出版：MarketsandMarkets（マーケッツアンドマーケッツ） 出版年月：2022年01月
ストリーミング分析市場：コンポーネント、用途（サプライチェーン管理、セールス＆マーケティング、不正検出）、業種、展開モード、組織の規模、地域別 – 2026年までの世界予測
Streaming Analytics Market with COVID-19 Impact Analysis, by Component, Application (Supply Chain Management, Sales & Marketing, and Fraud Detection), Industry Vertical, Deployment Mode, Organization Size, and Region – Global Forecast to 2026
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| 種別 | 英文調査報告書 |
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The Streaming analytics size is projected to grow from USD 15.4 billion in 2021 to 50.1 USD billion in 2026, at a Compound Annual Growth Rate (CAGR) of 26.5% during the forecast period. The Streaming analytics industry is driven increased digitalization and emerging technologies such as big data, IoT, and AI to drive the market growth. However, Strategic shift toward accurate real-time forecasts and rising data connectivity through hybrid and multi-cloud environments further contributes to the growth of the Streaming analytics market.
Based on Component, the service segment is expected to grow at a higher CAGR during the forecast period
The service segment of the Streaming analytics market is further segmented into professional services (support and maintenance, and deployment and integration) and managed services. This section discusses each service subsegment’s market size and growth rate based on type (for selected subsegments) and region.
Based on deployment mode, cloud segment is segmented to account for a larger market size during the forecast period Most
Cloud computing refers to the storage, management, and processing of data via networks of remote servers, which are typically accessed via the Internet. According to Statista, cloud computing would generate more than USD 300 billion in revenue in 2020 as a component of IT services. At the same time, PwC shows the COVID-19 crisis has accelerated the cloud transition even further as per data during the first quarter of 2020, cloud spending increased by 37% to USD 29 billion. The increasing generation of data leads to various challenges for several organizations. These challenges include storage, privacy, and affordability.
Based on application Supply Chain Management segment to grow at a higher CAGR during the forecast period
The Streaming analytics market based on application is segmented into Fraud Detection, Sales and Marketing, Predictive Asset Management, Risk Management, Network Management and Optimization, Location Intelligence, Supply Chain Management, Other Applications (product innovation and customer management). The supply chain management segment is expected to grow at a rapid pace during the forecast period. Streaming analytics can help to improve the performance of order picking and stock-taking process in warehouse management with high accuracy. It aims at improving operational efficiency and effectiveness by enabling data-driven decisions at strategic, operational, and tactical levels. It assists companies in delivering revenue growth, improving margins, managing working capital in a better way, and enhancing overall control points across the supply chain.
Based on organization size, large enterprise segment to account for a larger market size during the forecast period Most The adoption of streaming analytics software and services among large enterprises is high due to the ever-increasing adoption of the cloud, and the trend is expected to continue during the forecast period. Large enterprises accumulate huge chunks of data that can be attributed to the widespread client base. In large enterprises, data plays a major role in evaluating the overall performance of organizations. Large enterprises are leveraging real-time data coming from various sources; for instance, social media feeds or sensors and cameras, each record needs to be processed in a way that preserves its relation to other data and sequence in time
APAC is expected to grow at a higher CAGR during the forecast period
Asia Pacific (APAC) has continually presented lucrative market opportunities for Streaming analytics Software and service providers with a notable increase in Streaming analytics across its developed and emerging countries., Japan, China, and India have displayed ample growth opportunities in the Streaming analytics market. Owing to a rapidly proliferating technology-backed economical structure, APAC is expected to emerge as the fastest-growing region in Streaming analytics software and services demand during the forecast period.
Given below is the breakup of the primary respondents:
•By Company Type: Tier 1 – 34%, Tier 2 – 43%, and Tier 3 – 23%
•By Designation: C-level – 50%, Directors – 30%, and Others – 20%
•By Region: North America – 30%, Europe – 30%, APAC – 25%, MEA – 10%, Latin America– 5%.
Some prominent players profiled in the study include IBM(US), Google(US), Oracle(US), Microsoft(US), SAS(US), SAP(Germany), Cloudera (US), Teradata(US), TIBCO(US), AWS (US), Software AG (Germany), Informatica (US), Impetus (US), HPE (US), Intel (US), Iguazio (Israel), Conviva(US), Axonize (Israel), Adobe (US), Altair (US), Mphasis (India), Striim(US), INTECO (Canada), WSO2(US), SQLstream (US), EsperTech (US), Materialize (US), StarTree(US), Crosser (Sweden), Quix (UK), Lenses(UK), BangDB(India), Imply(US), Coralogix(US), Ververica (US), StreamSets (US).
Research coverage
The market study covers Streaming analytics across different segments. It aims at estimating the market size and the growth potential of this market across different segments, such as by Component, Application (Supply Chain Management, Sales & Marketing, and Fraud Detection), Industry Vertical, Deployment Mode, Organization Size, and Region. The regional analysis of the Streaming analytics covers North America, Europe, APAC, MEA, and Latin America
The study also includes an in-depth competitive analysis of the key market players, along with their company profiles, key observations related to product and business offerings, recent developments, and key market strategies.
Key benefits of buying the report
The report is expected to help the market leaders/new entrants in this market by providing them information on the closest approximations of the revenue numbers for the overall Streaming analytics and its segments. This report is also expected to help stakeholders understand the competitive landscape and gain insights to improve the position of their businesses and plan suitable go-to-market strategies. The report also aims at helping stakeholders understand the pulse of the market and provide them with information on key market drivers, restraints, challenges, and opportunities.
目次
1INTRODUCTION30
1.1INTRODUCTION TO COVID-1930
1.2COVID-19 HEALTH ASSESSMENT30
FIGURE 1COVID-19: GLOBAL PROPAGATION30
FIGURE 2COVID-19 PROPAGATION: SELECT COUNTRIES31
1.3COVID-19 ECONOMIC ASSESSMENT32
FIGURE 3REVISED GROSS DOMESTIC PRODUCT FORECASTS FOR SELECT G20 COUNTRIES IN 202032
1.3.1COVID-19 ECONOMIC IMPACT—SCENARIO ASSESSMENT33
FIGURE 4CRITERIA IMPACTING THE GLOBAL ECONOMY33
FIGURE 5SCENARIOS IN TERMS OF RECOVERY OF THE GLOBAL ECONOMY34
1.4OBJECTIVES OF THE STUDY35
1.5MARKET DEFINITION35
1.5.1INCLUSIONS AND EXCLUSIONS36
1.6MARKET SCOPE36
1.6.1MARKET SEGMENTATION37
1.6.2YEARS CONSIDERED FOR THE STUDY37
1.7CURRENCY CONSIDERED38
TABLE 1UNITED STATES DOLLAR EXCHANGE RATE, 2018–202138
1.8STAKEHOLDERS38
1.9SUMMARY OF CHANGES38
2RESEARCH METHODOLOGY40
2.1RESEARCH DATA40
FIGURE 6GLOBAL STREAMING ANALYTICS MARKET: RESEARCH DESIGN40
2.1.1SECONDARY DATA41
2.1.2PRIMARY DATA41
2.1.2.1Breakup of primary profiles42
2.1.2.2Key industry insights42
2.2MARKET BREAKUP AND DATA TRIANGULATION43
2.3MARKET SIZE ESTIMATION44
FIGURE 7MARKET SIZE ESTIMATION METHODOLOGY ̶ APPROACH 1 (SUPPLY SIDE): REVENUE OF SOLUTIONS/SERVICES OF THE STREAMING ANALYTICS MARKET44
FIGURE 8MARKET SIZE ESTIMATION METHODOLOGY ̶ APPROACH 2 – BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE OF ALL SOLUTIONS/SERVICES OF THE STREAMING ANALYTICS MARKET44
FIGURE 9MARKET SIZE ESTIMATION METHODOLOGY ̶ APPROACH 3 – TOP-DOWN (DEMAND SIDE): SHARE OF STREAMING ANALYTICS THROUGH THE OVERALL STREAMING ANALYTICS SPENDING45
FIGURE 10STREAMING ANALYTICS MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES46
2.3.1TOP-DOWN APPROACH46
2.3.2BOTTOM-UP APPROACH47
2.4COMPANY EVALUATION MATRIX47
FIGURE 11COMPANY EVALUATION MATRIX: CRITERIA WEIGHTAGE47
2.5STARTUP/SME EVALUATION MATRIX METHODOLOGY48
FIGURE 12STARTUP/SME EVALUATION MATRIX: CRITERIA WEIGHTAGE48
2.6ASSUMPTIONS FOR THE STUDY49
2.7LIMITATIONS OF THE STUDY50
3EXECUTIVE SUMMARY51
TABLE 2GLOBAL STREAMING ANALYTICS MARKET SIZE AND GROWTH RATE,
2015–2020 (USD MILLION, Y-O-Y%)52
TABLE 3GLOBAL STREAMING ANALYTICS MARKET SIZE AND GROWTH RATE,
2021–2026 (USD MILLION, Y-O-Y%)52
FIGURE 13SOFTWARE SEGMENT TO HOLD A LARGER MARKET SIZE IN 202152
FIGURE 14PROFESSIONAL SERVICES SEGMENT TO HOLD A LARGER MARKET SHARE IN 202153
FIGURE 15SUPPORT AND MAINTENANCE SEGMENT TO HOLD A LARGER MARKET SIZE IN 202153
FIGURE 16CLOUD SEGMENT TO HOLD A LARGER MARKET SHARE IN 202153
FIGURE 17PUBLIC CLOUD SEGMENT TO HOLD THE LARGEST MARKET SIZE IN 202154
FIGURE 18LOCATION INTELLIGENCE SEGMENT TO HOLD THE LARGEST MARKET SHARE IN 202154
FIGURE 19LARGE ENTERPRISES SEGMENT TO HOLD A LARGER MARKET SIZE IN 202154
FIGURE 20TELECOMMUNICATIONS & IT TO CONTRIBUTE THE HIGHEST MARKET REVENUE IN 202155
FIGURE 21NORTH AMERICA TO EMERGE AS THE DOMINANT REGION IN TERMS OF MARKET SIZE IN 202155
4PREMIUM INSIGHTS56
4.1BRIEF OVERVIEW OF THE STREAMING ANALYTICS MARKET56
FIGURE 22INCREASED DIGITALIZATION AND EMERGING TECHNOLOGIES TO DRIVE THE MARKET GROWTH.56
4.2STREAMING ANALYTICS MARKET: TOP THREE INDUSTRY VERTICALS56
FIGURE 23ENERGY AND UTILITIES SEGMENT TO HOLD THE LARGEST MARKET SHARE DURING THE FORECAST PERIOD56
4.3STREAMING ANALYTICS MARKET, BY REGION57
FIGURE 24NORTH AMERICA TO HOLD THE LARGEST MARKET SHARE IN 202157
4.4STREAMING ANALYTICS MARKET IN NORTH AMERICA, BY APPLICATION AND INDUSTRY VERTICAL57
FIGURE 25SALES & MARKETING, AND TELECOMMUNICATION & IT TO ACCOUNT FOR THE LARGEST SHARES IN THE STREAMING ANALYTICS MARKET IN 202157
5MARKET OVERVIEW AND INDUSTRY TRENDS58
5.1INTRODUCTION58
5.2MARKET DYNAMICS58
FIGURE 26DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: STREAMING ANALYTICS MARKET58
5.2.1DRIVERS59
5.2.1.1Increased digitalization and emerging technologies such as big data, IoT, and AI to drive the market growth59
5.2.1.2Strategic shift toward real-time accurate forecasts59
5.2.1.3Rising data connectivity through hybrid and multi-cloud environments60
5.2.2RESTRAINTS60
5.2.2.1Lack of integration of legacy systems with streaming analytics solutions60
5.2.3OPPORTUNITIES61
5.2.3.1Real-time recommendations, pattern detection, and anomaly detection to gain traction61
5.2.3.2Ongoing partnerships and product launches taking place in the streaming analytics market61
5.2.4CHALLENGES61
5.2.4.1Handling large-scale data in a decentralized environment61
5.2.4.2Data security concerns and stringent data security regulations61
5.2.4.3Network slowdown due to the COVID-19 pandemic to impact the growth of the streaming analytics market62
5.3CASE STUDIES63
5.3.1BANKING, FINANCIAL SERVICES, AND INSURANCE63
5.3.1.1Use Case 1: MAX uses the Cloudera platform to enhance the user experience by analyzing the causes behind declined customer transactions in real-time63
5.3.2TELECOMMUNICATION64
5.3.2.1Use Case 2: iBASIS uses Striim’s analytics platform to obtain deeper network-related issues64
5.3.3RETAIL AND ECOMMERCE64
5.3.3.1Use Case 4: GOYA Foods uses TIBCO to enhance customer experience64
5.3.4GOVERNMENT65
5.3.4.1Use Case 5: ASX uses TIBCO and prevents customer issues by approximately 78%65
5.3.5MEDIA AND ENTERTAINMENT65
5.3.5.1Use Case 6: Greentube uses the Cloudera platform and boosted its revenue by 2%65
5.3.6MANUFACTURING66
5.3.6.1Use 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 year66
5.3.7HEALTHCARE67
5.3.7.1Use Case 8: Intermountain Healthcare uses Informatica Enterprise Data Catalog to manage patient data67
5.3.8TRANSPORT AND LOGISTICS67
5.3.8.1Use Case 9: TRAILAR uses Software AG IoT & Analytics solution to obtain insights on real-time data67
5.3.9ENERGY AND UTILITIES68
5.3.9.1Use Case 10: An oil & gas corporation used Informatica’s platform to optimize IT cost and connect with upstream and downstream data in real time68
5.4PATENT ANALYSIS69
5.4.1METHODOLOGY69
5.4.2DOCUMENT TYPE69
TABLE 4PATENTS FILED, 2018–202169
5.4.3INNOVATION AND PATENT APPLICATIONS69
FIGURE 27ANNUAL NUMBER OF PATENTS GRANTED, 2018–202169
5.4.3.1Top applicants70
FIGURE 28TOP TEN COMPANIES WITH THE HIGHEST NUMBER OF PATENT APPLICATIONS, 2018–202170
5.5STREAMING ANALYTICS ECOSYSTEM70
TABLE 5STREAMING ANALYTICS MARKET: ECOSYSTEM70
5.6SUPPLY CHAIN ANALYSIS72
FIGURE 29SUPPLY CHAIN ANALYSIS72
5.7PRICING MODEL ANALYSIS73
TABLE 6PRICING MODEL73
5.8TRENDS/DISRUPTIONS IMPACTING BUYERS/CLIENTS IN THE STREAMING ANALYTICS MARKET74
FIGURE 30STREAMING ANALYTICS MARKET: TRENDS/DISRUPTIONS IMPACTING BUYERS/CLIENTS74
5.9PORTER’S FIVE FORCES ANALYSIS75
FIGURE 31STREAMING ANALYTICS MARKET: PORTER’S FIVE FORCES ANALYSIS75
TABLE 7STREAMING ANALYTICS MARKET: PORTER’S FIVE FORCES ANALYSIS75
5.9.1THREAT OF NEW ENTRANTS76
5.9.2THREAT OF SUBSTITUTES76
5.9.3BARGAINING POWER OF SUPPLIERS76
5.9.4BARGAINING POWER OF BUYERS76
5.9.5INTENSITY OF COMPETITIVE RIVALRY77
5.10TECHNOLOGICAL ANALYSIS77
5.10.1ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING77
5.10.2INTERNET OF THINGS77
5.10.3CLOUD COMPUTING78
5.11REGULATORY IMPLICATIONS78
5.11.1GENERAL DATA PROTECTION REGULATION78
5.11.2HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT78
5.11.3PAYMENT CARD INDUSTRY DATA SECURITY STANDARD79
5.11.4SOC 2 TYPE II COMPLIANCE79
5.11.5ISO/IEC 2700179
5.11.6THE GRAMM–LEACH–BLILEY ACT79
5.12STREAMING ANALYTICS MARKET: COVID-19 IMPACT79
FIGURE 32STREAMING ANALYTICS MARKET TO DECLINE DURING 2021-202681
6STREAMING ANALYTICS MARKET, BY COMPONENT82
6.1INTRODUCTION83
6.1.1COVID-19 IMPACT ON THE STREAMING ANALYTICS MARKET, BY COMPONENT83
FIGURE 33SERVICES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD83
TABLE 8STREAMING ANALYTICS MARKET, BY COMPONENT, 2015–2020 (USD MILLION)84
TABLE 9STREAMING ANALYTICS MARKET, BY COMPONENT, 2021–2026 (USD MILLION)84
6.1.2COMPONENT: STREAMING ANALYTICS MARKET DRIVERS84
6.2SOFTWARE85
TABLE 10STREAMING ANALYTICS SOFTWARE MARKET, BY REGION, 2015–2020 (USD MILLION)85
TABLE 11STREAMING ANALYTICS SOFTWARE MARKET, BY REGION, 2021–2026 (USD MILLION)85
6.3SERVICES86
FIGURE 34MANAGED SERVICES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD86
TABLE 12STREAMING ANALYTICS MARKET, BY SERVICE, 2015–2020 (USD MILLION)86
TABLE 13STREAMING ANALYTICS MARKET, BY SERVICE, 2021–2026 (USD MILLION)87
TABLE 14STREAMING ANALYTICS SERVICES MARKET, BY REGION, 2015–2020 (USD MILLION)87
TABLE 15STREAMING ANALYTICS SERVICES MARKET, BY REGION, 2021–2026 (USD MILLION)87
6.3.1MANAGED SERVICES88
TABLE 16STREAMING ANALYTICS MANAGED SERVICES MARKET, BY REGION, 2015–2020 (USD MILLION)88
TABLE 17STREAMING ANALYTICS MANAGED SERVICES MARKET, BY REGION, 2021–2026 (USD MILLION)88
6.3.2PROFESSIONAL SERVICES89
TABLE 18STREAMING ANALYTICS PROFESSIONAL SERVICES MARKET, BY REGION, 2015–2020 (USD MILLION)89
TABLE 19STREAMING ANALYTICS PROFESSIONAL SERVICES MARKET, BY REGION, 2021–2026 (USD MILLION)89
FIGURE 35SUPPORT AND MAINTENANCE SERVICES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD90
TABLE 20STREAMING ANALYTICS PROFESSIONAL SERVICES MARKET, BY TYPE, 2015–2020 (USD MILLION)90
TABLE 21STREAMING ANALYTICS PROFESSIONAL SERVICES MARKET, BY TYPE, 2021–2026 (USD MILLION)90
6.3.3DEPLOYMENT & INTEGRATION91
TABLE 22STREAMING ANALYTICS DEPLOYMENT & INTEGRATION SERVICES MARKET, BY REGION, 2015–2020 (USD MILLION)91
TABLE 23STREAMING ANALYTICS DEPLOYMENT & INTEGRATION SERVICES MARKET, BY REGION, 2021–2026 (USD MILLION)91
6.3.4SUPPORT AND MAINTENANCE92
TABLE 24STREAMING ANALYTICS SUPPORT AND MAINTENANCE MARKET, BY REGION, 2015–2020 (USD MILLION)92
TABLE 25STREAMING ANALYTICS SUPPORT AND MAINTENANCE MARKET, BY REGION, 2021–2026 (USD MILLION)92
7STREAMING ANALYTICS MARKET, BY APPLICATION93
7.1INTRODUCTION94
7.1.1COVID-19 IMPACT ON THE STREAMING ANALYTICS MARKET, BY APPLICATION94
FIGURE 36SUPPLY CHAIN MANAGEMENT SEGMENT TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD95
TABLE 26STREAMING ANALYTICS MARKET, BY APPLICATION, 2015–2020 (USD MILLION)95
TABLE 27STREAMING ANALYTICS MARKET, BY APPLICATION, 2021–2026 (USD MILLION)96
7.1.2APPLICATION: STREAMING ANALYTICS MARKET DRIVERS96
7.2FRAUD DETECTION97
TABLE 28FRAUD DETECTION MARKET, BY REGION, 2015–2020 (USD MILLION)97
TABLE 29FRAUD DETECTION MARKET, BY REGION, 2021–2026 (USD MILLION)97
7.3SALES & MARKETING MANAGEMENT98
TABLE 30SALES & MARKETING MANAGEMENT MARKET, BY REGION, 2015–2020 (USD MILLION)98
TABLE 31SALES & MARKETING MANAGEMENT MARKET, BY REGION, 2021–2026 (USD MILLION)98
7.4PREDICTIVE ASSET MANAGEMENT99
TABLE 32PREDICTIVE ASSET MANAGEMENT MARKET, BY REGION, 2015–2020 (USD MILLION)99
TABLE 33PREDICTIVE ASSET MANAGEMENT MARKET, BY REGION, 2021–2026 (USD MILLION)99
7.5RISK MANAGEMENT100
TABLE 34RISK MANAGEMENT MARKET, BY REGION, 2015–2020 (USD MILLION)100
TABLE 35RISK MANAGEMENT MARKET, BY REGION, 2021–2026 (USD MILLION)100
7.6NETWORK MANAGEMENT & OPTIMIZATION101
TABLE 36NETWORK MANAGEMENT & OPTIMIZATION MARKET, BY REGION, 2015–2020 (USD MILLION)101
TABLE 37NETWORK MANAGEMENT & OPTIMIZATION MARKET, BY REGION, 2021–2026 (USD MILLION)101
7.7LOCATION INTELLIGENCE102
TABLE 38LOCATION INTELLIGENCE MARKET, BY REGION, 2015–2020 (USD MILLION)102
TABLE 39LOCATION INTELLIGENCE MARKET, BY REGION, 2021–2026 (USD MILLION)102
7.8SUPPLY CHAIN MANAGEMENT103
TABLE 40SUPPLY CHAIN MANAGEMENT MARKET, BY REGION, 2015–2020 (USD MILLION)103
TABLE 41SUPPLY CHAIN MANAGEMENT MARKET, BY REGION, 2021–2026 (USD MILLION)103
7.9OTHER APPLICATIONS104
TABLE 42OTHER APPLICATIONS MARKET, BY REGION, 2015–2020 (USD MILLION)104
TABLE 43OTHER APPLICATIONS MARKET, BY REGION, 2021–2026 (USD MILLION)104
8STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE105
8.1INTRODUCTION106
8.1.1COVID-19 IMPACT ON STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE106
FIGURE 37CLOUD DEPLOYMENT MODE TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD106
TABLE 44STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)107
TABLE 45STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)107
8.1.2DEPLOYMENT MODE: STREAMING ANALYTICS MARKET DRIVERS107
8.2ON-PREMISES108
TABLE 46ON-PREMISE STREAMING ANALYTICS MARKET, BY REGION, 2015–2020 (USD MILLION)108
TABLE 47ON-PREMISE STREAMING ANALYTICS MARKET, BY REGION, 2021–2026 (USD MILLION)108
8.3CLOUD109
FIGURE 38HYBRID CLOUD DEPLOYMENT MODE TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD109
TABLE 48CLOUD-BASED STREAMING ANALYTICS MARKET, BY TYPE, 2015–2020 (USD MILLION)109
TABLE 49CLOUD-BASED STREAMING ANALYTICS MARKET, BY TYPE, 2021–2026 (USD MILLION)110
TABLE 50CLOUD-BASED STREAMING ANALYTICS MARKET, BY REGION, 2015–2020 (USD MILLION)110
TABLE 51CLOUD-BASED STREAMING ANALYTICS MARKET, BY REGION, 2021–2026 (USD MILLION)110
8.3.1PUBLIC CLOUD111
TABLE 52PUBLIC CLOUD-BASED STREAMING ANALYTICS MARKET, BY REGION, 2015–2020 (USD MILLION)111
TABLE 53PUBLIC CLOUD-BASED STREAMING ANALYTICS MARKET, BY REGION, 2021–2026 (USD MILLION)112
8.3.2PRIVATE CLOUD112
TABLE 54PRIVATE CLOUD-BASED STREAMING ANALYTICS MARKET, BY REGION, 2015–2020 (USD MILLION)113
TABLE 55PRIVATE CLOUD-BASED STREAMING ANALYTICS MARKET, BY REGION, 2021–2026 (USD MILLION)113
8.3.3HYBRID CLOUD113
TABLE 56HYBRID CLOUD-BASED STREAMING ANALYTICS MARKET, BY REGION, 2015–2020 (USD MILLION)114
TABLE 57HYBRID CLOUD-BASED STREAMING ANALYTICS MARKET, BY REGION, 2021–2026 (USD MILLION)114
9STREAMING ANALYTICS MARKET, BY ORGANIZATION SIZE115
9.1INTRODUCTION116
9.1.1COVID-19 IMPACT ON THE STREAMING ANALYTICS MARKET, BY ORGANIZATION SIZE116
FIGURE 39SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD117
TABLE 58STREAMING ANALYTICS MARKET, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION)117
TABLE 59STREAMING ANALYTICS MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)117
9.1.2ORGANIZATION SIZE: STREAMING ANALYTICS MARKET DRIVERS118
9.2SMALL AND MEDIUM-SIZED ENTERPRISES118
TABLE 60SMALL AND MEDIUM-SIZED ENTERPRISES MARKET, BY REGION, 2015–2020 (USD MILLION)118
TABLE 61SMALL AND MEDIUM-SIZED ENTERPRISES MARKET, BY REGION, 2021–2026 (USD MILLION)119
9.3LARGE ENTERPRISES119
TABLE 62LARGE ENTERPRISES MARKET, BY REGION, 2015–2020 (USD MILLION)119
TABLE 63LARGE ENTERPRISES MARKET, BY REGION, 2021–2026 (USD MILLION)120
10STREAMING ANALYTICS MARKET, BY INDUSTRY VERTICAL121
10.1INTRODUCTION122
10.1.1COVID-19 IMPACT ON THE STREAMING ANALYTICS MARKET, BY INDUSTRY VERTICAL122
FIGURE 40ENERGY & UTILITIES INDUSTRY VERTICAL TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD123
TABLE 64STREAMING ANALYTICS MARKET, BY INDUSTRY VERTICAL, 2015–2020 (USD MILLION)123
TABLE 65STREAMING ANALYTICS MARKET, BY INDUSTRY VERTICAL, 2021–2026 (USD MILLION)124
10.1.2INDUSTRY VERTICAL: STREAMING ANALYTICS MARKET DRIVERS124
10.2BANKING, FINANCIAL SERVICES, AND INSURANCE125
TABLE 66BANKING, FINANCIAL SERVICES, AND INSURANCE VERTICAL MARKET, BY REGION, 2015–2020 (USD MILLION)125
TABLE 67BANKING, FINANCIAL SERVICES, AND INSURANCE VERTICAL MARKET, BY REGION, 2021–2026 (USD MILLION)126
10.3TELECOMMUNICATIONS & IT126
TABLE 68TELECOMMUNICATIONS & IT VERTICAL MARKET, BY REGION, 2015–2020 (USD MILLION)127
TABLE 69TELECOMMUNICATIONS & IT VERTICAL MARKET, BY REGION, 2021–2026 (USD MILLION)127
10.4RETAIL & ECOMMERCE127
TABLE 70RETAIL & ECOMMERCE VERTICAL MARKET, BY REGION, 2015–2020 (USD MILLION)128
TABLE 71RETAIL & ECOMMERCE VERTICAL MARKET, BY REGION, 2021–2026 (USD MILLION)128
10.5HEALTHCARE & LIFE SCIENCES128
TABLE 72HEALTHCARE & LIFE SCIENCES VERTICAL MARKET, BY REGION, 2015–2020 (USD MILLION)129
TABLE 73HEALTHCARE & LIFE SCIENCES VERTICAL MARKET, BY REGION, 2021–2026 (USD MILLION)129
10.6GOVERNMENT130
TABLE 74GOVERNMENT VERTICAL MARKET, BY REGION, 2015–2020 (USD MILLION)130
TABLE 75GOVERNMENT VERTICAL MARKET, BY REGION, 2021–2026 (USD MILLION)130
10.7MEDIA & ENTERTAINMENT131
TABLE 76MEDIA & ENTERTAINMENT VERTICAL MARKET, BY REGION, 2015–2020 (USD MILLION)131
TABLE 77MEDIA & ENTERTAINMENT VERTICAL MARKET, BY REGION, 2021–2026 (USD MILLION)131
10.8MANUFACTURING132
TABLE 78MANUFACTURING VERTICAL MARKET, BY REGION, 2015–2020 (USD MILLION)132
TABLE 79MANUFACTURING VERTICAL MARKET, BY REGION, 2021–2026 (USD MILLION)132
10.9ENERGY & UTILITIES133
TABLE 80ENERGY & UTILITIES VERTICAL MARKET, BY REGION, 2015–2020 (USD MILLION)133
TABLE 81ENERGY & UTILITIES VERTICAL MARKET, BY REGION, 2021–2026 (USD MILLION)133
10.10TRANSPORTATION & LOGISTICS134
TABLE 82TRANSPORTATION & LOGISTICS VERTICAL MARKET, BY REGION, 2015–2020 (USD MILLION)134
TABLE 83TRANSPORTATION & LOGISTICS VERTICAL MARKET, BY REGION, 2021–2026 (USD MILLION)134
10.11OTHER INDUSTRY VERTICALS135
TABLE 84OTHER INDUSTRY VERTICALS MARKET, BY REGION, 2015–2020 (USD MILLION)135
TABLE 85OTHER INDUSTRY VERTICALS MARKET, BY REGION, 2021–2026 (USD MILLION)135
11STREAMING ANALYTICS MARKET, BY REGION136
11.1INTRODUCTION137
FIGURE 41ASIA PACIFIC TO ACHIEVE THE HIGHEST GROWTH IN THE STREAMING ANALYTICS MARKET DURING THE FORECAST PERIOD137
FIGURE 42INDIA TO ACHIEVE THE HIGHEST GROWTH IN THE STREAMING ANALYTICS MARKET DURING THE FORECAST PERIOD138
TABLE 86STREAMING ANALYTICS MARKET, BY REGION, 2015–2020 (USD MILLION)138
TABLE 87STREAMING ANALYTICS MARKET, BY REGION, 2021–2026 (USD MILLION)138
11.2NORTH AMERICA139
11.2.1NORTH AMERICA: STREAMING ANALYTICS MARKET DRIVERS139
11.2.2NORTH AMERICA: COVID-19 IMPACT140
11.2.3NORTH AMERICA: REGULATIONS140
11.2.3.1Personal Information Protection and Electronic Documents Act (PIPEDA)140
11.2.3.2Gramm-Leach-Bliley (GLB) Act141
11.2.3.3Health Insurance Portability and Accountability Act (HIPAA) of 1996141
11.2.3.4Federal Information Security Management Act (FISMA)141
11.2.3.5Federal Information Processing Standards (FIPS)141
11.2.3.6California Consumer Privacy Act (CSPA)142
FIGURE 43NORTH AMERICA: MARKET SNAPSHOT143
TABLE 88NORTH AMERICA: STREAMING ANALYTICS MARKET, BY COMPONENT, 2015–2020 (USD MILLION)143
TABLE 89NORTH AMERICA: STREAMING ANALYTICS MARKET, BY COMPONENT, 2021–2026 (USD MILLION)144
TABLE 90NORTH AMERICA: STREAMING ANALYTICS MARKET, BY SERVICE, 2015–2020 (USD MILLION)144
TABLE 91NORTH AMERICA: STREAMING ANALYTICS MARKET, BY SERVICE, 2021–2026 (USD MILLION)144
TABLE 92NORTH AMERICA: STREAMING ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2015–2020 (USD MILLION)144
TABLE 93NORTH AMERICA: STREAMING ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION)145
TABLE 94NORTH AMERICA: STREAMING ANALYTICS MARKET, BY APPLICATION, 2015–2020 (USD MILLION)145
TABLE 95NORTH AMERICA: STREAMING ANALYTICS MARKET, BY APPLICATION, 2021–2026 (USD MILLION)145
TABLE 96NORTH AMERICA: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)146
TABLE 97NORTH AMERICA: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)146
TABLE 98NORTH AMERICA: STREAMING ANALYTICS MARKET, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION)146
TABLE 99NORTH AMERICA: STREAMING ANALYTICS MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)146
TABLE 100NORTH AMERICA: STREAMING ANALYTICS MARKET, BY CLOUD TYPE, 2015–2020 (USD MILLION)147
TABLE 101NORTH AMERICA: STREAMING ANALYTICS MARKET, BY CLOUD TYPE, 2021–2026 (USD MILLION)147
TABLE 102NORTH AMERICA: STREAMING ANALYTICS MARKET, BY INDUSTRY VERTICAL, 2015–2020 (USD MILLION)147
TABLE 103NORTH AMERICA: STREAMING ANALYTICS MARKET, BY INDUSTRY VERTICAL , 2021–2026 (USD MILLION)148
TABLE 104NORTH AMERICA: STREAMING ANALYTICS MARKET, BY COUNTRY, 2015–2020 (USD MILLION)148
TABLE 105NORTH AMERICA: STREAMING ANALYTICS MARKET, BY COUNTRY, 2021–2026 (USD MILLION)148
11.2.4UNITED STATES149
TABLE 106UNITED STATES: STREAMING ANALYTICS MARKET, BY COMPONENT, 2015–2020 (USD MILLION)149
TABLE 107UNITED STATES: STREAMING ANALYTICS MARKET, BY COMPONENT, 2021–2026 (USD MILLION)149
TABLE 108UNITED STATES: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)150
TABLE 109UNITED STATES: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)150
11.2.5CANADA150
TABLE 110CANADA: STREAMING ANALYTICS MARKET, BY COMPONENT, 2015–2020 (USD MILLION)151
TABLE 111CANADA: STREAMING ANALYTICS MARKET, BY COMPONENT, 2021–2026 (USD MILLION)151
TABLE 112CANADA: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)151
TABLE 113CANADA: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)151
11.3EUROPE151
11.3.1EUROPE: STREAMING ANALYTICS MARKET DRIVERS152
11.3.2EUROPE: COVID-19 IMPACT152
11.3.3EUROPE: TARIFFS AND REGULATIONS153
11.3.3.1General Data Protection Regulation153
11.3.3.2European Committee for Standardization (CEN)153
11.3.3.3European Technical Standards Institute (ETSI)154
TABLE 114EUROPE: STREAMING ANALYTICS MARKET, BY COMPONENT, 2015–2020 (USD MILLION)154
TABLE 115EUROPE: STREAMING ANALYTICS MARKET, BY COMPONENT, 2021–2026 (USD MILLION)154
TABLE 116EUROPE: STREAMING ANALYTICS MARKET, BY SERVICE, 2015–2020 (USD MILLION)154
TABLE 117EUROPE: STREAMING ANALYTICS MARKET, BY SERVICE, 2021–2026 (USD MILLION)154
TABLE 118EUROPE: STREAMING ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2015–2020 (USD MILLION)155
TABLE 119EUROPE: STREAMING ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION)155
TABLE 120EUROPE: STREAMING ANALYTICS MARKET, BY APPLICATION, 2015–2020 (USD MILLION)155
TABLE 121EUROPE: STREAMING ANALYTICS MARKET, BY APPLICATION, 2021–2026 (USD MILLION)156
TABLE 122EUROPE: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)156
TABLE 123EUROPE: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)156
TABLE 124EUROPE: STREAMING ANALYTICS MARKET, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION)157
TABLE 125EUROPE: STREAMING ANALYTICS MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)157
TABLE 126EUROPE: STREAMING ANALYTICS MARKET, BY CLOUD TYPE, 2015–2020 (USD MILLION)157
TABLE 127EUROPE: STREAMING ANALYTICS MARKET, BY CLOUD TYPE, 2021–2026 (USD MILLION)157
TABLE 128EUROPE: STREAMING ANALYTICS MARKET, BY INDUSTRY VERTICAL, 2015–2020 (USD MILLION)158
TABLE 129EUROPE: STREAMING ANALYTICS MARKET, BY INDUSTRY VERTICAL, 2021–2026 (USD MILLION158
TABLE 130EUROPE: STREAMING ANALYTICS MARKET, BY COUNTRY, 2015–2020 (USD MILLION)159
TABLE 131EUROPE: STREAMING ANALYTICS MARKET, BY COUNTRY, 2021–2026 (USD MILLION)159
11.3.4UNITED KINGDOM159
TABLE 132UNITED KINGDOM: STREAMING ANALYTICS MARKET, BY COMPONENT, 2015–2020 (USD MILLION)160
TABLE 133UNITED KINGDOM: STREAMING ANALYTICS MARKET, BY COMPONENT, 2021–2026 (USD MILLION)160
TABLE 134UNITED KINGDOM: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)160
TABLE 135UNITED KINGDOM: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)160
11.3.5GERMANY161
TABLE 136GERMANY: STREAMING ANALYTICS MARKET, BY COMPONENT, 2015–2020 (USD MILLION)161
TABLE 137GERMANY: STREAMING ANALYTICS MARKET, BY COMPONENT, 2021–2026 (USD MILLION)161
TABLE 138GERMANY: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)162
TABLE 139GERMANY: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)162
11.3.6FRANCE162
TABLE 140FRANCE: STREAMING ANALYTICS MARKET, BY COMPONENT, 2015–2020 (USD MILLION)162
TABLE 141FRANCE: STREAMING ANALYTICS MARKET, BY COMPONENT, 2021–2026 (USD MILLION)163
TABLE 142FRANCE: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)163
TABLE 143FRANCE: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)163
11.3.7SPAIN163
TABLE 144SPAIN: STREAMING ANALYTICS MARKET, BY COMPONENT, 2015–2020 (USD MILLION)164
TABLE 145SPAIN: STREAMING ANALYTICS MARKET, BY COMPONENT, 2021–2026 (USD MILLION)164
TABLE 146SPAIN: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)164
TABLE 147SPAIN: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)164
11.3.8REST OF EUROPE165
TABLE 148REST OF EUROPE: STREAMING ANALYTICS MARKET, BY COMPONENT, 2015–2020 (USD MILLION)165
TABLE 149REST OF EUROPE: STREAMING ANALYTICS MARKET, BY COMPONENT, 2021–2026 (USD MILLION)165
TABLE 150REST OF EUROPE: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)165
TABLE 151REST OF EUROPE: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)166
11.4ASIA PACIFIC166
11.4.1ASIA PACIFIC: STREAMING ANALYTICS MARKET DRIVERS166
11.4.2ASIA PACIFIC: COVID-19 IMPACT167
11.4.3ASIA PACIFIC: REGULATIONS167
11.4.3.1Privacy Commissioner for Personal Data (PCPD)167
11.4.3.2Act on the Protection of Personal Information (APPI)167
11.4.3.3Critical Information Infrastructure168
11.4.3.4International Organization for Standardization (ISO) 27001168
11.4.3.5Personal Data Protection Act (PDPA)168
FIGURE 44ASIA PACIFIC: MARKET SNAPSHOT169
TABLE 152ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY COMPONENT, 2015–2020 (USD MILLION)169
TABLE 153ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY COMPONENT, 2021–2026 (USD MILLION)170
TABLE 154ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY SERVICE, 2015–2020 (USD MILLION)170
TABLE 155ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY SERVICE, 2021–2026 (USD MILLION)170
TABLE 156ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2015–2020 (USD MILLION)170
TABLE 157ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION)171
TABLE 158ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY APPLICATION, 2015–2020 (USD MILLION)171
TABLE 159ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY APPLICATION, 2021–2026 (USD MILLION)171
TABLE 160ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)172
TABLE 161ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)172
TABLE 162ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION)172
TABLE 163ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)172
TABLE 164ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY CLOUD TYPE, 2015–2020 (USD MILLION)173
TABLE 165ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY CLOUD TYPE, 2021–2026 (USD MILLION)173
TABLE 166ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY INDUSTRY VERTICAL, 2015–2020 (USD MILLION)173
TABLE 167ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY INDUSTRY VERTICAL, 2021–2026 (USD MILLION)174
TABLE 168ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY COUNTRY, 2015–2020 (USD MILLION)174
TABLE 169ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY COUNTRY, 2021–2026 (USD MILLION)175
11.4.4CHINA175
TABLE 170CHINA: STREAMING ANALYTICS MARKET, BY COMPONENT, 2015–2020 (USD MILLION)175
TABLE 171CHINA: STREAMING ANALYTICS MARKET, BY COMPONENT, 2021–2026 (USD MILLION)176
TABLE 172CHINA: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)176
TABLE 173CHINA: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)176
11.4.5JAPAN176
TABLE 174JAPAN: STREAMING ANALYTICS MARKET, BY COMPONENT, 2015–2020 (USD MILLION)177
TABLE 175JAPAN: STREAMING ANALYTICS MARKET, BY COMPONENT, 2021–2026 (USD MILLION)177
TABLE 176JAPAN: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)177
TABLE 177JAPAN: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)177
11.4.6INDIA178
TABLE 178INDIA: STREAMING ANALYTICS MARKET, BY COMPONENT, 2015–2020 (USD MILLION)178
TABLE 179INDIA: STREAMING ANALYTICS MARKET, BY COMPONENT, 2021–2026 (USD MILLION)178
TABLE 180INDIA: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)178
TABLE 181INDIA: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)179
11.4.7SINGAPORE179
TABLE 182SINGAPORE: STREAMING ANALYTICS MARKET, BY COMPONENT, 2015–2020 (USD MILLION)179
TABLE 183SINGAPORE: STREAMING ANALYTICS MARKET, BY COMPONENT, 2021–2026 (USD MILLION)179
TABLE 184SINGAPORE: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)180
TABLE 185SINGAPORE: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)180
11.4.8REST OF ASIA PACIFIC180
TABLE 186REST OF ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY COMPONENT, 2015–2020 (USD MILLION)180
TABLE 187REST OF ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY COMPONENT, 2021–2026 (USD MILLION)181
TABLE 188REST OF ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)181
TABLE 189REST OF ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)181
11.5MIDDLE EAST AND AFRICA181
11.5.1MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET DRIVERS182
11.5.2MIDDLE EAST AND AFRICA: COVID-19 IMPACT182
11.5.3MIDDLE EAST AND AFRICA: REGULATIONS183
11.5.3.1Israeli Privacy Protection Regulations (Data Security), 5777-2017183
11.5.3.2GDPR Applicability in KSA183
11.5.3.3Protection of Personal Information Act (POPIA)183
TABLE 190MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET, BY COMPONENT, 2015–2020 (USD MILLION)184
TABLE 191MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET, BY COMPONENT, 2021–2026 (USD MILLION)184
TABLE 192MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET, BY SERVICE, 2015–2020 (USD MILLION)184
TABLE 193MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET, BY SERVICE, 2021–2026 (USD MILLION)184
TABLE 194MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2015–2020 (USD MILLION)185
TABLE 195MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION)185
TABLE 196MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET, BY APPLICATION, 2015–2020 (USD MILLION)185
TABLE 197MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET, BY APPLICATION, 2021–2026 (USD MILLION)186
TABLE 198MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)186
TABLE 199MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)186
TABLE 200MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION)187
TABLE 201MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)187
TABLE 202MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET, BY CLOUD TYPE, 2015–2020 (USD MILLION)187
TABLE 203MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET, BY CLOUD TYPE, 2021–2026 (USD MILLION)187
TABLE 204MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET, BY INDUSTRY VERTICAL, 2015–2020 (USD MILLION)188
TABLE 205MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET, BY INDUSTRY VERTICAL, 2021–2026 (USD MILLION)188
TABLE 206MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET, BY REGION, 2015–2020 (USD MILLION)189
TABLE 207MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET, BY REGION, 2021–2026 (USD MILLION)189
11.5.4MIDDLE EAST189
TABLE 208MIDDLE EAST: STREAMING ANALYTICS MARKET, BY COMPONENT, 2015–2020 (USD MILLION)189
TABLE 209MIDDLE EAST: STREAMING ANALYTICS MARKET, BY COMPONENT, 2021–2026 (USD MILLION)190
TABLE 210MIDDLE EAST: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)190
TABLE 211MIDDLE EAST: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)190
11.5.5AFRICA190
TABLE 212AFRICA: STREAMING ANALYTICS MARKET, BY COMPONENT, 2015–2020 (USD MILLION)191
TABLE 213AFRICA: STREAMING ANALYTICS MARKET, BY COMPONENT, 2021–2026 (USD MILLION)191
TABLE 214AFRICA: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)191
TABLE 215AFRICA: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)191
11.6LATIN AMERICA192
11.6.1LATIN AMERICA: STREAMING ANALYTICS MARKET DRIVERS192
11.6.2LATIN AMERICA: COVID-19 IMPACT192
11.6.3LATIN AMERICA: REGULATIONS193
11.6.3.1Brazil Data Protection Law193
11.6.3.2Argentina Personal Data Protection Law No. 25.326193
TABLE 216LATIN AMERICA: STREAMING ANALYTICS MARKET, BY COMPONENT, 2015–2020 (USD MILLION)194
TABLE 217LATIN AMERICA: STREAMING ANALYTICS MARKET, BY COMPONENT, 2021–2026 (USD MILLION)194
TABLE 218LATIN AMERICA: STREAMING ANALYTICS MARKET, BY SERVICE, 2015–2020 (USD MILLION)194
TABLE 219LATIN AMERICA: STREAMING ANALYTICS MARKET, BY SERVICE, 2021–2026 (USD MILLION)195
TABLE 220LATIN AMERICA: STREAMING ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2015–2020 (USD MILLION)195
TABLE 221LATIN AMERICA: STREAMING ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION)195
TABLE 222LATIN AMERICA: STREAMING ANALYTICS MARKET, BY APPLICATION, 2015–2020 (USD MILLION)196
TABLE 223LATIN AMERICA: STREAMING ANALYTICS MARKET, BY APPLICATION, 2021–2026 (USD MILLION)196
TABLE 224LATIN AMERICA: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)197
TABLE 225LATIN AMERICA: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)197
TABLE 226LATIN AMERICA: STREAMING ANALYTICS MARKET, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION)197
TABLE 227LATIN AMERICA: STREAMING ANALYTICS MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)197
TABLE 228LATIN AMERICA: STREAMING ANALYTICS MARKET, BY CLOUD TYPE, 2015–2020 (USD MILLION)198
TABLE 229LATIN AMERICA: STREAMING ANALYTICS MARKET, BY CLOUD TYPE, 2021–2026 (USD MILLION)198
TABLE 230LATIN AMERICA: STREAMING ANALYTICS MARKET, BY INDUSTRY VERTICAL, 2015–2020 (USD MILLION)198
TABLE 231LATIN AMERICA: STREAMING ANALYTICS MARKET, BY INDUSTRY VERTICAL, 2021–2026 (USD MILLION)199
TABLE 232LATIN AMERICA: STREAMING ANALYTICS MARKET, BY COUNTRY, 2015–2020 (USD MILLION)199
TABLE 233LATIN AMERICA: STREAMING ANALYTICS MARKET, BY COUNTRY, 2021–2026 (USD MILLION)199
11.6.4BRAZIL200
TABLE 234BRAZIL: STREAMING ANALYTICS MARKET, BY COMPONENT, 2015–2020 (USD MILLION)200
TABLE 235BRAZIL: STREAMING ANALYTICS MARKET, BY COMPONENT, 2021–2026 (USD MILLION)200
TABLE 236BRAZIL: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)200
TABLE 237BRAZIL: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)201
11.6.5MEXICO201
TABLE 238MEXICO: STREAMING ANALYTICS MARKET, BY COMPONENT, 2015–2020 (USD MILLION)201
TABLE 239MEXICO: STREAMING ANALYTICS MARKET, BY COMPONENT, 2021–2026 (USD MILLION)201
TABLE 240MEXICO: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)202
TABLE 241MEXICO: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)202
12COMPETITIVE LANDSCAPE203
12.1OVERVIEW203
12.2KEY PLAYER STRATEGIES203
12.3MARKET SHARE ANALYSIS203
FIGURE 45STREAMING ANALYTICS MARKET SHARE ANALYSIS OF KEY PLAYERS (2021-2026)204
TABLE 242STREAMING ANALYTICS MARKET: DEGREE OF COMPETITION204
12.4REVENUE ANALYSIS205
FIGURE 46REVENUE ANALYSIS FOR LEADING PLAYERS, 2016-2020205
12.5COMPANY EVALUATION QUADRANT206
12.5.1STARS206
12.5.2EMERGING LEADERS206
12.5.3PERVASIVE PLAYERS206
12.5.4PARTICIPANTS206
FIGURE 47KEY STREAMING ANALYTICS MARKET PLAYERS, COMPANY EVALUATION MATRIX, 2021207
12.6COMPETITIVE BENCHMARKING208
TABLE 243COMPANY PRODUCT FOOTPRINT208
TABLE 244COMPANY REGION FOOTPRINT209
12.7STARTUP/SME EVALUATION QUADRANT210
12.7.1PROGRESSIVE COMPANIES211
12.7.2RESPONSIVE COMPANIES211
12.7.3DYNAMIC COMPANIES211
12.7.4STARTING BLOCKS211
FIGURE 48STARTUP/SME STREAMING ANALYTICS MARKET EVALUATION MATRIX, 2021212
12.8COMPETITIVE SCENARIO213
12.8.1PRODUCT LAUNCHES213
TABLE 245PRODUCT LAUNCHES, 2018–2021213
12.8.2DEALS223
TABLE 246DEALS, 2018–2021223
13COMPANY PROFILES237
13.1INTRODUCTION237
13.2MAJOR PLAYERS237
(Business Overview, Solutions, Products & Services, Key Insights, Recent Developments, COVID-19 related developments,
MnM View)*
13.2.1IBM237
TABLE 247IBM: BUSINESS OVERVIEW237
FIGURE 49IBM: COMPANY SNAPSHOT238
TABLE 248IBM: PRODUCTS OFFERED238
TABLE 249IBM: SERVICES OFFERED239
TABLE 250IBM: PRODUCT LAUNCHES AND ENHANCEMENTS239
TABLE 251IBM: DEALS239
13.2.2GOOGLE243
TABLE 252GOOGLE: BUSINESS OVERVIEW243
FIGURE 50GOOGLE: COMPANY SNAPSHOT244
TABLE 253GOOGLE: PRODUCTS OFFERED244
TABLE 254GOOGLE: SERVICES OFFERED245
TABLE 255GOOGLE: PRODUCT LAUNCHES AND ENHANCEMENTS245
TABLE 256GOOGLE: DEALS245
13.2.3ORACLE248
TABLE 257ORACLE: BUSINESS OVERVIEW248
FIGURE 51ORACLE: COMPANY SNAPSHOT249
TABLE 258ORACLE: PRODUCTS OFFERED249
TABLE 259ORACLE: SERVICES OFFERED249
TABLE 260ORACLE: PRODUCT LAUNCHES AND ENHANCEMENTS250
TABLE 261ORACLE: DEALS250
13.2.4MICROSOFT253
TABLE 262MICROSOFT: BUSINESS OVERVIEW253
FIGURE 52MICROSOFT: COMPANY SNAPSHOT254
TABLE 263MICROSOFT: PRODUCTS OFFERED254
TABLE 264MICROSOFT: SERVICES OFFERED254
TABLE 265MICROSOFT: PRODUCT LAUNCHES AND ENHANCEMENTS255
TABLE 266MICROSOFT: DEALS255
13.2.5SAP258
TABLE 267SAP: BUSINESS OVERVIEW258
FIGURE 53SAP: COMPANY SNAPSHOT259
TABLE 268SAP: PRODUCTS OFFERED259
TABLE 269SAP: SERVICES OFFERED260
TABLE 270SAP: PRODUCT LAUNCHES AND ENHANCEMENTS260
TABLE 271SAP: DEALS261
13.2.6SAS263
TABLE 272SAS: BUSINESS OVERVIEW263
FIGURE 54SAS: COMPANY SNAPSHOT264
TABLE 273SAS: PRODUCTS OFFERED264
TABLE 274SAS: SERVICES OFFERED264
TABLE 275SAS: PRODUCT LAUNCHES AND ENHANCEMENTS265
TABLE 276SAS: DEALS266
13.2.7CLOUDERA268
TABLE 277CLOUDERA: BUSINESS OVERVIEW268
FIGURE 55CLOUDERA: COMPANY SNAPSHOT269
TABLE 278CLOUDERA: PRODUCTS OFFERED269
TABLE 279CLOUDERA: SERVICES OFFERED269
TABLE 280CLOUDERA: PRODUCT LAUNCHES AND ENHANCEMENTS270
TABLE 281CLOUDERA: DEALS271
13.2.8TERADATA272
TABLE 282TERADATA: BUSINESS OVERVIEW272
FIGURE 56TERADATA: COMPANY SNAPSHOT273
TABLE 283TERADATA: PRODUCTS OFFERED273
TABLE 284TERADATA: SERVICES OFFERED273
TABLE 285TERADATA: PRODUCT LAUNCHES AND ENHANCEMENTS274
TABLE 286TERADATA: DEALS274
13.2.9TIBCO276
TABLE 287TIBCO: BUSINESS OVERVIEW276
TABLE 288TIBCO: PRODUCTS OFFERED276
TABLE 289TIBCO: SERVICES OFFERED277
TABLE 290TIBCO: PRODUCT LAUNCHES AND ENHANCEMENTS277
TABLE 291TIBCO: DEALS278
13.2.10AWS280
TABLE 292AWS: BUSINESS OVERVIEW280
FIGURE 57AWS: COMPANY SNAPSHOT280
TABLE 293AWS: PRODUCTS OFFERED281
TABLE 294AWS: SERVICES OFFERED281
TABLE 295AWS: PRODUCT LAUNCHES AND ENHANCEMENTS281
TABLE 296AWS: DEALS282
13.2.11SOFTWARE AG284
TABLE 297SOFTWARE AG: BUSINESS OVERVIEW284
FIGURE 58SOFTWARE AG: COMPANY SNAPSHOT285
TABLE 298SOFTWARE AG: PRODUCTS OFFERED285
TABLE 299SOFTWARE AG: SERVICES OFFERED286
TABLE 300SOFTWARE AG: PRODUCT LAUNCHES AND ENHANCEMENTS286
TABLE 301SOFTWARE AG: DEALS286
13.2.12INFORMATICA288
TABLE 302INFORMATICA: BUSINESS OVERVIEW288
FIGURE 59INFORMATICA: COMPANY SNAPSHOT289
TABLE 303INFORMATICA: PRODUCTS OFFERED289
TABLE 304INFORMATICA: SERVICES OFFERED290
TABLE 305INFORMATICA: PRODUCT LAUNCHES AND ENHANCEMENTS290
TABLE 306INFORMATICA: DEALS291
13.2.13IMPETUS292
TABLE 307IMPETUS: BUSINESS OVERVIEW292
TABLE 308IMPETUS: PRODUCTS OFFERED292
TABLE 309IMPETUS: PRODUCT LAUNCHES AND ENHANCEMENTS293
13.2.14INTEL294
TABLE 310INTEL: BUSINESS OVERVIEW294
FIGURE 60INTEL: COMPANY SNAPSHOT295
TABLE 311INTEL: PRODUCTS OFFERED295
TABLE 312INTEL: SERVICES OFFERED295
TABLE 313INTEL: PRODUCT LAUNCHES AND ENHANCEMENTS296
TABLE 314INTEL: DEALS296
13.2.15HPE297
TABLE 315HPE: BUSINESS OVERVIEW297
FIGURE 61HPE: COMPANY SNAPSHOT298
TABLE 316HPE: PRODUCTS OFFERED298
TABLE 317HPE: SERVICES OFFERED299
TABLE 318HPE: PRODUCT LAUNCHES AND ENHANCEMENTS299
TABLE 319HPE: DEALS299
13.2.16CONVIVA302
TABLE 320CONVIVA: BUSINESS OVERVIEW302
TABLE 321CONVIVA: PRODUCTS OFFERED302
TABLE 322CONVIVA: PRODUCT LAUNCHES AND ENHANCEMENTS303
TABLE 323CONVIVA: DEALS303
13.2.17ADOBE304
13.2.18ALTAIR305
13.2.19MPHASIS306
13.2.20STRIIM306
13.2.21INETCO307
13.2.22WSO2308
13.2.23SQLSTREAM309
13.2.24ESPERTECH310
13.3STARTUPS311
13.3.1IGUAZIO311
13.3.1.1Business overview311
TABLE 324IGUAZIO: BUSINESS OVERVIEW311
13.3.1.2Solutions and services offered311
TABLE 325IGUAZIO: PRODUCTS OFFERED311
13.3.1.3Recent Developments312
TABLE 326IGUAZIO: PRODUCT LAUNCHES AND ENHANCEMENTS312
TABLE 327IGUAZIO: DEALS312
13.3.2AXONIZE314
13.3.2.1Business overview314
TABLE 328AXONIZE: BUSINESS OVERVIEW314
13.3.2.2Solutions and services offered314
TABLE 329AXONIZE: PRODUCTS OFFERED314
13.3.2.3Recent Developments314
TABLE 330AXONIZE: PRODUCT LAUNCHES AND ENHANCEMENTS314
TABLE 331AXONIZE: DEALS315
13.3.3MATERIALIZE316
13.3.4STARTREE316
13.3.5CROSSER317
13.3.6QUIX317
13.3.7LENSES318
13.3.8BANGDB (IQLECT)319
13.3.9IMPLY320
13.3.10CORALOGIX321
13.3.11VERVERICA321
13.3.12STREAMSETS322
(Business Overview, Solutions, Products & Services, Key Insights, Recent Developments, COVID-19 related developments,
MnM View)*
14APPENDIX323
14.1ADJACENT/RELATED MARKETS323
14.1.1BIG DATA MARKET323
14.1.1.1Market definition323
14.1.1.1.1Big Data Market, By Component323
TABLE 332BIG DATA MARKET, BY COMPONENT, 2018–2025 (USD MILLION)323
14.1.1.1.2Big Data Market, By Deployment Mode324
TABLE 333BIG DATA MARKET, BY DEPLOYMENT MODE, 2018–2025 (USD MILLION)324
14.1.1.1.3Big Data Market, By Organization Size324
TABLE 334BIG DATA MARKET, BY ORGANIZATION SIZE, 2018–2025 (USD MILLION)324
14.1.1.1.4Big Data Market, By Business Function325
TABLE 335BIG DATA MARKET, BY BUSINESS FUNCTION, 2018–2025 (USD MILLION)325
14.1.1.1.5Big Data Market, By Region325
TABLE 336BIG DATA MARKET, BY REGION, 2018–2025 (USD MILLION)326
14.1.2VIDEO ANALYTICS MARKET326
14.1.2.1Market definition326
14.1.2.1.1Video Analytics Market, By Component326
TABLE 337VIDEO ANALYTICS MARKET, BY COMPONENT, 2016–2020 (USD MILLION)326
TABLE 338VIDEO ANALYTICS MARKET, BY COMPONENT, 2021–2026 (USD MILLION)327
14.1.2.1.2Video Analytics Market, By Deployment Mode327
TABLE 339VIDEO ANALYTICS MARKET, BY DEPLOYMENT MODE,
2016–2020 (USD MILLION)327
TABLE 340VIDEO ANALYTICS MARKET, BY DEPLOYMENT MODE,
2021–2026 (USD MILLION)327
14.1.2.1.3Video Analytics Market, By Application328
TABLE 341VIDEO ANALYTICS MARKET, BY APPLICATION, 2016–2020 (USD MILLION)328
TABLE 342VIDEO ANALYTICS MARKET, BY APPLICATION, 2021–2026 (USD MILLION)328
14.1.2.1.4Video Analytics Market, By Type329
TABLE 343VIDEO ANALYTICS MARKET, BY TYPE, 2016–2020 (USD MILLION)329
TABLE 344VIDEO ANALYTICS MARKET, BY TYPE, 2021–2026 (USD MILLION)329
14.1.2.1.5Video Analytics Market, By Vertical329
TABLE 345VIDEO ANALYTICS MARKET, BY INDUSTRY VERTICAL, 2016–2020 (USD MILLION)330
TABLE 346VIDEO ANALYTICS MARKET, BY INDUSTRY VERTICAL, 2021–2026 (USD MILLION)330
14.1.2.1.6Video Analytics Market, By Region331
TABLE 347VIDEO ANALYTICS MARKET, BY REGION, 2016–2020 (USD MILLION)331
TABLE 348VIDEO ANALYTICS MARKET, BY REGION, 2021–2026 (USD MILLION)331
14.2DISCUSSION GUIDE332
14.3KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL339
14.4AVAILABLE CUSTOMIZATIONS341
14.5RELATED REPORTS341
14.6AUTHOR DETAILS342