Table of Content

1 INTRODUCTION 38
1.1 INTRODUCTION TO COVID-19 38
1.2 COVID-19 HEALTH ASSESSMENT 38
FIGURE 1 COVID-19: GLOBAL PROPAGATION 38
FIGURE 2 COVID-19 PROPAGATION: SELECT COUNTRIES 39
1.3 COVID-19 ECONOMIC ASSESSMENT 40
FIGURE 3 REVISED GROSS DOMESTIC PRODUCT FORECASTS FOR SELECT G20 COUNTRIES IN 2020 40
1.3.1 COVID-19 ECONOMIC IMPACT?SCENARIO ASSESSMENT 41
FIGURE 4 CRITERIA IMPACTING GLOBAL ECONOMY 41
FIGURE 5 SCENARIOS IN TERMS OF RECOVERY OF GLOBAL ECONOMY 42
1.4 STUDY OBJECTIVES 43
1.5 MARKET DEFINITION 43
1.5.1 INCLUSIONS AND EXCLUSIONS 44
1.6 MARKET SCOPE 45
1.6.1 MARKET SEGMENTATION 45
1.6.2 REGIONS COVERED 45
1.6.3 YEARS CONSIDERED FOR STUDY 46
1.7 CURRENCY CONSIDERED 46
TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2017–2019 46
1.8 STAKEHOLDERS 46
1.9 SUMMARY OF CHANGES 47
2 RESEARCH METHODOLOGY 48
2.1 RESEARCH DATA 48
FIGURE 6 DATA WAREHOUSE AS A SERVICE MARKET: RESEARCH DESIGN 48
2.1.1 SECONDARY DATA 49
2.1.2 PRIMARY DATA 49
2.1.2.1 Breakup of primary profiles 50
FIGURE 7 BREAKUP OF PRIMARY INTERVIEWS: BY COMPANY TYPE, DESIGNATION, AND REGION 50
2.1.2.2 Key industry insights 50
2.2 MARKET BREAKUP AND DATA TRIANGULATION 51
FIGURE 8 DATA TRIANGULATION 51
2.3 MARKET SIZE ESTIMATION 52
FIGURE 9 DATA WAREHOUSE AS A SERVICE MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 52
FIGURE 10 MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 1 (SUPPLY SIDE): REVENUE OF SERVICES FROM VENDORS 53
FIGURE 11 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH (SUPPLY SIDE): COLLECTIVE REVENUE OF VENDORS 54
FIGURE 12 MARKET SIZE ESTIMATION METHODOLOGY – (SUPPLY SIDE): CAGR PROJECTIONS FROM SUPPLY SIDE 55
FIGURE 13 MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 2 (DEMAND SIDE): REVENUE GENERATED FROM VERTICALS (1/2) 56
FIGURE 14 MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 2 (DEMAND SIDE): REVENUE GENERATED FROM VERTICALS (2/2) 56
2.4 MARKET FORECAST 57
TABLE 2 FACTOR ANALYSIS 57
2.5 RESEARCH ASSUMPTIONS 58
2.6 STUDY LIMITATIONS 59
3 EXECUTIVE SUMMARY 60
FIGURE 15 DATA WAREHOUSE AS A SERVICE MARKET: GLOBAL SNAPSHOT 60
FIGURE 16 DATA WAREHOUSE AS A SERVICE MARKET: TOP GROWING SEGMENTS 61
FIGURE 17 CUSTOMER ANALYTICS SEGMENT TO HOLD LARGEST MARKET SIZE DURING FORECAST PERIOD 61
FIGURE 18 PUBLIC CLOUD SEGMENT TO HOLD LARGEST MARKET SIZE DURING FORECAST PERIOD 62
FIGURE 19 TOP VERTICALS IN DATA WAREHOUSE AS A SERVICE MARKET 62
FIGURE 20 DATA WAREHOUSE AS A SERVICE MARKET: REGIONAL SNAPSHOT 63
4 PREMIUM INSIGHTS 65
4.1 ATTRACTIVE GROWTH OPPORTUNITIES IN DATA WAREHOUSE AS A SERVICE MARKET 65
FIGURE 21 FOCUS ON IMPROVING CUSTOMER EXPERIENCE AND SIMPLIFYING INFORMATION TECHNOLOGY OPERATIONS WORKFLOW TO DRIVE ADOPTION OF DATA WAREHOUSE AS A SERVICE 65
4.2 DATA WAREHOUSE AS A SERVICE MARKET, BY APPLICATION, 2021 VS. 2026 66
FIGURE 22 CUSTOMER ANALYTICS SEGMENT TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD 66
4.3 DATA WAREHOUSE AS A SERVICE MARKET, BY DEPLOYMENT MODEL, 2021 66
FIGURE 23 PUBLIC CLOUD SEGMENT TO HOLD LARGER MARKET SHARE IN 2021 66
4.4 DATA WAREHOUSE AS A SERVICE MARKET, BY ORGANIZATION SIZE, 2021 67
FIGURE 24 LARGE ENTERPRISES SEGMENT TO HOLD LARGER MARKET SHARE IN 2021 67
4.5 DATA WAREHOUSE AS A SERVICE MARKET, BY VERTICAL, 2021 VS. 2026 67
FIGURE 25 BFSI VERTICAL TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD 67
4.6 DATA WAREHOUSE AS A SERVICE MARKET: REGIONAL SCENARIO, 2021–2026 68
FIGURE 26 ASIA PACIFIC TO EMERGE AS BEST MARKET FOR INVESTMENTS IN NEXT FIVE YEARS 68
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5 MARKET OVERVIEW AND INDUSTRY TRENDS 69
5.1 INTRODUCTION 69
5.2 MARKET DYNAMICS 69
FIGURE 27 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 69
5.2.1 DRIVERS 70
5.2.1.1 Increasing role of business intelligence and data analytics in enterprise management 70
5.2.1.2 Growing dependence on data-driven decision making to improve business performance 70
5.2.1.3 Requirement for regulatory governance and security 70
5.2.2 RESTRAINTS 70
5.2.2.1 Lack of resources and expertise 70
FIGURE 28 PROJECTED SPENDING ON TECHNOLOGIES BY PROPORTION OF COMPANY REVENUE BY 2022 71
5.2.2.2 High cost of implementation and complexity in utilizing data warehouse services 72
FIGURE 29 CHALLENGES IN ADOPTION OF CLOUD SERVICES 72
5.2.3 OPPORTUNITIES 72
5.2.3.1 Rapid deployment of large-scale cloud data warehouses 72
FIGURE 30 TOP CLOUD INITIATIVES IN 2020 73
5.2.3.2 Rise in adoption of virtual data warehousing to speed up data access process 73
5.2.4 CHALLENGES 73
5.2.4.1 Lack of proper structure for access control 73
5.2.4.2 Ensuring acceptable data quality 74
5.3 CASE STUDY ANALYSIS 74
5.3.1 CASE STUDY 2: REAL-TIME ANALYTICS TO IMPROVE DATA GOVERNANCE 75
5.3.2 CASE STUDY: 3 ACCELERATED BUSINESS INSIGHTS 75
5.4 TECHNOLOGICAL ANALYSIS 76
5.4.1 ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING 76
5.4.2 CLOUD COMPUTING 76
5.4.3 BIG DATA AND ANALYTICS 76
5.5 PATENT ANALYSIS 76
FIGURE 31 NUMBER OF PATENTS PUBLISHED 77
FIGURE 32 TOP FIVE PATENT OWNERS 77
TABLE 3 TOP TEN PATENT OWNERS (US) 77
5.6 COVID-19-DRIVEN MARKET DYNAMICS 78
5.6.1 DRIVERS AND OPPORTUNITIES 78
5.6.2 RESTRAINTS AND CHALLENGES 78
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5.7 PORTER’S FIVE FORCES ANALYSIS 79
FIGURE 33 DWAAS MARKET: PORTER’S FIVE FORCES ANALYSIS 79
TABLE 4 DWAAS MARKET: PORTER’S FIVE FORCES ANALYSIS 79
5.7.1 THREAT OF NEW ENTRANTS 80
5.7.2 THREAT OF SUBSTITUTES 80
5.7.3 BARGAINING POWER OF SUPPLIERS 80
5.7.4 BARGAINING POWER OF BUYERS 80
5.7.5 INTENSITY OF COMPETITIVE RIVALRY 80
5.8 PRICING ANALYSIS 81
TABLE 5 PRICING ANALYSIS OF DATA WAREHOUSE SERVICE PROVIDERS 81
5.9 ECOSYSTEM 82
TABLE 6 DATA WAREHOUSE AS A SERVICE MARKET: ECOSYSTEM 82
FIGURE 34 DATA WAREHOUSE AS A SERVICE MARKET: ECOSYSTEM 82
5.10 VALUE CHAIN ANALYSIS 83
FIGURE 35 DATA WAREHOUSE AS A SERVICE MARKET: VALUE CHAIN 83
6 DATA WAREHOUSE AS A SERVICE MARKET, BY APPLICATION 85
6.1 INTRODUCTION 86
FIGURE 36 CUSTOMER ANALYTICS SEGMENT EXPECTED TO REGISTER LARGEST MARKET SIZE IN 2026 86
6.1.1 APPLICATIONS: DATA WAREHOUSE AS A SERVICE MARKET DRIVERS 86
6.1.2 APPLICATIONS: COVID-19 IMPACT 87
TABLE 7 DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY APPLICATION, 2016–2020 (USD MILLION) 87
TABLE 8 DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY APPLICATION, 2021–2026 (USD MILLION) 88
6.2 BUSINESS INTELLIGENCE 88
TABLE 9 BUSINESS INTELLIGENCE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 89
TABLE 10 BUSINESS INTELLIGENCE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 89
6.3 CUSTOMER ANALYTICS 89
TABLE 11 CUSTOMER ANALYTICS: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2016–2020 (USD MILLION) 90
TABLE 12 CUSTOMER ANALYTICS: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2021–2026 (USD MILLION) 90
6.4 DATA MODERNIZATION 90
TABLE 13 DATA MODERNIZATION: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2016–2020 (USD MILLION) 91
TABLE 14 DATA MODERNIZATION: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2021–2026 (USD MILLION) 91
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6.5 OPERATIONAL ANALYTICS 91
TABLE 15 OPERATIONAL ANALYTICS: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 92
TABLE 16 OPERATIONAL ANALYTICS: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 92
6.6 PREDICTIVE ANALYTICS 92
TABLE 17 PREDICTIVE ANALYTICS: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2016–2020 (USD MILLION) 93
TABLE 18 PREDICTIVE ANALYTICS: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2021–2026 (USD MILLION) 93
7 DATA WAREHOUSE AS A SERVICE MARKET, BY TYPE 94
7.1 INTRODUCTION 95
FIGURE 37 MARKET FOR OPERATIONAL DATA STORAGE SEGMENT EXPECTED TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 95
7.1.1 TYPE: DATA WAREHOUSE AS A SERVICE MARKET DRIVERS 95
7.1.2 TYPE: COVID-19 IMPACT 95
TABLE 19 DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE,
2016–2020 (USD MILLION) 96
TABLE 20 DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE,
2021–2026 (USD MILLION) 96
7.2 ENTERPRISE DATA WAREHOUSE AS A SERVICE 97
TABLE 21 ENTERPRISE DATA WAREHOUSE AS A SERVICE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 97
TABLE 22 ENTERPRISE DATA WAREHOUSE AS A SERVICE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 97
7.3 OPERATIONAL DATA STORAGE 98
TABLE 23 OPERATIONAL DATA STORAGE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 98
TABLE 24 OPERATIONAL DATA STORAGE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 98
8 DATA WAREHOUSE AS A SERVICE MARKET, BY DEPLOYMENT MODEL 99
8.1 INTRODUCTION 100
FIGURE 38 PUBLIC CLOUD DEPLOYMENT MODEL TO ACCOUNT FOR LARGER MARKET SIZE DURING FORECAST PERIOD 100
8.1.1 DEPLOYMENT MODEL: DATA WAREHOUSE AS A SERVICE MARKET DRIVERS 100
8.1.2 DEPLOYMENT MODEL: COVID-19 IMPACT 101
TABLE 25 DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION) 101
TABLE 26 DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION) 101
8.2 PUBLIC CLOUD 102
TABLE 27 PUBLIC CLOUD: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 102
TABLE 28 PUBLIC CLOUD: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 102
8.3 PRIVATE CLOUD 103
TABLE 29 PRIVATE CLOUD: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 103
TABLE 30 PRIVATE CLOUD: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 103
9 DATA WAREHOUSE AS A SERVICE MARKET, BY ORGANIZATION SIZE 104
9.1 INTRODUCTION 105
FIGURE 39 LARGE ENTERPRISES ARE EXPECTED TO RECORD LARGER MARKET SIZE DURING FORECAST PERIOD 105
9.1.1 ORGANIZATION SIZE: DATA WAREHOUSE AS A SERVICE MARKET DRIVERS 105
9.1.2 ORGANIZATION SIZE: COVID-19 IMPACT 106
TABLE 31 DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 106
TABLE 32 DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 106
9.2 LARGE ENTERPRISES 107
TABLE 33 LARGE ENTERPRISES: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2016–2020 (USD MILLION) 107
TABLE 34 LARGE ENTERPRISES: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2021–2026 (USD MILLION) 107
9.3 SMALL AND MEDIUM-SIZED ENTERPRISES 108
TABLE 35 SMALL AND MEDIUM-SIZED ENTERPRISES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 108
TABLE 36 SMALL AND MEDIUM-SIZED ENTERPRISES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 108
10 DATA WAREHOUSE AS A SERVICE MARKET, BY VERTICAL 109
10.1 INTRODUCTION 110
FIGURE 40 BFSI SEGMENT TO ACCOUNT FOR LARGEST MARKET SIZE DURING FORECAST PERIOD 110
10.1.1 VERTICALS: DATA WAREHOUSE AS A SERVICE MARKET DRIVERS 110
10.1.2 VERTICALS: COVID-19 IMPACT 111
TABLE 37 DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY VERTICAL,
2016–2020 (USD MILLION) 111
TABLE 38 DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY VERTICAL,
2021–2026 (USD MILLION) 112
10.2 BANKING, FINANCIAL SERVICES, AND INSURANCE 112
TABLE 39 BANKING, FINANCIAL SERVICES, AND INSURANCE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 113
TABLE 40 BANKING, FINANCIAL SERVICES, AND INSURANCE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 113
10.3 ENERGY AND UTILITIES 113
TABLE 41 ENERGY AND UTILITIES: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2016–2020 (USD MILLION) 114
TABLE 42 ENERGY AND UTILITIES: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2021–2026 (USD MILLION) 114
10.4 GOVERNMENT AND PUBLIC SECTOR 114
TABLE 43 GOVERNMENT AND PUBLIC SECTOR: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 115
TABLE 44 GOVERNMENT AND PUBLIC SECTOR: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 115
10.5 HEALTHCARE AND LIFE SCIENCES 115
TABLE 45 HEALTHCARE AND LIFE SCIENCES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 116
TABLE 46 HEALTHCARE AND LIFE SCIENCES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 116
10.6 IT AND ITES 116
TABLE 47 IT AND ITES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 117
TABLE 48 IT AND ITES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 117
10.7 MANUFACTURING 117
TABLE 49 MANUFACTURING: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2016–2020 (USD MILLION) 118
TABLE 50 MANUFACTURING: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2021–2026 (USD MILLION) 118
10.8 MEDIA AND ENTERTAINMENT 118
TABLE 51 MEDIA AND ENTERTAINMENT: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 119
TABLE 52 MEDIA AND ENTERTAINMENT: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 119
10.9 RETAIL AND CONSUMER GOODS 119
TABLE 53 RETAIL AND CONSUMER GOODS: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 120
TABLE 54 RETAIL AND CONSUMER GOODS: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 120
10.10 TELECOMMUNICATIONS 120
TABLE 55 TELECOMMUNICATIONS: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2016–2020 (USD MILLION) 121
TABLE 56 TELECOMMUNICATIONS: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY REGION, 2021–2026 (USD MILLION) 121
10.11 OTHERS 121
TABLE 57 OTHERS: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION,
2016–2020 (USD MILLION) 122
TABLE 58 OTHERS: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 122
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11 DATA WAREHOUSE AS A SERVICE MARKET, BY REGION 123
11.1 INTRODUCTION 124
FIGURE 41 NORTH AMERICA TO ACCOUNT FOR LARGEST MARKET SIZE DURING FORECAST PERIOD 124
TABLE 59 DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION,
2016–2020 (USD MILLION) 124
TABLE 60 DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 125
11.2 NORTH AMERICA 125
11.2.1 NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET DRIVERS 125
11.2.2 NORTH AMERICA: COVID-19 IMPACT 126
11.2.3 NORTH AMERICA: REGULATIONS 127
11.2.3.1 Health Insurance Portability and Accountability Act of 1996 127
11.2.3.2 California Consumer Privacy Act 127
11.2.3.3 Gramm–Leach–Bliley Act 127
11.2.3.4 Health Information Technology for Economic and Clinical Health Act 127
11.2.3.5 Sarbanes Oxley Act 128
11.2.3.6 Federal Information Security Management Act 128
11.2.3.7 Payment Card Industry Data Security Standard 128
11.2.3.8 Federal Information Processing Standards 128
FIGURE 42 NORTH AMERICA: MARKET SNAPSHOT 130
TABLE 61 NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY APPLICATION, 2016–2020 (USD MILLION) 130
TABLE 62 NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY APPLICATION, 2021–2026 (USD MILLION) 131
TABLE 63 NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE, 2016–2020 (USD MILLION) 131
TABLE 64 NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE, 2021–2026 (USD MILLION) 131
TABLE 65 NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION) 131
TABLE 66 NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION) 132
TABLE 67 NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 132
TABLE 68 NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 132
TABLE 69 NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY VERTICAL, 2016–2020 (USD MILLION) 133
TABLE 70 NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY VERTICAL, 2021–2026 (USD MILLION) 133
TABLE 71 NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY COUNTRY, 2016–2020 (USD MILLION) 134
TABLE 72 NORTH AMERICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY COUNTRY, 2021–2026 (USD MILLION) 134
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11.2.4 UNITED STATES 134
TABLE 73 UNITED STATES: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION) 134
TABLE 74 UNITED STATES: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION) 135
TABLE 75 UNITED STATES: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 135
TABLE 76 UNITED STATES: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 135
11.2.5 CANADA 135
TABLE 77 CANADA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION) 136
TABLE 78 CANADA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION) 136
TABLE 79 CANADA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 136
TABLE 80 CANADA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 136
11.3 EUROPE 137
11.3.1 EUROPE: DATA WAREHOUSE AS A SERVICE MARKET DRIVERS 137
11.3.2 EUROPE: COVID-19 IMPACT 137
11.3.3 EUROPE: REGULATIONS 138
11.3.3.1 General Data Protection Regulation 138
11.3.3.2 European Committee for Standardization 138
11.3.3.3 European Technical Standards Institute 138
TABLE 81 EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY APPLICATION, 2016–2020 (USD MILLION) 139
TABLE 82 EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY APPLICATION, 2021–2026 (USD MILLION) 139
TABLE 83 EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE,
2016–2020 (USD MILLION) 139
TABLE 84 EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE,
2021–2026 (USD MILLION) 140
TABLE 85 EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION) 140
TABLE 86 EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION) 140
TABLE 87 EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 140
TABLE 88 EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 141
TABLE 89 EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY VERTICAL, 2016–2020 (USD MILLION) 141
TABLE 90 EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION) 142
TABLE 91 EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY COUNTRY, 2016–2020 (USD MILLION) 142
TABLE 92 EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY COUNTRY, 2021–2026 (USD MILLION) 143
11.3.4 UNITED KINGDOM 143
TABLE 93 UNITED KINGDOM: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION) 143
TABLE 94 UNITED KINGDOM: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION) 143
TABLE 95 UNITED KINGDOM: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 144
TABLE 96 UNITED KINGDOM: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 144
11.3.5 GERMANY 144
TABLE 97 GERMANY: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION) 144
TABLE 98 GERMANY: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION) 145
TABLE 99 GERMANY: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 145
TABLE 100 GERMANY: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 145
11.3.6 FRANCE 145
TABLE 101 FRANCE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION) 146
TABLE 102 FRANCE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION) 146
TABLE 103 FRANCE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 146
TABLE 104 FRANCE: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 146
11.3.7 REST OF EUROPE 147
TABLE 105 REST OF EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION) 147
TABLE 106 REST OF EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION) 147
TABLE 107 REST OF EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 147
TABLE 108 REST OF EUROPE: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 148
11.4 ASIA PACIFIC 148
11.4.1 ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET DRIVERS 148
11.4.2 ASIA PACIFIC: COVID-19 IMPACT 149
11.4.3 ASIA PACIFIC: REGULATIONS 149
11.4.3.1 International Organization for Standardization 27001 149
11.4.3.2 Personal Data Protection Act 150
FIGURE 43 ASIA PACIFIC: MARKET SNAPSHOT 151
TABLE 109 ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY APPLICATION, 2016–2020 (USD MILLION) 151
TABLE 110 ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY APPLICATION, 2021–2026 (USD MILLION) 152
TABLE 111 ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE, 2016–2020 (USD MILLION) 152
TABLE 112 ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE, 2021–2026 (USD MILLION) 152
TABLE 113 ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION) 152
TABLE 114 ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION) 153
TABLE 115 ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 153
TABLE 116 ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 153
TABLE 117 ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY VERTICAL, 2016–2020 (USD MILLION) 154
TABLE 118 ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION) 154
TABLE 119 ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY COUNTRY, 2016–2020 (USD MILLION) 155
TABLE 120 ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY COUNTRY, 2021–2026 (USD MILLION) 155
11.4.4 CHINA 155
TABLE 121 CHINA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION) 155
TABLE 122 CHINA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION) 156
TABLE 123 CHINA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 156
TABLE 124 CHINA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 156
11.4.5 JAPAN 156
TABLE 125 JAPAN: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION) 157
TABLE 126 JAPAN: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION) 157
TABLE 127 JAPAN: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 157
TABLE 128 JAPAN: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 157
11.4.6 AUSTRALIA AND NEW ZEALAND 158
TABLE 129 AUSTRALIA AND NEW ZEALAND: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION) 158
TABLE 130 AUSTRALIA AND NEW ZEALAND: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION) 158
TABLE 131 AUSTRALIA AND NEW ZEALAND: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 158
TABLE 132 AUSTRALIA AND NEW ZEALAND: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 159
11.4.7 REST OF ASIA PACIFIC 159
TABLE 133 REST OF ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION) 159
TABLE 134 REST OF ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION) 160
TABLE 135 REST OF ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 160
TABLE 136 REST OF ASIA PACIFIC: DATA WAREHOUSE AS A SERVICE MARKET SIZE,
BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 160
11.5 MIDDLE EAST AND AFRICA 161
11.5.1 MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET DRIVERS 161
11.5.2 MIDDLE EAST AND AFRICA: COVID-19 IMPACT 162
11.5.3 MIDDLE EAST AND AFRICA: REGULATIONS 162
11.5.3.1 ISRAELI Privacy Protection Regulations (Data Security), 5777-2017 162
11.5.3.2 Cloud Computing Framework 162
11.5.3.3 GDPR Applicability in KSA 163
11.5.3.4 Protection of Personal Information Act 163
11.5.3.5 TRA?s IoT Regulatory Policy 163
TABLE 137 MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY APPLICATION, 2016–2020 (USD MILLION) 164
TABLE 138 MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY APPLICATION, 2021–2026 (USD MILLION) 164
TABLE 139 MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE, 2016–2020 (USD MILLION) 164
TABLE 140 MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY TYPE, 2021–2026 (USD MILLION) 165
TABLE 141 MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION) 165
TABLE 142 MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION) 165
TABLE 143 MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 165
TABLE 144 MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 166
TABLE 145 MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY VERTICAL, 2016–2020 (USD MILLION) 166
TABLE 146 MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION) 167
TABLE 147 MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY COUNTRY, 2016–2020 (USD MILLION) 167
TABLE 148 MIDDLE EAST AND AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY COUNTRY, 2021–2026 (USD MILLION) 168
11.5.4 SAUDI ARABIA 168
TABLE 149 SAUDI ARABIA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION) 168
TABLE 150 SAUDI ARABIA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION) 168
TABLE 151 SAUDI ARABIA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 169
TABLE 152 SAUDI ARABIA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 169
11.5.5 UNITED ARAB EMIRATES 169
TABLE 153 UNITED ARAB EMIRATES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION) 169
TABLE 154 UNITED ARAB EMIRATES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2021–2026 (USD MILLION) 170
TABLE 155 UNITED ARAB EMIRATES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 170
TABLE 156 UNITED ARAB EMIRATES: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 170
11.5.6 SOUTH AFRICA 170
TABLE 157 SOUTH AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2020 (USD MILLION) 171
TABLE 158 SOUTH AFRICA: DATA WAREHOUSE AS A SERVICE MARKET SIZE, BY DEPLOYMENT MO