High-performance Computing (HPC) Market with COVID-19 Impact Analysis - Global Forecast to 2027

Table of Content

1 INTRODUCTION 28
1.1 STUDY OBJECTIVES 28
1.2 DEFINITION 28
1.2.1 INCLUSIONS AND EXCLUSIONS 29
1.3 STUDY SCOPE 29
1.3.1 MARKETS COVERED 29
FIGURE 1 HIGH-PERFORMANCE COMPUTING MARKET: SEGMENTATION 30
1.3.2 GEOGRAPHIC SCOPE 30
1.3.3 YEARS CONSIDERED 31
1.4 CURRENCY 31
1.5 LIMITATIONS 31
1.6 STAKEHOLDERS 32
1.7 SUMMARY OF CHANGES 33
2 RESEARCH METHODOLOGY 34
2.1 RESEARCH DATA 34
FIGURE 2 HIGH-PERFORMANCE COMPUTING MARKET: RESEARCH DESIGN 34
2.1.1 SECONDARY AND PRIMARY RESEARCH 36
2.1.2 SECONDARY DATA 36
2.1.2.1 List of secondary sources 37
2.1.2.2 Key secondary sources 37
2.1.3 PRIMARY DATA 37
2.1.3.1 Primary interviews with experts 38
2.1.3.2 Key industry insights 38
2.1.3.3 Breakdown of primaries 39
2.2 MARKET SIZE ESTIMATION 39
2.2.1 BOTTOM-UP APPROACH 39
2.2.1.1 Approach for arriving at market size using bottom-up analysis 39
FIGURE 3 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH 40
FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY: APPROACH 1 BOTTOM-UP (SUPPLY SIDE)?ILLUSTRATION OF REVENUE ESTIMATION OF COMPANIES FROM SALES OF HIGH-PERFORMANCE COMPUTING 41
2.2.2 TOP-DOWN APPROACH 41
2.2.2.1 Approach for capturing market size using top-down analysis 41
FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH 42
FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY: APPROACH 2 (SUPPLY SIDE)?REVENUE GENERATED FROM SALE OF HIGH-PERFORMANCE COMPUTING SERVER SOLUTIONS 42
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2.3 MARKET BREAKDOWN AND DATA TRIANGULATION 43
FIGURE 7 DATA TRIANGULATION 43
2.4 RESEARCH ASSUMPTIONS 44
2.5 RISK ASSESSMENTS 45
TABLE 1 LIMITATIONS AND ASSOCIATED RISKS 45
2.6 LIMITATIONS 46
3 EXECUTIVE SUMMARY 47
3.1 GROWTH RATE ASSUMPTIONS/GROWTH FORECAST 47
TABLE 2 HPC MARKET, BY SERVER SHIPMENTS 2018–2021 (MILLION UNITS) 48
TABLE 3 HPC MARKET, BY SERVER SHIPMENTS 2022–2027 (MILLION UNITS) 48
TABLE 4 HPC MARKET, 2018–2021 (USD BILLION) 48
TABLE 5 HPC MARKET, 2022–2027 (USD BILLION) 48
FIGURE 8 IMPACT OF COVID-19 ON HPC MARKET 49
3.2 POST-COVID-19 SCENARIO 49
TABLE 6 POST-COVID-19 SCENARIO: HPC MARKET, 2022–2027 (USD BILLION) 49
3.3 OPTIMISTIC SCENARIO (POST-COVID-19) 49
TABLE 7 OPTIMISTIC SCENARIO (POST-COVID-19): HPC MARKET,
2022–2027 (USD BILLION) 49
3.4 PESSIMISTIC SCENARIO (POST-COVID-19) 50
TABLE 8 PESSIMISTIC SCENARIO (POST-COVID-19): HPC MARKET,
2022–2027 (USD BILLION) 50
FIGURE 9 HEALTHCARE & LIFE SCIENCES SEGMENT TO EXHIBIT HIGHEST CAGR IN
HPC MARKET FROM 2022 TO 2027 50
FIGURE 10 NORTH AMERICA TO REGISTER HIGHEST GROWTH RATE IN HPC
MARKET IN 2022 51
4 PREMIUM INSIGHTS 52
4.1 ATTRACTIVE GROWTH OPPORTUNITIES IN HIGH-PERFORMANCE COMPUTING MARKET 52
FIGURE 11 INCREASING DEMAND FOR HIGH-PERFORMANCE COMPUTING IN BANKING, FINANCIAL SERVICES & INSURANCE AND HEALTHCARE & LIFE SCIENCES VERTICALS TO DRIVE MARKET GROWTH FROM 2022 TO 2027 52
4.2 HIGH-PERFORMANCE COMPUTING MARKET, BY COMPONENT 52
FIGURE 12 SOLUTIONS SEGMENT TO ACCOUNT FOR LARGER SHARE OF HIGH-PERFORMANCE COMPUTING MARKET FROM 2022 TO 2027 52
4.3 HIGH-PERFORMANCE COMPUTING MARKET, BY COMPONENT AND REGION 53
FIGURE 13 SOLUTIONS SEGMENT AND NORTH AMERICA TO HOLD LARGEST SHARES OF HIGH-PERFORMANCE COMPUTING MARKET IN 2022 53
4.4 HIGH-PERFORMANCE COMPUTING MARKET, BY COUNTRY 53
FIGURE 14 HIGH-PERFORMANCE COMPUTING MARKET IN CHINA TO GROW AT HIGHEST CAGR FROM 2022 TO 2027 53
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5 MARKET OVERVIEW 54
5.1 INTRODUCTION 54
5.2 MARKET DYNAMICS 54
FIGURE 15 HIGH-PERFORMANCE COMPUTING MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 54
5.2.1 DRIVERS 55
5.2.1.1 Growing need for efficient computing, high scalability, and reliable storage 55
5.2.1.2 Increasing demand for high-speed data processing with accuracy 55
5.2.1.3 Increased use of high-performance computing and deep learning frameworks in development of COVID-19 vaccines 55
5.2.1.4 Growing demand for high-performance computing (HPC) systems in genomics research 55
FIGURE 16 HPC MARKET: IMPACT ANALYSIS OF DRIVERS 56
5.2.2 RESTRAINTS 56
5.2.2.1 Cyber security concerns 56
5.2.2.2 High deployment costs associated with commercial
high-performance computing (HPC) clusters 56
FIGURE 17 HPC MARKET: IMPACT ANALYSIS OF RESTRAINTS 57
5.2.3 OPPORTUNITIES 57
5.2.3.1 Increasing focus on adoption of hybrid high-performance computing (HPC) systems 57
5.2.3.2 Introduction of Exascale computing 57
5.2.3.3 Rising investments in data centers supporting HPC capability 57
FIGURE 18 HPC MARKET: IMPACT ANALYSIS OF OPPORTUNITIES 58
5.2.4 CHALLENGES 58
5.2.4.1 Less technical expertise related to high-performance computing (HPC) 58
5.2.4.2 Limited budgets of SMEs 58
5.2.4.3 Challenges in cooling HPC systems 58
5.2.4.4 Requirement of advanced frameworks to improve fault tolerance and ensure resiliency 59
FIGURE 19 HPC MARKET: IMPACT ANALYSIS OF CHALLENGES 59
5.3 VALUE CHAIN ANALYSIS 59
FIGURE 20 RAW MATERIAL SUPPLIERS AND ORIGINAL EQUIPMENT MANUFACTURERS COLLECTIVELY ADD MAJOR VALUE TO FINAL PRODUCT 60
5.4 TECHNOLOGY ANALYSIS 61
5.4.1 EXASCALE COMPUTING IN HPC SYSTEMS 61
5.4.2 CLOUD COMPUTING IN HPC SYSTEMS 61
5.5 ECOSYSTEM ANALYSIS 61
FIGURE 21 HPC MARKET: ECOSYSTEM 61
TABLE 9 HPC MARKET: ECOSYSTEM 62
5.6 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS 63
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5.7 CASE STUDIES 63
5.7.1 CASE STUDY 1: EDUCATION 63
5.7.2 CASE STUDY 2: ENERGY AND UTILITIES 64
5.7.3 CASE STUDY 3: EDUCATION 64
5.8 PORTER’S FIVE FORCES ANALYSIS 64
5.8.1 BARGAINING POWER OF SUPPLIERS 64
5.8.2 BARGAINING POWER OF BUYERS 64
5.8.3 THREAT OF NEW ENTRANTS 65
5.8.4 THREAT OF SUBSTITUTES 65
5.8.5 INTENSITY OF COMPETITIVE RIVALRY 65
TABLE 10 IMPACT OF PORTER’S FIVE FORCES ON HPC MARKET, 2021 65
5.9 PRICING ANALYSIS 66
TABLE 11 HIGH-PERFORMANCE COMPUTING MARKET: PRICING ANALYSIS
(2021–2022) 66
5.9.1 AVERAGE SELLING PRICES OF 4 KEY PLAYER OFFERINGS, BY HPC SERVERS 67
FIGURE 22 AVERAGE SELLING PRICES OF 4 KEY PLAYER OFFERINGS, BY HPC SERVERS 67
5.10 TRADE ANALYSIS 68
FIGURE 23 IMPORT DATA, BY COUNTRY, 2016–2020 (USD MILLION) 68
FIGURE 24 EXPORT DATA, BY COUNTRY, 2016–2020 (USD MILLION) 69
5.10.1 PATENTS ANALYSIS 69
FIGURE 25 NUMBER OF PATENTS GRANTED PER YEAR FROM 2012 TO 2021 69
FIGURE 26 TOP 10 COMPANIES WITH HIGHEST NUMBER OF PATENT APPLICATIONS IN LAST 10 YEARS 70
TABLE 12 TOP 20 PATENT OWNERS IN LAST 10 YEARS 70
TABLE 13 LIST OF FEW PATENTS IN HPC MARKET, 2021–2022 71
5.11 KEY CONFERENCES AND EVENTS BETWEEN 2022 AND 2023 72
TABLE 14 HPC MARKET: DETAILED LIST OF CONFERENCES AND EVENTS 72
5.12 KEY STAKEHOLDERS AND BUYING CRITERIA 73
5.12.1 KEY STAKEHOLDERS IN BUYING PROCESS 73
FIGURE 27 INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS FOR TOP 3 VERTICALS 73
TABLE 15 INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS FOR
TOP 3 VERTICALS (%) 73
5.12.2 BUYING CRITERIA 74
FIGURE 28 KEY BUYING CRITERIA FOR TOP 3 INDUSTRY VERTICALS 74
TABLE 16 KEY BUYING CRITERIA FOR TOP 3 VERTICALS 74
5.13 REGULATIONS AND STANDARDS 75
TABLE 17 REGULATIONS AND STANDARDS FOR HPC MARKET 75
5.14 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 76
TABLE 18 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 76
TABLE 19 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 76
TABLE 20 REST OF WORLD: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 77
6 HIGH-PERFORMANCE COMPUTING MARKET, BY COMPONENT 78
6.1 INTRODUCTION 79
FIGURE 29 HIGH-PERFORMANCE COMPUTING MARKET, BY COMPONENT 79
6.1.1 DRIVERS: HIGH-PERFORMANCE COMPUTING MARKET FOR COMPONENT 79
6.1.2 COVID-19 IMPACT 79
TABLE 21 HIGH-PERFORMANCE COMPUTING MARKET, BY COMPONENT,
2018–2021 (USD BILLION) 80
TABLE 22 HIGH-PERFORMANCE COMPUTING MARKET, BY COMPONENT,
2022–2027 (USD BILLION) 80
6.2 SOLUTIONS 80
TABLE 23 SOLUTIONS: HIGH-PERFORMANCE COMPUTING MARKET, BY TYPE,
2018–2021 (USD BILLION) 81
TABLE 24 SOLUTIONS: HIGH-PERFORMANCE COMPUTING MARKET, BY TYPE,
2022–2027 (USD BILLION) 81
6.2.1 SERVER 81
6.2.1.1 Supercomputer and divisional systems 81
6.2.1.2 Departmental and workgroup systems 81
6.2.2 STORAGE 82
6.2.3 NETWORKING DEVICES 82
6.2.4 SOFTWARE 82
6.3 SERVICES 82
6.3.1 DESIGN AND CONSULTING 83
6.3.2 INTEGRATION AND DEPLOYMENT 83
7 HIGH-PERFORMANCE COMPUTING MARKET, BY COMPUTATION TYPE 84
7.1 INTRODUCTION 85
FIGURE 30 HIGH-PERFORMANCE COMPUTING MARKET, BY COMPUTATION TYPE 85
TABLE 25 HIGH-PERFORMANCE COMPUTING MARKET, BY COMPUTATION TYPE,
2018–2021 (USD BILLION) 86
TABLE 26 HIGH-PERFORMANCE COMPUTING MARKET, BY COMPUTATION TYPE,
2022–2027 (USD BILLION) 86
7.2 PARALLEL COMPUTING 86
7.2.1 PARALLEL COMPUTING HELPS IN SOLVING COMPLEX MATHEMATICAL PROBLEMS 86
7.2.2 CASE STUDY: AWS AND ASTRAZENECA 87
7.2.3 BIT-LEVEL PARALLELISM 87
7.2.4 INSTRUCTION-LEVEL PARALLELISM 87
7.2.5 TASK PARALLELISM 87
7.3 DISTRIBUTED COMPUTING 88
7.3.1 DISTRIBUTED COMPUTING HELPS IN LEVERAGING HPC RESOURCES USING LOW-VALUE COMMODITY HARDWARE 88
7.3.2 USE CASE: DELL AND WALT DISNEY ANIMATION STUDIO 88
7.3.3 GRID COMPUTING 88
7.3.4 CLUSTER COMPUTING 88
7.3.5 CLOUD COMPUTING 88
7.3.5.1 USE CASE: FRAUD DETECTION IN BFSI SECTOR 89
7.4 EXASCALE COMPUTING 89
7.4.1 EXASCALE COMPUTING HELPS IN MAKING NEW SCIENTIFIC
DISCOVERIES BY PROCESSING LARGE AMOUNTS OF DATA IN SHORT TIME 89
7.4.2 USE CASE: VACCINE DEVELOPMENT 89
8 HIGH-PERFORMANCE COMPUTING MARKET, BY DEPLOYMENT 90
8.1 INTRODUCTION 91
FIGURE 31 HIGH-PERFORMANCE COMPUTING MARKET, BY DEPLOYMENT 91
8.1.1 DRIVERS: HIGH-PERFORMANCE COMPUTING MARKET FOR DEPLOYMENT TYPE 91
8.1.2 COVID-19 IMPACT 91
TABLE 27 HIGH-PERFORMANCE COMPUTING MARKET, BY DEPLOYMENT,
2018–2021 (USD BILLION) 91
TABLE 28 HIGH-PERFORMANCE COMPUTING MARKET, BY DEPLOYMENT,
2022–2027 (USD BILLION) 92
8.2 CLOUD 92
TABLE 29 CLOUD: HIGH-PERFORMANCE COMPUTING MARKET, BY VERTICAL,
2018–2021 (USD BILLION) 92
TABLE 30 CLOUD: HIGH-PERFORMANCE COMPUTING MARKET, BY VERTICAL,
2022–2027 (USD BILLION) 93
8.3 ON-PREMISES 93
TABLE 31 ON-PREMISES: HIGH-PERFORMANCE COMPUTING MARKET, BY VERTICAL, 2018–2021 (USD BILLION) 93
TABLE 32 ON-PREMISES: HIGH-PERFORMANCE COMPUTING MARKET, BY REGION, 2022–2027 (USD BILLION) 94
9 HIGH-PERFORMANCE COMPUTING MARKET, BY ORGANIZATION SIZE 95
9.1 INTRODUCTION 96
FIGURE 32 HIGH-PERFORMANCE COMPUTING MARKET, BY ORGANIZATION SIZE 96
9.1.1 DRIVERS: HIGH-PERFORMANCE COMPUTING MARKET FOR ORGANIZATION SIZE 96
9.1.2 COVID-19 IMPACT 96
TABLE 33 HIGH-PERFORMANCE COMPUTING MARKET, BY ORGANIZATION SIZE,
2018–2021 (USD BILLION) 97
TABLE 34 HIGH-PERFORMANCE COMPUTING MARKET, BY ORGANIZATION SIZE,
2022–2027 (USD BILLION) 97
9.2 SMALL- AND MEDIUM-SIZED ENTERPRISES 97
9.3 LARGE ENTERPRISES 97
10 HIGH-PERFORMANCE COMPUTING MARKET, BY SERVER PRICE BAND 98
10.1 INTRODUCTION 99
FIGURE 33 HIGH-PERFORMANCE COMPUTING MARKET, BY SERVER PRICE BAND 99
TABLE 35 HIGH-PERFORMANCE COMPUTING MARKET, BY SERVER PRICE BAND, 2018–2021 (USD BILLION) 99
TABLE 36 HIGH-PERFORMANCE COMPUTING MARKET, BY SERVER PRICE BAND, 2022–2027 (USD BILLION) 99
10.2 USD 250,000–500,000 AND ABOVE 100
10.2.1 USD 250,000–500,000 AND ABOVE SERVER PRICE BAND COMPRISES SYSTEMS THAT HELP IN SOLVING HIGHLY COMPLEX MATHEMATICAL PROBLEMS 100
10.3 USD 250,000–100,000 AND BELOW 100
10.3.1 USD 250,000–100,000 AND BELOW SERVER PRICE BAND COMPRISE SYSTEMS THAT CAN SOLVE MODERATELY COMPLEX MATHEMATICAL PROBLEMS 100
11 HIGH-PERFORMANCE COMPUTING MARKET, BY VERTICAL 101
11.1 INTRODUCTION 102
FIGURE 34 HPC MARKET, BY VERTICAL 103
11.1.1 DRIVERS: HIGH-PERFORMANCE COMPUTING MARKET FOR VERTICAL 103
11.1.2 COVID-19 IMPACT 104
TABLE 37 HIGH-PERFORMANCE COMPUTING MARKET, BY VERTICAL,
2018–2021 (USD BILLION) 104
TABLE 38 HIGH-PERFORMANCE COMPUTING MARKET, BY VERTICAL,
2022–2027 (USD BILLION) 105
11.2 GOVERNMENT & DEFENSE 105
TABLE 39 GOVERNMENT & DEFENSE: HIGH-PERFORMANCE COMPUTING MARKET,
BY REGION, 2018–2021 (USD BILLION) 106
TABLE 40 GOVERNMENT & DEFENSE: HIGH-PERFORMANCE COMPUTING MARKET,
BY REGION, 2022–2027 (USD BILLION) 106
TABLE 41 GOVERNMENT & DEFENSE: HIGH-PERFORMANCE COMPUTING MARKET,
BY DEPLOYMENT, 2018–2021 (USD BILLION) 106
TABLE 42 GOVERNMENT & DEFENSE: HIGH-PERFORMANCE COMPUTING MARKET,
BY DEPLOYMENT, 2022–2027 (USD BILLION) 106
11.3 BANKING, FINANCIAL SERVICES, AND INSURANCE (BFSI) 107
TABLE 43 BANKING, FINANCIAL SERVICES, AND INSURANCE: HIGH-PERFORMANCE COMPUTING MARKET, BY REGION, 2018–2021 (USD BILLION) 107
TABLE 44 BANKING, FINANCIAL SERVICES, AND INSURANCE: HIGH-PERFORMANCE COMPUTING MARKET, BY REGION, 2022–2027 (USD BILLION) 107
TABLE 45 BANKING, FINANCIAL SERVICES, AND INSURANCE: HIGH-PERFORMANCE COMPUTING MARKET, BY DEPLOYMENT, 2018–2021 (USD BILLION) 108
TABLE 46 BANKING, FINANCIAL SERVICES, AND INSURANCE: HIGH-PERFORMANCE COMPUTING MARKET, BY DEPLOYMENT, 2022–2027 (USD BILLION) 108
11.4 EDUCATION & RESEARCH 108
11.4.1 RECENT DEVELOPMENTS 108
TABLE 47 EDUCATION & RESEARCH: HIGH-PERFORMANCE COMPUTING MARKET,
BY REGION, 2018–2021 (USD BILLION) 109
TABLE 48 EDUCATION & RESEARCH: HIGH-PERFORMANCE COMPUTING MARKET,
BY REGION, 2022–2027 (USD BILLION) 109
TABLE 49 EDUCATION & RESEARCH: HIGH-PERFORMANCE COMPUTING MARKET,
BY DEPLOYMENT, 2018–2021 (USD BILLION) 109
TABLE 50 EDUCATION & RESEARCH: HIGH-PERFORMANCE COMPUTING MARKET,
BY DEPLOYMENT, 2022–2027 (USD BILLION) 109
11.5 MANUFACTURING 110
TABLE 51 MANUFACTURING: HIGH-PERFORMANCE COMPUTING MARKET, BY REGION, 2018–2021 (USD BILLION) 110
TABLE 52 MANUFACTURING: HIGH-PERFORMANCE COMPUTING MARKET, BY REGION, 2022–2027 (USD BILLION) 110
TABLE 53 MANUFACTURING: HIGH-PERFORMANCE COMPUTING MARKET,
BY DEPLOYMENT, 2018–2021 (USD BILLION) 111
TABLE 54 MANUFACTURING: HIGH-PERFORMANCE COMPUTING MARKET,
BY DEPLOYMENT, 2022–2027 (USD BILLION) 111
11.6 MEDIA & ENTERTAINMENT 111
TABLE 55 MEDIA & ENTERTAINMENT: HIGH-PERFORMANCE COMPUTING MARKET,
BY REGION, 2018–2021 (USD BILLION) 112
TABLE 56 MEDIA AND ENTERTAINMENT: HIGH-PERFORMANCE COMPUTING MARKET, BY REGION, 2022–2027 (USD BILLION) 112
TABLE 57 MEDIA & ENTERTAINMENT: HIGH-PERFORMANCE COMPUTING MARKET,
BY DEPLOYMENT, 2018–2021 (USD BILLION) 112
TABLE 58 MEDIA AND ENTERTAINMENT: HIGH-PERFORMANCE COMPUTING MARKET, BY DEPLOYMENT, 2022–2027 (USD BILLION) 112
11.7 HEALTHCARE & LIFE SCIENCES 113
TABLE 59 HEALTHCARE & LIFE SCIENCES: HIGH-PERFORMANCE COMPUTING MARKET, BY REGION, 2018–2021 (USD BILLION) 113
TABLE 60 HEALTHCARE & LIFE SCIENCES: HIGH-PERFORMANCE COMPUTING MARKET, BY REGION, 2022–2027 (USD BILLION) 113
TABLE 61 HEALTHCARE & LIFE SCIENCES: HIGH-PERFORMANCE COMPUTING MARKET, BY DEPLOYMENT, 2018–2021 (USD BILLION) 114
TABLE 62 HEALTHCARE & LIFE SCIENCES: HIGH-PERFORMANCE COMPUTING MARKET, BY DEPLOYMENT, 2022–2027 (USD BILLION) 114
11.8 ENERGY & UTILITIES 114
TABLE 63 ENERGY & UTILITIES: HIGH-PERFORMANCE COMPUTING MARKET,
BY REGION, 2018–2021 (USD BILLION) 115
TABLE 64 ENERGY & UTILITIES: HIGH-PERFORMANCE COMPUTING MARKET,
BY REGION, 2022–2027 (USD BILLION) 115
TABLE 65 ENERGY & UTILITIES: HIGH-PERFORMANCE COMPUTING MARKET,
BY DEPLOYMENT, 2018–2021 (USD BILLION) 115
TABLE 66 ENERGY & UTILITIES: HIGH-PERFORMANCE COMPUTING MARKET,
BY DEPLOYMENT, 2022–2027 (USD BILLION) 115
11.9 EARTH SCIENCES 116
TABLE 67 EARTH SCIENCES: HIGH-PERFORMANCE COMPUTING MARKET, BY REGION, 2018–2021 (USD BILLION) 116
TABLE 68 EARTH SCIENCES: HIGH-PERFORMANCE COMPUTING MARKET, BY REGION, 2022–2027 (USD BILLION) 116
TABLE 69 EARTH SCIENCES: HIGH-PERFORMANCE COMPUTING MARKET,
BY DEPLOYMENT, 2018–2021 (USD BILLION) 116
TABLE 70 EARTH SCIENCES: HIGH-PERFORMANCE COMPUTING MARKET,
BY DEPLOYMENT, 2022–2027 (USD BILLION) 117
11.10 OTHERS 117
TABLE 71 OTHERS: HIGH-PERFORMANCE COMPUTING MARKET, BY REGION,
2018–2021 (USD BILLION) 117
TABLE 72 OTHERS: HIGH-PERFORMANCE COMPUTING MARKET, BY REGION,
2022–2027 (USD BILLION) 117
TABLE 73 OTHERS: HIGH-PERFORMANCE COMPUTING MARKET, BY DEPLOYMENT, 2018–2021 (USD BILLION) 118
TABLE 74 OTHERS: HIGH-PERFORMANCE COMPUTING MARKET, BY DEPLOYMENT, 2022–2027 (USD BILLION) 118
12 HIGH-PERFORMANCE COMPUTING MARKET, BY REGION 119
12.1 INTRODUCTION 120
FIGURE 35 HIGH-PERFORMANCE COMPUTING MARKET IN CHINA TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD 120
TABLE 75 HIGH-PERFORMANCE COMPUTING MARKET, BY REGION,
2018–2021 (USD BILLION) 121
TABLE 76 HIGH-PERFORMANCE COMPUTING MARKET, BY REGION,
2022–2027 (USD BILLION) 121
12.2 NORTH AMERICA 121
12.2.1 DRIVERS: NORTH AMERICAN HIGH-PERFORMANCE COMPUTING MARKET 122
12.2.2 COVID-19 IMPACT 122
12.2.3 NORTH AMERICA: REGULATIONS 122
FIGURE 36 NORTH AMERICA: HIGH-PERFORMANCE COMPUTING MARKET 123
TABLE 77 NORTH AMERICA: HIGH-PERFORMANCE COMPUTING MARKET, BY COUNTRY, 2018–2021 (USD BILLION) 123
TABLE 78 NORTH AMERICA: HIGH-PERFORMANCE COMPUTING MARKET, BY COUNTRY, 2022–2027 (USD BILLION) 124
12.2.4 US 124
12.2.4.1 Presence of advanced IT infrastructure is fueling demand for
high-performance computing (HPC) solutions in US 124
12.2.5 CANADA 124
12.2.5.1 Government-led support to increase adoption of digital technologies to fuel demand for high-performance computing (HPC) solutions 124
12.2.6 MEXICO 125
12.2.6.1 Expanding industrial sector to fuel demand for high-performance computing (HPC) 125
12.3 EUROPE 125
12.3.1 DRIVERS: EUROPEAN HIGH-PERFORMANCE COMPUTING MARKET 125
12.3.2 COVID-19 IMPACT 125
12.3.3 EUROPE: REGULATIONS 126
FIGURE 37 SNAPSHOT OF HIGH-PERFORMANCE COMPUTING MARKET IN EUROPE 126
TABLE 79 EUROPE: HIGH-PERFORMANCE COMPUTING MARKET, BY COUNTRY,
2018–2021 (USD BILLION) 127
TABLE 80 EUROPE: HIGH-PERFORMANCE COMPUTING MARKET, BY COUNTRY,
2022–2027 (USD BILLION) 127
12.3.4 UK 127
12.3.4.1 Increased adoption of high-performance computing (HPC) systems in medical sector to drive market growth 127
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12.3.5 GERMANY 128
12.3.5.1 Rising deployment of high-performance computing (HPC) systems due to high internet penetration to drive market growth 128
12.3.6 FRANCE 128
12.3.6.1 Government initiatives to increase adoption of AI and
ML technologies in public sector to fuel market growth 128
12.3.7 REST OF EUROPE 128
12.4 ASIA PACIFIC 128
12.4.1 DRIVERS: ASIA PACIFIC HIGH-PERFORMANCE COMPUTING MARKET 129
12.4.2 COVID-19 IMPACT 129
12.4.3 ASIA PACIFIC: REGULATIONS 130
FIGURE 38 SNAPSHOT HIGH-PERFORMANCE COMPUTING MARKET IN ASIA PACIFIC 131
TABLE 81 ASIA PACIFIC: HIGH-PERFORMANCE COMPUTING MARKET, BY COUNTRY, 2018–2021 (USD BILLION) 131
TABLE 82 ASIA PACIFIC: HIGH-PERFORMANCE COMPUTING MARKET, BY COUNTRY, 2022–2027 (USD BILLION) 132
12.4.4 AUSTRALIA AND NEW ZEALAND (ANZ) 132
12.4.4.1 Rising use of high-performance computing (HPC) systems in media & entertainment vertical to propel market growth 132
12.4.5 JAPAN 132
12.4.5.1 Growing use of high-performance computing (HPC) solutions in metrology to boost market growth 132
12.4.6 CHINA 133
12.4.6.1 Growing adoption of digital technologies such as AI, IoT, and big data to drive the market growth in China 133
12.4.7 REST OF ASIA PACIFIC 133
12.5 REST OF WORLD 134
FIGURE 39 SNAPSHOT HIGH-PERFORMANCE COMPUTING MARKET IN REST OF WORLD 134
TABLE 83 ROW: HIGH-PERFORMANCE COMPUTING MARKET, BY COUNTRY,
2018–2021 (USD BILLION) 134
TABLE 84 ROW: HIGH-PERFORMANCE COMPUTING MARKET, BY COUNTRY,
2022–2027 (USD BILLION) 134
12.5.1 MIDDLE EAST & AFRICA 135
12.5.2 DRIVERS: MIDDLE EAST & AFRICA HIGH-PERFORMANCE COMPUTING MARKET 135
12.5.3 COVID-19 IMPACT 135
12.5.4 MIDDLE EAST & AFRICA: REGULATIONS 135
12.5.5 SOUTH AMERICA 136
12.5.6 DRIVERS: SOUTH AMERICA HIGH-PERFORMANCE COMPUTING MARKET 136
12.5.7 COVID-19 IMPACT 136
12.5.8 SOUTH AMERICA: REGULATIONS 136
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13 COMPETITIVE LANDSCAPE 137
13.1 KEY PLAYER STRATEGIES/RIGHT TO WIN 137
13.2 OVERVIEW 137
13.3 TOP 5 COMPANY ANALYSIS 138
FIGURE 40 TOP 5 COMPANY REVENUE ANALYSIS FOR HPC MARKET, 2019–2021 138
13.4 MARKET SHARE ANALYSIS (2021) 138
TABLE 85 HPC MARKET: MARKET SHARE ANALYSIS 138
13.5 COMPANY EVALUATION QUADRANT, 2021 140
13.5.1 STAR 140
13.5.2 PERVASIVE 140
13.5.3 EMERGING LEADER 140
13.5.4 PARTICIPANT 140
FIGURE 41 HPC MARKET COMPANY EVALUATION QUADRANT, 2021 141
13.6 SME EVALUATION QUADRANT, 2021 141
13.6.1 PROGRESSIVE COMPANY 141
13.6.2 RESPONSIVE COMPANY 142
13.6.3 DYNAMIC COMPANY 142
13.6.4 STARTING BLOCK 142
FIGURE 42 HPC MARKET, SME EVALUATION QUADRANT, 2021 142
FIGURE 43 HPC MARKET: DETAILED LIST OF KEY STARTUPS/SMES 143
FIGURE 44 HPC MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES 144
TABLE 86 HPC MARKET: COMPANY FOOTPRINT 144
TABLE 87 HPC MARKET: COMPANY VERTICAL FOOTPRINT 145
TABLE 88 HPC MARKET: COMPANY REGIONAL FOOTPRINT 146
13.7 COMPETITIVE SCENARIO 147
TABLE 89 HPC MARKET: PRODUCT LAUNCHES, MARCH 2019?MARCH 2022 147
TABLE 90 HPC: DEALS, MARCH 2019?MARCH 2022 148
14 COMPANY PROFILES 149
(Business Overview, Products Offered, Recent Developments, and MnM View (Key strengths/Right to Win, Strategic Choices Made, and Weaknesses and Competitive Threats))*
14.1 KEY PLAYERS 149
14.1.1 ADVANCED MICRO DEVICES 149
TABLE 91 ADVANCED MICRO DEVICES: BUSINESS OVERVIEW 149
FIGURE 45 ADVANCED MICRO DEVICES: COMPANY SNAPSHOT 150
TABLE 92 ADVANCED MICRO DEVICES: PRODUCTS OFFERED 151
14.1.2 INTEL 154
TABLE 93 INTEL: BUSINESS OVERVIEW 154
FIGURE 46 INTEL: COMPANY SNAPSHOT 155
TABLE 94 INTEL: PRODUCT OFFERINGS 155
14.1.3 HEWLETT PACKARD ENTERPRISE (HPE) 158
TABLE 95 HEWLETT PACKARD ENTERPRISE: BUSINESS OVERVIEW 158
FIGURE 47 HEWLETT PACKARD ENTERPRISE: COMPANY SNAPSHOT 159
TABLE 96 HEWLETT PACKARD ENTERPRISE: PRODUCT OFFERINGS 159
14.1.4 IBM 162
TABLE 97 IBM: BUSINESS OVERVIEW 162
FIGURE 48 IBM: COMPANY SNAPSHOT 163
TABLE 98 IBM: PRODUCT OFFERINGS 163
14.1.5 DELL 166
TABLE 99 DELL: BUSINESS OVERVIEW 166
FIGURE 49 DELL: COMPANY SNAPSHOT 167
TABLE 100 DELL: PRODUCT OFFERINGS 167
14.1.6 LENOVO 170
TABLE 101 LENOVO: BUSINESS OVERVIEW 170
FIGURE 50 LENOVO: COMPANY SNAPSHOT 171
TABLE 102 LENOVO: PRODUCT OFFERINGS 171
14.1.7 FUJITSU 173
TABLE 103 FUJITSU: BUSINESS OVERVIEW 173
FIGURE 51 FUJITSU: COMPANY SNAPSHOT 174
TABLE 104 FUJITSU: PRODUCT OFFERINGS 174
14.1.8 ATOS 176
TABLE 105 ATOS: BUSINESS OVERVIEW 176
FIGURE 52 ATOS: COMPANY SNAPSHOT 176
TABLE 106 ATOS: PRODUCT OFFERINGS 177
14.1.9 CISCO 179
TABLE 107 CISCO: BUSINESS OVERVIEW 179
FIGURE 53 CISCO: COMPANY SNAPSHOT 180
TABLE 108 CISCO: PRODUCT OFFERINGS 180
14.1.10 NVIDIA 182
TABLE 109 NVIDIA: BUSINESS OVERVIEW 182
FIGURE 54 NVIDIA: COMPANY SNAPSHOT 183
TABLE 110 NVIDIA: PRODUCT OFFERINGS 183
14.2 OTHER PLAYERS 186
14.2.1 NEC CORPORATION 186
TABLE 111 NEC CORPORATION: BUSINESS OVERVIEW 186
14.2.2 AMAZON WEB SERVICES 187
TABLE 112 AMAZON WEB SERVICES: BUSINESS OVERVIEW 187
14.2.3 ORACLE 188
TABLE 113 ORACLE: BUSINESS OVERVIEW 188
14.2.4 MICROSOFT 188
TABLE 114 MICROSOFT: BUSINESS OVERVIEW 188
14.2.5 INSPUR 189
TABLE 115 INSPUR: BUSINESS OVERVIEW 189
14.2.6 NETAPP 189
TABLE 116 NETAPP: BUSINESS OVERVIEW 189
14.2.7 IRON GLOBAL 190
TABLE 117 IRON: BUSINESS OVERVIEW 190
14.2.8 ASPEN SYSTEM 190
TABLE 118 ASPEN SYSTEM: BUSINESS OVERVIEW 190
14.2.9 ADVANCED CLUSTERING TECHNOLOGIES 191
TABLE 119 ADVANCED CLUSTERING TECHNOLOGIES: BUSINESS OVERVIEW 191
14.2.10 DAWNING INFORMATION INDUSTRY CO. LTD. (SUGON) 191
TABLE 120 SUGON: BUSINESS OVERVIEW 191
14.2.11 DASSAULT SYSTEMS 192
TABLE 121 DASSAULT SYSTEMS: BUSINESS OVERVIEW 192
14.2.12 ARM LIMITED 193
TABLE 122 ARM LIMITED: BUSINESS OVERVIEW 193
14.2.13 MONTAGE TECHNOLOGY 193
TABLE 123 MONTAGE TECHNOLOGY: BUSINESS OVERVIEW 193
14.2.14 ADAPTIVE COMPUTING 194
TABLE 124 ADAPTIVE COMPUTING: BUSINESS OVERVIEW 194
14.2.15 ADVANCED HPC 195
TABLE 125 ADVANCED HPC: BUSINESS OVERVIEW 195
14.2.16 DATADIRECT NETWORKS 195
TABLE 126 DATADIRECT NETWORKS: BUSINESS OVERVIEW 195
14.2.17 EQUUS COMPUTERS 196
TABLE 127 EQUUS COMPUTERS: BUSINESS OVERVIEW 196
14.2.18 EXCELERO 196
TABLE 128 EXCELERO: BUSINESS OVERVIEW 196
14.2.19 GIGA-BYTE 197
TABLE 129 GIGA-BYTE: BUSINESS OVERVIEW 197
14.2.20 PENGUIN COMPUTING 197
TABLE 130 PENGUIN COMPUTING: BUSINESS OVERVIEW 197
*Details on Business Overview, Products Offered, Recent Developments, and MnM View (Key strengths/Right to Win, Strategic Choices Made, and Weaknesses and Competitive Threats) might not be captured in case of unlisted companies.
15 APPENDIX 198
15.1 INSIGHTS OF INDUSTRY EXPERTS 198
15.2 DISCUSSION GUIDE 199
15.3 KNOWLEDGE STORE: MARKETSANDMARKETS? SUBSCRIPTION PORTAL 203
15.4 AVAILABLE CUSTOMIZATIONS 205
15.5 RELATED REPORTS 205
15.6 AUTHOR DETAILS 206