACCOUNT FOR LARGEST SHARE OF MARKET DURING FORECAST PERIOD 48
4.5 AI INFRASTRUCTURE MARKET, BY COUNTRY 49
FIGURE 14 AI INFRASTRUCTURE MARKET IN CHINA TO WITNESS HIGHEST CAGR DURING FORECAST PERIOD 49
5 MARKET OVERVIEW 50
5.1 INTRODUCTION 50
5.2 MARKET DYNAMICS 50
FIGURE 15 AI INFRASTRUCTURE MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 50
5.2.1 DRIVERS 51
5.2.1.1 Increasing data traffic and need for high computing power 51
5.2.1.2 Growing adoption of cloud machine learning platform 51
FIGURE 16 AI ADOPTION BY ORGANIZATIONS GLOBALLY, 2020-2021 51
5.2.1.3 Increasingly large and complex dataset 52
TABLE 1 MOBILE DATA TRAFFIC PER SMARTPHONE (GB/MONTH) 52
5.2.1.4 Rising focus on parallel computing in AI data centers 53
5.2.1.5 Increasing cross-industry partnerships and collaborations 54
TABLE 2 RECENT DEVELOPMENTS PERTAINING TO INDUSTRY PARTNERSHIPS 54
5.2.1.6 Growing adoption of AI due to COVID-19 55
FIGURE 17 NUMBER OF DATA CENTERS WORLDWIDE IN 2022, BY COUNTRY 55
FIGURE 18 IMPACT ANALYSIS OF DRIVERS ON AI INFRASTRUCTURE MARKET 56
5.2.2 RESTRAINTS 56
5.2.2.1 Lack of AI hardware experts and skilled workforce 56
FIGURE 19 IMPACT ANALYSIS OF RESTRAINTS ON AI INFRASTRUCTURE MARKET 57
5.2.3 OPPORTUNITIES 57
5.2.3.1 Surging demand for FPGA-based accelerators 57
TABLE 3 RECENT DEVELOPMENTS IN FPGA 57
5.2.3.2 Rising need for co-processors due to slowdown of Moore’s Law 57
5.2.3.3 Growing potential of AI-based tools for elderly care 58
FIGURE 20 IMPACT ANALYSIS OF OPPORTUNITIES IN AI INFRASTRUCTURE MARKET 58
5.2.4 CHALLENGES 58
5.2.4.1 Concerns regarding data privacy in AI platforms 58
FIGURE 21 HEALTHCARE DATA BREACHES OF 500 OR MORE RECORDS 59
5.2.4.2 Unreliability of AI algorithms 59
5.2.4.3 Availability of limited structured data to train and develop efficient AI systems 59
FIGURE 22 IMPACT ANALYSIS OF CHALLENGES ON AI INFRASTRUCTURE MARKET 60
5.3 TRENDS/DISRUPTIONS IMPACTING CUSTOMER’S BUSINESS 60
5.3.1 REVENUE SHIFT & NEW REVENUE POCKETS FOR AI INFRASTRUCTURE PROVIDERS 60
FIGURE 23 REVENUE SHIFT FOR AI INFRASTRUCTURE MARKET 60
5.4 PRICING ANALYSIS 61
5.4.1 AVERAGE SELLING PRICES OF KEY PLAYERS, BY OFFERING 61
FIGURE 24 AVERAGE SELLING PRICES OF KEY PLAYERS FOR TOP 3 HARDWARE PRODUCTS 61
TABLE 4 AVERAGE SELLING PRICES OF KEY PLAYERS FOR TOP 3 HARDWARE PRODUCTS (USD) 61
5.4.2 AVERAGE SELLING PRICE TREND 61
FIGURE 25 AI INFRASTRUCTURE MARKET: AVERAGE PRICE OF PROCESSOR 62
FIGURE 26 AI INFRASTRUCTURE MARKET: AVERAGE PRICE OF MEMORY 62
FIGURE 27 AI INFRASTRUCTURE MARKET: AVERAGE PRICE OF NETWORK 63
5.5 VALUE CHAIN ANALYSIS 63
FIGURE 28 VALUE CHAIN ANALYSIS: MAJOR VALUE ADDED BY HARDWARE AND SOFTWARE PROVIDERS 64
5.6 ECOSYSTEM/MARKET MAP 65
TABLE 5 AI INFRASTRUCTURE MARKET: ECOSYSTEM 65
5.7 TECHNOLOGY ANALYSIS 66
TABLE 6 COMPARISON OF AI CHIP TYPE 67
5.7.1 CLOUD GPU 67
5.8 CASE STUDY ANALYSIS 68
5.8.1 KIA MOTORS AMERICA RELIES ON ADVANCED ANALYTICS AND AI SOLUTIONS FROM SAS TO IMPROVE PRODUCTS AND SERVICES 68
5.8.2 VULCAN AI USES AI VISION AND DEEP LEARNING TO CREATE SAFER WORKPLACE 68
5.8.3 ORTOBOM BOOSTS AGILITY, SERVES CUSTOMERS FASTER WITH ORACLE CLOUD INFRASTRUCTURE 69
5.8.4 BRAZILIAN BANK BRADESCO GIVING PERSONAL ATTENTION TO 65 MILLION CUSTOMERS WITH WATSON 69
5.8.5 ACCENTURE, ALONG WITH MICROSOFT, WORKED FOR GOVERNMENT OF INDIA TO DEVELOP AI TOOL FOR PANDEMIC 70
5.9 PATENT ANALYSIS 70
FIGURE 29 TOP 10 COMPANIES WITH HIGHEST NUMBER OF PATENT APPLICATIONS IN LAST 10 YEARS 70
TABLE 7 TOP 10 PATENT OWNERS IN US IN LAST 10 YEARS 71
FIGURE 30 NUMBER OF PATENTS GRANTED PER YEAR FROM 2011 TO 2021 71
5.9.1 LIST OF MAJOR PATENTS 72
TABLE 8 LIST OF MAJOR PATENTS IN AI INFRASTRUCTURE MARKET 72
5.10 TRADE AND TARIFF ANALYSIS 74
5.10.1 TRADE ANALYSIS 74
5.10.1.1 Trade data for HS code 854231 74
FIGURE 31 IMPORT DATA, BY COUNTRY, 2017−2021 (USD BILLION) 74
FIGURE 32 EXPORT DATA, BY COUNTRY, 2017−2021 (USD BILLION) 74
5.10.2 TARIFF ANALYSIS 75
TABLE 9 TARIFF FOR ELECTRONIC INTEGRATED CIRCUITS AS PROCESSORS AND CONTROLLERS EXPORTED BY US, 2021 75
TABLE 10 TARIFF FOR ELECTRONIC INTEGRATED CIRCUITS AS PROCESSORS AND CONTROLLERS EXPORTED BY CHINA, 2021 75
TABLE 11 TARIFF FOR ELECTRONIC INTEGRATED CIRCUITS AS PROCESSORS AND CONTROLLERS EXPORTED BY HONG KONG, CHINA, 2021 76
TABLE 12 TARIFF FOR ELECTRONIC INTEGRATED CIRCUITS AS PROCESSORS AND CONTROLLERS EXPORTED BY SINGAPORE, 2021 76
TABLE 13 TARIFF FOR ELECTRONIC INTEGRATED CIRCUITS AS PROCESSORS AND CONTROLLERS EXPORTED BY MALAYSIA, 2021 76
5.11 KEY CONFERENCES AND EVENTS DURING 2022–2023 77
TABLE 14 AI INFRASTRUCTURE MARKET: DETAILED LIST OF CONFERENCES AND EVENTS 77
5.12 REGULATORY LANDSCAPE 78
5.12.1 EXPORT-IMPORT REGULATIONS 78
5.12.2 RESTRICTION ON HAZARDOUS SUBSTANCES (ROHS) AND WASTE ELECTRICAL AND ELECTRONIC EQUIPMENT (WEEE) 79
5.12.3 REGISTRATION, EVALUATION, AUTHORISATION, AND RESTRICTION OF CHEMICALS (REACH) 79
5.12.4 GENERAL DATA PROTECTION REGULATION (GDPR) 80
5.13 PORTER’S FIVE FORCES ANALYSIS 80
TABLE 15 IMPACT OF PORTER’S FIVE FORCES ON AI INFRASTRUCTURE MARKET 80
FIGURE 33 PORTER’S FIVE FORCES ANALYSIS: AI INFRASTRUCTURE MARKET 81
5.13.1 THREAT OF NEW ENTRANTS 81
5.13.2 THREAT OF SUBSTITUTES 82
5.13.3 BARGAINING POWER OF SUPPLIERS 82
5.13.4 BARGAINING POWER OF BUYERS 82
5.13.5 INTENSITY OF COMPETITION RIVALRY 82

5.14 KEY STAKEHOLDERS & BUYING CRITERIA 83
5.14.1 KEY STAKEHOLDERS IN BUYING PROCESS 83
FIGURE 34 INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS FOR TOP 3 APPLICATIONS 83
TABLE 16 INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS FOR TOP 3 APPLICATIONS (%) 83
5.14.2 BUYING CRITERIA 83
TABLE 17 KEY BUYING CRITERIA FOR TOP 3 APPLICATIONS 84
6 AI INFRASTRUCTURE MARKET, BY OFFERING 85
6.1 INTRODUCTION 86
FIGURE 35 HARDWARE OFFERINGS EXPECTED TO LEAD AI INFRASTRUCTURE MARKET DURING FORECAST PERIOD 86
TABLE 18 AI INFRASTRUCTURE MARKET, BY OFFERING, 2018–2021 (USD BILLION) 86
TABLE 19 AI INFRASTRUCTURE MARKET, BY OFFERING, 2022–2027 (USD BILLION) 86
6.2 HARDWARE 87
TABLE 20 HARDWARE IN AI INFRASTRUCTURE MARKET, BY OFFERING, 2018–2021 (USD BILLION) 87
TABLE 21 HARDWARE IN AI INFRASTRUCTURE MARKET, BY OFFERING, 2022–2027 (USD BILLION) 87
TABLE 22 HARDWARE IN AI INFRASTRUCTURE MARKET, BY DEPLOYMENT TYPE, 2018–2021 (USD BILLION) 87
TABLE 23 HARDWARE IN AI INFRASTRUCTURE MARKET, BY DEPLOYMENT TYPE, 2022–2027 (USD BILLION) 88
TABLE 24 HARDWARE IN AI INFRASTRUCTURE MARKET, BY FUNCTION, 2018–2021 (USD BILLION) 88
TABLE 25 HARDWARE IN AI INFRASTRUCTURE MARKET, BY FUNCTION, 2022–2027 (USD BILLION) 88
TABLE 26 HARDWARE IN AI INFRASTRUCTURE MARKET, BY TECHNOLOGY, 2018–2021 (USD BILLION) 88
TABLE 27 HARDWARE IN AI INFRASTRUCTURE MARKET, BY TECHNOLOGY, 2022–2027 (USD BILLION) 89
TABLE 28 HARDWARE IN AI INFRASTRUCTURE MARKET, BY END USER, 2018–2021 (USD BILLION) 89
TABLE 29 HARDWARE IN AI INFRASTRUCTURE MARKET, BY END USER, 2022–2027 (USD BILLION) 89
6.2.1 PROCESSOR 89
TABLE 30 PROCESSORS IN AI INFRASTRUCTURE MARKET, BY HARDWARE, 2018–2021 (USD BILLION) 90
TABLE 31 PROCESSORS IN AI INFRASTRUCTURE MARKET, BY HARDWARE, 2022–2027 (USD BILLION) 90
TABLE 32 PROCESSORS IN AI INFRASTRUCTURE MARKET, BY HARDWARE, 2018–2021 (MILLION UNITS) 90
TABLE 33 PROCESSORS IN AI INFRASTRUCTURE MARKET, BY HARDWARE, 2022–2027 (MILLION UNITS) 91
6.2.1.1 CPU 91
6.2.1.1.1 CPU to account for largest share of AI infrastructure processor market during forecast period 91
6.2.1.2 GPU 91
6.2.1.2.1 NVIDIA is key provider of GPUs for AI infrastructure 91
6.2.1.3 FPGA 92
6.2.1.3.1 Xilinx and Intel are major providers of FPGAs for AI infrastructure 92
6.2.1.4 ASIC 92
6.2.1.4.1 ASIC expected to register highest CAGR during forecast period 92
6.2.2 MEMORY 93
6.2.2.1 High-bandwidth memory, independent of its computing architecture, developed and deployed for AI applications 93
6.2.3 STORAGE 93
6.2.3.1 Artificial intelligence and analytics tools used for sorting data 93
6.2.4 NETWORKING 94
6.2.4.1 NVIDIA, CISCO, and Intel are key providers of network interconnect adapters for AI applications 94
6.3 SERVER SOFTWARE 94
6.3.1 SOFTWARE INTEGRATED INTO EXISTING COMPUTER SYSTEMS PERFORMS COMPLEX OPERATIONS 94
TABLE 34 SERVER SOFTWARE IN AI INFRASTRUCTURE MARKET, BY DEPLOYMENT TYPE, 2018–2021 (USD BILLION) 95
TABLE 35 SERVER SOFTWARE IN AI INFRASTRUCTURE MARKET, BY DEPLOYMENT TYPE, 2022–2027 (USD BILLION) 95
TABLE 36 SERVER SOFTWARE IN AI INFRASTRUCTURE MARKET, BY FUNCTION, 2018–2021 (USD BILLION) 95
TABLE 37 SERVER SOFTWARE IN AI INFRASTRUCTURE MARKET, BY FUNCTION, 2022–2027 (USD BILLION) 95
TABLE 38 SERVER SOFTWARE IN AI INFRASTRUCTURE MARKET, BY TECHNOLOGY, 2018–2021 (USD BILLION) 96
TABLE 39 SERVER SOFTWARE IN AI INFRASTRUCTURE MARKET, BY TECHNOLOGY, 2022–2027 (USD BILLION) 96
TABLE 40 SERVER SOFTWARE IN AI INFRASTRUCTURE MARKET, BY END USER, 2018–2021 (USD BILLION) 96
TABLE 41 SERVER SOFTWARE IN AI INFRASTRUCTURE MARKET, BY END USER, 2022–2027 (USD BILLION) 96
7 AI INFRASTRUCTURE MARKET, BY TECHNOLOGY 97
7.1 INTRODUCTION 98
FIGURE 36 DEEP LEARNING TECHNOLOGY TO WITNESS HIGHER CAGR DURING FORECAST PERIOD 98
TABLE 42 AI INFRASTRUCTURE MARKET, BY TECHNOLOGY, 2018–2021 (USD BILLION) 98
TABLE 43 AI INFRASTRUCTURE MARKET, BY TECHNOLOGY, 2022–2027 (USD BILLION) 98
7.2 MACHINE LEARNING 99
7.2.1 MACHINE LEARNING ENABLES SYSTEMS TO IMPROVE PERFORMANCE AUTOMATICALLY WITH EXPERIENCE 99
TABLE 44 AI INFRASTRUCTURE MARKET FOR MACHINE LEARNING, BY OFFERING, 2018–2021 (USD BILLION) 100
TABLE 45 AI INFRASTRUCTURE MARKET FOR MACHINE LEARNING, BY OFFERING, 2022–2027 (USD BILLION) 100
7.3 DEEP LEARNING 100
7.3.1 DEEP LEARNING USES ARTIFICIAL NEURAL NETWORKS TO LEARN MULTIPLE LEVELS OF DATA 100
TABLE 46 AI INFRASTRUCTURE MARKET FOR DEEP LEARNING, BY OFFERING, 2018–2021 (USD BILLION) 101
TABLE 47 AI INFRASTRUCTURE MARKET FOR DEEP LEARNING, BY OFFERING, 2022–2027 (USD BILLION) 101
8 AI INFRASTRUCTURE MARKET, BY FUNCTION 102
8.1 INTRODUCTION 103
FIGURE 37 AI INFRASTRUCTURE MARKET FOR TRAINING FUNCTION TO WITNESS HIGHER CAGR DURING FORECAST PERIOD 103
TABLE 48 AI INFRASTRUCTURE MARKET, BY FUNCTION, 2018–2021 (USD BILLION) 103
TABLE 49 AI INFRASTRUCTURE MARKET, BY FUNCTION, 2022–2027 (USD BILLION) 103
8.2 TRAINING 104
8.2.1 TRAINING COMPUTATIONALLY INTENSIVE, BEST ACCELERATED WITH GPUS 104
TABLE 50 AI INFRASTRUCTURE MARKET FOR TRAINING, BY OFFERING, 2018–2021 (USD BILLION) 104
TABLE 51 AI INFRASTRUCTURE MARKET FOR TRAINING, BY OFFERING, 2022–2027 (USD BILLION) 104
8.3 INFERENCE 104
8.3.1 ON-PREMISES INFERENCE PLATFORM ADOPTED TO GAIN FASTER RESULTS THAN CLOUD 104
TABLE 52 AI INFRASTRUCTURE MARKET FOR INFERENCE, BY OFFERING, 2018–2021 (USD BILLION) 105
TABLE 53 AI INFRASTRUCTURE MARKET FOR INFERENCE, BY OFFERING, 2022–2027 (USD BILLION) 105
9 AI INFRASTRUCTURE MARKET, BY DEPLOYMENT TYPE 106
9.1 INTRODUCTION 107
FIGURE 38 CLOUD DEPLOYMENT IN AI INFRASTRUCTURE MARKET TO WITNESS HIGHEST CAGR DURING FORECAST PERIOD 107
TABLE 54 AI INFRASTRUCTURE MARKET, BY DEPLOYMENT TYPE, 2018–2021 (USD BILLION) 107
TABLE 55 AI INFRASTRUCTURE MARKET, BY DEPLOYMENT TYPE, 2022–2027 (USD BILLION) 107
9.2 ON-PREMISES 108
9.2.1 DATA-SENSITIVE ENTERPRISES PREFER ON-PREMISES AI SOLUTIONS BASED ON ADVANCED NLP TECHNIQUES AND ML MODELS 108
TABLE 56 ON-PREMISES AI INFRASTRUCTURE MARKET, BY OFFERING, 2018–2021 (USD BILLION) 108
TABLE 57 ON-PREMISES AI INFRASTRUCTURE MARKET, BY OFFERING, 2022–2027 (USD BILLION) 108

9.3 CLOUD 108
9.3.1 CLOUD-BASED AI SOLUTIONS PROVIDE FLEXIBLE AND ACCURATE REAL-TIME DATA 108
TABLE 58 CLOUD-BASED AI INFRASTRUCTURE MARKET, BY OFFERING, 2018–2021 (USD BILLION) 109
TABLE 59 CLOUD-BASED AI INFRASTRUCTURE MARKET, BY OFFERING, 2022–2027 (USD BILLION) 109
9.4 HYBRID 110
9.4.1 HYBRID INFRASTRUCTURE ENABLES FASTER WORK PROCESSES, SAVES TIME AND MONEY 110
TABLE 60 HYBRID AI INFRASTRUCTURE MARKET, BY OFFERING, 2018–2021 (USD BILLION) 110
TABLE 61 HYBRID AI INFRASTRUCTURE MARKET, BY OFFERING, 2022–2027 (USD BILLION) 110
10 AI INFRASTRUCTURE MARKET, BY END USER 111
10.1 INTRODUCTION 112
FIGURE 39 AI INFRASTRUCTURE MARKET, BY END USER (USD BILLION) 112
TABLE 62 AI INFRASTRUCTURE MARKET, BY END USER, 2018–2021 (USD BILLION) 112
TABLE 63 AI INFRASTRUCTURE MARKET, BY END USER, 2022–2027 (USD BILLION) 112
10.2 ENTERPRISES 113
10.2.1 UTILIZATION OF ADVANCED BIG DATA SOLUTIONS FOR OPERATIONAL DATA EXPLOSION FUELING REQUIREMENTS FOR AI-BASED SERVERS 113
TABLE 64 AI INFRASTRUCTURE MARKET IN ENTERPRISES, BY REGION, 2018–2021 (USD BILLION) 114
TABLE 65 AI INFRASTRUCTURE MARKET IN ENTERPRISES, BY REGION, 2022–2027 (USD BILLION) 114
TABLE 66 NORTH AMERICA: AI INFRASTRUCTURE MARKET IN ENTERPRISES, BY COUNTRY, 2018–2021 (USD BILLION) 114
TABLE 67 NORTH AMERICA: AI INFRASTRUCTURE MARKET IN ENTERPRISES, BY COUNTRY, 2022–2027 (USD BILLION) 114
TABLE 68 EUROPE: AI INFRASTRUCTURE MARKET IN ENTERPRISES, BY COUNTRY, 2018–2021 (USD BILLION) 115
TABLE 69 EUROPE: AI INFRASTRUCTURE MARKET IN ENTERPRISES, BY COUNTRY, 2022–2027 (USD BILLION) 115
TABLE 70 ASIA PACIFIC: AI INFRASTRUCTURE MARKET IN ENTERPRISES, BY COUNTRY, 2018–2021 (USD BILLION) 115
TABLE 71 ASIA PACIFIC: AI INFRASTRUCTURE MARKET IN ENTERPRISES, BY COUNTRY, 2022–2027 (USD BILLION) 116
TABLE 72 REST OF THE WORLD: AI INFRASTRUCTURE MARKET IN ENTERPRISES, BY REGION, 2018–2021 (USD BILLION) 116
TABLE 73 REST OF THE WORLD: AI INFRASTRUCTURE MARKET ENTERPRISES, BY REGION, 2022–2027 (USD BILLION) 116
10.3 GOVERNMENT ORGANIZATIONS 116
10.3.1 GOVERNMENTS WORKING TOWARD IMPLEMENTING AI TO PROTECT CRITICAL GOVERNMENT AND DEFENSE INFRASTRUCTURE 116
TABLE 74 AI INFRASTRUCTURE MARKET IN GOVERNMENT ORGANIZATIONS, BY REGION, 2018–2021 (USD BILLION) 118
TABLE 75 AI INFRASTRUCTURE MARKET IN GOVERNMENT ORGANIZATIONS, BY REGION, 2022–2027 (USD BILLION) 118
TABLE 76 NORTH AMERICA: AI INFRASTRUCTURE MARKET IN GOVERNMENT ORGANIZATIONS, BY COUNTRY, 2018–2021 (USD BILLION) 118
TABLE 77 NORTH AMERICA: AI INFRASTRUCTURE MARKET IN GOVERNMENT ORGANIZATIONS, BY COUNTRY, 2022–2027 (USD BILLION) 118
TABLE 78 EUROPE: AI INFRASTRUCTURE MARKET IN GOVERNMENT ORGANIZATIONS, BY COUNTRY, 2018–2021 (USD MILLION) 119
TABLE 79 EUROPE: AI INFRASTRUCTURE MARKET IN GOVERNMENT ORGANIZATIONS, BY COUNTRY, 2022–2027 (USD MILLION) 119
TABLE 80 ASIA PACIFIC: AI INFRASTRUCTURE MARKET IN GOVERNMENT ORGANIZATIONS, BY COUNTRY, 2018–2021 (USD BILLION) 119
TABLE 81 ASIA PACIFIC: AI INFRASTRUCTURE MARKET IN GOVERNMENT ORGANIZATIONS, BY COUNTRY, 2022–2027 (USD BILLION) 120
TABLE 82 REST OF THE WORLD: AI INFRASTRUCTURE MARKET IN GOVERNMENT ORGANIZATIONS, BY REGION, 2018–2021 (USD BILLION) 120
TABLE 83 REST OF THE WORLD: AI INFRASTRUCTURE MARKET IN GOVERNMENT ORGANIZATIONS, BY REGION, 2022–2027 (USD BILLION) 120
10.4 CLOUD SERVICE PROVIDERS (CSP) 120
10.4.1 CLOUD SERVICE PROVIDERS DELIVER INDUSTRY-SPECIFIC FUNCTIONALITY AND HELP MEET REGULATORY REQUIREMENTS 120
TABLE 84 AI INFRASTRUCTURE MARKET IN CLOUD SERVICE PROVIDERS, BY REGION, 2018–2021 (USD BILLION) 121
TABLE 85 AI INFRASTRUCTURE MARKET IN CLOUD SERVICE PROVIDERS, BY REGION, 2022–2027 (USD BILLION) 121
TABLE 86 NORTH AMERICA: AI INFRASTRUCTURE MARKET IN CLOUD SERVICE PROVIDERS, BY COUNTRY, 2018–2021 (USD BILLION) 122
TABLE 87 NORTH AMERICA: AI INFRASTRUCTURE MARKET IN CLOUD SERVICE PROVIDERS, BY COUNTRY, 2022–2027 (USD BILLION) 122
TABLE 88 EUROPE: AI INFRASTRUCTURE MARKET IN CLOUD SERVICE PROVIDERS, BY COUNTRY, 2018–2021 (USD BILLION) 122
TABLE 89 EUROPE: AI INFRASTRUCTURE MARKET IN CLOUD SERVICE PROVIDERS, BY COUNTRY, 2022–2027 (USD BILLION) 123
TABLE 90 ASIA PACIFIC: AI INFRASTRUCTURE MARKET IN CLOUD SERVICE PROVIDERS, BY COUNTRY, 2018–2021 (USD BILLION) 123
TABLE 91 ASIA PACIFIC: AI INFRASTRUCTURE MARKET IN CLOUD SERVICE PROVIDERS, BY COUNTRY, 2022–2027 (USD BILLION) 123
TABLE 92 REST OF THE WORLD: AI INFRASTRUCTURE MARKET IN CLOUD SERVICE PROVIDERS, BY REGION, 2018–2021 (USD BILLION) 124
TABLE 93 REST OF THE WORLD: AI INFRASTRUCTURE MARKET IN CLOUD SERVICE PROVIDERS, BY REGION, 2022–2027 (USD BILLION) 124
11 REGIONAL ANALYSIS 125
11.1 INTRODUCTION 126
FIGURE 40 AI INFRASTRUCTURE MARKET: BY REGION 126
FIGURE 41 ASIA PACIFIC TO WITNESS HIGHEST GROWTH IN AI INFRASTRUCTURE MARKET DURING FORECAST PERIOD 126
TABLE 94 AI INFRASTRUCTURE MARKET, BY REGION, 2018–2021 (USD BILLION) 127
TABLE 95 AI INFRASTRUCTURE MARKET, BY REGION, 2022–2027 (USD BILLION) 127
11.2 NORTH AMERICA 128
FIGURE 42 NORTH AMERICA: AI INFRASTRUCTURE MARKET, BY COUNTRY 128
FIGURE 43 NORTH AMERICA: SNAPSHOT OF AI INFRASTRUCTURE MARKET 129
TABLE 96 AI INFRASTRUCTURE MARKET IN NORTH AMERICA, BY COUNTRY, 2018–2021 (USD BILLION) 129
TABLE 97 AI INFRASTRUCTURE MARKET IN NORTH AMERICA, BY COUNTRY, 2022–2027 (USD BILLION) 130
TABLE 98 AI INFRASTRUCTURE MARKET IN NORTH AMERICA, BY END USER, 2018–2021 (USD BILLION) 130
TABLE 99 AI INFRASTRUCTURE MARKET IN NORTH AMERICA, BY END USER, 2022–2027 (USD BILLION) 130
11.2.1 US 130
11.2.1.1 Improved economy and high disposable income drive demand for modern technologies 130
TABLE 100 AI INFRASTRUCTURE MARKET IN US, BY END USER, 2018–2021 (USD BILLION) 131
TABLE 101 AI INFRASTRUCTURE MARKET IN US, BY END USER, 2022–2027 (USD BILLION) 132
11.2.2 CANADA 132
11.2.2.1 High adoption of AI technologies 132
TABLE 102 AI INFRASTRUCTURE MARKET IN CANADA, BY END USER, 2018–2021 (USD BILLION) 133
TABLE 103 AI INFRASTRUCTURE MARKET IN CANADA, BY END USER, 2022–2027 (USD BILLION) 133
11.2.3 MEXICO 133
11.2.3.1 Growing penetration of AI in security and BFSI industries 133
TABLE 104 AI INFRASTRUCTURE MARKET IN MEXICO, BY END USER, 2018–2021 (USD BILLION) 134
TABLE 105 AI INFRASTRUCTURE MARKET IN MEXICO, BY END USER, 2022–2027 (USD BILLION) 134
11.3 EUROPE 134
FIGURE 44 EUROPE: AI INFRASTRUCTURE MARKET, BY COUNTRY 135
FIGURE 45 EUROPE: SNAPSHOT OF AI INFRASTRUCTURE MARKET 135
TABLE 106 AI INFRASTRUCTURE MARKET IN EUROPE, BY COUNTRY, 2018–2021 (USD BILLION) 136
TABLE 107 AI INFRASTRUCTURE MARKET IN EUROPE, BY COUNTRY, 2022–2027 (USD BILLION) 136
TABLE 108 AI INFRASTRUCTURE MARKET IN EUROPE, BY END USER, 2018–2021 (USD BILLION) 136
TABLE 109 AI INFRASTRUCTURE MARKET IN EUROPE, BY END USER, 2022–2027 (USD BILLION) 136
11.3.1 UK 137
11.3.1.1 Government initiatives to increase adoption of AI 137
TABLE 110 AI INFRASTRUCTURE MARKET IN UK, BY END USER, 2018–2021 (USD BILLION) 138
TABLE 111 AI INFRASTRUCTURE MARKET IN UK, BY END USER, 2022–2027 (USD BILLION) 138
11.3.2 GERMANY 138
11.3.2.1 Adoption of cloud computing and Industry 4.0 to increase demand for data centers 138
TABLE 112 AI INFRASTRUCTURE MARKET IN GERMANY, BY END USER, 2018–2021 (USD BILLION) 139
TABLE 113 AI INFRASTRUCTURE MARKET IN GERMANY, BY END USER, 2022–2027 (USD BILLION) 139
11.3.3 FRANCE 139
11.3.3.1 Investment from venture capitalists in startups for development of AI ecosystem fueling AI infrastructure market 139
TABLE 114 AI INFRASTRUCTURE MARKET IN FRANCE, BY END USER, 2018–2021 (USD BILLION) 140
TABLE 115 AI INFRASTRUCTURE MARKET IN FRANCE, BY END USER, 2022–2027 (USD BILLION) 140
11.3.4 REST OF EUROPE 140
11.3.4.1 Government investments expected to drive market 140
TABLE 116 AI INFRASTRUCTURE MARKET IN REST OF EUROPE, BY END USER, 2018–2021 (USD BILLION) 141
TABLE 117 AI INFRASTRUCTURE MARKET IN REST OF EUROPE, BY END USER, 2022–2027 (USD BILLION) 141
11.4 ASIA PACIFIC 141
FIGURE 46 ASIA PACIFIC: AI INFRASTRUCTURE MARKET, BY COUNTRY 142
FIGURE 47 ASIA PACIFIC: SNAPSHOT OF AI INFRASTRUCTURE MARKET 142
TABLE 118 AI INFRASTRUCTURE MARKET IN ASIA PACIFIC, BY COUNTRY, 2018–2021 (USD BILLION) 143
TABLE 119 AI INFRASTRUCTURE MARKET IN ASIA PACIFIC, BY COUNTRY, 2022–2027 (USD BILLION) 143
TABLE 120 AI INFRASTRUCTURE MARKET IN ASIA PACIFIC, BY END USER, 2018–2021 (USD BILLION) 143
TABLE 121 AI INFRASTRUCTURE MARKET IN ASIA PACIFIC, BY END USER, 2022–2027 (USD BILLION) 143
11.4.1 CHINA 144
11.4.1.1 Strong R&D activities driving market 144
TABLE 122 AI INFRASTRUCTURE MARKET IN CHINA, BY END USER, 2018–2021 (USD BILLION) 144
TABLE 123 AI INFRASTRUCTURE MARKET IN CHINA, BY END USER, 2022–2027 (USD BILLION) 145
11.4.2 JAPAN 145
11.4.2.1 Small and medium-sized companies in Japan utilizing infrastructure-as-a-service 145
TABLE 124 AI INFRASTRUCTURE MARKET IN JAPAN, BY END USER, 2018–2021 (USD BILLION) 146
TABLE 125 AI INFRASTRUCTURE MARKET IN JAPAN, BY END USER, 2022–2027 (USD BILLION) 146
11.4.3 INDIA 146
11.4.3.1 Growing adoption of cloud-based services expected to boost AI infrastructure market 146
TABLE 126 AI INFRASTRUCTURE MARKET IN INDIA, BY END USER, 2018–2021 (USD BILLION) 147
TABLE 127 AI INFRASTRUCTURE MARKET IN INDIA, BY END USER, 2022–2027 (USD BILLION) 147
11.4.4 REST OF ASIA PACIFIC 147
11.4.4.1 Increasing adoption of cloud services by small and medium-sized enterprises 147
TABLE 128 AI INFRASTRUCTURE MARKET IN REST OF ASIA PACIFIC, BY END USER, 2018–2021 (USD BILLION) 148
TABLE 129 AI INFRASTRUCTURE MARKET IN REST OF ASIA PACIFIC, BY END USER, 2022–2027 (USD BILLION) 148
11.5 REST OF THE WORLD 149
FIGURE 48 REST OF THE WORLD: AI INFRASTRUCTURE MARKET, BY COUNTRY 149
TABLE 130 AI INFRASTRUCTURE MARKET IN REST OF THE WORLD, BY REGION, 2018–2021 (USD BILLION) 149
TABLE 131 AI INFRASTRUCTURE MARKET IN REST OF THE WORLD, BY REGION, 2022–2027 (USD BILLION) 150
TABLE 132 AI INFRASTRUCTURE MARKET IN REST OF THE WORLD, BY END USER, 2018–2021 (USD BILLION) 150
TABLE 133 AI INFRASTRUCTURE MARKET IN REST OF THE WORLD, BY END USER, 2022–2027 (USD BILLION) 150
11.5.1 SOUTH AMERICA 150
11.5.1.1 Increased availability of computing services 150
TABLE 134 AI INFRASTRUCTURE MARKET IN SOUTH AMERICA, BY END USER, 2018–2021 (USD BILLION) 151
TABLE 135 AI INFRASTRUCTURE MARKET IN SOUTH AMERICA, BY END USER, 2022–2027 (USD BILLION) 151
11.5.2 MIDDLE EAST & AFRICA 151
11.5.2.1 Smart mobile data traffic to increase workload on data centers, thereby boosting AI server growth 151
TABLE 136 AI INFRASTRUCTURE MARKET IN MIDDLE EAST & AFRICA, BY END USER, 2018–2021 (USD BILLION) 152
TABLE 137 AI INFRASTRUCTURE MARKET IN MIDDLE EAST & AFRICA, BY END USER, 2022–2027 (USD BILLION) 152
12 COMPETITIVE LANDSCAPE 153
12.1 OVERVIEW 153
12.2 KEY PLAYER STRATEGIES/RIGHT TO WIN 153
TABLE 138 OVERVIEW OF STRATEGIES ADOPTED BY KEY PLAYERS IN AI INFRASTRUCTURE MARKET 153
12.3 REVENUE ANALYSIS OF TOP PLAYERS 155
FIGURE 49 FIVE-YEAR REVENUE ANALYSIS OF TOP PLAYERS IN AI INFRASTRUCTURE MARKET, 2017–2021 155

12.4 SHARE ANALYSIS OF KEY PLAYERS IN AI INFRASTRUCTURE MARKET IN 2021 155
FIGURE 50 SHARE ANALYSIS OF KEY PLAYERS IN AI INFRASTRUCTURE (PROCESSOR) MARKET IN 2021 155
TABLE 139 AI INFRASTRUCTURE (PROCESSOR) MARKET: DEGREE OF COMPETITION 156
TABLE 140 AI INFRASTRUCTURE (PROCESSOR) MARKET RANKING ANALYSIS 156
FIGURE 51 SHARE ANALYSIS OF KEY PLAYERS IN AI INFRASTRUCTURE (STORAGE) MARKET IN 2021 156
TABLE 141 AI INFRASTRUCTURE (STORAGE) MARKET: DEGREE OF COMPETITION 157
TABLE 142 AI INFRASTRUCTURE (STORAGE) MARKET RANKING ANALYSIS 157
12.5 COMPANY EVALUATION QUADRANT, 2021 159
12.5.1 STARS 159
12.5.2 EMERGING LEADERS 159
12.5.3 PERVASIVE PLAYERS 159
12.5.4 PARTICIPANTS 159
FIGURE 52 AI INFRASTRUCTURE MARKET (GLOBAL): COMPANY EVALUATION QUADRANT, 2021 160
12.6 COMPETITIVE BENCHMARKING 161
12.6.1 COMPANY FOOTPRINT, BY TECHNOLOGY (20 COMPANIES) 161
12.6.2 COMPANY FOOTPRINT, BY END USER (20 COMPANIES) 162
12.6.3 COMPANY FOOTPRINT, BY REGION (20 COMPANIES) 163
12.6.4 COMPANY PRODUCT FOOTPRINT 164
12.7 STARTUP/SME EVALUATION QUADRANT, 2021 165
12.7.1 PROGRESSIVE COMPANIES 165
12.7.2 RESPONSIVE COMPANIES 165
12.7.3 DYNAMIC COMPANIES 165
12.7.4 STARTING BLOCKS 165
FIGURE 53 AI INFRASTRUCTURE MARKET (GLOBAL): STARTUP/SME EVALUATION QUADRANT, 2021 166
TABLE 143 AI INFRASTRUCTURE MARKET: LIST OF KEY STARTUPS/SMES 167
TABLE 144 AI INFRASTRUCTURE MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES 167
12.8 COMPETITIVE SCENARIO AND TRENDS 168
12.8.1 PRODUCT LAUNCHES/DEVELOPMENTS 168
TABLE 145 AI INFRASTRUCTURE MARKET: PRODUCT LAUNCHES/DEVELOPMENTS, 2020–2022 168
12.8.2 DEALS 169
TABLE 146 AI INFRASTRUCTURE MARKET: DEALS, 2020–2022 169

13 COMPANY PROFILES 170
13.1 INTRODUCTION 170
13.2 KEY PLAYERS 170
(Business Overview, Products/Solutions/Services Offered, Recent Developments, and MnM View)*
13.2.1 INTEL CORPORATION 170
TABLE 147 INTEL CORPORATION: BUSINESS OVERVIEW 171
FIGURE 54 INTEL CORPORATION: COMPANY SNAPSHOT 171
TABLE 148 INTEL CORPORATION: PRODUCT LAUNCHES 172
TABLE 149 INTEL CORPORATION: DEALS 173
13.2.2 NVIDIA CORPORATION 175
TABLE 150 NVIDIA CORPORATION: BUSINESS OVERVIEW 175
FIGURE 55 NVIDIA CORPORATION: COMPANY SNAPSHOT 176
TABLE 151 NVIDIA CORPORATION: PRODUCT LAUNCHES 177
TABLE 152 NVIDIA CORPORATION: DEALS 178
13.2.3 ADVANCED MICRO DEVICES, INC. 180
TABLE 153 ADVANCED MICRO DEVICES, INC.: BUSINESS OVERVIEW 180
FIGURE 56 ADVANCED MICRO DEVICES, INC.: COMPANY SNAPSHOT 181
TABLE 154 ADVANCED MICRO DEVICES, INC.: PRODUCT LAUNCHES 182
TABLE 155 ADVANCED MICRO DEVICES, INC.: DEALS 183
13.2.4 SAMSUNG ELECTRONICS CO., LTD. 185
TABLE 156 SAMSUNG ELECTRONICS CO., LTD.: BUSINESS OVERVIEW 185
FIGURE 57 SAMSUNG ELECTRONICS CO., LTD.: COMPANY SNAPSHOT 186
TABLE 157 SAMSUNG ELECTRONICS CO., LTD.: PRODUCT LAUNCHES 187
TABLE 158 SAMSUNG ELECTRONICS CO., LTD.: DEALS 187
13.2.5 MICRON TECHNOLOGY, INC. 189
TABLE 159 MICRON TECHNOLOGY, INC.: BUSINESS OVERVIEW 189
FIGURE 58 MICRON TECHNOLOGY, INC.: COMPANY SNAPSHOT 190
TABLE 160 MICRON TECHNOLOGY, INC.: PRODUCT LAUNCHES 191
TABLE 161 MICRON TECHNOLOGY, INC.: DEALS 192
13.2.6 INTERNATIONAL BUSINESS MACHINES CORPORATION 193
TABLE 162 INTERNATIONAL BUSINESS MACHINES CORPORATION: BUSINESS OVERVIEW 193
FIGURE 59 INTERNATIONAL BUSINESS MACHINES CORPORATION: COMPANY SNAPSHOT 194
TABLE 163 INTERNATIONAL BUSINESS MACHINES CORPORATION.: PRODUCT LAUNCHES 195
TABLE 164 INTERNATIONAL BUSINESS MACHINES CORPORATION: DEALS 195
13.2.7 GOOGLE LLC 197
TABLE 165 GOOGLE LLC: BUSINESS OVERVIEW 197
FIGURE 60 GOOGLE LLC: COMPANY SNAPSHOT 198
TABLE 166 GOOGLE LLC: PRODUCT LAUNCHES 199
TABLE 167 GOOGLE LLC: DEALS 199

13.2.8 MICROSOFT CORPORATION 202
TABLE 168 MICROSOFT CORPORATION: BUSINESS OVERVIEW 202
FIGURE 61 MICROSOFT CORPORATION: COMPANY SNAPSHOT 203
TABLE 169 MICROSOFT CORPORATION: PRODUCT LAUNCHES 204
TABLE 170 MICROSOFT CORPORATION: DEALS 204
13.2.9 AMAZON WEB SERVICES, INC. 206
TABLE 171 AMAZON WEB SERVICES, INC.: BUSINESS OVERVIEW 206
FIGURE 62 AMAZON WEB SERVICES, INC.: COMPANY SNAPSHOT 206
TABLE 172 AMAZON WEB SERVICES, INC.: PRODUCT LAUNCHES 207
TABLE 173 AMAZON WEB SERVICES, INC.: DEALS 208
13.2.10 ORACLE CORPORATION 209
TABLE 174 ORACLE CORPORATION: BUSINESS OVERVIEW 209
FIGURE 63 ORACLE CORPORATION: COMPANY SNAPSHOT 210
TABLE 175 ORACLE CORPORATION: PRODUCT LAUNCHES 211
TABLE 176 ORACLE CORPORATION: DEALS 212
* Business Overview, Products/Solutions/Services Offered, Recent Developments, and MnM View might not be captured in case of unlisted companies.
13.3 OTHER PLAYERS 214
13.3.1 GRAPHCORE 214
13.3.2 SK HYNIX INC. 215
13.3.3 CISCO SYSTEMS, INC. 216
13.3.4 ARM LIMITED 217
13.3.5 DELL TECHNOLOGIES 218
13.3.6 HEWLETT PACKARD ENTERPRISE (HPE) 219
13.3.7 MIPS 220
13.3.8 TOSHIBA CORPORATION 221
13.3.9 GYRFALCON TECHNOLOGY INC. 222
13.3.10 IMAGINATION TECHNOLOGIES 222
13.3.11 CAMBRICON TECHNOLOGIES CORP. LTD. 223
13.3.12 CADENCE DESIGN SYSTEMS, INC. 224
13.3.13 TENSTORRENT INC. 225
13.3.14 SYNOPSYS, INC. 226
13.3.15 SENSETIME GROUP INC. 227
14 APPENDIX 228
14.1 DISCUSSION GUIDE 228
14.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 231
14.3 CUSTOMIZATION OPTIONS 233
14.4 RELATED REPORTS 233
14.5 AUTHOR DETAILS 234



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