Streaming Analytics Market with COVID-19 Impact Analysis - Global Forecast to 2026

Table of Content

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"1    INTRODUCTION    30
1.1    INTRODUCTION TO COVID-19    30
1.2    COVID-19 HEALTH ASSESSMENT    30
FIGURE 1    COVID-19: GLOBAL PROPAGATION    30
FIGURE 2    COVID-19 PROPAGATION: SELECT COUNTRIES    31
1.3    COVID-19 ECONOMIC ASSESSMENT    32
FIGURE 3    REVISED GROSS DOMESTIC PRODUCT FORECASTS FOR SELECT G20 COUNTRIES IN 2020    32
1.3.1    COVID-19 ECONOMIC IMPACT—SCENARIO ASSESSMENT    33
FIGURE 4    CRITERIA IMPACTING THE GLOBAL ECONOMY    33
FIGURE 5    SCENARIOS IN TERMS OF RECOVERY OF THE GLOBAL ECONOMY    34
1.4    OBJECTIVES OF THE STUDY    35
1.5    MARKET DEFINITION    35
1.5.1    INCLUSIONS AND EXCLUSIONS    36
1.6    MARKET SCOPE    36
1.6.1    MARKET SEGMENTATION    37
1.6.2    YEARS CONSIDERED FOR THE STUDY    37
1.7    CURRENCY CONSIDERED    38
TABLE 1    UNITED STATES DOLLAR EXCHANGE RATE, 2018–2021    38
1.8    STAKEHOLDERS    38
1.9    SUMMARY OF CHANGES    38
2    RESEARCH METHODOLOGY    40
2.1    RESEARCH DATA    40
FIGURE 6    GLOBAL STREAMING ANALYTICS MARKET: RESEARCH DESIGN    40
2.1.1    SECONDARY DATA    41
2.1.2    PRIMARY DATA    41
2.1.2.1    Breakup of primary profiles    42
2.1.2.2    Key industry insights    42
2.2    MARKET BREAKUP AND DATA TRIANGULATION    43
2.3    MARKET SIZE ESTIMATION    44
FIGURE 7    MARKET SIZE ESTIMATION METHODOLOGY ? APPROACH 1 (SUPPLY SIDE): REVENUE OF SOLUTIONS/SERVICES OF THE STREAMING ANALYTICS MARKET    44
FIGURE 8    MARKET SIZE ESTIMATION METHODOLOGY ? APPROACH 2 - BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE OF ALL SOLUTIONS/SERVICES OF THE STREAMING ANALYTICS MARKET    44
FIGURE 9    MARKET SIZE ESTIMATION METHODOLOGY ? APPROACH 3 - TOP-DOWN (DEMAND SIDE): SHARE OF STREAMING ANALYTICS THROUGH THE OVERALL STREAMING ANALYTICS SPENDING    45
FIGURE 10    STREAMING ANALYTICS MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES    46
2.3.1    TOP-DOWN APPROACH    46
2.3.2    BOTTOM-UP APPROACH    47
2.4    COMPANY EVALUATION MATRIX    47
FIGURE 11    COMPANY EVALUATION MATRIX: CRITERIA WEIGHTAGE    47
2.5    STARTUP/SME EVALUATION MATRIX METHODOLOGY    48
FIGURE 12    STARTUP/SME EVALUATION MATRIX: CRITERIA WEIGHTAGE    48
2.6    ASSUMPTIONS FOR THE STUDY    49
2.7    LIMITATIONS OF THE STUDY    50
3    EXECUTIVE SUMMARY    51
TABLE 2    GLOBAL STREAMING ANALYTICS MARKET SIZE AND GROWTH RATE,
2015–2020 (USD MILLION, Y-O-Y%)    52
TABLE 3    GLOBAL STREAMING ANALYTICS MARKET SIZE AND GROWTH RATE,
2021–2026 (USD MILLION, Y-O-Y%)    52
FIGURE 13    SOFTWARE SEGMENT TO HOLD A LARGER MARKET SIZE IN 2021    52
FIGURE 14    PROFESSIONAL SERVICES SEGMENT TO HOLD A LARGER MARKET SHARE IN 2021    53
FIGURE 15    SUPPORT AND MAINTENANCE SEGMENT TO HOLD A LARGER MARKET SIZE IN 2021    53
FIGURE 16    CLOUD SEGMENT TO HOLD A LARGER MARKET SHARE IN 2021    53
FIGURE 17    PUBLIC CLOUD SEGMENT TO HOLD THE LARGEST MARKET SIZE IN 2021    54
FIGURE 18    LOCATION INTELLIGENCE SEGMENT TO HOLD THE LARGEST MARKET SHARE IN 2021    54
FIGURE 19    LARGE ENTERPRISES SEGMENT TO HOLD A LARGER MARKET SIZE IN 2021    54
FIGURE 20    TELECOMMUNICATIONS & IT TO CONTRIBUTE THE HIGHEST MARKET REVENUE IN 2021    55
FIGURE 21    NORTH AMERICA TO EMERGE AS THE DOMINANT REGION IN TERMS OF MARKET SIZE IN 2021    55
4    PREMIUM INSIGHTS    56
4.1    BRIEF OVERVIEW OF THE STREAMING ANALYTICS MARKET    56
FIGURE 22    INCREASED DIGITALIZATION AND EMERGING TECHNOLOGIES TO DRIVE THE MARKET GROWTH.    56
4.2    STREAMING ANALYTICS MARKET: TOP THREE INDUSTRY VERTICALS    56
FIGURE 23    ENERGY AND UTILITIES SEGMENT TO HOLD THE LARGEST MARKET SHARE DURING THE FORECAST PERIOD    56
4.3    STREAMING ANALYTICS MARKET, BY REGION    57
FIGURE 24    NORTH AMERICA TO HOLD THE LARGEST MARKET SHARE IN 2021    57
4.4    STREAMING ANALYTICS MARKET IN NORTH AMERICA, BY APPLICATION AND INDUSTRY VERTICAL    57
FIGURE 25    SALES & MARKETING, AND TELECOMMUNICATION & IT TO ACCOUNT FOR THE LARGEST SHARES IN THE STREAMING ANALYTICS MARKET IN 2021    57

5    MARKET OVERVIEW AND INDUSTRY TRENDS    58
5.1    INTRODUCTION    58
5.2    MARKET DYNAMICS    58
FIGURE 26    DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: STREAMING ANALYTICS MARKET    58
5.2.1    DRIVERS    59
5.2.1.1    Increased digitalization and emerging technologies such as big data, IoT, and AI to drive the market growth    59
5.2.1.2    Strategic shift toward real-time accurate forecasts    59
5.2.1.3    Rising data connectivity through hybrid and multi-cloud environments    60
5.2.2    RESTRAINTS    60
5.2.2.1    Lack of integration of legacy systems with streaming analytics solutions    60
5.2.3    OPPORTUNITIES    61
5.2.3.1    Real-time recommendations, pattern detection, and anomaly detection to gain traction    61
5.2.3.2    Ongoing partnerships and product launches taking place in the streaming analytics market    61
5.2.4    CHALLENGES    61
5.2.4.1    Handling large-scale data in a decentralized environment    61
5.2.4.2    Data security concerns and stringent data security regulations    61
5.2.4.3    Network slowdown due to the COVID-19 pandemic to impact the growth of the streaming analytics market    62
5.3    CASE STUDIES    63
5.3.1    BANKING, FINANCIAL SERVICES, AND INSURANCE    63
5.3.1.1    Use Case 1: MAX uses the Cloudera platform to enhance the user experience by analyzing the causes behind declined customer transactions in real-time    63
5.3.2    TELECOMMUNICATION    64
5.3.2.1    Use Case 2: iBASIS uses Striim’s analytics platform to obtain deeper network-related issues    64
5.3.3    RETAIL AND ECOMMERCE    64
5.3.3.1    Use Case 4: GOYA Foods uses TIBCO to enhance customer experience    64
5.3.4    GOVERNMENT    65
5.3.4.1    Use Case 5: ASX uses TIBCO and prevents customer issues by approximately 78%    65
5.3.5    MEDIA AND ENTERTAINMENT    65
5.3.5.1    Use Case 6: Greentube uses the Cloudera platform and boosted its revenue by 2%    65
5.3.6    MANUFACTURING    66
5.3.6.1    Use Case 7: Severstal uses Cloudera CDH data lake to increase its overall performance by 6.5%, which provides more than 100 thousand tons of additional metal processing per year    66

5.3.7    HEALTHCARE    67
5.3.7.1    Use Case 8: Intermountain Healthcare uses Informatica Enterprise Data Catalog to manage patient data    67
5.3.8    TRANSPORT AND LOGISTICS    67
5.3.8.1    Use Case 9: TRAILAR uses Software AG IoT & Analytics solution to obtain insights on real-time data    67
5.3.9    ENERGY AND UTILITIES    68
5.3.9.1    Use Case 10: An oil & gas corporation used Informatica’s platform to optimize IT cost and connect with upstream and downstream data in real time    68
5.4    PATENT ANALYSIS    69
5.4.1    METHODOLOGY    69
5.4.2    DOCUMENT TYPE    69
TABLE 4    PATENTS FILED, 2018–2021    69
5.4.3    INNOVATION AND PATENT APPLICATIONS    69
FIGURE 27    ANNUAL NUMBER OF PATENTS GRANTED, 2018–2021    69
5.4.3.1    Top applicants    70
FIGURE 28    TOP TEN COMPANIES WITH THE HIGHEST NUMBER OF PATENT APPLICATIONS, 2018–2021    70
5.5    STREAMING ANALYTICS ECOSYSTEM    70
TABLE 5    STREAMING ANALYTICS MARKET: ECOSYSTEM    70
5.6    SUPPLY CHAIN ANALYSIS    72
FIGURE 29    SUPPLY CHAIN ANALYSIS    72
5.7    PRICING MODEL ANALYSIS    73
TABLE 6    PRICING MODEL    73
5.8    TRENDS/DISRUPTIONS IMPACTING BUYERS/CLIENTS IN THE STREAMING ANALYTICS MARKET    74
FIGURE 30    STREAMING ANALYTICS MARKET: TRENDS/DISRUPTIONS IMPACTING BUYERS/CLIENTS    74
5.9    PORTER’S FIVE FORCES ANALYSIS    75
FIGURE 31    STREAMING ANALYTICS MARKET: PORTER’S FIVE FORCES ANALYSIS    75
TABLE 7    STREAMING ANALYTICS MARKET: PORTER’S FIVE FORCES ANALYSIS    75
5.9.1    THREAT OF NEW ENTRANTS    76
5.9.2    THREAT OF SUBSTITUTES    76
5.9.3    BARGAINING POWER OF SUPPLIERS    76
5.9.4    BARGAINING POWER OF BUYERS    76
5.9.5    INTENSITY OF COMPETITIVE RIVALRY    77
5.10    TECHNOLOGICAL ANALYSIS    77
5.10.1    ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING    77
5.10.2    INTERNET OF THINGS    77
5.10.3    CLOUD COMPUTING    78
5.11    REGULATORY IMPLICATIONS    78
5.11.1    GENERAL DATA PROTECTION REGULATION    78
5.11.2    HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT    78
5.11.3    PAYMENT CARD INDUSTRY DATA SECURITY STANDARD    79
5.11.4    SOC 2 TYPE II COMPLIANCE    79
5.11.5    ISO/IEC 27001    79
5.11.6    THE GRAMM–LEACH–BLILEY ACT    79
5.12    STREAMING ANALYTICS MARKET: COVID-19 IMPACT    79
FIGURE 32    STREAMING ANALYTICS MARKET TO DECLINE DURING 2021-2026    81
6    STREAMING ANALYTICS MARKET, BY COMPONENT    82
6.1    INTRODUCTION    83
6.1.1    COVID-19 IMPACT ON THE STREAMING ANALYTICS MARKET, BY COMPONENT    83
FIGURE 33    SERVICES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD    83
TABLE 8    STREAMING ANALYTICS MARKET, BY COMPONENT, 2015–2020 (USD MILLION)    84
TABLE 9    STREAMING ANALYTICS MARKET, BY COMPONENT, 2021–2026 (USD MILLION)    84
6.1.2    COMPONENT: STREAMING ANALYTICS MARKET DRIVERS    84
6.2    SOFTWARE    85
TABLE 10    STREAMING ANALYTICS SOFTWARE MARKET, BY REGION, 2015–2020 (USD MILLION)    85
TABLE 11    STREAMING ANALYTICS SOFTWARE MARKET, BY REGION, 2021–2026 (USD MILLION)    85
6.3    SERVICES    86
FIGURE 34    MANAGED SERVICES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD    86
TABLE 12    STREAMING ANALYTICS MARKET, BY SERVICE, 2015–2020 (USD MILLION)    86
TABLE 13    STREAMING ANALYTICS MARKET, BY SERVICE, 2021–2026 (USD MILLION)    87
TABLE 14    STREAMING ANALYTICS SERVICES MARKET, BY REGION, 2015–2020 (USD MILLION)    87
TABLE 15    STREAMING ANALYTICS SERVICES MARKET, BY REGION, 2021–2026 (USD MILLION)    87
6.3.1    MANAGED SERVICES    88
TABLE 16    STREAMING ANALYTICS MANAGED SERVICES MARKET, BY REGION, 2015–2020 (USD MILLION)    88
TABLE 17    STREAMING ANALYTICS MANAGED SERVICES MARKET, BY REGION, 2021–2026 (USD MILLION)    88
6.3.2    PROFESSIONAL SERVICES    89
TABLE 18    STREAMING ANALYTICS PROFESSIONAL SERVICES MARKET, BY REGION, 2015–2020 (USD MILLION)    89
TABLE 19    STREAMING ANALYTICS PROFESSIONAL SERVICES MARKET, BY REGION, 2021–2026 (USD MILLION)    89
FIGURE 35    SUPPORT AND MAINTENANCE SERVICES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD    90
TABLE 20    STREAMING ANALYTICS PROFESSIONAL SERVICES MARKET, BY TYPE, 2015–2020 (USD MILLION)    90
TABLE 21    STREAMING ANALYTICS PROFESSIONAL SERVICES MARKET, BY TYPE, 2021–2026 (USD MILLION)    90
6.3.3    DEPLOYMENT & INTEGRATION    91
TABLE 22    STREAMING ANALYTICS DEPLOYMENT & INTEGRATION SERVICES MARKET, BY REGION, 2015–2020 (USD MILLION)    91
TABLE 23    STREAMING ANALYTICS DEPLOYMENT & INTEGRATION SERVICES MARKET, BY REGION, 2021–2026 (USD MILLION)    91
6.3.4    SUPPORT AND MAINTENANCE    92
TABLE 24    STREAMING ANALYTICS SUPPORT AND MAINTENANCE MARKET, BY REGION, 2015–2020 (USD MILLION)    92
TABLE 25    STREAMING ANALYTICS SUPPORT AND MAINTENANCE MARKET, BY REGION, 2021–2026 (USD MILLION)    92
7    STREAMING ANALYTICS MARKET, BY APPLICATION    93
7.1    INTRODUCTION    94
7.1.1    COVID-19 IMPACT ON THE STREAMING ANALYTICS MARKET, BY APPLICATION    94
FIGURE 36    SUPPLY CHAIN MANAGEMENT SEGMENT TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD    95
TABLE 26    STREAMING ANALYTICS MARKET, BY APPLICATION, 2015–2020 (USD MILLION)    95
TABLE 27    STREAMING ANALYTICS MARKET, BY APPLICATION, 2021–2026 (USD MILLION)    96
7.1.2    APPLICATION: STREAMING ANALYTICS MARKET DRIVERS    96
7.2    FRAUD DETECTION    97
TABLE 28    FRAUD DETECTION MARKET, BY REGION, 2015–2020 (USD MILLION)    97
TABLE 29    FRAUD DETECTION MARKET, BY REGION, 2021–2026 (USD MILLION)    97
7.3    SALES & MARKETING MANAGEMENT    98
TABLE 30    SALES & MARKETING MANAGEMENT MARKET, BY REGION, 2015–2020 (USD MILLION)    98
TABLE 31    SALES & MARKETING MANAGEMENT MARKET, BY REGION, 2021–2026 (USD MILLION)    98
7.4    PREDICTIVE ASSET MANAGEMENT    99
TABLE 32    PREDICTIVE ASSET MANAGEMENT MARKET, BY REGION, 2015–2020 (USD MILLION)    99
TABLE 33    PREDICTIVE ASSET MANAGEMENT MARKET, BY REGION, 2021–2026 (USD MILLION)    99
7.5    RISK MANAGEMENT    100
TABLE 34    RISK MANAGEMENT MARKET, BY REGION, 2015–2020 (USD MILLION)    100
TABLE 35    RISK MANAGEMENT MARKET, BY REGION, 2021–2026 (USD MILLION)    100
7.6    NETWORK MANAGEMENT & OPTIMIZATION    101
TABLE 36    NETWORK MANAGEMENT & OPTIMIZATION MARKET, BY REGION, 2015–2020 (USD MILLION)    101
TABLE 37    NETWORK MANAGEMENT & OPTIMIZATION MARKET, BY REGION, 2021–2026 (USD MILLION)    101
7.7    LOCATION INTELLIGENCE    102
TABLE 38    LOCATION INTELLIGENCE MARKET, BY REGION, 2015–2020 (USD MILLION)    102
TABLE 39    LOCATION INTELLIGENCE MARKET, BY REGION, 2021–2026 (USD MILLION)    102

7.8    SUPPLY CHAIN MANAGEMENT    103
TABLE 40    SUPPLY CHAIN MANAGEMENT MARKET, BY REGION, 2015–2020 (USD MILLION)    103
TABLE 41    SUPPLY CHAIN MANAGEMENT MARKET, BY REGION, 2021–2026 (USD MILLION)    103
7.9    OTHER APPLICATIONS    104
TABLE 42    OTHER APPLICATIONS MARKET, BY REGION, 2015–2020 (USD MILLION)    104
TABLE 43    OTHER APPLICATIONS MARKET, BY REGION, 2021–2026 (USD MILLION)    104
8    STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE    105
8.1    INTRODUCTION    106
8.1.1    COVID-19 IMPACT ON STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE    106
FIGURE 37    CLOUD DEPLOYMENT MODE TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD    106
TABLE 44    STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)    107
TABLE 45    STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)    107
8.1.2    DEPLOYMENT MODE: STREAMING ANALYTICS MARKET DRIVERS    107
8.2    ON-PREMISES    108
TABLE 46    ON-PREMISE STREAMING ANALYTICS MARKET, BY REGION, 2015–2020 (USD MILLION)    108
TABLE 47    ON-PREMISE STREAMING ANALYTICS MARKET, BY REGION, 2021–2026 (USD MILLION)    108
8.3    CLOUD    109
FIGURE 38    HYBRID CLOUD DEPLOYMENT MODE TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD    109
TABLE 48    CLOUD-BASED STREAMING ANALYTICS MARKET, BY TYPE, 2015–2020 (USD MILLION)    109
TABLE 49    CLOUD-BASED STREAMING ANALYTICS MARKET, BY TYPE, 2021–2026 (USD MILLION)    110
TABLE 50    CLOUD-BASED STREAMING ANALYTICS MARKET, BY REGION, 2015–2020 (USD MILLION)    110
TABLE 51    CLOUD-BASED STREAMING ANALYTICS MARKET, BY REGION, 2021–2026 (USD MILLION)    110
8.3.1    PUBLIC CLOUD    111
TABLE 52    PUBLIC CLOUD-BASED STREAMING ANALYTICS MARKET, BY REGION, 2015–2020 (USD MILLION)    111
TABLE 53    PUBLIC CLOUD-BASED STREAMING ANALYTICS MARKET, BY REGION, 2021–2026 (USD MILLION)    112
8.3.2    PRIVATE CLOUD    112
TABLE 54    PRIVATE CLOUD-BASED STREAMING ANALYTICS MARKET, BY REGION, 2015–2020 (USD MILLION)    113
TABLE 55    PRIVATE CLOUD-BASED STREAMING ANALYTICS MARKET, BY REGION, 2021–2026 (USD MILLION)    113

8.3.3    HYBRID CLOUD    113
TABLE 56    HYBRID CLOUD-BASED STREAMING ANALYTICS MARKET, BY REGION, 2015–2020 (USD MILLION)    114
TABLE 57    HYBRID CLOUD-BASED STREAMING ANALYTICS MARKET, BY REGION, 2021–2026 (USD MILLION)    114
9    STREAMING ANALYTICS MARKET, BY ORGANIZATION SIZE    115
9.1    INTRODUCTION    116
9.1.1    COVID-19 IMPACT ON THE STREAMING ANALYTICS MARKET, BY ORGANIZATION SIZE    116
FIGURE 39    SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD    117
TABLE 58    STREAMING ANALYTICS MARKET, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION)    117
TABLE 59    STREAMING ANALYTICS MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)    117
9.1.2    ORGANIZATION SIZE: STREAMING ANALYTICS MARKET DRIVERS    118
9.2    SMALL AND MEDIUM-SIZED ENTERPRISES    118
TABLE 60    SMALL AND MEDIUM-SIZED ENTERPRISES MARKET, BY REGION, 2015–2020 (USD MILLION)    118
TABLE 61    SMALL AND MEDIUM-SIZED ENTERPRISES MARKET, BY REGION, 2021–2026 (USD MILLION)    119
9.3    LARGE ENTERPRISES    119
TABLE 62    LARGE ENTERPRISES MARKET, BY REGION, 2015–2020 (USD MILLION)    119
TABLE 63    LARGE ENTERPRISES MARKET, BY REGION, 2021–2026 (USD MILLION)    120
10    STREAMING ANALYTICS MARKET, BY INDUSTRY VERTICAL    121
10.1    INTRODUCTION    122
10.1.1    COVID-19 IMPACT ON THE STREAMING ANALYTICS MARKET, BY INDUSTRY VERTICAL    122
FIGURE 40    ENERGY & UTILITIES INDUSTRY VERTICAL TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD    123
TABLE 64    STREAMING ANALYTICS MARKET, BY INDUSTRY VERTICAL, 2015–2020 (USD MILLION)    123
TABLE 65    STREAMING ANALYTICS MARKET, BY INDUSTRY VERTICAL, 2021–2026 (USD MILLION)    124
10.1.2    INDUSTRY VERTICAL: STREAMING ANALYTICS MARKET DRIVERS    124
10.2    BANKING, FINANCIAL SERVICES, AND INSURANCE    125
TABLE 66    BANKING, FINANCIAL SERVICES, AND INSURANCE VERTICAL MARKET, BY REGION, 2015–2020 (USD MILLION)    125
TABLE 67    BANKING, FINANCIAL SERVICES, AND INSURANCE VERTICAL MARKET, BY REGION, 2021–2026 (USD MILLION)    126
10.3    TELECOMMUNICATIONS & IT    126
TABLE 68    TELECOMMUNICATIONS & IT VERTICAL MARKET, BY REGION, 2015–2020 (USD MILLION)    127
TABLE 69    TELECOMMUNICATIONS & IT VERTICAL MARKET, BY REGION, 2021–2026 (USD MILLION)    127
10.4    RETAIL & ECOMMERCE    127
TABLE 70    RETAIL & ECOMMERCE VERTICAL MARKET, BY REGION, 2015–2020 (USD MILLION)    128
TABLE 71    RETAIL & ECOMMERCE VERTICAL MARKET, BY REGION, 2021–2026 (USD MILLION)    128
10.5    HEALTHCARE & LIFE SCIENCES    128
TABLE 72    HEALTHCARE & LIFE SCIENCES VERTICAL MARKET, BY REGION, 2015–2020 (USD MILLION)    129
TABLE 73    HEALTHCARE & LIFE SCIENCES VERTICAL MARKET, BY REGION, 2021–2026 (USD MILLION)    129
10.6    GOVERNMENT    130
TABLE 74    GOVERNMENT VERTICAL MARKET, BY REGION, 2015–2020 (USD MILLION)    130
TABLE 75    GOVERNMENT VERTICAL MARKET, BY REGION, 2021–2026 (USD MILLION)    130
10.7    MEDIA & ENTERTAINMENT    131
TABLE 76    MEDIA & ENTERTAINMENT VERTICAL MARKET, BY REGION, 2015–2020 (USD MILLION)    131
TABLE 77    MEDIA & ENTERTAINMENT VERTICAL MARKET, BY REGION, 2021–2026 (USD MILLION)    131
10.8    MANUFACTURING    132
TABLE 78    MANUFACTURING VERTICAL MARKET, BY REGION, 2015–2020 (USD MILLION)    132
TABLE 79    MANUFACTURING VERTICAL MARKET, BY REGION, 2021–2026 (USD MILLION)    132
10.9    ENERGY & UTILITIES    133
TABLE 80    ENERGY & UTILITIES VERTICAL MARKET, BY REGION, 2015–2020 (USD MILLION)    133
TABLE 81    ENERGY & UTILITIES VERTICAL MARKET, BY REGION, 2021–2026 (USD MILLION)    133
10.10    TRANSPORTATION & LOGISTICS    134
TABLE 82    TRANSPORTATION & LOGISTICS VERTICAL MARKET, BY REGION, 2015–2020 (USD MILLION)    134
TABLE 83    TRANSPORTATION & LOGISTICS VERTICAL MARKET, BY REGION, 2021–2026 (USD MILLION)    134
10.11    OTHER INDUSTRY VERTICALS    135
TABLE 84    OTHER INDUSTRY VERTICALS MARKET, BY REGION, 2015–2020 (USD MILLION)    135
TABLE 85    OTHER INDUSTRY VERTICALS MARKET, BY REGION, 2021–2026 (USD MILLION)    135
11    STREAMING ANALYTICS MARKET, BY REGION    136
11.1    INTRODUCTION    137
FIGURE 41    ASIA PACIFIC TO ACHIEVE THE HIGHEST GROWTH IN THE STREAMING ANALYTICS MARKET DURING THE FORECAST PERIOD    137
FIGURE 42    INDIA TO ACHIEVE THE HIGHEST GROWTH IN THE STREAMING ANALYTICS MARKET DURING THE FORECAST PERIOD    138
TABLE 86    STREAMING ANALYTICS MARKET, BY REGION, 2015–2020 (USD MILLION)    138
TABLE 87    STREAMING ANALYTICS MARKET, BY REGION, 2021–2026 (USD MILLION)    138
11.2    NORTH AMERICA    139
11.2.1    NORTH AMERICA: STREAMING ANALYTICS MARKET DRIVERS    139
11.2.2    NORTH AMERICA: COVID-19 IMPACT    140
11.2.3    NORTH AMERICA: REGULATIONS    140
11.2.3.1    Personal Information Protection and Electronic Documents Act (PIPEDA)    140
11.2.3.2    Gramm-Leach-Bliley (GLB) Act    141
11.2.3.3    Health Insurance Portability and Accountability Act (HIPAA) of 1996    141
11.2.3.4    Federal Information Security Management Act (FISMA)    141
11.2.3.5    Federal Information Processing Standards (FIPS)    141
11.2.3.6    California Consumer Privacy Act (CSPA)    142
FIGURE 43    NORTH AMERICA: MARKET SNAPSHOT    143
TABLE 88    NORTH AMERICA: STREAMING ANALYTICS MARKET, BY COMPONENT, 2015–2020 (USD MILLION)    143
TABLE 89    NORTH AMERICA: STREAMING ANALYTICS MARKET, BY COMPONENT, 2021–2026 (USD MILLION)    144
TABLE 90    NORTH AMERICA: STREAMING ANALYTICS MARKET, BY SERVICE, 2015–2020 (USD MILLION)    144
TABLE 91    NORTH AMERICA: STREAMING ANALYTICS MARKET, BY SERVICE, 2021–2026 (USD MILLION)    144
TABLE 92    NORTH AMERICA: STREAMING ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2015–2020 (USD MILLION)    144
TABLE 93    NORTH AMERICA: STREAMING ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION)    145
TABLE 94    NORTH AMERICA: STREAMING ANALYTICS MARKET, BY APPLICATION, 2015–2020 (USD MILLION)    145
TABLE 95    NORTH AMERICA: STREAMING ANALYTICS MARKET, BY APPLICATION, 2021–2026 (USD MILLION)    145
TABLE 96    NORTH AMERICA: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)    146
TABLE 97    NORTH AMERICA: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)    146
TABLE 98    NORTH AMERICA: STREAMING ANALYTICS MARKET, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION)    146
TABLE 99    NORTH AMERICA: STREAMING ANALYTICS MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)    146
TABLE 100    NORTH AMERICA: STREAMING ANALYTICS MARKET, BY CLOUD TYPE, 2015–2020 (USD MILLION)    147
TABLE 101    NORTH AMERICA: STREAMING ANALYTICS MARKET, BY CLOUD TYPE, 2021–2026 (USD MILLION)    147
TABLE 102    NORTH AMERICA: STREAMING ANALYTICS MARKET, BY INDUSTRY VERTICAL, 2015–2020 (USD MILLION)    147
TABLE 103    NORTH AMERICA: STREAMING ANALYTICS MARKET, BY INDUSTRY VERTICAL , 2021–2026 (USD MILLION)    148
TABLE 104    NORTH AMERICA: STREAMING ANALYTICS MARKET, BY COUNTRY, 2015–2020 (USD MILLION)    148
TABLE 105    NORTH AMERICA: STREAMING ANALYTICS MARKET, BY COUNTRY, 2021–2026 (USD MILLION)    148
11.2.4    UNITED STATES    149
TABLE 106    UNITED STATES: STREAMING ANALYTICS MARKET, BY COMPONENT, 2015–2020 (USD MILLION)    149
TABLE 107    UNITED STATES: STREAMING ANALYTICS MARKET, BY COMPONENT, 2021–2026 (USD MILLION)    149
TABLE 108    UNITED STATES: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)    150
TABLE 109    UNITED STATES: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)    150
11.2.5    CANADA    150
TABLE 110    CANADA: STREAMING ANALYTICS MARKET, BY COMPONENT, 2015–2020 (USD MILLION)    151
TABLE 111    CANADA: STREAMING ANALYTICS MARKET, BY COMPONENT, 2021–2026 (USD MILLION)    151
TABLE 112    CANADA: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)    151
TABLE 113    CANADA: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)    151
11.3    EUROPE    151
11.3.1    EUROPE: STREAMING ANALYTICS MARKET DRIVERS    152
11.3.2    EUROPE: COVID-19 IMPACT    152
11.3.3    EUROPE: TARIFFS AND REGULATIONS    153
11.3.3.1    General Data Protection Regulation    153
11.3.3.2    European Committee for Standardization (CEN)    153
11.3.3.3    European Technical Standards Institute (ETSI)    154
TABLE 114    EUROPE: STREAMING ANALYTICS MARKET, BY COMPONENT, 2015–2020 (USD MILLION)    154
TABLE 115    EUROPE: STREAMING ANALYTICS MARKET, BY COMPONENT, 2021–2026 (USD MILLION)    154
TABLE 116    EUROPE: STREAMING ANALYTICS MARKET, BY SERVICE, 2015–2020 (USD MILLION)    154
TABLE 117    EUROPE: STREAMING ANALYTICS MARKET, BY SERVICE, 2021–2026 (USD MILLION)    154
TABLE 118    EUROPE: STREAMING ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2015–2020 (USD MILLION)    155
TABLE 119    EUROPE: STREAMING ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION)    155
TABLE 120    EUROPE: STREAMING ANALYTICS MARKET, BY APPLICATION, 2015–2020 (USD MILLION)    155
TABLE 121    EUROPE: STREAMING ANALYTICS MARKET, BY APPLICATION, 2021–2026 (USD MILLION)    156
TABLE 122    EUROPE: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)    156
TABLE 123    EUROPE: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)    156
TABLE 124    EUROPE: STREAMING ANALYTICS MARKET, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION)    157
TABLE 125    EUROPE: STREAMING ANALYTICS MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)    157
TABLE 126    EUROPE: STREAMING ANALYTICS MARKET, BY CLOUD TYPE, 2015–2020 (USD MILLION)    157
TABLE 127    EUROPE: STREAMING ANALYTICS MARKET, BY CLOUD TYPE, 2021–2026 (USD MILLION)    157
TABLE 128    EUROPE: STREAMING ANALYTICS MARKET, BY INDUSTRY VERTICAL, 2015–2020 (USD MILLION)    158
TABLE 129    EUROPE: STREAMING ANALYTICS MARKET, BY INDUSTRY VERTICAL, 2021–2026 (USD MILLION    158
TABLE 130    EUROPE: STREAMING ANALYTICS MARKET, BY COUNTRY, 2015–2020 (USD MILLION)    159
TABLE 131    EUROPE: STREAMING ANALYTICS MARKET, BY COUNTRY, 2021–2026 (USD MILLION)    159
11.3.4    UNITED KINGDOM    159
TABLE 132    UNITED KINGDOM: STREAMING ANALYTICS MARKET, BY COMPONENT, 2015–2020 (USD MILLION)    160
TABLE 133    UNITED KINGDOM: STREAMING ANALYTICS MARKET, BY COMPONENT, 2021–2026 (USD MILLION)    160
TABLE 134    UNITED KINGDOM: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)    160
TABLE 135    UNITED KINGDOM: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)    160
11.3.5    GERMANY    161
TABLE 136    GERMANY: STREAMING ANALYTICS MARKET, BY COMPONENT, 2015–2020 (USD MILLION)    161
TABLE 137    GERMANY: STREAMING ANALYTICS MARKET, BY COMPONENT, 2021–2026 (USD MILLION)    161
TABLE 138    GERMANY: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)    162
TABLE 139    GERMANY: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)    162
11.3.6    FRANCE    162
TABLE 140    FRANCE: STREAMING ANALYTICS MARKET, BY COMPONENT, 2015–2020 (USD MILLION)    162
TABLE 141    FRANCE: STREAMING ANALYTICS MARKET, BY COMPONENT, 2021–2026 (USD MILLION)    163
TABLE 142    FRANCE: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)    163
TABLE 143    FRANCE: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)    163
11.3.7    SPAIN    163
TABLE 144    SPAIN: STREAMING ANALYTICS MARKET, BY COMPONENT, 2015–2020 (USD MILLION)    164
TABLE 145    SPAIN: STREAMING ANALYTICS MARKET, BY COMPONENT, 2021–2026 (USD MILLION)    164
TABLE 146    SPAIN: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)    164
TABLE 147    SPAIN: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)    164
11.3.8    REST OF EUROPE    165
TABLE 148    REST OF EUROPE: STREAMING ANALYTICS MARKET, BY COMPONENT, 2015–2020 (USD MILLION)    165
TABLE 149    REST OF EUROPE: STREAMING ANALYTICS MARKET, BY COMPONENT, 2021–2026 (USD MILLION)    165
TABLE 150    REST OF EUROPE: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)    165
TABLE 151    REST OF EUROPE: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)    166
11.4    ASIA PACIFIC    166
11.4.1    ASIA PACIFIC: STREAMING ANALYTICS MARKET DRIVERS    166
11.4.2    ASIA PACIFIC: COVID-19 IMPACT    167
11.4.3    ASIA PACIFIC: REGULATIONS    167
11.4.3.1    Privacy Commissioner for Personal Data (PCPD)    167
11.4.3.2    Act on the Protection of Personal Information (APPI)    167
11.4.3.3    Critical Information Infrastructure    168
11.4.3.4    International Organization for Standardization (ISO) 27001    168
11.4.3.5    Personal Data Protection Act (PDPA)    168
FIGURE 44    ASIA PACIFIC: MARKET SNAPSHOT    169
TABLE 152    ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY COMPONENT, 2015–2020 (USD MILLION)    169
TABLE 153    ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY COMPONENT, 2021–2026 (USD MILLION)    170
TABLE 154    ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY SERVICE, 2015–2020 (USD MILLION)    170
TABLE 155    ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY SERVICE, 2021–2026 (USD MILLION)    170
TABLE 156    ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2015–2020 (USD MILLION)    170
TABLE 157    ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION)    171
TABLE 158    ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY APPLICATION, 2015–2020 (USD MILLION)    171
TABLE 159    ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY APPLICATION, 2021–2026 (USD MILLION)    171
TABLE 160    ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)    172
TABLE 161    ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)    172
TABLE 162    ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION)    172
TABLE 163    ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)    172
TABLE 164    ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY CLOUD TYPE, 2015–2020 (USD MILLION)    173
TABLE 165    ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY CLOUD TYPE, 2021–2026 (USD MILLION)    173
TABLE 166    ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY INDUSTRY VERTICAL, 2015–2020 (USD MILLION)    173
TABLE 167    ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY INDUSTRY VERTICAL, 2021–2026 (USD MILLION)    174
TABLE 168    ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY COUNTRY, 2015–2020 (USD MILLION)    174
TABLE 169    ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY COUNTRY, 2021–2026 (USD MILLION)    175
11.4.4    CHINA    175
TABLE 170    CHINA: STREAMING ANALYTICS MARKET, BY COMPONENT, 2015–2020 (USD MILLION)    175
TABLE 171    CHINA: STREAMING ANALYTICS MARKET, BY COMPONENT, 2021–2026 (USD MILLION)    176
TABLE 172    CHINA: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)    176
TABLE 173    CHINA: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)    176
11.4.5    JAPAN    176
TABLE 174    JAPAN: STREAMING ANALYTICS MARKET, BY COMPONENT, 2015–2020 (USD MILLION)    177
TABLE 175    JAPAN: STREAMING ANALYTICS MARKET, BY COMPONENT, 2021–2026 (USD MILLION)    177
TABLE 176    JAPAN: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)    177
TABLE 177    JAPAN: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)    177
11.4.6    INDIA    178
TABLE 178    INDIA: STREAMING ANALYTICS MARKET, BY COMPONENT, 2015–2020 (USD MILLION)    178
TABLE 179    INDIA: STREAMING ANALYTICS MARKET, BY COMPONENT, 2021–2026 (USD MILLION)    178
TABLE 180    INDIA: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)    178
TABLE 181    INDIA: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)    179
11.4.7    SINGAPORE    179
TABLE 182    SINGAPORE: STREAMING ANALYTICS MARKET, BY COMPONENT, 2015–2020 (USD MILLION)    179
TABLE 183    SINGAPORE: STREAMING ANALYTICS MARKET, BY COMPONENT, 2021–2026 (USD MILLION)    179
TABLE 184    SINGAPORE: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)    180
TABLE 185    SINGAPORE: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)    180
11.4.8    REST OF ASIA PACIFIC    180
TABLE 186    REST OF ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY COMPONENT, 2015–2020 (USD MILLION)    180
TABLE 187    REST OF ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY COMPONENT, 2021–2026 (USD MILLION)    181
TABLE 188    REST OF ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)    181
TABLE 189    REST OF ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)    181
11.5    MIDDLE EAST AND AFRICA    181
11.5.1    MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET DRIVERS    182
11.5.2    MIDDLE EAST AND AFRICA: COVID-19 IMPACT    182
11.5.3    MIDDLE EAST AND AFRICA: REGULATIONS    183
11.5.3.1    Israeli Privacy Protection Regulations (Data Security), 5777-2017    183
11.5.3.2    GDPR Applicability in KSA    183
11.5.3.3    Protection of Personal Information Act (POPIA)    183
TABLE 190    MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET, BY COMPONENT, 2015–2020 (USD MILLION)    184
TABLE 191    MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET, BY COMPONENT, 2021–2026 (USD MILLION)    184
TABLE 192    MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET, BY SERVICE, 2015–2020 (USD MILLION)    184
TABLE 193    MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET, BY SERVICE, 2021–2026 (USD MILLION)    184
TABLE 194    MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2015–2020 (USD MILLION)    185
TABLE 195    MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION)    185
TABLE 196    MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET, BY APPLICATION, 2015–2020 (USD MILLION)    185
TABLE 197    MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET, BY APPLICATION, 2021–2026 (USD MILLION)    186
TABLE 198    MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)    186
TABLE 199    MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)    186
TABLE 200    MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION)    187
TABLE 201    MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)    187
TABLE 202    MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET, BY CLOUD TYPE, 2015–2020 (USD MILLION)    187
TABLE 203    MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET, BY CLOUD TYPE, 2021–2026 (USD MILLION)    187
TABLE 204    MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET, BY INDUSTRY VERTICAL, 2015–2020 (USD MILLION)    188
TABLE 205    MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET, BY INDUSTRY VERTICAL, 2021–2026 (USD MILLION)    188
TABLE 206    MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET, BY REGION, 2015–2020 (USD MILLION)    189
TABLE 207    MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET, BY REGION, 2021–2026 (USD MILLION)    189
11.5.4    MIDDLE EAST    189
TABLE 208    MIDDLE EAST: STREAMING ANALYTICS MARKET, BY COMPONENT, 2015–2020 (USD MILLION)    189
TABLE 209    MIDDLE EAST: STREAMING ANALYTICS MARKET, BY COMPONENT, 2021–2026 (USD MILLION)    190
TABLE 210    MIDDLE EAST: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)    190
TABLE 211    MIDDLE EAST: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)    190
11.5.5    AFRICA    190
TABLE 212    AFRICA: STREAMING ANALYTICS MARKET, BY COMPONENT, 2015–2020 (USD MILLION)    191
TABLE 213    AFRICA: STREAMING ANALYTICS MARKET, BY COMPONENT, 2021–2026 (USD MILLION)    191
TABLE 214    AFRICA: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)    191
TABLE 215    AFRICA: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)    191"
"11.6    LATIN AMERICA    192
11.6.1    LATIN AMERICA: STREAMING ANALYTICS MARKET DRIVERS    192
11.6.2    LATIN AMERICA: COVID-19 IMPACT    192
11.6.3    LATIN AMERICA: REGULATIONS    193
11.6.3.1    Brazil Data Protection Law    193
11.6.3.2    Argentina Personal Data Protection Law No. 25.326    193
TABLE 216    LATIN AMERICA: STREAMING ANALYTICS MARKET, BY COMPONENT, 2015–2020 (USD MILLION)    194
TABLE 217    LATIN AMERICA: STREAMING ANALYTICS MARKET, BY COMPONENT, 2021–2026 (USD MILLION)    194
TABLE 218    LATIN AMERICA: STREAMING ANALYTICS MARKET, BY SERVICE, 2015–2020 (USD MILLION)    194
TABLE 219    LATIN AMERICA: STREAMING ANALYTICS MARKET, BY SERVICE, 2021–2026 (USD MILLION)    195
TABLE 220    LATIN AMERICA: STREAMING ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2015–2020 (USD MILLION)    195
TABLE 221    LATIN AMERICA: STREAMING ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION)    195
TABLE 222    LATIN AMERICA: STREAMING ANALYTICS MARKET, BY APPLICATION, 2015–2020 (USD MILLION)    196
TABLE 223    LATIN AMERICA: STREAMING ANALYTICS MARKET, BY APPLICATION, 2021–2026 (USD MILLION)    196
TABLE 224    LATIN AMERICA: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)    197
TABLE 225    LATIN AMERICA: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)    197
TABLE 226    LATIN AMERICA: STREAMING ANALYTICS MARKET, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION)    197
TABLE 227    LATIN AMERICA: STREAMING ANALYTICS MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)    197
TABLE 228    LATIN AMERICA: STREAMING ANALYTICS MARKET, BY CLOUD TYPE, 2015–2020 (USD MILLION)    198
TABLE 229    LATIN AMERICA: STREAMING ANALYTICS MARKET, BY CLOUD TYPE, 2021–2026 (USD MILLION)    198
TABLE 230    LATIN AMERICA: STREAMING ANALYTICS MARKET, BY INDUSTRY VERTICAL, 2015–2020 (USD MILLION)    198
TABLE 231    LATIN AMERICA: STREAMING ANALYTICS MARKET, BY INDUSTRY VERTICAL, 2021–2026 (USD MILLION)    199
TABLE 232    LATIN AMERICA: STREAMING ANALYTICS MARKET, BY COUNTRY, 2015–2020 (USD MILLION)    199
TABLE 233    LATIN AMERICA: STREAMING ANALYTICS MARKET, BY COUNTRY, 2021–2026 (USD MILLION)    199
11.6.4    BRAZIL    200
TABLE 234    BRAZIL: STREAMING ANALYTICS MARKET, BY COMPONENT, 2015–2020 (USD MILLION)    200
TABLE 235    BRAZIL: STREAMING ANALYTICS MARKET, BY COMPONENT, 2021–2026 (USD MILLION)    200
TABLE 236    BRAZIL: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)    200
TABLE 237    BRAZIL: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)    201
11.6.5    MEXICO    201
TABLE 238    MEXICO: STREAMING ANALYTICS MARKET, BY COMPONENT, 2015–2020 (USD MILLION)    201
TABLE 239    MEXICO: STREAMING ANALYTICS MARKET, BY COMPONENT, 2021–2026 (USD MILLION)    201
TABLE 240    MEXICO: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)    202
TABLE 241    MEXICO: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)    202
12    COMPETITIVE LANDSCAPE    203
12.1    OVERVIEW    203
12.2    KEY PLAYER STRATEGIES    203
12.3    MARKET SHARE ANALYSIS    203
FIGURE 45    STREAMING ANALYTICS MARKET SHARE ANALYSIS OF KEY PLAYERS (2021-2026)    204
TABLE 242    STREAMING ANALYTICS MARKET: DEGREE OF COMPETITION    204
12.4    REVENUE ANALYSIS    205
FIGURE 46    REVENUE ANALYSIS FOR LEADING PLAYERS, 2016-2020    205
12.5    COMPANY EVALUATION QUADRANT    206
12.5.1    STARS    206
12.5.2    EMERGING LEADERS    206
12.5.3    PERVASIVE PLAYERS    206
12.5.4    PARTICIPANTS    206
FIGURE 47    KEY STREAMING ANALYTICS MARKET PLAYERS, COMPANY EVALUATION MATRIX, 2021    207
12.6    COMPETITIVE BENCHMARKING    208
TABLE 243    COMPANY PRODUCT FOOTPRINT    208
TABLE 244    COMPANY REGION FOOTPRINT    209
12.7    STARTUP/SME EVALUATION QUADRANT    210
12.7.1    PROGRESSIVE COMPANIES    211
12.7.2    RESPONSIVE COMPANIES    211
12.7.3    DYNAMIC COMPANIES    211
12.7.4    STARTING BLOCKS    211
FIGURE 48    STARTUP/SME STREAMING ANALYTICS MARKET EVALUATION MATRIX, 2021    212
12.8    COMPETITIVE SCENARIO    213
12.8.1    PRODUCT LAUNCHES    213
TABLE 245    PRODUCT LAUNCHES, 2018–2021    213
12.8.2    DEALS    223
TABLE 246    DEALS, 2018–2021    223
13    COMPANY PROFILES    237
13.1    INTRODUCTION    237
13.2    MAJOR PLAYERS    237
(Business Overview, Solutions, Products & Services, Key Insights, Recent Developments, COVID-19 related developments,
MnM View)*
13.2.1    IBM    237
TABLE 247    IBM: BUSINESS OVERVIEW    237
FIGURE 49    IBM: COMPANY SNAPSHOT    238
TABLE 248    IBM: PRODUCTS OFFERED    238
TABLE 249    IBM: SERVICES OFFERED    239
TABLE 250    IBM: PRODUCT LAUNCHES AND ENHANCEMENTS    239
TABLE 251    IBM: DEALS    239
13.2.2    GOOGLE    243
TABLE 252    GOOGLE: BUSINESS OVERVIEW    243
FIGURE 50    GOOGLE: COMPANY SNAPSHOT    244
TABLE 253    GOOGLE: PRODUCTS OFFERED    244
TABLE 254    GOOGLE: SERVICES OFFERED    245
TABLE 255    GOOGLE: PRODUCT LAUNCHES AND ENHANCEMENTS    245
TABLE 256    GOOGLE: DEALS    245
13.2.3    ORACLE    248
TABLE 257    ORACLE: BUSINESS OVERVIEW    248
FIGURE 51    ORACLE: COMPANY SNAPSHOT    249
TABLE 258    ORACLE: PRODUCTS OFFERED    249
TABLE 259    ORACLE: SERVICES OFFERED    249
TABLE 260    ORACLE: PRODUCT LAUNCHES AND ENHANCEMENTS    250
TABLE 261    ORACLE: DEALS    250
13.2.4    MICROSOFT    253
TABLE 262    MICROSOFT: BUSINESS OVERVIEW    253
FIGURE 52    MICROSOFT: COMPANY SNAPSHOT    254
TABLE 263    MICROSOFT: PRODUCTS OFFERED    254
TABLE 264    MICROSOFT: SERVICES OFFERED    254
TABLE 265    MICROSOFT: PRODUCT LAUNCHES AND ENHANCEMENTS    255
TABLE 266    MICROSOFT: DEALS    255
13.2.5    SAP    258
TABLE 267    SAP: BUSINESS OVERVIEW    258
FIGURE 53    SAP: COMPANY SNAPSHOT    259
TABLE 268    SAP: PRODUCTS OFFERED    259
TABLE 269    SAP: SERVICES OFFERED    260
TABLE 270    SAP: PRODUCT LAUNCHES AND ENHANCEMENTS    260
TABLE 271    SAP: DEALS    261
13.2.6    SAS    263
TABLE 272    SAS: BUSINESS OVERVIEW    263
FIGURE 54    SAS: COMPANY SNAPSHOT    264
TABLE 273    SAS: PRODUCTS OFFERED    264
TABLE 274    SAS: SERVICES OFFERED    264
TABLE 275    SAS: PRODUCT LAUNCHES AND ENHANCEMENTS    265
TABLE 276    SAS: DEALS    266
13.2.7    CLOUDERA    268
TABLE 277    CLOUDERA: BUSINESS OVERVIEW    268
FIGURE 55    CLOUDERA: COMPANY SNAPSHOT    269
TABLE 278    CLOUDERA: PRODUCTS OFFERED    269
TABLE 279    CLOUDERA: SERVICES OFFERED    269
TABLE 280    CLOUDERA: PRODUCT LAUNCHES AND ENHANCEMENTS    270
TABLE 281    CLOUDERA: DEALS    271
13.2.8    TERADATA    272
TABLE 282    TERADATA: BUSINESS OVERVIEW    272
FIGURE 56    TERADATA: COMPANY SNAPSHOT    273
TABLE 283    TERADATA: PRODUCTS OFFERED    273
TABLE 284    TERADATA: SERVICES OFFERED    273
TABLE 285    TERADATA: PRODUCT LAUNCHES AND ENHANCEMENTS    274
TABLE 286    TERADATA: DEALS    274
13.2.9    TIBCO    276
TABLE 287    TIBCO: BUSINESS OVERVIEW    276
TABLE 288    TIBCO: PRODUCTS OFFERED    276
TABLE 289    TIBCO: SERVICES OFFERED    277
TABLE 290    TIBCO: PRODUCT LAUNCHES AND ENHANCEMENTS    277
TABLE 291    TIBCO: DEALS    278

13.2.10    AWS    280
TABLE 292    AWS: BUSINESS OVERVIEW    280
FIGURE 57    AWS: COMPANY SNAPSHOT    280
TABLE 293    AWS: PRODUCTS OFFERED    281
TABLE 294    AWS: SERVICES OFFERED    281
TABLE 295    AWS: PRODUCT LAUNCHES AND ENHANCEMENTS    281
TABLE 296    AWS: DEALS    282
13.2.11    SOFTWARE AG    284
TABLE 297    SOFTWARE AG: BUSINESS OVERVIEW    284
FIGURE 58    SOFTWARE AG: COMPANY SNAPSHOT    285
TABLE 298    SOFTWARE AG: PRODUCTS OFFERED    285
TABLE 299    SOFTWARE AG: SERVICES OFFERED    286
TABLE 300    SOFTWARE AG: PRODUCT LAUNCHES AND ENHANCEMENTS    286
TABLE 301    SOFTWARE AG: DEALS    286
13.2.12    INFORMATICA    288
TABLE 302    INFORMATICA: BUSINESS OVERVIEW    288
FIGURE 59    INFORMATICA: COMPANY SNAPSHOT    289
TABLE 303    INFORMATICA: PRODUCTS OFFERED    289
TABLE 304    INFORMATICA: SERVICES OFFERED    290
TABLE 305    INFORMATICA: PRODUCT LAUNCHES AND ENHANCEMENTS    290
TABLE 306    INFORMATICA: DEALS    291
13.2.13    IMPETUS    292
TABLE 307    IMPETUS: BUSINESS OVERVIEW    292
TABLE 308    IMPETUS: PRODUCTS OFFERED    292
TABLE 309    IMPETUS: PRODUCT LAUNCHES AND ENHANCEMENTS    293
13.2.14    INTEL    294
TABLE 310    INTEL: BUSINESS OVERVIEW    294
FIGURE 60    INTEL: COMPANY SNAPSHOT    295
TABLE 311    INTEL: PRODUCTS OFFERED    295
TABLE 312    INTEL: SERVICES OFFERED    295
TABLE 313    INTEL: PRODUCT LAUNCHES AND ENHANCEMENTS    296
TABLE 314    INTEL: DEALS    296
13.2.15    HPE    297
TABLE 315    HPE: BUSINESS OVERVIEW    297
FIGURE 61    HPE: COMPANY SNAPSHOT    298
TABLE 316    HPE: PRODUCTS OFFERED    298
TABLE 317    HPE: SERVICES OFFERED    299
TABLE 318    HPE: PRODUCT LAUNCHES AND ENHANCEMENTS    299
TABLE 319    HPE: DEALS    299

13.2.16    CONVIVA    302
TABLE 320    CONVIVA: BUSINESS OVERVIEW    302
TABLE 321    CONVIVA: PRODUCTS OFFERED    302
TABLE 322    CONVIVA: PRODUCT LAUNCHES AND ENHANCEMENTS    303
TABLE 323    CONVIVA: DEALS    303
13.2.17    ADOBE    304
13.2.18    ALTAIR    305
13.2.19    MPHASIS    306
13.2.20    STRIIM    306
13.2.21    INETCO    307
13.2.22    WSO2    308
13.2.23    SQLSTREAM    309
13.2.24    ESPERTECH    310
13.3    STARTUPS    311
13.3.1    IGUAZIO    311
13.3.1.1    Business overview    311
TABLE 324    IGUAZIO: BUSINESS OVERVIEW    311
13.3.1.2    Solutions and services offered    311
TABLE 325    IGUAZIO: PRODUCTS OFFERED    311
13.3.1.3    Recent Developments    312
TABLE 326    IGUAZIO: PRODUCT LAUNCHES AND ENHANCEMENTS    312
TABLE 327    IGUAZIO: DEALS    312
13.3.2    AXONIZE    314
13.3.2.1    Business overview    314
TABLE 328    AXONIZE: BUSINESS OVERVIEW    314
13.3.2.2    Solutions and services offered    314
TABLE 329    AXONIZE: PRODUCTS OFFERED    314
13.3.2.3    Recent Developments    314
TABLE 330    AXONIZE: PRODUCT LAUNCHES AND ENHANCEMENTS    314
TABLE 331    AXONIZE: DEALS    315
13.3.3    MATERIALIZE    316
13.3.4    STARTREE    316
13.3.5    CROSSER    317
13.3.6    QUIX    317
13.3.7    LENSES    318
13.3.8    BANGDB (IQLECT)    319
13.3.9    IMPLY    320
13.3.10    CORALOGIX    321
13.3.11    VERVERICA    321
13.3.12    STREAMSETS    322
(Business Overview, Solutions, Products & Services, Key Insights, Recent Developments, COVID-19 related developments,
MnM View)*

14    APPENDIX    323
14.1    ADJACENT/RELATED MARKETS    323
14.1.1    BIG DATA MARKET    323
14.1.1.1    Market definition    323
14.1.1.1.1    Big Data Market, By Component    323
TABLE 332    BIG DATA MARKET, BY COMPONENT, 2018–2025 (USD MILLION)    323
14.1.1.1.2    Big Data Market, By Deployment Mode    324
TABLE 333    BIG DATA MARKET, BY DEPLOYMENT MODE, 2018–2025 (USD MILLION)    324
14.1.1.1.3    Big Data Market, By Organization Size    324
TABLE 334    BIG DATA MARKET, BY ORGANIZATION SIZE, 2018–2025 (USD MILLION)    324
14.1.1.1.4    Big Data Market, By Business Function    325
TABLE 335    BIG DATA MARKET, BY BUSINESS FUNCTION, 2018–2025 (USD MILLION)    325
14.1.1.1.5    Big Data Market, By Region    325
TABLE 336    BIG DATA MARKET, BY REGION, 2018–2025 (USD MILLION)    326
14.1.2    VIDEO ANALYTICS MARKET    326
14.1.2.1    Market definition    326
14.1.2.1.1    Video Analytics Market, By Component    326
TABLE 337    VIDEO ANALYTICS MARKET, BY COMPONENT, 2016–2020 (USD MILLION)    326
TABLE 338    VIDEO ANALYTICS MARKET, BY COMPONENT, 2021–2026 (USD MILLION)    327
14.1.2.1.2    Video Analytics Market, By Deployment Mode    327
TABLE 339    VIDEO ANALYTICS MARKET, BY DEPLOYMENT MODE,
2016–2020 (USD MILLION)    327
TABLE 340    VIDEO ANALYTICS MARKET, BY DEPLOYMENT MODE,
2021–2026 (USD MILLION)    327
14.1.2.1.3    Video Analytics Market, By Application    328
TABLE 341    VIDEO ANALYTICS MARKET, BY APPLICATION, 2016–2020 (USD MILLION)    328
TABLE 342    VIDEO ANALYTICS MARKET, BY APPLICATION, 2021–2026 (USD MILLION)    328
14.1.2.1.4    Video Analytics Market, By Type    329
TABLE 343    VIDEO ANALYTICS MARKET, BY TYPE, 2016–2020 (USD MILLION)    329
TABLE 344    VIDEO ANALYTICS MARKET, BY TYPE, 2021–2026 (USD MILLION)    329
14.1.2.1.5    Video Analytics Market, By Vertical    329
TABLE 345    VIDEO ANALYTICS MARKET, BY INDUSTRY VERTICAL, 2016–2020 (USD MILLION)    330
TABLE 346    VIDEO ANALYTICS MARKET, BY INDUSTRY VERTICAL, 2021–2026 (USD MILLION)    330
14.1.2.1.6    Video Analytics Market, By Region    331
TABLE 347    VIDEO ANALYTICS MARKET, BY REGION, 2016–2020 (USD MILLION)    331
TABLE 348    VIDEO ANALYTICS MARKET, BY REGION, 2021–2026 (USD MILLION)    331
14.2    DISCUSSION GUIDE    332
14.3    KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL    339
14.4    AVAILABLE CUSTOMIZATIONS    341
14.5    RELATED REPORTS    341
14.6    AUTHOR DETAILS    342"