Table of Content

1 INTRODUCTION 20
1.1 OBJECTIVES OF THE STUDY 20
1.2 MARKET DEFINITION 20
1.2.1 INCLUSIONS AND EXCLUSIONS 21
1.3 MARKET SCOPE 21
1.3.1 DATA LAKE MARKET: MARKET SEGMENTATION 21
1.3.2 REGIONAL SCOPE 22
1.4 YEARS CONSIDERED FOR THE STUDY 22
1.5 CURRENCY CONSIDERED 23
1.6 STAKEHOLDERS 23

2 RESEARCH METHODOLOGY 24
2.1 RESEARCH DATA 24
2.1.1 SECONDARY DATA 25
2.1.2 PRIMARY DATA 25
2.1.2.1 Breakup of primary profiles 26
2.1.2.2 Key industry insights 26
2.2 MARKET BREAKUP AND DATA TRIANGULATION 27
2.3 MARKET SIZE ESTIMATION 27
2.3.1 TOP-DOWN APPROACH 28
2.3.2 BOTTOM-UP APPROACH 28
2.4 MARKET FORECAST 29
2.5 RESEARCH ASSUMPTIONS 30
2.6 LIMITATIONS OF THE STUDY 30

3 EXECUTIVE SUMMARY 31

4 PREMIUM INSIGHTS 38
4.1 ATTRACTIVE MARKET OPPORTUNITIES IN THE DATA LAKE MARKET 38
4.2 DATA LAKE MARKET: TOP 3 BUSINESS FUNCTIONS 38
4.3 DATA LAKE MARKET, BY REGION 39
4.4 DATA LAKE MARKET IN NORTH AMERICA, BY BUSINESS FUNCTION AND
INDUSTRY VERTICAL 39
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5 MARKET OVERVIEW AND INDUSTRY TRENDS 40
5.1 INTRODUCTION 40
5.2 MARKET DYNAMICS 40
5.2.1 DRIVERS 41
5.2.1.1 Simplified access to organizational data in departmental silos, mainframe, and legacy systems 41
5.2.1.2 Increasing need to extract in-depth insights from growing volumes of data to gain competitive advantage 41
5.2.2 RESTRAINTS 41
5.2.2.1 Absence of metadata in data lake leading to data swamps 41
5.2.3 OPPORTUNITIES 42
5.2.3.1 Shift toward cloud-based data platforms to manage and mitigate data issues 42
5.2.3.2 Rise in adoption of advanced technologies, such as AI and analytics 42
5.2.4 CHALLENGES 43
5.2.4.1 Complexities due to regulatory compliance for data usage 43
5.3 USE CASES 44
5.3.1 USE CASE: SCENARIO 1 44
5.3.2 USE CASE: SCENARIO 2 45
5.3.3 USE CASE: SCENARIO 3 45
5.3.4 USE CASE: SCENARIO 4 46
5.4 REGULATORY IMPLICATIONS 46
5.4.1 GENERAL DATA PROTECTION REGULATION 47
5.4.2 PAYMENT CARD INDUSTRY DATA SECURITY STANDARD 47
5.4.3 THE INTERNATIONAL ORGANIZATION FOR STANDARDIZATION 27001 47
5.4.4 CALIFORNIA CONSUMER PRIVACY ACT 48
5.4.5 HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT OF 1996 48
5.4.6 HEALTH INFORMATION TECHNOLOGY FOR ECONOMIC AND CLINICAL HEALTH ACT 48
5.4.7 EUROPEAN MARKET INFRASTRUCTURE REGULATION 49
5.4.8 BASEL COMMITTEE ON BANKING SUPERVISION 239 COMPLIANCE 49
5.4.9 SARBANES-OXLEY ACT OF 2002 49
5.4.10 PERSONAL DATA PROTECTION ACT 49
5.5 ENTERPRISE DATA LAKE ARCHITECTURE 50

6 DATA LAKE MARKET, BY COMPONENT 52
6.1 INTRODUCTION 53
6.2 SOLUTIONS 54
6.3 DATA DISCOVERY 56
6.3.1 GROWING NEED TO IDENTIFY THE USEFUL CONTENT IN DATA DRIVING THE ADOPTION OF DATA DISCOVERY SOLUTIONS 56
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6.4 DATA INTEGRATION AND MANAGEMENT 57
6.4.1 NEED TO INGEST, MANAGE, AND GOVERN DATA DRIVING THE ADOPTION OF DATA INTEGRATION AND MANAGEMENT SOLUTIONS 57
6.5 DATA LAKE ANALYTICS 58
6.5.1 GROWING DEMAND FOR REAL-TIME DATA ANALYTICS TO MAKE BUSINESS DECISIONS DRIVING THE ADOPTION OF DATA LAKE ANALYTICS SOLUTIONS 58
6.6 DATA VISUALIZATION 59
6.6.1 BUSINESS NEED TO BETTER UNDERSTAND INSIGHTS GENERATED FROM DATA LAKE ANALYTICS DRIVING THE ADOPTION OF DATA VISUALIZATION SOLUTIONS 59
6.7 SERVICES 60
6.7.1 MANAGED SERVICES 61
6.7.1.1 Growing need for businesses to focus on core operations and streamline automated processes for data management driving the demand for managed services 61
6.7.2 PROFESSIONAL SERVICES 62
6.7.2.1 Increase in technicalities in the deployment and implementation of data lake solutions to drive the demand for professional services 62
6.7.3 CONSULTING 64
6.7.3.1 Technicalities in data lake solutions to boost the demand for consulting services 64
6.7.4 SYSTEM INTEGRATION AND DEPLOYMENT 65
6.7.4.1 Need for seamless deployment of data lake solutions to drive the demand for system integration and deployment services 65
6.7.5 SUPPORT AND MAINTENANCE 65
6.7.5.1 Growing deployment of data lake solutions to fuel the demand for support and maintenance services 65

7 DATA LAKE MARKET, BY DEPLOYMENT MODE 67
7.1 INTRODUCTION 68
7.2 ON-PREMISES 69
7.2.1 NEED FOR DATA SECURITY TO BOOST THE ADOPTION OF ON-PREMISES DATA LAKE SOLUTIONS 69
7.3 CLOUD 70
7.3.1 BENEFITS SUCH AS COST-EFFECTIVENESS AND SCALABILITY TO DRIVE THE ADOPTION OF CLOUD-BASED DATA LAKE SOLUTIONS 70

8 DATA LAKE MARKET, BY ORGANIZATION SIZE 71
8.1 INTRODUCTION 72
8.2 LARGE ENTERPRISES 73
8.2.1 NEED TO STORE LARGE VOLUMES OF DATA BEING GENERATED FROM BUSINESS AND CUSTOMERS AND ENABLE DATA-DRIVEN DECISIONS DRIVING THE ADOPTION OF DATA LAKE SOLUTIONS AND SERVICES IN LARGE ENTERPRISES 73
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8.3 SMALL AND MEDIUM-SIZED ENTERPRISES 74
8.3.1 NEED TO STORE DATA OF THE GROWING TARGET AUDIENCE GLOBALLY AND EXTRACT GREATER VALUE FROM THEIR DATA DRIVING THE ADOPTION OF DATA LAKE SOLUTIONS IN SMALL AND MEDIUM-SIZED ENTERPRISES 74

9 DATA LAKE MARKET, BY BUSINESS FUNCTION 75
9.1 INTRODUCTION 76
9.2 MARKETING 77
9.2.1 INCREASED DEMAND FOR PRECISE BUYER SEGMENTATION TO FUEL THE ADOPTION OF DATA LAKE SOLUTIONS IN MARKETING 77
9.3 SALES 78
9.3.1 NEED TO GENERATE AUTOMATED SALES PATTERN TO ENHANCE CUSTOMER TARGETING DRIVING THE ADOPTION OF DATA LAKE SOLUTIONS IN SALES 78
9.4 OPERATIONS 79
9.4.1 GROWING NEED TO ENHANCE OPERATIONS BY EVALUATING INTERNAL PROCESSES DRIVING THE ADOPTION OF DATA LAKE SOLUTIONS IN OPERATIONS 79
9.5 FINANCE 80
9.5.1 NEED TO MANAGE FRAUD AND RISKS BY DETERMINING CREDITWORTHINESS AND MARKET VOLATILITY DRIVING THE ADOPTION OF DATA LAKE SOLUTIONS IN FINANCE 80
9.6 HUMAN RESOURCES 81
9.6.1 NEED TO PREDICT LEADERSHIP REQUIREMENTS AND PERFORM EMPLOYEE SENTIMENT ANALYSIS DRIVING THE ADOPTION OF DATA LAKE SOLUTIONS IN HUMAN RESOURCES 81

10 DATA LAKE MARKET, BY INDUSTRY VERTICAL 82
10.1 INTRODUCTION 83
10.2 BANKING, FINANCIAL SERVICES, AND INSURANCE 85
10.2.1 GROWING NEED TO PERSONALIZE CUSTOMER ENGAGEMENT AND MITIGATE RISKS DRIVING THE ADOPTION OF DATA LAKE SOLUTIONS IN THE BANKING, FINANCIAL SERVICES, AND INSURANCE INDUSTRY VERTICAL 85
10.3 TELECOMMUNICATIONS AND IT 86
10.3.1 ABILITY OF DATA LAKE SOLUTION TO VISUALIZE COMPLEX NETWORKS AND OPTIMIZE OPERATIONS DRIVING ITS ADOPTION IN THE TELECOMMUNICATIONS AND IT INDUSTRY VERTICAL 86
10.4 RETAIL AND ECOMMERCE 87
10.4.1 GROWING DEMAND FOR PERSONALIZED BUYER SEGMENTATION AND REAL-TIME CUSTOMER BEHAVIOR-BASED EXPERIENCE DRIVING THE ADOPTION OF DATA LAKE SOLUTIONS IN THE RETAIL AND ECOMMERCE INDUSTRY VERTICAL 87
10.5 HEALTHCARE AND LIFE SCIENCES 88
10.5.1 GROWING NEED TO LEVERAGE DATA TO CONTROL FRAUD, ENHANCE PATIENT EXPERIENCE, AND OFFER PERSONALIZED TREATMENT IN REAL TIME DRIVING THE ADOPTION OF DATA LAKE SOLUTIONS IN THE HEALTHCARE AND LIFE SCIENCES INDUSTRY VERTICAL 88
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10.6 MANUFACTURING 89
10.6.1 GROWING NEED TO ADAPT TO THE CHANGING NEEDS OF BUSINESSES, EXTEND THE LIFESPAN OF FACTORY EQUIPMENT, ENHANCE PRODUCT QUALITY, AND REDUCE THE RISK OF PRODUCTION DELAYS DRIVING THE ADOPTION OF DATA LAKE SOLUTIONS IN THE MANUFACTURING INDUSTRY VERTICAL 89
10.7 ENERGY AND UTILITIES 90
10.7.1 GROWING NEED TO ANALYZE THE DATA BEING GENERATED FROM SMART METERS AND ASSETS DRIVING THE ADOPTION OF DATA LAKE SOLUTIONS IN THE ENERGY AND UTILITIES INDUSTRY VERTICAL 90
10.8 MEDIA AND ENTERTAINMENT 91
10.8.1 NEED TO MANAGE AND UTILIZE THE GROWING DATA FLOW FROM SOCIAL MEDIA AND PERSONALIZE VIEWER EXPERIENCE DRIVING THE ADOPTION OF DATA LAKE SOLUTIONS IN THE MEDIA AND ENTERTAINMENT INDUSTRY VERTICAL 91
10.9 GOVERNMENT 92
10.9.1 GROWING DEMAND FOR ENHANCED DATA SECURITY AND ADVANCED INTELLIGENCE TO BOOST THE ADOPTION OF DATA LAKE SOLUTIONS IN THE GOVERNMENT SECTOR 92
10.10 OTHERS 93
11 DATA LAKE MARKET, BY REGION 94
11.1 INTRODUCTION 95
11.2 NORTH AMERICA 97
11.2.1 UNITED STATES 102
11.2.1.1 Government?s focus on innovation and research to fuel the adoption of data lake solutions in the US 102
11.2.2 CANADA 103
11.2.2.1 Rise in shift toward data lake infrastructure to boost the adoption of data lake solutions and services in Canada 103
11.3 EUROPE 103
11.3.1 UNITED KINGDOM 108
11.3.1.1 Increasing government initiatives to fuel the adoption of data lake solutions in the UK 108
11.3.2 GERMANY 108
11.3.2.1 Growing adoption of IoT by tech companies to provide opportunities for development of data lake solutions in Germany 108
11.3.3 FRANCE 109
11.3.3.1 Focus on R&D and heavy inflow of capital from global players and investors to drive the growth of data lake market in France 109
11.3.4 ITALY 110
11.3.4.1 Awareness among companies of the opportunities that data analysis offers to boost the growth of data lake market in Italy 110
11.3.5 REST OF EUROPE 110
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11.4 ASIA PACIFIC 111
11.4.1 CHINA 117
11.4.1.1 Increasing focus on integrating AI, IoT, and big data technologies to drive the adoption of data lake solutions in China 117
11.4.2 JAPAN 118
11.4.2.1 Existing market and already adopted big data analytics technology to boost the growth of data lake market in Japan 118
11.4.3 INDIA 118
11.4.3.1 Enormous data generation from increased use of smart devices compelling organizations to adopt data lake solutions for efficient data management in India 118
11.4.4 REST OF ASIA PACIFIC 119
11.5 MIDDLE EAST AND AFRICA 120
11.5.1 KINGDOM OF SAUDI ARABIA 124
11.5.1.1 Government initiatives and investments to support the adoption of data lake solutions in KSA 124
11.5.2 UNITED ARAB EMIRATES 125
11.5.2.1 Advanced analytics to manage the growing volumes of data driving the growth of data lake market in the UAE 125
11.5.3 SOUTH AFRICA 126
11.5.3.1 Increasing adoption of data lake among enterprises to boost the market growth in South Africa 126
11.5.4 REST OF MIDDLE EAST AND AFRICA 126
11.6 LATIN AMERICA 127
11.6.1 BRAZIL 132
11.6.1.1 Need to offer enhanced customer experience and improved business processes driving the growth of data lake market in Brazil 132
11.6.2 MEXICO 132
11.6.2.1 Investments by multinational companies to boost the growth of data lake market in Brazil 132
11.6.3 ARGENTINA 133
11.6.3.1 Investments by multinational companies to fuel the growth of data lake market in Brazil 133
11.6.4 REST OF LATIN AMERICA 134

12 COMPETITIVE LANDSCAPE 135
12.1 INTRODUCTION 135
12.2 COMPETITIVE LEADERSHIP MAPPING 135
12.2.1 VISIONARY LEADERS 135
12.2.2 INNOVATORS 135
12.2.3 DYNAMIC DIFFERENTIATORS 135
12.2.4 EMERGING COMPANIES 136
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13 COMPANY PROFILES 137
13.1 INTRODUCTION 137
(Business Overview, Platforms, Solutions, Products & Services, Key Insights, Recent Developments, SWOT Analysis, MnM View)*
13.2 MICROSOFT 137
13.3 AWS 141
13.4 IBM 144
13.5 ORACLE 147
13.6 CLOUDERA 150
13.7 SAS INSTITUTE 154
13.8 INFORMATICA 157
13.9 TERADATA 160
13.10 TCS 163
13.11 ATOS 165
13.12 HPE 167
13.13 CAZENA 170
13.14 ZALONI 172
13.15 TEMENOS 174
13.16 GOOGLE 176
13.17 DREMIO 177
13.18 EXACASTER 178
13.19 KOVERSE 178
13.20 UPSOLVER 179
13.21 INFOWORKS.IO 179
13.22 SNOWFLAKE 180
13.23 BIGSTEP 180
13.24 RIGHT-TO-WIN 181
*Details on Business Overview, Platforms, Solutions, Products & Services, Key Insights, Recent Developments, SWOT Analysis, MnM View might not be captured in case of unlisted companies.

14 APPENDIX 182
14.1 INDUSTRY EXPERTS 182
14.2 DISCUSSION GUIDE 182
14.3 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 189
14.4 AVAILABLE CUSTOMIZATIONS 191
14.5 RELATED REPORTS 191
14.6 AUTHOR DETAILS 192



List of Figures



FIGURE 1 DATA LAKE MARKET: RESEARCH DESIGN 24
FIGURE 2 DATA LAKE MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 28
FIGURE 3 DATA LAKE MARKET SNAPSHOT, BY COMPONENT 33
FIGURE 4 DATA LAKE MARKET SNAPSHOT, BY SOLUTION 33
FIGURE 5 DATA LAKE MARKET SNAPSHOT, BY SERVICE 34
FIGURE 6 DATA LAKE MARKET SNAPSHOT, BY PROFESSIONAL SERVICE 34
FIGURE 7 DATA LAKE MARKET SNAPSHOT, BY DEPLOYMENT MODE 35
FIGURE 8 DATA LAKE MARKET SNAPSHOT, BY ORGANIZATION SIZE 35
FIGURE 9 DATA LAKE MARKET SNAPSHOT, BY BUSINESS FUNCTION 36
FIGURE 10 DATA LAKE MARKET SNAPSHOT, BY INDUSTRY VERTICAL 36
FIGURE 11 DATA LAKE MARKET SNAPSHOT, BY REGION 37
FIGURE 12 INCREASING NEED TO EXTRACT IN-DEPTH INSIGHT FROM GROWING VOLUMES OF DATA AND SIMPLIFIED ACCESS TO ORGANIZATION DATA ARE THE KEY FACTORS DRIVING THE OVERALL GROWTH OF DATA LAKE MARKET 38
FIGURE 13 OPERATIONS BUSINESS FUNCTION TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 38
FIGURE 14 NORTH AMERICA TO HOLD THE HIGHEST MARKET SHARE IN 2019 39
FIGURE 15 MARKETING BUSINESS FUNCTION AND BANKING, FINANCIAL SERVICES, AND INSURANCE INDUSTRY VERTICAL ACCOUNTED FOR THE HIGHEST SHARES IN THE DATA LAKE MARKET IN 2019 39
FIGURE 16 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: DATA LAKE MARKET 40
FIGURE 17 ENTERPRISE DATA LAKE ARCHITECTURE 50
FIGURE 18 SERVICES SEGMENT TO REGISTER A HIGHER CAGR DURING
THE FORECAST PERIOD 53
FIGURE 19 DATA VISUALIZATION SEGMENT TO REGISTER THE HIGHEST CAGR DURING THE FORECAST PERIOD 54
FIGURE 20 MANAGED SERVICES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 60
FIGURE 21 CONSULTING SEGMENT TO GROW AT THE HIGHEST CAGR DURING
THE FORECAST PERIOD 63
FIGURE 22 CLOUD SEGMENT TO REGISTER A HIGHER CAGR DURING THE FORECAST PERIOD 68
FIGURE 23 SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT TO REGISTER A HIGHER CAGR DURING THE FORECAST PERIOD 72
FIGURE 24 OPERATIONS SEGMENT TO REGISTER THE HIGHEST CAGR DURING
THE FORECAST PERIOD 76
FIGURE 25 HEALTHCARE AND LIFE SCIENCES INDUSTRY VERTICAL TO GROW AT
THE HIGHEST CAGR DURING THE FORECAST PERIOD 83
FIGURE 26 NORTH AMERICA TO ACCOUNT FOR THE LARGEST MARKET SIZE DURING
THE FORECAST PERIOD 95
FIGURE 27 INDIA DATA LAKE MARKET TO REGISTER THE HIGHEST CAGR AMONG ALL COUNTRIES DURING THE FORECAST PERIOD 96
FIGURE 28 ASIA PACIFIC TO ACCOUNT FOR THE HIGHEST CAGR DURING
THE FORECAST PERIOD 96
FIGURE 29 NORTH AMERICA: MARKET SNAPSHOT 98
FIGURE 30 OPERATIONS SEGMENT TO REGISTER THE HIGHEST CAGR DURING
THE FORECAST PERIOD 98
FIGURE 31 OPERATIONS SEGMENT TO GROW AT THE HIGHEST CAGR DURING
THE FORECAST PERIOD 104
FIGURE 32 ASIA PACIFIC: MARKET SNAPSHOT 112
FIGURE 33 OPERATIONS SEGMENT TO GROW AT THE HIGHEST CAGR DURING
THE FORECAST PERIOD 113
FIGURE 34 OPERATIONS SEGMENT TO GROW AT THE HIGHEST CAGR IN MIDDLE EAST AND AFRICA DURING THE FORECAST PERIOD 120
FIGURE 35 OPERATIONS SEGMENT TO GROW AT THE HIGHEST CAGR IN LATIN AMERICA DURING THE FORECAST PERIOD 128
FIGURE 36 DATA LAKE MARKET (GLOBAL), COMPETITIVE LEADERSHIP MAPPING, 2018 136
FIGURE 37 MICROSOFT: COMPANY SNAPSHOT 138
FIGURE 38 MICROSOFT: SWOT ANALYSIS 140
FIGURE 39 AWS: COMPANY SNAPSHOT 141
FIGURE 40 AWS: SWOT ANALYSIS 143
FIGURE 41 IBM: COMPANY SNAPSHOT 144
FIGURE 42 IBM: SWOT ANALYSIS 146
FIGURE 43 ORACLE: COMPANY SNAPSHOT 147
FIGURE 44 ORACLE: SWOT ANALYSIS 149
FIGURE 45 CLOUDERA: COMPANY SNAPSHOT 150
FIGURE 46 CLOUDERA: SWOT ANALYSIS 153
FIGURE 47 SAS INSTITUTE: COMPANY SNAPSHOT 154
FIGURE 48 SAS INSTITUTE: SWOT ANALYSIS 156
FIGURE 49 TERADATA: COMPANY SNAPSHOT 160
FIGURE 50 TCS: COMPANY SNAPSHOT 163
FIGURE 51 ATOS: COMPANY SNAPSHOT 165
FIGURE 52 HPE: COMPANY SNAPSHOT 167
FIGURE 53 TEMENOS: COMPANY SNAPSHOT 174
FIGURE 54 GOOGLE: COMPANY SNAPSHOT 176

 

List of Tables



TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2015–2018 23
TABLE 2 FACTOR ANALYSIS 29
TABLE 3 GLOBAL DATA LAKE MARKET SIZE AND GROWTH RATE 2017–2024 (USD MILLION, Y-O-Y %) 33
TABLE 4 DATA LAKE MARKET SIZE, BY COMPONENT, 2017–2024 (USD MILLION) 53
TABLE 5 DATA LAKE MARKET SIZE, BY SOLUTION, 2017–2024 (USD MILLION) 55
TABLE 6 SOLUTIONS: DATA LAKE MARKET SIZE, BY REGION, 2017–2024 (USD MILLION) 55
TABLE 7 DATA DISCOVERY: DATA LAKE MARKET SIZE, BY REGION 2017–2024 (USD MILLION) 56
TABLE 8 DATA INTEGRATION AND MANAGEMENT: DATA LAKE MARKET SIZE, BY REGION, 2017–2024 (USD MILLION) 57
TABLE 9 DATA LAKE ANALYTICS: DATA LAKE MARKET SIZE, BY REGION 2017–2024 (USD MILLION) 58
TABLE 10 DATA VISUALIZATION: DATA LAKE MARKET SIZE, BY REGION 2017–2024 (USD MILLION) 59
TABLE 11 SERVICES: DATA LAKE MARKET SIZE, BY SERVICE, 2017–2024 (USD MILLION) 60
TABLE 12 SERVICES: DATA LAKE MARKET SIZE, BY REGION, 2017–2024 (USD MILLION) 61
TABLE 13 MANAGED SERVICES MARKET SIZE, BY REGION, 2017–2024 (USD MILLION) 62
TABLE 14 PROFESSIONAL SERVICES MARKET SIZE, BY REGION, 2017–2024 (USD MILLION) 63
TABLE 15 CONSULTING: DATA LAKE MARKET SIZE, BY REGION, 2017–2024 (USD MILLION) 64
TABLE 16 SYSTEM INTEGRATION AND DEPLOYMENT: DATA LAKE MARKET SIZE, BY REGION, 2017–2024 (USD MILLION) 65
TABLE 17 SUPPORT AND MAINTENANCE: DATA LAKE MARKET SIZE, BY REGION 2017–2024 (USD MILLION) 66
TABLE 18 DATA LAKE MARKET SIZE, BY DEPLOYMENT MODE, 2017–2024 (USD MILLION) 68
TABLE 19 ON-PREMISES: DATA LAKE MARKET SIZE, BY REGION, 2017–2024 (USD MILLION) 69
TABLE 20 CLOUD: DATA LAKE MARKET SIZE, BY REGION, 2017–2024 (USD MILLION) 70
TABLE 21 DATA LAKE MARKET SIZE, BY ORGANIZATION SIZE, 2017–2024 (USD MILLION) 72
TABLE 22 LARGE ENTERPRISES: DATA LAKE MARKET SIZE, BY REGION 2017–2024 (USD MILLION) 73
TABLE 23 SMALL AND MEDIUM-SIZED ENTERPRISES: DATA LAKE MARKET SIZE, BY REGION, 2017–2024 (USD MILLION) 74
TABLE 24 DATA LAKE MARKET SIZE, BY BUSINESS FUNCTION, 2017–2024 (USD MILLION) 76
TABLE 25 MARKETING: DATA LAKE MARKET SIZE, BY REGION, 2017–2024 (USD MILLION) 77
TABLE 26 SALES: DATA LAKE MARKET SIZE, BY REGION, 2017–2024 (USD MILLION) 78
TABLE 27 OPERATIONS: DATA LAKE MARKET SIZE, BY REGION, 2017–2024 (USD MILLION) 79
TABLE 28 FINANCE: DATA LAKE MARKET SIZE, BY REGION, 2017–2024 (USD MILLION) 80
TABLE 29 HUMAN RESOURCES: DATA LAKE MARKET SIZE, BY REGION 2017–2024 (USD MILLION) 81
TABLE 30 DATA LAKE MARKET SIZE, BY INDUSTRY VERTICAL, 2017–2024 (USD MILLION) 84
TABLE 31 BANKING, FINANCIAL SERVICES, AND INSURANCE: DATA LAKE MARKET SIZE BY REGION, 2017–2024 (USD MILLION) 85
TABLE 32 TELECOMMUNICATIONS AND IT: DATA LAKE MARKET SIZE, BY REGION 2017–2024 (USD MILLION) 86
TABLE 33 RETAIL AND ECOMMERCE: DATA LAKE MARKET SIZE, BY REGION 2017–2024 (USD MILLION) 87
TABLE 34 HEALTHCARE AND LIFE SCIENCES: DATA LAKE MARKET SIZE, BY REGION 2017–2024 (USD MILLION) 88
TABLE 35 MANUFACTURING: DATA LAKE MARKET SIZE, BY REGION 2017–2024 (USD MILLION) 89
TABLE 36 ENERGY AND UTILITIES: DATA LAKE MARKET SIZE, BY REGION 2017–2024 (USD MILLION) 90
TABLE 37 MEDIA AND ENTERTAINMENT: DATA LAKE MARKET SIZE, BY REGION 2017–2024 (USD MILLION) 91
TABLE 38 GOVERNMENT: DATA LAKE MARKET SIZE, BY REGION, 2017–2024 (USD MILLION) 92
TABLE 39 OTHERS: DATA LAKE MARKET SIZE, BY REGION, 2017–2024 (USD MILLION) 93
TABLE 40 DATA LAKE MARKET SIZE, BY REGION, 2017–2024 (USD MILLION) 97
TABLE 41 NORTH AMERICA: DATA LAKE MARKET SIZE, BY COMPONENT 2017–2024 (USD MILLION) 99
TABLE 42 NORTH AMERICA: DATA LAKE MARKET SIZE, BY SOLUTION 2017–2024 (USD MILLION) 99
TABLE 43 NORTH AMERICA: DATA LAKE MARKET SIZE, BY SERVICE 2017–2024 (USD MILLION) 99
TABLE 44 NORTH AMERICA: DATA LAKE MARKET SIZE, BY PROFESSIONAL SERVICE 2017–2024 (USD MILLION) 100
TABLE 45 NORTH AMERICA: DATA LAKE MARKET SIZE, BY DEPLOYMENT MODE 2017–2024 (USD MILLION) 100
TABLE 46 NORTH AMERICA: DATA LAKE MARKET SIZE, BY ORGANIZATION SIZE 2017–2024 (USD MILLION) 100
TABLE 47 NORTH AMERICA: DATA LAKE MARKET SIZE, BY BUSINESS FUNCTION 2017–2024 (USD MILLION) 101
TABLE 48 NORTH AMERICA: DATA LAKE MARKET SIZE, BY INDUSTRY VERTICAL 2017–2024 (USD MILLION) 101
TABLE 49 NORTH AMERICA: DATA LAKE MARKET SIZE, BY COUNTRY 2017–2024 (USD MILLION) 102
TABLE 50 UNITED STATES: DATA LAKE MARKET SIZE, BY COMPONENT 2017–2024 (USD MILLION) 102
TABLE 51 CANADA: DATA LAKE MARKET SIZE, BY COMPONENT, 2017–2024 (USD MILLION) 103
TABLE 52 EUROPE: DATA LAKE MARKET SIZE, BY COMPONENT, 2017–2024 (USD MILLION) 104
TABLE 53 EUROPE: DATA LAKE MARKET SIZE, BY SOLUTION, 2017–2024 (USD MILLION) 104
TABLE 54 EUROPE: DATA LAKE MARKET SIZE, BY SERVICE, 2017–2024 (USD MILLION) 105
TABLE 55 EUROPE: DATA LAKE MARKET SIZE, BY PROFESSIONAL SERVICE 2017–2024 (USD MILLION) 105
TABLE 56 EUROPE: DATA LAKE MARKET SIZE, BY DEPLOYMENT MODE 2017–2024 (USD MILLION) 105
TABLE 57 EUROPE: DATA LAKE MARKET SIZE, BY ORGANIZATION SIZE 2017–2024 (USD MILLION) 106
TABLE 58 EUROPE: DATA LAKE MARKET SIZE, BY BUSINESS FUNCTION 2017–2024 (USD MILLION) 106
TABLE 59 EUROPE: DATA LAKE MARKET SIZE, BY INDUSTRY VERTICAL 2017–2024 (USD MILLION) 107
TABLE 60 EUROPE: DATA LAKE MARKET SIZE, BY COUNTRY, 2017–2024 (USD MILLION) 107
TABLE 61 UNITED KINGDOM: DATA LAKE MARKET SIZE, BY COMPONENT 2017–2024 (USD MILLION) 108
TABLE 62 GERMANY: DATA LAKE MARKET SIZE, BY COMPONENT 2017–2024 (USD MILLION) 109
TABLE 63 FRANCE: DATA LAKE MARKET SIZE, BY COMPONENT, 2017–2024 (USD MILLION) 109
TABLE 64 ITALY: DATA LAKE MARKET SIZE, BY COMPONENT, 2017–2024 (USD MILLION) 110
TABLE 65 REST OF EUROPE: DATA LAKE MARKET SIZE, BY COMPONENT 2017–2024 (USD MILLION) 111
TABLE 66 ASIA PACIFIC: DATA LAKE MARKET SIZE, BY COMPONENT 2017–2024 (USD MILLION) 113
TABLE 67 ASIA PACIFIC: DATA LAKE MARKET SIZE, BY SOLUTION, 2017–2024 (USD MILLION) 113
TABLE 68 ASIA PACIFIC: DATA LAKE MARKET SIZE, BY SERVICE, 2017–2024 (USD MILLION) 114
TABLE 69 ASIA PACIFIC: DATA LAKE MARKET SIZE, BY PROFESSIONAL SERVICE 2017–2024 (USD MILLION) 114
TABLE 70 ASIA PACIFIC: DATA LAKE MARKET SIZE, BY DEPLOYMENT MODE 2017–2024 (USD MILLION) 114
TABLE 71 ASIA PACIFIC: DATA LAKE MARKET SIZE, BY ORGANIZATION SIZE 2017–2024 (USD MILLION) 115
TABLE 72 ASIA PACIFIC: DATA LAKE MARKET SIZE, BY BUSINESS FUNCTION 2017–2024 (USD MILLION) 115
TABLE 73 ASIA PACIFIC: DATA LAKE MARKET SIZE, BY INDUSTRY VERTICAL 2017–2024 (USD MILLION) 116
TABLE 74 ASIA PACIFIC: DATA LAKE MARKET SIZE, BY COUNTRY, 2017–2024 (USD MILLION) 116
TABLE 75 CHINA: DATA LAKE MARKET SIZE, BY COMPONENT, 2017–2024 (USD MILLION) 117
TABLE 76 JAPAN: DATA LAKE MARKET SIZE, BY COMPONENT, 2017–2024 (USD MILLION) 118
TABLE 77 INDIA: DATA LAKE MARKET SIZE, BY COMPONENT, 2017–2024 (USD MILLION) 119
TABLE 78 REST OF ASIA PACIFIC: DATA LAKE MARKET SIZE, BY COMPONENT 2017–2024 (USD MILLION) 119
TABLE 79 MIDDLE EAST AND AFRICA: DATA LAKE MARKET SIZE, BY COMPONENT 2017–2024 (USD MILLION) 120
TABLE 80 MIDDLE EAST AND AFRICA: DATA LAKE MARKET SIZE, BY SOLUTION 2017–2024 (USD MILLION) 121
TABLE 81 MIDDLE EAST AND AFRICA: DATA LAKE MARKET SIZE, BY SERVICE 2017–2024 (USD MILLION) 121
TABLE 82 MIDDLE EAST AND AFRICA: DATA LAKE MARKET SIZE, BY PROFESSIONAL SERVICE, 2017–2024 (USD MILLION) 122
TABLE 83 MIDDLE EAST AND AFRICA: DATA LAKE MARKET SIZE, BY DEPLOYMENT MODE, 2017–2024 (USD MILLION) 122
TABLE 84 MIDDLE EAST AND AFRICA: DATA LAKE MARKET SIZE, BY ORGANIZATION SIZE, 2017–2024 (USD MILLION) 122
TABLE 85 MIDDLE EAST AND AFRICA: DATA LAKE MARKET SIZE, BY BUSINESS FUNCTION, 2017–2024 (USD MILLION) 123
TABLE 86 MIDDLE EAST AND AFRICA: DATA LAKE MARKET SIZE, BY INDUSTRY VERTICAL, 2017–2024 (USD MILLION) 123
TABLE 87 MIDDLE EAST AND AFRICA: DATA LAKE MARKET SIZE, BY COUNTRY 2017–2024 (USD MILLION) 124
TABLE 88 KINGDOM OF SAUDI ARABIA: DATA LAKE MARKET SIZE, BY COMPONENT 2017–2024 (USD MILLION) 125
TABLE 89 UNITED ARAB EMIRATES: DATA LAKE MARKET SIZE, BY COMPONENT 2017–2024 (USD MILLION) 125
TABLE 90 SOUTH AFRICA: DATA LAKE MARKET SIZE, BY COMPONENT 2017–2024 (USD MILLION) 126
TABLE 91 REST OF MIDDLE EAST AND AFRICA: DATA LAKE MARKET SIZE, BY COMPONENT, 2017–2024 (USD MILLION) 127
TABLE 92 LATIN AMERICA: DATA LAKE MARKET SIZE, BY COMPONENT 2017–2024 (USD MILLION) 128
TABLE 93 LATIN AMERICA: DATA LAKE MARKET SIZE, BY SOLUTION 2017–2024 (USD MILLION) 128
TABLE 94 LATIN AMERICA: DATA LAKE MARKET SIZE, BY SERVICE 2017–2024 (USD MILLION) 129
TABLE 95 LATIN AMERICA: DATA LAKE MARKET SIZE, BY PROFESSIONAL SERVICE 2017–2024 (USD MILLION) 129
TABLE 96 LATIN AMERICA: DATA LAKE MARKET SIZE, BY DEPLOYMENT MODE 2017–2024 (USD MILLION) 129
TABLE 97 LATIN AMERICA: DATA LAKE MARKET SIZE, BY ORGANIZATION SIZE 2017–2024 (USD MILLION) 130
TABLE 98 LATIN AMERICA: DATA LAKE MARKET SIZE, BY BUSINESS FUNCTION 2017–2024 (USD MILLION) 130
TABLE 99 LATIN AMERICA: DATA LAKE MARKET SIZE, BY INDUSTRY VERTICAL 2017–2024 (USD MILLION) 131
TABLE 100 LATIN AMERICA: DATA LAKE MARKET SIZE, BY COUNTRY 2017–2024 (USD MILLION) 131
TABLE 101 BRAZIL: DATA LAKE MARKET SIZE, BY COMPONENT, 2017–2024 (USD MILLION) 132
TABLE 102 MEXICO: DATA LAKE MARKET SIZE, BY COMPONENT, 2017–2024 (USD MILLION) 133
TABLE 103 ARGENTINA: DATA LAKE MARKET SIZE, BY COMPONENT 2017–2024 (USD MILLION) 133
TABLE 104 REST OF LATIN AMERICA: DATA LAKE MARKET SIZE, BY COMPONENT 2017–2024 (USD MILLION) 134
TABLE 105 EVALUATION CRITERIA 135