ストリーミング分析市場 – 2029年までの世界予測

Report Overview

The global streaming analytics market is predicted to reach from USD 29.53 billion in 2024 to USD 125.85 billion by 2029, with a CAGR of 33.6% during the forecast period.

世界のストリーミング分析市場は、2024年の295億3,000万米ドルから2029年までに1,258億5,000万米ドルに達し、予測期間中のCAGRは33.6%になると予測されています。

The utilization of streaming analytics has revolutionized how businesses operate by using real-time processing and data analytics. It allows businesses to observe and react to data instantly, providing quick insights for speedy decision-making. The streaming analytics market is growing quickly as businesses understand the importance of staying proactive on trends and addressing problems promptly. With the use of streaming analytics, organizations are improving operational efficiency, enhance customer experiences, and discover new growth opportunities.

“By offering, the software segment is projected to hold the largest market share during the forecast period.”

The software segment is expected to take the lead and dominate the largest share of the streaming analytics market. The increase is primarily driven by the increasing utilization of real-time data processing software. Businesses are relying increasingly on streaming analytics software to quickly analyze incoming data and make informed decisions, resulting in faster and better choices. The need for sophisticated analytics tools that offer instant insights and assist in enhancing operations is driving this shift. With an increasing number of organizations acknowledging the importance of real-time data, the software segment within the streaming analytics market is expected to experience significant growth.

“By processing type segment, real-time streaming is registered to grow at the highest CAGR during the forecast period.”

During the forecast period, real-time streaming is projected to have the highest compound annual growth rate (CAGR) in the streaming analytics market. This growth is due to the growing need for real-time data processing capabilities. Businesses utilize streaming analytics to quickly analyze data, leading to rapid decision-making based on real-time insights. With a greater understanding of the importance of real-time data analysis, the market for streaming analytics is expected to experience rapid growth. This increase demonstrates the overall trend of using up-to-date data to remain competitive and flexible in a rapidly changing digital environment. 

“By data type, unstructured data is projected to hold largest market share during the forecast period”

Unstructured data type is anticipated to hold the largest market share in the streaming analytics market during the forecast period. This trend emphasizes the increasing significance of analyzing massive quantities of unstructured data, such as social media posts, videos, and sensor data, instantaneously. The demand for unstructured data type is rapidly increasing as businesses rely more on streaming analytics to derive insights from diverse and complex data sources. The ability to effectively examine and comprehend this data allows businesses to make quicker, more well-informed decisions. This means that unstructured data type is projected to be the primary focus in the field of streaming analytics, highlighting its crucial role in the market.

“By application, sales performance tracking is registered to have highest CAGR during the forecast period”

During the forecast period, sales performance tracking is expected to experience the highest CAGR in the streaming analytics market. The rise is mainly fueled by the growing need for real time data processing, helping companies in optimizing sales tactics and enhancing overall results. By utilizing streaming analytics businesses are able to get real-time sales data, which helps in quicker and better decision-making. Consequently, this application in the streaming analytics market is anticipated to grow at a faster rate underscoring its significance in improving sales procedures and accomplishing organizational goals.

“By vertical, the BFSI sector is projected to hold the largest market share during the forecast period.”

During the forecast period, the BFSI sector is anticipated to hold the largest market share in the streaming analytics market. This growth is being propelled by the growing demand to effectively gather and analyze vast amounts of data in real-time. Businesses within the BFSI industry are using streaming analytics solutions to extract important information from real-time data processing, leading to improved decision-making, fraud identification, risk mitigation, and customer satisfaction. As a result, the BFSI industry is expected to see notable expansion in the streaming analytics market.

Breakdown of primaries

In-depth interviews were conducted with Chief Executive Officers (CEOs), innovation and technology directors, system integrators, and executives from various key organizations operating in the streaming analytics market.

• By Company: Tier I: 35%, Tier II: 45%, and Tier III: 20%
• By Designation: C-Level Executives: 35%, Directors: 25%, and Others: 40%
• By Region: North America – 40%, Europe – 20%, Asia Pacific – 30%, Middle East & Africa – 5%, and Latin America – 5%

Major vendors offering streaming analytics solution and services across the globe are IBM (US), Microsoft (US), Google (US), AWS (US), SAS Institute (US), SAP (Germany), Cloudera (US), Teradata (US), TIBCO (US), Software AG (Germany), Informatica (US), Intel (US), HPE (US), Adobe (US), Altair (US), Mphasis (India), Striim (US), Conviva (US), INETCO (Canada), WSO2 (US), Iguazio (Israel), Materialize (US), StarTree (US), Crosser (Sweden), Quix (UK), Lenses.io (UK), BangDB (India), Imply (US), Coralogix (Israel), Ververica (Germany), KX (US), Confluent (US), Estuary (US), Fivetran (US), Hazelcast (US), DataStax (US), Solace (Canada), Databricks (US), GridGain Systems (US).

Research Coverage

The market study covers streaming analytics across segments. It aims to estimate the market size and the growth potential across different segments, such as offering, model type, application, vertical, and region. It includes an in-depth competitive analysis of the key players in the market, 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 would provide the market leaders/new entrants with information on the closest approximations of the revenue numbers for the overall market for streaming analytics and its subsegments. It would help stakeholders understand the competitive landscape and gain more insights to position their business and plan suitable go-to-market strategies. It also helps stakeholders understand the market’s pulse and provides information on key market drivers, restraints, challenges, and opportunities.

The report provides insights on the following pointers:

Analysis of key drivers (rising demand for statistical computation and analysis of moving data streams, integration of edge computing to enhance real-time data processing, and increased need for hyper-personalized customer interactions), restraints (compatibility issues and higher expenses, and regulatory compliance complexity), opportunities (rising investments in industry 4.0, and ability to extract profound insights and precise decision-making), and challenges (managing volume and velocity of data streams, and issues related to data consistency)

• Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new solutions & service launches in the streaming analytics market.
• Market Development: Comprehensive information about lucrative markets – the report analyses the streaming analytics market across varied regions.
• Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in streaming analytics market strategies; the report also helps stakeholders understand the pulse of the streaming analytics market and provides them with information on key market drivers, restraints, challenges, and opportunities.
• Competitive Assessment: In-depth assessment of market shares, growth strategies, and service offerings of leading players such as Google (US), Microsoft (US), SAS Institute (US), and AWS (US) among others, in the streaming analytics market.

Table of Contents

1            INTRODUCTION            35

1.1         STUDY OBJECTIVES      35

1.2         MARKET DEFINITION   35

1.2.1      INCLUSIONS AND EXCLUSIONS 36

1.3         MARKET SCOPE             37

1.3.1      MARKET SEGMENTATION         37

1.4         YEARS CONSIDERED     38

1.5         CURRENCY CONSIDERED          38

1.6         STAKEHOLDERS            39

1.7         SUMMARY OF CHANGES            39

2            RESEARCH METHODOLOGY     40

2.1         RESEARCH DATA           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 insights from industry experts   42

2.2         DATA TRIANGULATION             43

2.3         MARKET SIZE ESTIMATION       44

2.3.1      TOP-DOWN APPROACH             44

2.3.2      BOTTOM-UP APPROACH           45

2.4         MARKET FORECAST      48

2.5         RESEARCH ASSUMPTIONS         49

2.6         RESEARCH LIMITATIONS           51

3            EXECUTIVE SUMMARY 52

4            PREMIUM INSIGHTS      59

4.1         ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN STREAMING ANALYTICS MARKET    59

4.2         STREAMING ANALYTICS MARKET, BY KEY APPLICATIONS, 2024–2029              60

4.3         NORTH AMERICA: STREAMING ANALYTICS MARKET, BY OFFERING AND

KEY VERTICALS, 2024    60

4.4         STREAMING ANALYTICS MARKET, BY REGION, 2024      61

5            MARKET OVERVIEW AND INDUSTRY TRENDS   62

5.1         INTRODUCTION            62

5.2         MARKET DYNAMICS     62

5.2.1      DRIVERS            63

5.2.1.1   Rising demand for statistical computation and analysis of moving data streams              63

5.2.1.2   Integration of edge computing to enhance real-time data processing        63

5.2.1.3   Growing need for hyper-personalized customer interactions      63

5.2.2      RESTRAINTS     63

5.2.2.1   Compatibility issues and higher expenses       63

5.2.2.2   Regulatory compliance complexity   64

5.2.3      OPPORTUNITIES           64

5.2.3.1   Rising investments in Industry 4.0   64

5.2.3.2   Increasing integration of AI technologies for profound insights and precise decision-making  64

5.2.4      CHALLENGES   65

5.2.4.1   Managing growing volume and velocity of data streams             65

5.2.4.2   Issues related to data consistency     65

5.3         CASE STUDY ANALYSIS 65

5.3.1      CASE STUDY 1: TRANSFORMING ELEVATOR MAINTENANCE WITH AZURE BY LEVERAGING STREAMING ANALYTICS FOR PROACTIVE AND EFFICIENT OPERATIONS           65

5.3.2      CASE STUDY 2: UPS UTILIZES STRIIM AND GOOGLE BIGQUERY FOR AI-ENHANCED SECURE PACKAGE DELIVERY          66

5.3.3      CASE STUDY 3: REAL-TIME EXPERIMENT ANALYTICS WITH APACHE FLINK AT PINTEREST   66

5.3.4      CASE STUDY 4: ENHANCED OPERATIONAL EFFICIENCY AND STREAMLINED ALERT MANAGEMENT WITH CORALOGIX’S STREAMING ANALYTICS CAPABILITIES         67

5.3.5      CASE STUDY 5: NETFLIX ENHANCES STREAMING EXPERIENCE WITH REAL-TIME ANALYTICS USING APACHE DRUID 67

5.3.6      CASE STUDY 6: MACY’S APPROACHED STRIIM TO ENHANCE ITS OPERATIONAL EFFICIENCY      68

5.3.7      CASE STUDY 7: INETCO HELPED UBA IN ITS DIGITAL TRANSFORMATION STRATEGY BY EFFECTIVELY MANAGING TRANSACTION PERFORMANCE 69

5.3.8      CASE STUDY 8: STRIIM TRANSFORMS DISCOVERY HEALTH WITH REAL-TIME DATA FOR ENHANCED HEALTHCARE DELIVERY     69

5.4         EVOLUTION OF STREAMING ANALYTICS MARKET        70

5.5         ECOSYSTEM ANALYSIS 71

5.5.1      SOFTWARE PROVIDERS             73

5.5.2      SERVICE PROVIDERS    73

5.5.3      CLOUD PROVIDERS      74

5.5.4      END USERS       74

5.5.5      REGULATORY BODIES  74

5.6         TECHNOLOGY ANALYSIS           74

5.6.1      KEY TECHNOLOGIES    75

5.6.1.1   Data mining         75

5.6.1.2   Data warehousing 75

5.6.1.3   Data governance  75

5.6.1.4   Business intelligence          75

5.6.2      COMPLEMENTARY TECHNOLOGIES     76

5.6.2.1   Cloud computing 76

5.6.2.2   Internet of Things              76

5.6.2.3   Edge computing   76

5.6.3      ADJACENT TECHNOLOGIES      76

5.6.3.1   Machine learning 76

5.6.3.2   Data pipeline       77

5.6.3.3   Change data capture          77

5.6.3.4   NoSQL databases 77

5.7         SUPPLY CHAIN ANALYSIS          78

5.8         REGULATORY LANDSCAPE       79

5.8.1      REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS          79

5.8.2      REGULATIONS 82

5.8.2.1   North America     82

5.8.2.1.1 Personal Information Protection and Electronic Documents Act (PIPEDA)              82

5.8.2.1.2 California Consumer Privacy Act (CCPA)     83

5.8.2.1.3 Gramm-Leach-Bliley (GLB) Act     83

5.8.2.2   Europe  83

5.8.2.2.1 General Data Protection Regulation 83

5.8.2.2.2 Network and Information Systems Directive (NIS Directive) – European Union              83

5.8.2.2.3 Directive on Privacy and Electronic Communications (ePrivacy Directive)              84

5.8.2.3   Asia Pacific          84

5.8.2.3.1 Personal Data Protection Act           84

5.8.2.3.2 Act on the Protection of Personal Information             84

5.8.2.3.3 Critical Information Infrastructure   84

5.8.2.3.4 International Organization for Standardization 27001 85

5.8.2.4   Middle East & Africa          85

5.8.2.4.1 Protection of Personal Information Act (POPIA) – South Africa 85

5.8.2.4.2 Dubai Data Law – United Arab Emirates (UAE)          85

5.8.2.4.3 Nigerian Data Protection Regulation (NDPR)             85

5.8.2.5   Latin America      85

5.8.2.5.1 Brazil Data Protection Law 85

5.8.2.5.2 Argentina Personal Data Protection Law No. 25.326   86

5.8.2.5.3 Colombian Data Protection Laws    86

5.9         PATENT ANALYSIS        86

5.9.1      METHODOLOGY           86

5.9.2      PATENTS FILED, BY DOCUMENT TYPE 86

5.9.3      INNOVATIONS AND PATENT APPLICATIONS    87

5.10       KEY CONFERENCES AND EVENTS, 2024–2025     91

5.11       PORTER’S FIVE FORCES ANALYSIS         92

5.11.1    THREAT OF NEW ENTRANTS    93

5.11.2    THREAT OF SUBSTITUTES         93

5.11.3    BARGAINING POWER OF SUPPLIERS     93

5.11.4    BARGAINING POWER OF BUYERS           93

5.11.5    INTENSITY OF COMPETITIVE RIVALRY 93

5.12       PRICING ANALYSIS        94

5.12.1    AVERAGE SELLING PRICE TREND OF KEY PLAYERS, BY TOP 3 APPLICATIONS 94

5.12.2    INDICATIVE PRICING ANALYSIS, BY OFFERING 95

5.13       TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS       96

5.14       KEY STAKEHOLDERS AND BUYING CRITERIA    97

5.14.1    KEY STAKEHOLDERS IN BUYING PROCESS         97

5.14.2    BUYING CRITERIA         97

5.15       INVESTMENT AND FUNDING SCENARIO            98

5.16       IMPACT OF GENERATIVE AI ON STREAMING ANALYTICS MARKET              99

5.16.1    TOP USE CASES AND MARKET POTENTIAL        99

5.16.1.1 Key use cases       99

5.16.2    FRAUD DETECTION      100

5.16.3    PREDICTIVE ASSET MANAGEMENT       100

5.16.4    SUPPLY CHAIN MANAGEMENT 100

5.16.5    SALES PERFORMANCE TRACKING         100

5.16.6    LOCATION INTELLIGENCE       100

5.16.7    SOCIAL MEDIA MONITORING   100

6            STREAMING ANALYTICS MARKET, BY OFFERING           101

6.1         INTRODUCTION            102

6.1.1      OFFERING: STREAMING ANALYTICS MARKET DRIVERS 102

6.2         SOFTWARE       103

6.2.1      REVOLUTIONIZING REAL-TIME DECISION-MAKING WITH STREAMING ANALYTICS SOFTWARE     103

6.2.2      BY SOFTWARE TECHNOLOGY  104

6.2.2.1   Real-time data processing  105

6.2.2.2   Complex event processing  106

6.2.2.3   Data visualization & reporting         107

6.2.2.4   Event stream processing    108

6.2.2.5   Other software technologies            109

6.2.3      BY SOFTWARE DEPLOYMENT MODE    110

6.2.3.1   Cloud    111

6.2.3.1.1 Public    113

6.2.3.1.2 Private   114

6.2.3.1.3 Hybrid   115

6.2.3.2   On-premises        116

6.3         SERVICES          117

6.3.1      OPTIMIZING REAL-TIME DATA CAPABILITIES WITH STREAMING ANALYTICS SERVICES   117

6.3.2      PROFESSIONAL SERVICES          119

6.3.2.1   Consulting services            121

6.3.2.2   Deployment & integration services  122

6.3.2.3   Support & maintenance services      123

6.3.3      MANAGED SERVICES    124

7            STREAMING ANALYTICS MARKET, BY APPLICATION     126

7.1         INTRODUCTION            127

7.1.1      APPLICATION: STREAMING ANALYTICS MARKET DRIVERS        127

7.2         FRAUD DETECTION      130

7.2.1      UTILIZING REAL-TIME STREAMING ANALYTICS FOR EFFECTIVE FRAUD DETECTION      130

7.3         SALES PERFORMANCE TRACKING         131

7.3.1      LEVERAGING REAL-TIME STREAMING ANALYTICS FOR ENHANCED SALES PERFORMANCE MANAGEMENT  131

7.4         PREDICTIVE ASSET MANAGEMENT       132

7.4.1      ENHANCING ASSET RELIABILITY THROUGH STREAMING ANALYTICS PREDICTIVE INSIGHTS 132

7.5         RISK MANAGEMENT     133

7.5.1      RISK MANAGEMENT WITH STREAMING ANALYTICS ENHANCES DECISION-MAKING       133

7.6         NETWORK MANAGEMENT & OPTIMIZATION    134

7.6.1      ENHANCING NETWORK PERFORMANCE WITH REAL-TIME ANALYTICS              134

7.7         LOCATION INTELLIGENCE       135

7.7.1      LEVERAGING GEOSPATIAL DATA FOR STRATEGIC DECISION-MAKING              135

7.8         SUPPLY CHAIN MANAGEMENT 136

7.8.1      OPTIMIZING SUPPLY CHAINS WITH REAL-TIME MONITORING 136

7.9         CUSTOMER ACTIVITY MONITORING    137

7.9.1      BOOSTING CUSTOMER ENGAGEMENT AND INSIGHTS WITH STREAMING ANALYTICS            137

7.10       PRODUCT INNOVATION            138

7.10.1    UTILIZING DATA FOR FASTER PRODUCT DEVELOPMENT         138

7.11       SOCIAL MEDIA MONITORING   139

7.11.1    ENHANCING BRAND ENGAGEMENT WITH REAL-TIME SOCIAL INSIGHTS          139

7.12       REAL-TIME THREAT INTELLIGENCE     140

7.12.1    BOOSTING CYBERSECURITY WITH CONTINUOUS THREAT DETECTION USING STREAMING ANALYTICS    140

7.13       OTHER APPLICATIONS 141

8            STREAMING ANALYTICS MARKET, BY PROCESSING TYPE          142

8.1         INTRODUCTION            143

8.1.1      PROCESSING TYPE: STREAMING ANALYTICS MARKET DRIVERS              143

8.2         BATCH PROCESSING    144

8.2.1      BATCH PROCESSING ENHANCES SCALABILITY AND EFFICIENCY IN STREAMING ANALYTICS            144

8.3         REAL-TIME STREAMING            145

8.3.1      REAL-TIME STREAMING ANALYTICS ENABLES IMMEDIATE DATA INSIGHTS AND DECISION-MAKING ACROSS INDUSTRIES           145

9            STREAMING ANALYTICS MARKET, BY DATA TYPE         147

9.1         INTRODUCTION            148

9.1.1      DATA TYPE: STREAMING ANALYTICS MARKET DRIVERS            148

9.2         STRUCTURED  149

9.2.1      OPTIMIZING REAL-TIME PROCESSING WITH STRUCTURED DATA IN STREAMING ANALYTICS            149

9.3         UNSTRUCTURED           150

9.3.1      REAL-TIME ANALYSIS OF UNSTRUCTURED DATA DRIVES INNOVATION IN STREAMING ANALYTICS          150

10          STREAMING ANALYTICS MARKET, BY VERTICAL            152

10.1       INTRODUCTION            153

10.1.1    VERTICAL: STREAMING ANALYTICS MARKET DRIVERS 153

10.2       BFSI      155

10.2.1    LEVERAGING STREAMING ANALYTICS FOR REAL-TIME DECISION-MAKING AND FRAUD PREVENTION      155

10.2.2    MONEY LAUNDERING DETECTION       156

10.2.3    PAYMENT FRAUD DETECTION 156

10.2.4    STOCK MARKET SURVEILLANCE            157

10.2.5    REAL-TIME CREDIT SCORING   157

10.2.6    TRADE MONITORING   157

10.2.7    OTHER BFSI USE CASES 157

10.3       RETAIL & E-COMMERCE            158

10.3.1    OPTIMIZING REAL-TIME RETAIL STRATEGIES WITH STREAMING ANALYTICS       158

10.3.2    PERSONALIZED PRODUCT RECOMMENDATIONS          159

10.3.3    CUSTOMER SEGMENTATION    159

10.3.4    TREND PREDICTION     159

10.3.5    CUSTOMER 360 & OMNI-CHANNEL EXPERIENCE            160

10.3.6    RETAIL INVENTORY MANAGEMENT     160

10.3.7    OTHER RETAIL & E-COMMERCE USE CASES       160

10.4       HEALTHCARE & LIFE SCIENCES 160

10.4.1    REAL-TIME DATA REVOLUTIONIZING HEALTHCARE AND LIFE SCIENCES THROUGH STREAMING ANALYTICS 160

10.4.2    REAL-TIME ICU MONITORING  161

10.4.3    PREVENTIVE CARE        162

10.4.4    DIABETES MANAGEMENT         162

10.4.5    PATIENTS & CLINICAL INFORMATICS   162

10.4.6    CLINICAL DECISION SUPPORT SYSTEMS            162

10.4.7    OTHER HEALTHCARE & LIFE SCIENCES USE CASES        163

10.5       MEDIA & ENTERTAINMENT      163

10.5.1    STREAMING ANALYTICS DRIVE AUDIENCE ENGAGEMENT AND OPTIMIZE MONETIZATION IN MEDIA AND ENTERTAINMENT  163

10.5.2    PERSONALIZED CONTENT RECOMMENDATIONS          164

10.5.3    VIEWER INSIGHTS & OPTIMIZATION     165

10.5.4    ADVERTISING & TARGETED MARKETING STRATEGIES 165

10.5.5    CAMPAIGN OPTIMIZATION      165

10.5.6    CONTENT CREATION   166

10.5.7    OTHER MEDIA & ENTERTAINMENT USE CASES 166

10.6       TELECOMMUNICATIONS          166

10.6.1    ENHANCING TELECOM OPERATIONS AND CUSTOMER EXPERIENCE WITH REAL-TIME STREAMING ANALYTICS        166

10.6.2    REAL-TIME NETWORK MONITORING   167

10.6.3    AUTOMATED DIAGNOSTICS & OPTIMIZATION 168

10.6.4    AUTOMATED NETWORK ANALYSIS       168

10.6.5    NETWORK PLANNING  168

10.6.6    OTHER TELECOMMUNICATION USE CASES      168

10.7       GOVERNMENT & PUBLIC SECTOR         169

10.7.1    GROWING IMPORTANCE OF STREAMING ANALYTICS IN GOVERNMENT & PUBLIC SECTOR FOR REAL-TIME DECISION-MAKING 169

10.7.2    LAW ENFORCEMENT & PUBLIC SAFETY 170

10.7.3    REAL-TIME SURVEILLANCE & SECURITY            170

10.7.4    REAL-TIME INTELLIGENCE ANALYSIS   170

10.7.5    EMERGENCY RESPONSE OPTIMIZATION            171

10.7.6    OTHER GOVERNMENT & PUBLIC SECTOR USE CASES   171

10.8       MANUFACTURING        171

10.8.1    OPTIMIZING MANUFACTURING EFFICIENCY THROUGH REAL-TIME STREAMING ANALYTICS            171

10.8.2    PRODUCTION PLANNING & SCHEDULING        172

10.8.3    FAULT PREDICTION & PREDICTIVE MAINTENANCE      173

10.8.4    OPTIMIZING PRODUCT QUALITY          173

10.8.5    MONITORING PRODUCT LINES              173

10.8.6    DEMAND FORECASTING & INVENTORY MANAGEMENT             173

10.8.7    OTHER MANUFACTURING USE CASES  174

10.9       ENERGY & UTILITIES    174

10.9.1    OPTIMIZING ENERGY PRODUCTION AND DISTRIBUTION WITH REAL-TIME DATA INSIGHTS  174

10.9.2    REAL-TIME GRID MONITORING & MANAGEMENT         175

10.9.3    ENERGY OPTIMIZATION            175

10.9.4    ENERGY TRADING        175

10.9.5    GRID & ASSET PERFORMANCE OPTIMIZATION 176

10.9.6    OTHER ENERGY & UTILITIES USE CASES            176

10.10     TRANSPORTATION & LOGISTICS           176

10.10.1  OPTIMIZING OPERATIONS AND ENHANCING EFFICIENCY WITH REAL-TIME STREAMING ANALYTICS  176

10.10.2  REAL-TIME VEHICLE TRACKING            177

10.10.3  ROUTE OPTIMIZATION & FUEL EFFICIENCY     178

10.10.4  FLEET MANAGEMENT  178

10.10.5  DRIVER PERFORMANCE MONITORING 178

10.10.6  OTHER TRANSPORTATION & LOGISTICS USE CASES     178

10.11     OTHER VERTICALS       179

11          STREAMING ANALYTICS MARKET, BY REGION  180

11.1       INTRODUCTION            181

11.2       NORTH AMERICA          182

11.2.1    NORTH AMERICA: STREAMING ANALYTICS MARKET DRIVERS  183

11.2.2    NORTH AMERICA: MACROECONOMIC OUTLOOK          183

11.2.3    US         191

11.2.3.1 Rising need to shift toward more sophisticated and scalable streaming analytics solutions to boost market growth     191

11.2.4    CANADA            192

11.2.4.1 Rising need to enhance customer experience and optimize supply chain to drive market   192

11.3       EUROPE             193

11.3.1    EUROPE: STREAMING ANALYTICS MARKET DRIVERS    193

11.3.2    EUROPE: MACROECONOMIC OUTLOOK            193

11.3.3    UK         201

11.3.3.1 Growing need to extract insights from customer behavior and emerging trends to drive market        201

11.3.4    GERMANY         202

11.3.4.1 Rising need to handle growing volume of data to propel market 202

11.3.5    FRANCE             203

11.3.5.1 Rising demand for insight from continuous streams of data to boost market              203

11.3.6    ITALY   203

11.3.6.1 Rising demand for real-time insights and strategic cloud migrations to propel market   203

11.3.7    SPAIN   204

11.3.7.1 Rising need to enhance decision-making with real-time insight to boost market growth   204

11.3.8    REST OF EUROPE           205

11.4       ASIA PACIFIC    206

11.4.1    ASIA PACIFIC: STREAMING ANALYTICS MARKET DRIVERS         206

11.4.2    ASIA PACIFIC: MACROECONOMIC OUTLOOK    206

11.4.3    CHINA  214

11.4.3.1 Rising investments by businesses in technologies to swiftly process data streams to boost market    214

11.4.4    JAPAN  215

11.4.4.1 Growing emphasis on technological innovation and robust IT infrastructure to propel market      215

11.4.5    INDIA   216

11.4.5.1 Increasing proliferation of IoT devices and rise of big data to boost market              216

11.4.6    SOUTH KOREA 217

11.4.6.1 Rising government investments and initiatives in smart city projects to propel market   217

11.4.7    ANZ      217

11.4.7.1 Rising demand for real-time data processing to drive market      217

11.4.8    SINGAPORE      218

11.4.8.1 Real-time data demand from various industries to drive market 218

11.4.9    REST OF ASIA PACIFIC  219

11.5       MIDDLE EAST & AFRICA             220

11.5.1    MIDDLE EAST & AFRICA: STREAMING ANALYTICS MARKET DRIVERS              220

11.5.2    MIDDLE EAST & AFRICA: MACROECONOMIC OUTLOOK            220

11.5.3    MIDDLE EAST  228

11.5.3.1 UAE      229

11.5.3.1.1            Commitment to technological innovation and digital transformation to fuel market growth             229

11.5.3.2 SAUDI ARABIA  230

11.5.3.2.1            Growing focus to gain actionable insights and enhance operational efficiency to drive market   230

11.5.3.3 QATAR 231

11.5.3.3.1            Growing demand for real-time data processing to provide valuable insights to drive market     231

11.5.3.4 TURKEY             231

11.5.3.4.1            Growing government support for digital infrastructure to propel market              231

11.5.3.5 REST OF MIDDLE EAST 232

11.5.4    AFRICA 233

11.6       LATIN AMERICA             234

11.6.1    LATIN AMERICA: STREAMING ANALYTICS MARKET DRIVERS    234

11.6.2    LATIN AMERICA: MACROECONOMIC OUTLOOK            234

11.6.3    BRAZIL 242

11.6.3.1 Rising need for real-time monitoring and data visualization to boost market              242

11.6.4    MEXICO             242

11.6.4.1 Need for real-time insights and operational efficiency to drive market      242

11.6.5    ARGENTINA      243

11.6.5.1 Growing adoption of cloud-based solutions and advancements in data processing technologies to boost market            243

11.6.6    REST OF LATIN AMERICA          244

12          COMPETITIVE LANDSCAPE       245

12.1       OVERVIEW        245

12.2       KEY PLAYER STRATEGIES/RIGHT TO WIN, 2023 245

12.3       REVENUE ANALYSIS      248

12.4       MARKET SHARE ANALYSIS         249

12.4.1    MARKET RANKING ANALYSIS   250

12.5       BRAND/PRODUCT COMPARISON          252

12.5.1    AMAZON KINESIS STREAMS (AWS)        252

12.5.2    GOOGLE CLOUD DATAFLOW (GOOGLE)           252

12.5.3    AZURE STREAM ANALYTICS (MICROSOFT)        253

12.5.4    RAPIDMINER (ALTAIR) 253

12.5.5    SPOTFIRE STREAMING ANALYTICS (TIBCO)      253

12.6       COMPANY EVALUATION MATRIX: KEY PLAYERS, 2023   253

12.6.1    STARS  253

12.6.2    EMERGING LEADERS    253

12.6.3    PERVASIVE PLAYERS     254

12.6.4    PARTICIPANTS 254

12.6.5    COMPANY FOOTPRINT: KEY PLAYERS, 2023      255

12.6.5.1 Company footprint            255

12.6.5.2 Region footprint  256

12.6.5.3 Offering footprint 257

12.6.5.4 Application footprint         258

12.6.5.5 Vertical footprint 259

12.7       COMPANY EVALUATION MATRIX: STARTUPS/SMES, 2023          260

12.7.1    PROGRESSIVE COMPANIES       260

12.7.2    RESPONSIVE COMPANIES          260

12.7.3    DYNAMIC COMPANIES 260

12.7.4    STARTING BLOCKS       260

12.7.5    COMPETITIVE BENCHMARKING: STARTUPS/SMES, 2023             262

12.7.5.1 Detailed list of key startups/SMEs   262

12.7.5.2 Competitive benchmarking of key startups/SMEs        264

12.8       COMPETITIVE SCENARIO AND TRENDS             265

12.8.1    PRODUCT LAUNCHES & ENHANCEMENTS         265

12.8.2    DEALS  267

12.9       COMPANY VALUATION AND FINANCIAL METRICS        269

12.9.1    STREAMING ANALYTICS MARKET: COMPANY VALUATION AND FINANCIAL METRICS OF KEY VENDORS 269

12.9.2    STREAMING ANALYTICS MARKET: YEAR-TO-DATE (YTD) PRICE TOTAL RETURN AND 5-YEAR STOCK BETA OF KEY VENDORS   270

13          COMPANY PROFILES    271

13.1       INTRODUCTION            271

13.2       KEY PLAYERS   271

13.2.1    IBM       271

13.2.1.1 Business overview 271

13.2.1.2 Products/Solutions/Services offered 272

13.2.1.3 Recent developments         273

13.2.1.4 MnM view           274

13.2.1.4.1            Key strengths       274

13.2.1.4.2            Strategic choices  274

13.2.1.4.3            Weaknesses and competitive threats 275

13.2.2    GOOGLE           276

13.2.2.1 Business overview 276

13.2.2.2 Products/Solutions/Services offered 277

13.2.2.3 Recent developments         278

13.2.2.4 MnM view           279

13.2.2.4.1            Key strengths       279

13.2.2.4.2            Strategic choices  279

13.2.2.4.3            Weaknesses and competitive threats 279

13.2.3    ORACLE             280

13.2.3.1 Business overview 280

13.2.3.2 Products/Solutions/Services offered 281

13.2.3.3 Recent developments         282

13.2.3.4 MnM view           283

13.2.3.4.1            Key strengths       283

13.2.3.4.2            Strategic choices  283

13.2.3.4.3            Weaknesses and competitive threats 283

13.2.4    MICROSOFT      284

13.2.4.1 Business overview 284

13.2.4.2 Products/Solutions/Services offered 285

13.2.4.3 Recent developments         286

13.2.4.4 MnM view           286

13.2.4.4.1            Key strengths       286

13.2.4.4.2            Strategic choices  287

13.2.4.4.3            Weaknesses and competitive threats 287

13.2.5    SAP       288

13.2.5.1 Business overview 288

13.2.5.2 Products/Solutions/Services offered 289

13.2.5.3 Recent developments         290

13.2.5.4 MnM view           290

13.2.5.4.1            Key strengths       290

13.2.5.4.2            Strategic choices  291

13.2.5.4.3            Weaknesses and competitive threats 291

13.2.6    SAS INSTITUTE 292

13.2.6.1 Business overview 292

13.2.6.2 Products/Solutions/Services offered 292

13.2.6.3 Recent developments         293

13.2.7    AWS      294

13.2.7.1 Business overview 294

13.2.7.2 Products/Solutions/Services offered 295

13.2.7.3 Recent developments         295

13.2.8    TIBCO  296

13.2.8.1 Business overview 296

13.2.8.2 Products/Solutions/Services offered 296

13.2.8.3 Recent developments         297

13.2.9    SOFTWARE AG 298

13.2.9.1 Business overview 298

13.2.9.2 Products/Solutions/Services offered 299

13.2.9.3 Recent developments         300

13.2.10  INFORMATICA 301

13.2.10.1             Business overview 301

13.2.10.2             Products/Solutions/Services offered 302

13.2.10.3             Recent developments         303

13.2.11  INTEL   304

13.2.12  CLOUDERA       305

13.2.13  HPE      306

13.2.14  TERADATA       307

13.2.15  ADOBE 308

13.2.16  ALTAIR 309

13.2.17  MPHASIS           310

13.2.18  KX         311

13.2.19  CONFLUENT    312

13.2.20  DATABRICKS    313

13.2.21  FIVETRAN         314

13.3       SMES/STARTUPS           315

13.3.1    DATASTAX        315

13.3.2    SOLACE             316

13.3.3    CONVIVA           317

13.3.4    STRIIM 318

13.3.5    INETCO             319

13.3.6    WSO2   320

13.3.7    IGUAZIO            321

13.3.8    MATERIALIZE   322

13.3.9    STARTREE         323

13.3.10  CROSSER           324

13.3.11  QUIX     325

13.3.12  LENSES.IO         326

13.3.13  BANGDB            327

13.3.14  IMPLY  328

13.3.15  CORALOGIX     329

13.3.16  VERVERICA       330

13.3.17  ESTUARY           331

13.3.18  HAZELCAST      332

13.3.19  GRIDGAIN SYSTEMS     333

14          ADJACENT AND RELATED MARKETS     334

14.1       INTRODUCTION            334

14.2       BIG DATA MARKET       334

14.2.1    MARKET DEFINITION   334

14.2.2    MARKET OVERVIEW     335

14.2.2.1 Big data market, by offering             336

14.2.2.2 Big data market, by business function            337

14.2.2.3 Big data market, by data type           338

14.2.2.4 Big data market, by vertical              339

14.2.2.5 Big data market, by region 340

14.3       VIDEO STREAMING SOFTWARE MARKET           341

14.3.1    MARKET DEFINITION   341

14.3.2    MARKET OVERVIEW     342

14.3.2.1 Video streaming software market, by offering 342

14.3.2.2 Video streaming software market, by streaming type    343

14.3.2.3 Video streaming software market, by deployment mode             344

14.3.2.4 Video streaming software market, by delivery channel 345

14.3.2.5 Video streaming software market, by monetization model          345

14.3.2.6 Video streaming software market, by connected device 346

14.3.2.7 Video streaming software market, by vertical 347

14.3.2.8 Video streaming software market, by region   348

15          APPENDIX         350

15.1       DISCUSSION GUIDE      350

15.2       CUSTOMIZATION OPTIONS      357

15.3       RELATED REPORTS       357

15.4       AUTHOR DETAILS         358

LIST OF TABLES

TABLE 1             USD EXCHANGE RATE, 2020–2023           39

TABLE 2             PRIMARY INTERVIEWS 41

TABLE 3             FACTOR ANALYSIS        48

TABLE 4             STREAMING ANALYTICS MARKET AND GROWTH RATE,

2019–2023 (USD MILLION, Y-O-Y%)        53

TABLE 5             STREAMING ANALYTICS MARKET AND GROWTH RATE,

2024–2029 (USD MILLION, Y-O-Y%)        53

TABLE 6             STREAMING ANALYTICS MARKET: ECOSYSTEM 71

TABLE 7             NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS         79

TABLE 8             EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 80

TABLE 9             ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS         80

TABLE 10           MIDDLE EAST & AFRICA: REGULATORY BODIES, GOVERNMENT AGENCIES,

AND OTHER ORGANIZATIONS 81

TABLE 11           LATIN AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND

OTHER ORGANIZATIONS          82

TABLE 12           PATENTS FILED, BY DOCUMENT TYPE, 2015–2024          86

TABLE 13           TOP 20 PATENT OWNERS IN STREAMING ANALYTICS MARKET, 2015–2024          88

TABLE 14           STREAMING ANALYTICS MARKET: LIST OF PATENTS GRANTED, 2023–2024    88

TABLE 15           STREAMING ANALYTICS MARKET: DETAILED LIST OF CONFERENCES

AND EVENTS, 2024–2025             91

TABLE 16           STREAMING ANALYTICS MARKET: IMPACT OF PORTER’S FIVE FORCES             92

TABLE 17           AVERAGE SELLING PRICE OF KEY PLAYERS FOR TOP 3 APPLICATIONS 95

TABLE 18           INDICATIVE PRICING OF STREAMING ANALYTICS, BY OFFERING         95

TABLE 19           INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP 3 VERTICALS          97

TABLE 20           KEY BUYING CRITERIA FOR TOP 3 VERTICALS  98

TABLE 21           STREAMING ANALYTICS MARKET, BY OFFERING, 2019–2023 (USD MILLION) 103

TABLE 22           STREAMING ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION) 103

TABLE 23           STREAMING ANALYTICS SOFTWARE MARKET, BY REGION,

2019–2023 (USD MILLION)          103

TABLE 24           STREAMING ANALYTICS SOFTWARE MARKET, BY REGION,

2024–2029 (USD MILLION)          104

TABLE 25           STREAMING ANALYTICS MARKET, BY SOFTWARE TECHNOLOGY,

2019–2023 (USD MILLION)          105

TABLE 26           STREAMING ANALYTICS MARKET, BY SOFTWARE TECHNOLOGY,

2024–2029 (USD MILLION)          105

TABLE 27           REAL-TIME DATA PROCESSING: STREAMING ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION)            106

TABLE 28           REAL-TIME DATA PROCESSING: STREAMING ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION)            106

TABLE 29           COMPLEX EVENT PROCESSING: STREAMING ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION)            107

TABLE 30           COMPLEX EVENT PROCESSING: STREAMING ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION)            107

TABLE 31           DATA VISUALIZATION & REPORTING: STREAMING ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION)            108

TABLE 32           DATA VISUALIZATION & REPORTING: STREAMING ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION)            108

TABLE 33           EVENT STREAM PROCESSING: STREAMING ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION)            109

TABLE 34           EVENT STREAM PROCESSING: STREAMING ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION)            109

TABLE 35           OTHER SOFTWARE TECHNOLOGIES: STREAMING ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION)            110

TABLE 36           OTHER SOFTWARE TECHNOLOGIES: STREAMING ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION)            110

TABLE 37           STREAMING ANALYTICS MARKET, BY SOFTWARE DEPLOYMENT MODE,

2019–2023 (USD MILLION)          111

TABLE 38           STREAMING ANALYTICS MARKET, BY SOFTWARE DEPLOYMENT MODE,

2024–2029 (USD MILLION)          111

TABLE 39           CLOUD: STREAMING ANALYTICS MARKET, BY SOFTWARE DEPLOYMENT MODE, 2019–2023 (USD MILLION)            112

TABLE 40           CLOUD: STREAMING ANALYTICS MARKET, BY SOFTWARE DEPLOYMENT MODE, 2024–2029 (USD MILLION)            112

TABLE 41           CLOUD: STREAMING ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION)     113

TABLE 42           CLOUD: STREAMING ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION)     113

TABLE 43           PUBLIC: STREAMING ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION)     114

TABLE 44           PUBLIC: STREAMING ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION)     114

TABLE 45           PRIVATE: STREAMING ANALYTICS MARKET, BY REGION,

2019–2023 (USD MILLION)          115

TABLE 46           PRIVATE: STREAMING ANALYTICS MARKET, BY REGION,

2024–2029 (USD MILLION)          115

TABLE 47           HYBRID: STREAMING ANALYTICS MARKET, BY REGION,

2019–2023 (USD MILLION)          116

TABLE 48           HYBRID: STREAMING ANALYTICS MARKET, BY REGION,

2024–2029 (USD MILLION)          116

TABLE 49           ON-PREMISES: STREAMING ANALYTICS MARKET, BY REGION,

2019–2023 (USD MILLION)          117

TABLE 50           ON-PREMISES: STREAMING ANALYTICS MARKET, BY REGION,

2024–2029 (USD MILLION)          117

TABLE 51           STREAMING ANALYTICS SERVICES MARKET, BY SERVICE,

2019–2023 (USD MILLION)          118

TABLE 52           STREAMING ANALYTICS SERVICES MARKET, BY SERVICE,

2024–2029 (USD MILLION)          118

TABLE 53           STREAMING ANALYTICS SERVICES MARKET, BY REGION,

2019–2023 (USD MILLION)          119

TABLE 54           STREAMING ANALYTICS SERVICES MARKET, BY REGION,

2024–2029 (USD MILLION)          119

TABLE 55          STREAMING ANALYTICS MARKET, BY PROFESSIONAL SERVICE,

2019–2023 (USD MILLION)          120

TABLE 56          STREAMING ANALYTICS MARKET, BY PROFESSIONAL SERVICE,

2024–2029 (USD MILLION)          120

TABLE 57           PROFESSIONAL SERVICES: STREAMING ANALYTICS MARKET, BY REGION,

2019–2023 (USD MILLION)          121

TABLE 58           PROFESSIONAL SERVICES: STREAMING ANALYTICS MARKET, BY REGION,

2024–2029 (USD MILLION)          121

TABLE 59           CONSULTING SERVICES: STREAMING ANALYTICS MARKET, BY REGION,

2019–2023 (USD MILLION)          122

TABLE 60           CONSULTING SERVICES: STREAMING ANALYTICS MARKET, BY REGION,

2024–2029 (USD MILLION)          122

TABLE 61           DEPLOYMENT & INTEGRATION SERVICES: STREAMING ANALYTICS MARKET,

BY REGION, 2019–2023 (USD MILLION)  123

TABLE 62           DEPLOYMENT & INTEGRATION SERVICES: STREAMING ANALYTICS MARKET,

BY REGION, 2024–2029 (USD MILLION)  123

TABLE 63          SUPPORT & MAINTENANCE: STREAMING ANALYTICS MARKET, BY REGION,

2019–2023 (USD MILLION)          124

TABLE 64          SUPPORT & MAINTENANCE: STREAMING ANALYTICS MARKET, BY REGION,

2024–2029 (USD MILLION)          124

TABLE 65           MANAGED SERVICES: STREAMING ANALYTICS MARKET, BY REGION,

2019–2023 (USD MILLION)          125

TABLE 66           MANAGED SERVICES: STREAMING ANALYTICS MARKET, BY REGION,

2024–2029 (USD MILLION)          125

TABLE 67           STREAMING ANALYTICS MARKET, BY APPLICATION, 2019–2023 (USD MILLION) 129

TABLE 68           STREAMING ANALYTICS MARKET, BY APPLICATION, 2024–2029 (USD MILLION) 129

TABLE 69           FRAUD DETECTION: STREAMING ANALYTICS MARKET, BY REGION,

2019–2023 (USD MILLION)          130

TABLE 70           FRAUD DETECTION: STREAMING ANALYTICS MARKET, BY REGION,

2024–2029 (USD MILLION)          130

TABLE 71           SALES PERFORMANCE TRACKING: STREAMING ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION)            131

TABLE 72           SALES PERFORMANCE TRACKING: STREAMING ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION)            131

TABLE 73           PREDICTIVE ASSET MANAGEMENT: STREAMING ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION)            132

TABLE 74           PREDICTIVE ASSET MANAGEMENT: STREAMING ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION)            132

TABLE 75           RISK MANAGEMENT: STREAMING ANALYTICS MARKET, BY REGION,

2019–2023 (USD MILLION)          133

TABLE 76           RISK MANAGEMENT: STREAMING ANALYTICS MARKET, BY REGION,

2024–2029 (USD MILLION)          133

TABLE 77           NETWORK MANAGEMENT & OPTIMIZATION: STREAMING ANALYTICS MARKET,

BY REGION, 2019–2023 (USD MILLION)  134

TABLE 78           NETWORK MANAGEMENT & OPTIMIZATION: STREAMING ANALYTICS MARKET,

BY REGION, 2024–2029 (USD MILLION)  134

TABLE 79           LOCATION INTELLIGENCE: STREAMING ANALYTICS MARKET, BY REGION,

2019–2023 (USD MILLION)          135

TABLE 80           LOCATION INTELLIGENCE: STREAMING ANALYTICS MARKET, BY REGION,

2024–2029 (USD MILLION)          135

TABLE 81           SUPPLY CHAIN MANAGEMENT: STREAMING ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION)            136

TABLE 82           SUPPLY CHAIN MANAGEMENT: STREAMING ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION)            136

TABLE 83           CUSTOMER ACTIVITY MONITORING: STREAMING ANALYTICS MARKET,

BY REGION, 2019–2023 (USD MILLION)  137

TABLE 84           CUSTOMER ACTIVITY MONITORING: STREAMING ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION)            137

TABLE 85           PRODUCT INNOVATION: STREAMING ANALYTICS MARKET, BY REGION,

2019–2023 (USD MILLION)          138

TABLE 86           PRODUCT INNOVATION: STREAMING ANALYTICS MARKET, BY REGION,

2024–2029 (USD MILLION)          138

TABLE 87           SOCIAL MEDIA MONITORING: STREAMING ANALYTICS MARKET, BY REGION,

2019–2023 (USD MILLION)          139

TABLE 88           SOCIAL MEDIA MONITORING: STREAMING ANALYTICS MARKET, BY REGION,

2024–2029 (USD MILLION)          139

TABLE 89           REAL-TIME THREAT INTELLIGENCE: STREAMING ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION)            140

TABLE 90           REAL-TIME THREAT INTELLIGENCE: STREAMING ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION)            140

TABLE 91           OTHER APPLICATIONS: STREAMING ANALYTICS MARKET, BY REGION,

2019–2023 (USD MILLION)          141

TABLE 92           OTHER APPLICATIONS: STREAMING ANALYTICS MARKET, BY REGION,

2024–2029 (USD MILLION)          141

TABLE 93           STREAMING ANALYTICS MARKET, BY PROCESSING TYPE,

2019–2023 (USD MILLION)          144

TABLE 94           STREAMING ANALYTICS MARKET, BY PROCESSING TYPE,

2024–2029 (USD MILLION)          144

TABLE 95           BATCH PROCESSING: STREAMING ANALYTICS MARKET, BY REGION,

2019–2023 (USD MILLION)          145

TABLE 96           BATCH PROCESSING: STREAMING ANALYTICS MARKET, BY REGION,

2024–2029 (USD MILLION)          145

TABLE 97           REAL-TIME STREAMING: STREAMING ANALYTICS MARKET, BY REGION,

2019–2023 (USD MILLION)          146

TABLE 98           REAL-TIME STREAMING: STREAMING ANALYTICS MARKET, BY REGION,

2024–2029 (USD MILLION)          146

TABLE 99           STREAMING ANALYTICS MARKET, BY DATA TYPE, 2019–2023 (USD MILLION) 148

TABLE 100         STREAMING ANALYTICS MARKET, BY DATA TYPE, 2024–2029 (USD MILLION) 149

TABLE 101         STRUCTURED: STREAMING ANALYTICS MARKET, BY REGION,

2019–2023 (USD MILLION)          149

TABLE 102         STRUCTURED: STREAMING ANALYTICS MARKET, BY REGION,

2024–2029(USD MILLION)           150

TABLE 103         UNSTRUCTURED: STREAMING ANALYTICS MARKET, BY REGION,

2019–2023 (USD MILLION)          150

TABLE 104         UNSTRUCTURED: STREAMING ANALYTICS MARKET, BY REGION,

2024–2029 (USD MILLION)          151

TABLE 105         STREAMING ANALYTICS MARKET, BY VERTICAL, 2019–2023 (USD MILLION) 154

TABLE 106         STREAMING ANALYTICS MARKET, BY VERTICAL, 2024–2029 (USD MILLION) 155

TABLE 107         BFSI: STREAMING ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION) 156

TABLE 108         BFSI: STREAMING ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION) 156

TABLE 109         RETAIL & E-COMMERCE: STREAMING ANALYTICS MARKET, BY REGION,

2019–2023 (USD MILLION)          158

TABLE 110         RETAIL & E-COMMERCE: STREAMING ANALYTICS MARKET, BY REGION,

2024–2029 (USD MILLION)          159

TABLE 111         HEALTHCARE & LIFE SCIENCES: STREAMING ANALYTICS MARKET,

BY REGION, 2019–2023 (USD MILLION)  161

TABLE 112         HEALTHCARE & LIFE SCIENCES: STREAMING ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION)            161

TABLE 113         MEDIA & ENTERTAINMENT: STREAMING ANALYTICS MARKET, BY REGION,

2019–2023 (USD MILLION)          164

TABLE 114         MEDIA & ENTERTAINMENT: STREAMING ANALYTICS MARKET, BY REGION,

2024–2029 (USD MILLION)          164

TABLE 115         TELECOMMUNICATIONS: STREAMING ANALYTICS MARKET, BY REGION,

2019–2023 (USD MILLION)          167

TABLE 116         TELECOMMUNICATIONS: STREAMING ANALYTICS MARKET, BY REGION,

2024–2029 (USD MILLION)          167

TABLE 117         GOVERNMENT & PUBLIC SECTOR: STREAMING ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION)            169

TABLE 118         GOVERNMENT & PUBLIC SECTOR: STREAMING ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION)            170

TABLE 119         MANUFACTURING: STREAMING ANALYTICS MARKET, BY REGION,

2019–2023 (USD MILLION)          172

TABLE 120         MANUFACTURING: STREAMING ANALYTICS MARKET, BY REGION,

2024–2029 (USD MILLION)          172

TABLE 121         ENERGY & UTILITIES: STREAMING ANALYTICS MARKET, BY REGION,

2019–2023 (USD MILLION)          174

TABLE 122         ENERGY & UTILITIES: STREAMING ANALYTICS MARKET, BY REGION,

2024–2029 (USD MILLION)          175

TABLE 123         TRANSPORTATION & LOGISTICS: STREAMING ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION)            177

TABLE 124         TRANSPORTATION & LOGISTICS: STREAMING ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION)            177

TABLE 125         OTHER VERTICALS: STREAMING ANALYTICS MARKET, BY REGION,

2019–2023 (USD MILLION)          179

TABLE 126         OTHER VERTICALS: STREAMING ANALYTICS MARKET, BY REGION,

2024–2029 (USD MILLION)          179

TABLE 127         STREAMING ANALYTICS MARKET, BY REGION, 2019–2023 (USD MILLION)          182

TABLE 128         STREAMING ANALYTICS MARKET, BY REGION, 2024–2029 (USD MILLION)          182

TABLE 129         NORTH AMERICA: STREAMING ANALYTICS MARKET, BY OFFERING,

2019–2023 (USD MILLION)          184

TABLE 130         NORTH AMERICA: STREAMING ANALYTICS MARKET, BY OFFERING,

2024–2029 (USD MILLION)          185

TABLE 131         NORTH AMERICA: STREAMING ANALYTICS MARKET, BY SOFTWARE TECHNOLOGY, 2019–2023 (USD MILLION)   185

TABLE 132         NORTH AMERICA: STREAMING ANALYTICS MARKET, BY SOFTWARE TECHNOLOGY, 2024–2029 (USD MILLION)   185

TABLE 133         NORTH AMERICA: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION)            186

TABLE 134         NORTH AMERICA: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION)            186

TABLE 135         NORTH AMERICA: STREAMING ANALYTICS MARKET, BY CLOUD,

2019–2023 (USD MILLION)          186

TABLE 136         NORTH AMERICA: STREAMING ANALYTICS MARKET, BY CLOUD,

2024–2029 (USD MILLION)          186

TABLE 137         NORTH AMERICA: STREAMING ANALYTICS MARKET, BY SERVICE,

2019–2023 (USD MILLION)          187

TABLE 138         NORTH AMERICA: STREAMING ANALYTICS MARKET, BY SERVICE,

2024–2029 (USD MILLION)          187

TABLE 139         NORTH AMERICA: STREAMING ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION)      187

TABLE 140         NORTH AMERICA: STREAMING ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2024–2029 (USD MILLION)      187

TABLE 141         NORTH AMERICA: STREAMING ANALYTICS MARKET, BY APPLICATION,

2019–2023 (USD MILLION)          188

TABLE 142         NORTH AMERICA: STREAMING ANALYTICS MARKET, BY APPLICATION,

2024–2029 (USD MILLION)          188

TABLE 143         NORTH AMERICA: STREAMING ANALYTICS MARKET, BY PROCESSING TYPE,

2019–2023 (USD MILLION)          189

TABLE 144         NORTH AMERICA: STREAMING ANALYTICS MARKET, BY PROCESSING TYPE,

2024–2029 (USD MILLION)          189

TABLE 145         NORTH AMERICA: STREAMING ANALYTICS MARKET, BY DATA TYPE,

2019–2023 (USD MILLION)          189

TABLE 146         NORTH AMERICA: STREAMING ANALYTICS MARKET, BY DATA TYPE,

2024–2029 (USD MILLION)          189

TABLE 147         NORTH AMERICA: STREAMING ANALYTICS MARKET, BY VERTICAL,

2019–2023 (USD MILLION)          190

TABLE 148         NORTH AMERICA: STREAMING ANALYTICS MARKET, BY VERTICAL,

2024–2029 (USD MILLION)          190

TABLE 149         NORTH AMERICA: STREAMING ANALYTICS MARKET, BY COUNTRY,

2019–2023 (USD MILLION)          191

TABLE 150         NORTH AMERICA: STREAMING ANALYTICS MARKET, BY COUNTRY,

2024–2029 (USD MILLION)          191

TABLE 151         US: STREAMING ANALYTICS MARKET, BY OFFERING, 2019–2023 (USD MILLION) 191

TABLE 152         US: STREAMING ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION) 192

TABLE 153         CANADA: STREAMING ANALYTICS MARKET, BY OFFERING,

2019–2023 (USD MILLION)          192

TABLE 154         CANADA: STREAMING ANALYTICS MARKET, BY OFFERING,

2024–2029 (USD MILLION)          192

TABLE 155         EUROPE: STREAMING ANALYTICS MARKET, BY OFFERING,

2019–2023 (USD MILLION)          194

TABLE 156         EUROPE: STREAMING ANALYTICS MARKET, BY OFFERING,

2024–2029 (USD MILLION)          194

TABLE 157         EUROPE: STREAMING ANALYTICS MARKET, BY SOFTWARE TECHNOLOGY,

2019–2023 (USD MILLION)          194

TABLE 158         EUROPE: STREAMING ANALYTICS MARKET, BY SOFTWARE TECHNOLOGY,

2024–2029 (USD MILLION)          195

TABLE 159         EUROPE: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE,

2019–2023 (USD MILLION)          195

TABLE 160         EUROPE: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE,

2024–2029 (USD MILLION)          195

TABLE 161         EUROPE: STREAMING ANALYTICS MARKET, BY CLOUD, 2019–2023 (USD MILLION)     195

TABLE 162         EUROPE: STREAMING ANALYTICS MARKET, BY CLOUD, 2024–2029 (USD MILLION)     196

TABLE 163         EUROPE: STREAMING ANALYTICS MARKET, BY SERVICE,

2019–2023 (USD MILLION)          196

TABLE 164         EUROPE: STREAMING ANALYTICS MARKET, BY SERVICE,

2024–2029 (USD MILLION)          196

TABLE 165         EUROPE: STREAMING ANALYTICS MARKET, BY PROFESSIONAL SERVICE,

2019–2023 (USD MILLION)          196

TABLE 166         EUROPE: STREAMING ANALYTICS MARKET, BY PROFESSIONAL SERVICE,

2024–2029 (USD MILLION)          197

TABLE 167         EUROPE: STREAMING ANALYTICS MARKET, BY APPLICATION,

2019–2023 (USD MILLION)          197

TABLE 168         EUROPE: STREAMING ANALYTICS MARKET, BY APPLICATION,

2024–2029 (USD MILLION)          198

TABLE 169         EUROPE: STREAMING ANALYTICS MARKET, BY PROCESSING TYPE,

2019–2023 (USD MILLION)          198

TABLE 170         EUROPE: STREAMING ANALYTICS MARKET, BY PROCESSING TYPE,

2024–2029 (USD MILLION)          198

TABLE 171         EUROPE: STREAMING ANALYTICS MARKET, BY DATA TYPE,

2019–2023 (USD MILLION)          199

TABLE 172         EUROPE: STREAMING ANALYTICS MARKET, BY DATA TYPE,

2024–2029 (USD MILLION)          199

TABLE 173         EUROPE: STREAMING ANALYTICS MARKET, BY VERTICAL,

2019–2023 (USD MILLION)          199

TABLE 174         EUROPE: STREAMING ANALYTICS MARKET, BY VERTICAL,

2024–2029 (USD MILLION)          200

TABLE 175         EUROPE: STREAMING ANALYTICS MARKET, BY COUNTRY,

2019–2023 (USD MILLION)          200

TABLE 176         EUROPE: STREAMING ANALYTICS MARKET, BY COUNTRY,

2024–2029 (USD MILLION)          201

TABLE 177         UK: STREAMING ANALYTICS MARKET, BY OFFERING, 2019–2023 (USD MILLION)     201

TABLE 178         UK: STREAMING ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION)     201

TABLE 179         GERMANY: STREAMING ANALYTICS MARKET, BY OFFERING,

2019–2023 (USD MILLION)          202

TABLE 180         GERMANY: STREAMING ANALYTICS MARKET, BY OFFERING,

2024–2029 (USD MILLION)          202

TABLE 181         FRANCE: STREAMING ANALYTICS MARKET, BY OFFERING,

2019–2023 (USD MILLION)          203

TABLE 182         FRANCE: STREAMING ANALYTICS MARKET, BY OFFERING,

2024–2029 (USD MILLION)          203

TABLE 183         ITALY: STREAMING ANALYTICS MARKET, BY OFFERING,

2019–2023 (USD MILLION)          204

TABLE 184         ITALY: STREAMING ANALYTICS MARKET, BY OFFERING,

2024–2029 (USD MILLION)          204

TABLE 185         SPAIN: STREAMING ANALYTICS MARKET, BY OFFERING,

2019–2023 (USD MILLION)          204

TABLE 186         SPAIN: STREAMING ANALYTICS MARKET, BY OFFERING,

2024–2029 (USD MILLION)          205

TABLE 187         REST OF EUROPE: STREAMING ANALYTICS MARKET, BY OFFERING,

2019–2023 (USD MILLION)          205

TABLE 188         REST OF EUROPE: STREAMING ANALYTICS MARKET, BY OFFERING,

2024–2029 (USD MILLION)          205

TABLE 189        ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY OFFERING,

2019–2023 (USD MILLION)          207

TABLE 190        ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY OFFERING,

2024–2029 (USD MILLION)          208

TABLE 191         ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY SOFTWARE TECHNOLOGY, 2019–2023 (USD MILLION)   208

TABLE 192         ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY SOFTWARE TECHNOLOGY, 2024–2029 (USD MILLION)   208

TABLE 193         ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE,

2019–2023 (USD MILLION)          209

TABLE 194         ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE,

2024–2029 (USD MILLION)          209

TABLE 195         ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY CLOUD DEPLOYMENT MODE, 2019–2023 (USD MILLION)            209

TABLE 196         ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY CLOUD E,

 2024–2029 (USD MILLION)        209

TABLE 197         ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY SERVICE,

2019–2023 (USD MILLION)          210

TABLE 198         ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY SERVICE,

2024–2029 (USD MILLION)          210

TABLE 199         ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION)      210

TABLE 200         ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2024–2029 (USD MILLION)      210

TABLE 201         ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY APPLICATION,

2019–2023 (USD MILLION)          211

TABLE 202         ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY APPLICATION,

2024–2029 (USD MILLION)          211

TABLE 203         ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY PROCESSING TYPE,

2019–2023 (USD MILLION)          212

TABLE 204         ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY PROCESSING TYPE,

2024–2029 (USD MILLION)          212

TABLE 205         ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY DATA TYPE,

2019–2023 (USD MILLION)          212

TABLE 206         ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY DATA TYPE,

2024–2029 (USD MILLION)          212

TABLE 207        ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY VERTICAL,

2019–2023 (USD MILLION)          213

TABLE 208        ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY VERTICAL,

2024–2029 (USD MILLION)          213

TABLE 209        ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY COUNTRY,

2019–2023 (USD MILLION)          214

TABLE 210        ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY COUNTRY,

2024–2029 (USD MILLION)          214

TABLE 211         CHINA: STREAMING ANALYTICS MARKET, BY OFFERING,

2019–2023 (USD MILLION)          215

TABLE 212         CHINA: STREAMING ANALYTICS MARKET, BY OFFERING,

2024–2029 (USD MILLION)          215

TABLE 213         JAPAN: STREAMING ANALYTICS MARKET, BY OFFERING,

2019–2023 (USD MILLION)          215

TABLE 214         JAPAN: STREAMING ANALYTICS MARKET, BY OFFERING,

2024–2029 (USD MILLION)          216

TABLE 215         INDIA: STREAMING ANALYTICS MARKET, BY OFFERING,

2019–2023 (USD MILLION)          216

TABLE 216         INDIA: STREAMING ANALYTICS MARKET, BY OFFERING,

2024–2029 (USD MILLION)          216

TABLE 217         SOUTH KOREA: STREAMING ANALYTICS MARKET, BY OFFERING,

2019–2023 (USD MILLION)          217

TABLE 218         SOUTH KOREA: STREAMING ANALYTICS MARKET, BY OFFERING,

2024–2029 (USD MILLION)          217

TABLE 219         ANZ: STREAMING ANALYTICS MARKET, BY OFFERING, 2019–2023 (USD MILLION)     218

TABLE 220         ANZ: STREAMING ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION)     218

TABLE 221         SINGAPORE: STREAMING ANALYTICS MARKET, BY OFFERING,

2019–2023 (USD MILLION)          218

TABLE 222         SINGAPORE: STREAMING ANALYTICS MARKET, BY OFFERING,

2024–2029 (USD MILLION)          219

TABLE 223         REST OF ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY OFFERING,

2019–2023 (USD MILLION)          219

TABLE 224         REST OF ASIA PACIFIC: STREAMING ANALYTICS MARKET, BY OFFERING,

2024–2029 (USD MILLION)          219

TABLE 225         MIDDLE EAST & AFRICA: STREAMING ANALYTICS MARKET, BY OFFERING,

2019–2023 (USD MILLION)          221

TABLE 226         MIDDLE EAST & AFRICA: STREAMING ANALYTICS MARKET, BY OFFERING,

2024–2029 (USD MILLION)          221

TABLE 227         MIDDLE EAST & AFRICA: STREAMING ANALYTICS MARKET, BY SOFTWARE TECHNOLOGY, 2019–2023 (USD MILLION)   221

TABLE 228         MIDDLE EAST & AFRICA: STREAMING ANALYTICS MARKET, BY SOFTWARE TECHNOLOGY, 2024–2029 (USD MILLION)   222

TABLE 229         MIDDLE EAST & AFRICA: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION)            222

TABLE 230         MIDDLE EAST & AFRICA: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION)            222

TABLE 231         MIDDLE EAST & AFRICA: STREAMING ANALYTICS MARKET, BY CLOUD,

2019–2023 (USD MILLION)          223

TABLE 232         MIDDLE EAST & AFRICA: STREAMING ANALYTICS MARKET, BY CLOUD,

2024–2029 (USD MILLION)          223

TABLE 233         MIDDLE EAST & AFRICA: STREAMING ANALYTICS MARKET, BY SERVICE,

2019–2023 (USD MILLION)          223

TABLE 234         MIDDLE EAST & AFRICA: STREAMING ANALYTICS MARKET, BY SERVICE,

2024–2029 (USD MILLION)          223

TABLE 235         MIDDLE EAST & AFRICA: STREAMING ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION)      224

TABLE 236         MIDDLE EAST & AFRICA: STREAMING ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2024–2029 (USD MILLION)      224

TABLE 237         MIDDLE EAST & AFRICA: STREAMING ANALYTICS MARKET, BY APPLICATION, 2019–2023 (USD MILLION)           224

TABLE 238         MIDDLE EAST & AFRICA: STREAMING ANALYTICS MARKET, BY APPLICATION, 2024–2029 (USD MILLION)           225

TABLE 239         MIDDLE EAST & AFRICA: STREAMING ANALYTICS MARKET, BY PROCESSING TYPE, 2019–2023 (USD MILLION)  225

TABLE 240         MIDDLE EAST & AFRICA: STREAMING ANALYTICS MARKET, BY PROCESSING TYPE, 2024–2029 (USD MILLION)  225

TABLE 241         MIDDLE EAST & AFRICA: STREAMING ANALYTICS MARKET, BY DATA TYPE,

2019–2023 (USD MILLION)          226

TABLE 242         MIDDLE EAST & AFRICA: STREAMING ANALYTICS MARKET, BY DATA TYPE,

2024–2029 (USD MILLION)          226

TABLE 243         MIDDLE EAST & AFRICA: STREAMING ANALYTICS MARKET, BY VERTICAL,

2019–2023 (USD MILLION)          226

TABLE 244         MIDDLE EAST & AFRICA: STREAMING ANALYTICS MARKET, BY VERTICAL,

2024–2029 (USD MILLION)          227

TABLE 245         MIDDLE EAST & AFRICA: STREAMING ANALYTICS MARKET, BY SUB-REGION,

2019–2023 (USD MILLION)          227

TABLE 246         MIDDLE EAST & AFRICA: STREAMING ANALYTICS MARKET, BY SUB-REGION,

2024–2029 (USD MILLION)          227

TABLE 247         MIDDLE EAST: STREAMING ANALYTICS MARKET, BY COUNTRY,

2019–2023 (USD MILLION)          228

TABLE 248         MIDDLE EAST: STREAMING ANALYTICS MARKET, BY COUNTRY,

2024–2029 (USD MILLION)          228

TABLE 249         UAE: STREAMING ANALYTICS MARKET, BY OFFERING, 2019–2023 (USD MILLION)     229

TABLE 250         UAE: STREAMING ANALYTICS MARKET, BY OFFERING, 2024–2029 (USD MILLION)     229

TABLE 251         SAUDI ARABIA: STREAMING ANALYTICS MARKET, BY OFFERING,

2019–2023 (USD MILLION)          230

TABLE 252         SAUDI ARABIA: STREAMING ANALYTICS MARKET, BY OFFERING,

2024–2029 (USD MILLION)          230

TABLE 253         QATAR: STREAMING ANALYTICS MARKET, BY OFFERING,

2019–2023 (USD MILLION)          231

TABLE 254         QATAR: STREAMING ANALYTICS MARKET, BY OFFERING,

2024–2029 (USD MILLION)          231

TABLE 255         TURKEY: STREAMING ANALYTICS MARKET, BY OFFERING,

2019–2023 (USD MILLION)          232

TABLE 256         TURKEY: STREAMING ANALYTICS MARKET, BY OFFERING,

2024–2029 (USD MILLION)          232

TABLE 257         REST OF MIDDLE EAST: STREAMING ANALYTICS MARKET, BY OFFERING,

2019–2023 (USD MILLION)          232

TABLE 258         REST OF MIDDLE EAST: STREAMING ANALYTICS MARKET, BY OFFERING,

2024–2029 (USD MILLION)          233

TABLE 259         AFRICA: STREAMING ANALYTICS MARKET, BY OFFERING,

2019–2023 (USD MILLION)          233

TABLE 260         AFRICA: STREAMING ANALYTICS MARKET, BY OFFERING,

2024–2029 (USD MILLION)          233

TABLE 261         LATIN AMERICA: STREAMING ANALYTICS MARKET, BY OFFERING,

2019–2023 (USD MILLION)          235

TABLE 262         LATIN AMERICA: STREAMING ANALYTICS MARKET, BY OFFERING,

2024–2029 (USD MILLION)          235

TABLE 263         LATIN AMERICA: STREAMING ANALYTICS MARKET, BY SOFTWARE TECHNOLOGY, 2019–2023 (USD MILLION)   235

TABLE 264         LATIN AMERICA: STREAMING ANALYTICS MARKET, BY SOFTWARE TECHNOLOGY, 2024–2029 (USD MILLION)   236

TABLE 265         LATIN AMERICA: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE,

2019–2023 (USD MILLION)          236

TABLE 266         LATIN AMERICA: STREAMING ANALYTICS MARKET, BY DEPLOYMENT MODE,

2024–2029 (USD MILLION)          236

TABLE 267        LATIN AMERICA: STREAMING ANALYTICS MARKET, BY CLOUD,

2019–2023 (USD MILLION)          237

TABLE 268        LATIN AMERICA: STREAMING ANALYTICS MARKET, BY CLOUD,

2024–2029 (USD MILLION)          237

TABLE 269         LATIN AMERICA: STREAMING ANALYTICS MARKET, BY SERVICE,

2019–2023 (USD MILLION)          237

TABLE 270         LATIN AMERICA: STREAMING ANALYTICS MARKET, BY SERVICE,

2024–2029 (USD MILLION)          237

TABLE 271         LATIN AMERICA: STREAMING ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION)      238

TABLE 272         LATIN AMERICA: STREAMING ANALYTICS MARKET, BY PROFESSIONAL SERVICE, 2024–2029 (USD MILLION)      238

TABLE 273         LATIN AMERICA: STREAMING ANALYTICS MARKET, BY APPLICATION,

2019–2023 (USD MILLION)          238

TABLE 274         LATIN AMERICA: STREAMING ANALYTICS MARKET, BY APPLICATION,

2024–2029 (USD MILLION)          239

TABLE 275         LATIN AMERICA: STREAMING ANALYTICS MARKET, BY PROCESSING TYPE,

2019–2023 (USD MILLION)          239

TABLE 276         LATIN AMERICA: STREAMING ANALYTICS MARKET, BY PROCESSING TYPE,

2024–2029 (USD MILLION)          239

TABLE 277         LATIN AMERICA: STREAMING ANALYTICS MARKET, BY DATA TYPE,

2019–2023 (USD MILLION)          240

TABLE 278         LATIN AMERICA: STREAMING ANALYTICS MARKET, BY DATA TYPE,

2024–2029 (USD MILLION)          240

TABLE 279         LATIN AMERICA: STREAMING ANALYTICS MARKET, BY VERTICAL,

2019–2023 (USD MILLION)          240

TABLE 280         LATIN AMERICA: STREAMING ANALYTICS MARKET, BY VERTICAL,

2024–2029 (USD MILLION)          241

TABLE 281         LATIN AMERICA: STREAMING ANALYTICS MARKET, BY COUNTRY,

2019–2023 (USD MILLION)          241

TABLE 282         LATIN AMERICA: STREAMING ANALYTICS MARKET, BY COUNTRY,

2024–2029 (USD MILLION)          241

TABLE 283         BRAZIL: STREAMING ANALYTICS MARKET, BY OFFERING,

2019–2023 (USD MILLION)          242

TABLE 284         BRAZIL: STREAMING ANALYTICS MARKET, BY OFFERING,

2024–2029 (USD MILLION)          242

TABLE 285         MEXICO: STREAMING ANALYTICS MARKET, BY OFFERING,

2019–2023 (USD MILLION)          243

TABLE 286         MEXICO: STREAMING ANALYTICS MARKET, BY OFFERING,

2024–2029 (USD MILLION)          243

TABLE 287         ARGENTINA: STREAMING ANALYTICS MARKET, BY OFFERING,

2019–2023 (USD MILLION)          243

TABLE 288         ARGENTINA: STREAMING ANALYTICS MARKET, BY OFFERING,

2024–2029 (USD MILLION)          244

TABLE 289         REST OF LATIN AMERICA: STREAMING ANALYTICS MARKET, BY OFFERING,

2019–2023 (USD MILLION)          244

TABLE 290         REST OF LATIN AMERICA: STREAMING ANALYTICS MARKET, BY OFFERING,

2024–2029 (USD MILLION)          244

TABLE 291         OVERVIEW OF STRATEGIES ADOPTED BY KEY STREAMING ANALYTICS VENDORS  245

TABLE 292         STREAMING ANALYTICS MARKET: DEGREE OF COMPETITION              250

TABLE 293         STREAMING ANALYTICS MARKET: REGION FOOTPRINT              256

TABLE 294         STREAMING ANALYTICS MARKET: OFFERING FOOTPRINT              257

TABLE 295         STREAMING ANALYTICS MARKET: APPLICATION FOOTPRINT              258

TABLE 296         STREAMING ANALYTICS MARKET: VERTICAL FOOTPRINT              259

TABLE 297         STREAMING ANALYTICS MARKET: DETAILED LIST OF KEY STARTUP/SMES             262

TABLE 298         STREAMING ANALYTICS MARKET: COMPETITIVE BENCHMARKING

OF KEY STARTUPS/SMES           264

TABLE 299         STREAMING ANALYTICS MARKET: PRODUCT LAUNCHES & ENHANCEMENT, JANUARY 2021–JULY 2024         265

TABLE 300         STREAMING ANALYTICS MARKET: DEALS, JANUARY 2021–JULY 2024      267

TABLE 301         IBM: COMPANY OVERVIEW       271

TABLE 302         IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED        272

TABLE 303         IBM: PRODUCT LAUNCHES & ENHANCEMENTS 273

TABLE 304         IBM: DEALS       273

TABLE 305         GOOGLE: COMPANY OVERVIEW            276

TABLE 306         GOOGLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED              277

TABLE 307         GOOGLE: PRODUCT LAUNCHES & ENHANCEMENTS     278

TABLE 308         GOOGLE: DEALS            279

TABLE 309         ORACLE: COMPANY OVERVIEW             280

TABLE 310         ORACLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 281

TABLE 311         ORACLE: PRODUCT LAUNCHES & ENHANCEMENTS      282

TABLE 312         ORACLE: DEALS             282

TABLE 313         MICROSOFT: COMPANY OVERVIEW      284

TABLE 314         MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED              285

TABLE 315         MICROSOFT: PRODUCT LAUNCHES & ENHANCEMENTS              286

TABLE 316         MICROSOFT: DEALS      286

TABLE 317         SAP: COMPANY OVERVIEW       288

TABLE 318         SAP: PRODUCTS/SOLUTIONS/SERVICES OFFERED        289

TABLE 319         SAP: PRODUCT LAUNCHES & ENHANCEMENTS 290

TABLE 320         SAP: DEALS       290

TABLE 321         SAS INSTITUTE: COMPANY OVERVIEW 292

TABLE 322         SAS INSTITUTE: PRODUCTS/SOLUTIONS/SERVICES OFFERED              292

TABLE 323         SAS INSTITUTE: PRODUCT LAUNCHES & ENHANCEMENTS              293

TABLE 324         SAS INSTITUTE: DEALS 293

TABLE 325         AWS: COMPANY OVERVIEW      294

TABLE 326         AWS: PRODUCTS/SOLUTIONS/SERVICES OFFERED       295

TABLE 327         AWS: PRODUCT LAUNCHES & ENHANCEMENTS             295

TABLE 328         AWS: DEALS      295

TABLE 329         TIBCO: COMPANY OVERVIEW  296

TABLE 330         TIBCO: PRODUCTS/SOLUTIONS/SERVICES OFFERED   296

TABLE 331         TIBCO: PRODUCT LAUNCHES & ENHANCEMENTS         297

TABLE 332         TIBCO: DEALS  297

TABLE 333         SOFTWARE AG: COMPANY OVERVIEW  298

TABLE 334         SOFTWARE AG: PRODUCTS/SOLUTIONS/SERVICES OFFERED              299

TABLE 335         SOFTWARE AG: PRODUCT LAUNCHES & ENHANCEMENTS              300

TABLE 336         INFORMATICA: COMPANY OVERVIEW  301

TABLE 337         INFORMATICA: PRODUCTS/SOLUTIONS/SERVICES OFFERED              302

TABLE 338         INFORMATICA: PRODUCT LAUNCHES & ENHANCEMENTS              303

TABLE 339         INFORMATICA: DEALS 303

TABLE 340         BIG DATA MARKET, BY OFFERING, 2018–2022 (USD MILLION)              336

TABLE 341         BIG DATA MARKET, BY OFFERING, 2023–2028 (USD MILLION)              336

TABLE 342         BIG DATA MARKET, BY BUSINESS FUNCTION, 2018–2022 (USD MILLION)          337

TABLE 343         BIG DATA MARKET, BY BUSINESS FUNCTION, 2023–2028 (USD MILLION)          337

TABLE 344         BIG DATA MARKET, BY DATA TYPE, 2018–2022 (USD MILLION)              338

TABLE 345         BIG DATA MARKET, BY DATA TYPE, 2023–2028 (USD MILLION)              338

TABLE 346         BIG DATA MARKET, BY VERTICAL, 2018–2022 (USD MILLION)              339

TABLE 347         BIG DATA MARKET, BY VERTICAL, 2023–2028 (USD MILLION)              340

TABLE 348         BIG DATA MARKET, BY REGION, 2018–2022 (USD MILLION)              341

TABLE 349         BIG DATA MARKET, BY REGION, 2023–2028 (USD MILLION)              341

TABLE 350         VIDEO STREAMING SOFTWARE MARKET, BY OFFERING,

2019–2023 (USD MILLION)          343

TABLE 351         VIDEO STREAMING SOFTWARE MARKET, BY OFFERING,

2024–2029 (USD MILLION)          343

TABLE 352        VIDEO STREAMING SOFTWARE MARKET, BY STREAMING TYPE,

2019–2023 (USD MILLION)          343

TABLE 353        VIDEO STREAMING SOFTWARE MARKET, BY STREAMING TYPE,

2024–2029 (USD MILLION)          344

TABLE 354         VIDEO STREAMING SOFTWARE MARKET, BY DEPLOYMENT MODE,

 2019–2023 (USD MILLION)        344

TABLE 355         VIDEO STREAMING SOFTWARE MARKET, BY DEPLOYMENT MODE,

2024–2029 (USD MILLION)          344

TABLE 356         VIDEO STREAMING SOFTWARE MARKET, BY DELIVERY CHANNEL,

2019–2023 (USD MILLION)          345

TABLE 357         VIDEO STREAMING SOFTWARE MARKET, BY DELIVERY CHANNEL,

2024–2029 (USD MILLION)          345

TABLE 358         VIDEO STREAMING SOFTWARE MARKET, BY MONETIZATION MODEL,

2019–2023 (USD MILLION)          346

TABLE 359         VIDEO STREAMING SOFTWARE MARKET, BY MONETIZATION MODEL,

2024–2029 (USD MILLION)          346

TABLE 360         VIDEO STREAMING SOFTWARE MARKET, BY CONNECTED DEVICE,

2019–2023 (USD MILLION)          346

TABLE 361         VIDEO STREAMING SOFTWARE MARKET, BY CONNECTED DEVICE,

2024–2029 (USD MILLION)          347

TABLE 362         VIDEO STREAMING SOFTWARE MARKET, BY VERTICAL, 2019–2023 (USD MILLION)     347

TABLE 363         VIDEO STREAMING SOFTWARE MARKET, BY VERTICAL, 2024–2029 (USD MILLION)     348

TABLE 364         VIDEO STREAMING SOFTWARE MARKET, BY REGION, 2019–2023 (USD MILLION)     348

TABLE 365         VIDEO STREAMING SOFTWARE MARKET, BY REGION, 2024–2029 (USD MILLION)     349

LIST OF FIGURES

FIGURE 1           STREAMING ANALYTICS MARKET: RESEARCH DESIGN  40

FIGURE 2           STREAMING ANALYTICS MARKET: DATA TRIANGULATION              43

FIGURE 3           STREAMING ANALYTICS MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES           44

FIGURE 4           APPROACH 1 (SUPPLY-SIDE): REVENUE FROM VENDORS OF SOFTWARE/SERVICES IN STREAMING ANALYTICS MARKET       45

FIGURE 5           APPROACH 2 (BOTTOM-UP, SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOFTWARE/SERVICES OF STREAMING ANALYTICS MARKET            46

FIGURE 6           APPROACH 3 (BOTTOM-UP, SUPPLY-SIDE): MARKET ESTIMATION FROM ALL SOFTWARE/SERVICES AND CORRESPONDING SOURCES           47

FIGURE 7           APPROACH 4 (BOTTOM-UP, DEMAND-SIDE): SHARE OF STREAMING ANALYTICS THROUGH OVERALL STREAMING ANALYTICS SPENDING        47

FIGURE 8           SOFTWARE SEGMENT TO DOMINATE MARKET IN 2024 54

FIGURE 9           REAL-TIME DATA PROCESSING SEGMENT TO LEAD MARKET IN 2024 54

FIGURE 10         CLOUD SEGMENT TO ACCOUNT FOR LARGER MARKET SHARE THAN ON-PREMISES SEGMENT IN 2024 54

FIGURE 11         PUBLIC SEGMENT TO LEAD MARKET IN 2024    55

FIGURE 12         PROFESSIONAL SERVICES SEGMENT TO ACCOUNT FOR LARGER MARKET SHARE THAN MANAGED SERVICES SEGMENT IN 2024              55

FIGURE 13         CONSULTING SERVICES SEGMENT TO LEAD MARKET IN 2024              55

FIGURE 14         REAL-TIME STREAMING SEGMENT TO DOMINATE MARKET IN 2024      56

FIGURE 15         UNSTRUCTURED SEGMENT TO DOMINATE MARKET IN 2024              56

FIGURE 16         FRAUD DETECTION SEGMENT TO LEAD MARKET IN 2024              57

FIGURE 17         BFSI SEGMENT TO LEAD MARKET IN 2024          57

FIGURE 18         NORTH AMERICA TO ACCOUNT FOR LARGEST MARKET SHARE IN 2024  58

FIGURE 19         RISING DEMAND FOR STATISTICAL COMPUTATION AND ANALYSIS OF MOVING DATA STREAMS TO DRIVE MARKET       59

FIGURE 20         SALES PERFORMANCE TRACKING SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD    60

FIGURE 21         SOFTWARE AND BFSI SEGMENTS TO ACCOUNT FOR LARGEST MARKET

SHARES IN 2024 60

FIGURE 22         NORTH AMERICA TO DOMINATE STREAMING ANALYTICS MARKET IN 2024             61

FIGURE 23         STREAMING ANALYTICS MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES,

 AND CHALLENGES      62

FIGURE 24         EVOLUTION OF STREAMING ANALYTICS MARKET        70

FIGURE 25         KEY PLAYERS IN STREAMING ANALYTICS MARKET ECOSYSTEM     73

FIGURE 26         STREAMING ANALYTICS MARKET: SUPPLY CHAIN ANALYSIS              78

FIGURE 27         NUMBER OF PATENTS GRANTED TO VENDORS IN LAST 10 YEARS  87

FIGURE 28         TOP 10 PATENT APPLICANTS IN STREAMING ANALYTICS MARKET, 2015–2024       87

FIGURE 29         REGIONAL ANALYSIS OF PATENTS GRANTED, 2015–2024              90

FIGURE 30         STREAMING ANALYTICS MARKET: PORTER’S FIVE FORCES ANALYSIS          92

FIGURE 31         AVERAGE SELLING PRICE OF KEY PLAYERS FOR TOP 3 APPLICATIONS 94

FIGURE 32         TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS              96

FIGURE 33         INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP 3 VERTICALS          97

FIGURE 34         KEY BUYING CRITERIA FOR TOP 3 VERTICALS  97

FIGURE 35         STREAMING ANALYTICS MARKET: INVESTMENT AND FUNDING SCENARIO,

2019–2024          98

FIGURE 36         MARKET POTENTIAL OF GENERATIVE AI IN ENHANCING STREAMING ANALYTICS ACROSS INDUSTRIES  99

FIGURE 37         SOFTWARE SEGMENT TO LEAD MARKET DURING FORECAST PERIOD              102

FIGURE 38         REAL-TIME DATA PROCESSING SEGMENT TO LEAD MARKET DURING

FORECAST PERIOD       104

FIGURE 39         CLOUD SEGMENT TO LEAD MARKET DURING FORECAST PERIOD              111

FIGURE 40         HYBRID SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD       112

FIGURE 41         PROFESSIONAL SERVICES SEGMENT TO ACCOUNT FOR LARGER MARKET SIZE THAN MANAGED SERVICES SEGMENT DURING FORECAST PERIOD       118

FIGURE 42         SUPPORT AND MAINTENANCE SERVICES SEGMENT TO REGISTER HIGHEST

CAGR DURING FORECAST PERIOD        120

FIGURE 43         SALES PERFORMANCE TRACKING SEGMENT TO REGISTER HIGHEST

CAGR DURING FORECAST PERIOD        128

FIGURE 44         REAL-TIME STREAMING SEGMENT TO LEAD MARKET DURING FORECAST PERIOD       143

FIGURE 45         UNSTRUCTURED SEGMENT TO DOMINATE MARKET DURING FORECAST PERIOD       148

FIGURE 46         BFSI SEGMENT TO LEAD MARKET DURING FORECAST PERIOD              154

FIGURE 47         NORTH AMERICA TO BE LARGEST MARKET DURING FORECAST PERIOD       181

FIGURE 48         INDIA TO WITNESS FASTEST GROWTH DURING FORECAST PERIOD              181

FIGURE 49         NORTH AMERICA: STREAMING ANALYTICS MARKET SNAPSHOT        184

FIGURE 50         ASIA PACIFIC: STREAMING ANALYTICS MARKET SNAPSHOT              207

FIGURE 51         TOP 5 PLAYERS DOMINATED MARKET FOR LAST 5 YEARS              248

FIGURE 52         MARKET SHARE ANALYSIS FOR KEY PLAYERS, 2023        249

FIGURE 53         PRODUCT COMPARATIVE ANALYSIS, BY APPLICATION 252

FIGURE 54         STREAMING ANALYTICS MARKET: COMPANY EVALUATION MATRIX

(KEY PLAYERS), 2023     254

FIGURE 55         STREAMING ANALYTICS MARKET: COMPANY FOOTPRINT              255

FIGURE 56         STREAMING ANALYTICS MARKET: COMPANY EVALUATION MATRIX (STARTUPS/SMES), 2023           261

FIGURE 57         COMPANY VALUATION AND FINANCIAL METRICS OF KEY VENDORS          269

FIGURE 58         YEAR-TO-DATE (YTD) PRICE TOTAL RETURN AND 5-YEAR STOCK BETA OF KEY VENDORS 270

FIGURE 59         IBM: COMPANY SNAPSHOT       272

FIGURE 60         GOOGLE: COMPANY SNAPSHOT            277

FIGURE 61         ORACLE: COMPANY SNAPSHOT             281

FIGURE 62         MICROSOFT: COMPANY SNAPSHOT      285

FIGURE 63         SAP: COMPANY SNAPSHOT       289

FIGURE 64         AWS: COMPANY SNAPSHOT      294

FIGURE 65         SOFTWARE AG: COMPANY SNAPSHOT 299

FIGURE 66         INFORMATICA: COMPANY SNAPSHOT  302

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