출판 : MarketsandMarkets（마켓츠앤드마켓츠）출판년월 : 2022년01월
・컴포넌트, 애플리케이션(공급 체인 관리, 판매 및 마케팅, 사기 감지), 산업, 배포 모드, 조직 규모, 지역별 – 2026년까지의 세계 예측
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
| 페이지수 | 343 |
| 도표수 | 409 |
| 구성 | 영문조사보고서 |
| 가격 |
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.
스트리밍 분석 규모는 예측 기간 동안 26.5%의 CAGR(연간 복합 성장률)로 2021년 154억 달러에서 2026년 501억 달러로 성장할 것으로 예상됩니다. 스트리밍 분석 산업은 시장 성장을 주도하기 위해 빅 데이터, IoT 및 AI와 같은 디지털화 및 신흥 기술의 증가를 주도하고 있습니다. 그러나 하이브리드 및 다중 클라우드 환경을 통한 정확한 실시간 예측 및 증가하는 데이터 연결성을 향한 전략적 전환은 스트리밍 분석 시장의 성장에 더욱 기여합니다.
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.
목차
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
