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In-Memory Computing Market by Component (Solutions & Services), Solution (IMDB (OLTP & OLAP), IMDG, and Data Stream Processing), Service, Application (Risk Management & Fraud Detection, Predictive Analysis), Vertical, and Region - Global Forecast to 2025

November 2020 | 389 pages | ID: IC23DAE4833EN
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The global IMC market size is expected to grow from USD 11.4 billion in 2020 to USD 24.5 billion by 2025, at a Compound Annual Growth Rate (CAGR) of 16.5% during the forecast period. In-Memory Computing (IMC) is a type of middleware software that enables users to store data in RAM, across a cluster of computers, and process it in parallel. It primarily relies on keeping data in servers’ RAM for processing it at faster speeds. It especially relates to processing problems that require extensive access to data analytics, reporting, or warehousing and big data applications. The explosion of big data has prompted much research to develop systems to support ultra-low latency services and real-time data analytics. IMC offers one or multiple strategies for in-memory backups, durable storage backups, and disk-based swap space overflow to end users. It provides a comprehensive tiered storage approach, wherein users can decide what portion of the overall data set is stored in RAM and is a local disk swap space.

COVID-19 is disrupting the world, businesses, and economies, thus impacting the livelihood of people, their interaction, and the way they manage their businesses. The ability to sustain is becoming the new normal for enterprises as they are shifting their focus from growth opportunities to the implementation of drastic measures for mitigating the impact of the COVID-19 pandemic. The competition among major IMC companies is expected to be furious as most upcoming AI and analytics projects are kept on hold due to the pandemic. Hence, several companies would fight to gain a single project. Businesses are trying to return back to normal and facing multiple challenges on the customer as well as operational side. Meeting customer expectations in terms of optimizing processes, increasing security concerns due to various voice-related recording systems and networks, growing network connectivity issues, and declining industrial and manufacturing operations are some of the key business challenges. New practices such as work from home and social distancing are creating the need for remote monitoring, smart payment technologies, and building digital infrastructure for large-scale deployments. With a sudden surge in remote workers, there is an increase in the demand for advanced IMC-based solutions and services to effectively store and safeguard a huge amount of data. For instance, Netflix has witnessed nearly 16 million new users, a huge surge, in media streaming in the last quarter of 2020.

Among Solutions, the IMDB segment to record the highest growth during the forecast period

By solution, the IMDB segment is expected to account for a higher market share during the forecast period. The highest market share of the IMDB segment is attributed to the increasing demand for boosting performance and scalability, and building real-time applications, which are the major factors for the fast growth of the IMC market across the globe. IMDB solutions also help reduce development and operational costs through standardization on an IMC system. IMC solutions comprise In-Memory Data Grid (IMDG), In-Memory Database (IMDB), and Streaming Data Analysis. These solutions are a type of middleware software that enables businesses to store data in RAM, across a cluster of computers, and process it in parallel. Most of these solutions offered are claimed to be easy to deploy and are feature-rich to address complex computing rigors and requirements. IMC solutions are designed from the ground up to store data in a distributed fashion, where the entire dataset is divided into individual computers’ memory, each storing only a portion of the overall dataset. Once data is partitioned, parallel distributed processing becomes a technical necessity because data is stored in a partitioned way.

Among services, the managed services segment to record the higher CAGR during the forecast period

The services segment in the IMC market has been further divided into professional services and managed services. These services play a vital role in the functioning of IMC solutions. IMC vendors require technical support services and consulting services to quickly and smoothly deploy their solutions in the market. These services help maximize the value of enterprise investments. Service providers ensure end-to-end deployment and maintenance of IMC solutions and address pre- and post-deployment queries.

Among applications, the predictive analysis segment to record the higher CAGR during the forecast period

IMC solutions have emerged as an important requirement for enterprises to conduct the accurate analysis of data stored in the RAM of servers and storage. Even enterprises with limited financial resources and IT expertise have started implementing IMC-enabled applications to help non-technical users to quickly perform complex data analysis. IMC product capabilities are integrated with diverse business applications scattered through different verticals and designed to replenish the unique demands of business segments. Apart from established players in the IMC industry, the new entrants in the market are introducing new solutions to lure customers. The market players are focusing on meeting the demands of customers with unique product features. The report segments the overall IMC market by the following business applications: risk management and fraud detection, sentiment analysis, geospatial/GIS processing, sales and marketing optimization, predictive analysis, supply chain management, and others (image processing, route optimization, claim processing and modelling, and trade promotion simulations).

Among deployment mode, the cloud deployment segment to record the higher CAGR during the forecast period

The IMC market by deployment mode includes the on-premises and cloud segments. Deployment refers to the setting-up of the hardware, operating systems, and applications required to manage the IT ecosystem. IMC solutions can be deployed through either mode based on security, availability, and scalability. Cloud deployment offers advantages such as pay-per-use, and low installation and maintenance costs. This deployment mode is expected to show high growth in the near future.

Among organization size, the SME’s segment to record the higher CAGR during the forecast period

IMC is widely being used across major verticals. Its adoption is increasing, irrespective of organization size. Based on organization size, the IMC market is segmented into SMEs and large enterprises. Organizations are categorized among these two types based on their employee strength. SMEs have realized the necessity to structure large volumes of data, which increases with time. The adoption of IMC solutions and services is expected to be high among SMEs due to the availability of low-cost cloud deployment options. The ever-growing volume of data due to the use of social media, mobile applications, and entertainment devices is one of the major factors increasing the adoption of IMC solutions and services among SMEs and large enterprises.

Among verticals, the healthcare and life sciences vertical to record the higher CAGR during the forecast period

IMC is gaining traction across verticals, owing to the proliferation of data and demand for operational efficiency by organizations. Enterprises are harnessing the value of IMC as it promises to facilitate business users with the in-memory processing of data, enabling swift decision-making through faster business insights. The market is segmented by vertical which includes BFSI, retail and eCommerce, government and defense, healthcare and life sciences, transportation and logistics, IT and telecom, energy and utilities, media and entertainment, and others. The others vertical comprises education, manufacturing, and travel and hospitality. The BFSI vertical is the major revenue contributor to the IMC market due to the early adoption of IMC solutions in the vertical.

Among regions, North America to hold the largest market size during the forecast period

North America is expected to hold the largest market size in the global IMC market during the forecast period. The key factor favoring the growth of the IMC market in North America is the increasing demand for analytics and advanced analytics platforms by small and medium businesses and government agencies would fuel the demand for IMC products in North America. Europe is expected to be in second position in terms of market size and market share during the forecast period. ? The rising adoption of cloud and IoT, and increasing use of the web are some of the factors driving the IMC market growth in Europe. APAC is expected to record the fastest growth rate during the forecast period. The IMC market is expected to witness considerable developments and adoption of solutions across APAC during the forecast period. The increasing number of players across different regions is further expected to drive the IMC 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 IMC market.
  • By Company: Tier I: 34%, Tier II: 43%, and Tier III: 23%
  • By Designation: C-Level Executives: 50%, Directors: 30%, & Other level: 20%
  • By Region: North America: 30%, APAC: 25%, Europe: 30%, Latin America: 10%, Middle East and Africa: 5%
The report includes the study of key players offering IMC solutions and services. It profiles major vendors in the global IMC market. The major vendors in the global IMC market include Microsoft (US), Oracle (US), SAP (Germany), IBM (US), SAS Institute (US), TIBCO (US), Software AG (Germany), Fujitsu (Japan), Red Hat (US), Altibase (US), GigaSpaces (US), GridGain (US), Hazelcast (US), MongoDB (US), Exasol (Germany), Intel (Germany), Qlik (US), Salesforce (US), Workday (US), Teradata (US), Kognitio (UK), Enea (Sweden), VoltDB (US), McObject (US), and MemSQL (US).

Research Coverage

The IMC market is segmented by component, application, deployment mode, organization size, vertical, and region. A detailed analysis of the key industry players has been undertaken to provide insights into their business overviews; services; key strategies; new service launches; partnerships, agreements, and collaborations; business expansions; and competitive landscape associated with the global IMC market.

Key Benefits of Buying the Report

The report would help the market leaders/new entrants in the following ways:
  • It comprehensively segments the IMC market and provides the closest approximations of the revenue numbers for the overall market and its subsegments across regions.
  • It would help stakeholders understand the pulse of the market and provide information on the key market drivers, restraints, challenges, and opportunities.
  • It would help stakeholders understand their competitors better and gain more insights to enhance their positions in the market. The competitive landscape section includes a competitor ecosystem, new service developments, partnerships, and acquisitions.
1 INTRODUCTION

1.1 INTRODUCTION TO COVID-19
1.2 COVID-19 HEALTH ASSESSMENT
FIGURE 1 COVID-19: GLOBAL PROPAGATION
FIGURE 2 COVID-19 PROPAGATION: SELECT COUNTRIES
1.3 COVID-19 ECONOMIC ASSESSMENT
FIGURE 3 REVISED GROSS DOMESTIC PRODUCT FORECASTS FOR SELECT G20 COUNTRIES IN 2020
  1.3.1 COVID-19 ECONOMIC IMPACT—SCENARIO ASSESSMENT
FIGURE 4 FACTORS IMPACTING GLOBAL ECONOMY
FIGURE 5 SCENARIOS IN TERMS OF RECOVERY OF GLOBAL ECONOMY
1.4 OBJECTIVES OF THE STUDY
1.5 MARKET DEFINITION
  1.5.1 INCLUSIONS AND EXCLUSIONS
1.6 MARKET SCOPE
  1.6.1 MARKET SEGMENTATION
  1.6.2 REGIONS COVERED
  1.6.3 YEARS CONSIDERED FOR THE STUDY
1.7 CURRENCY CONSIDERED
TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2017–2019
1.8 STAKEHOLDERS
1.9 SUMMARY OF CHANGES

2 RESEARCH METHODOLOGY

2.1 RESEARCH DATA
FIGURE 6 IN-MEMORY COMPUTING MARKET: RESEARCH DESIGN
  2.1.1 SECONDARY DATA
  2.1.2 PRIMARY DATA
TABLE 2 PRIMARY INTERVIEWS
    2.1.2.1 Breakup of primary profiles
    2.1.2.2 Key industry insights
2.2 MARKET BREAKUP AND DATA TRIANGULATION
FIGURE 7 DATA TRIANGULATION
2.3 MARKET SIZE ESTIMATION
FIGURE 8 IN-MEMORY COMPUTING MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES
  2.3.1 TOP-DOWN APPROACH
  2.3.2 BOTTOM-UP APPROACH
FIGURE 9 MARKET SIZE ESTIMATION METHODOLOGY ? APPROACH 1 (SUPPLY SIDE): REVENUE OF SOLUTIONS/SERVICES OF IN-MEMORY COMPUTING MARKET
FIGURE 10 MARKET SIZE ESTIMATION METHODOLOGY ? APPROACH 2 - BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE OF ALL SOLUTIONS/SERVICES OF IN-MEMORY COMPUTING MARKET
FIGURE 11 MARKET SIZE ESTIMATION METHODOLOGY — APPROACH 3 — BOTTOM-UP (DEMAND SIDE): SHARE OF IN-MEMORY COMPUTING THROUGH OVERALL IN-MEMORY COMPUTING SPENDING
2.4 MARKET FORECAST
TABLE 3 FACTOR ANALYSIS
2.5 COMPANY EVALUATION QUADRANT METHODOLOGY
FIGURE 12 COMPANY EVALUATION QUADRANT: CRITERIA WEIGHTAGE
2.6 STARTUP/SME COMPETITIVE EVALUATION QUADRANT METHODOLOGY
FIGURE 13 START-UP/SME COMPANY EVALUATION QUADRANT: CRITERIA WEIGHTAGE
2.7 ASSUMPTIONS FOR THE STUDY
2.8 LIMITATIONS OF THE STUDY
2.9 IMPLICATIONS OF COVID-19 ON IN-MEMORY COMPUTING MARKET
FIGURE 14 QUARTERLY IMPACT OF COVID-19 DURING 2020–2021

3 EXECUTIVE SUMMARY

TABLE 4 GLOBAL IN-MEMORY COMPUTING MARKET SIZE AND GROWTH RATE, 2014–2019 (USD MILLION, Y-O-Y %)
TABLE 5 GLOBAL IN-MEMORY COMPUTING MARKET SIZE AND GROWTH RATE, 2019–2025 (USD MILLION, Y-O-Y %)
FIGURE 15 SOLUTIONS SEGMENT TO HOLD LARGER MARKET SIZE IN 2020
FIGURE 16 PROFESSIONAL SERVICES SEGMENT TO HOLD HIGHER MARKET SHARE IN 2020
FIGURE 17 SYSTEM INTEGRATION AND IMPLEMENTATION SEGMENT TO HOLD LARGEST MARKET SIZE IN 2020
FIGURE 18 IN-MEMORY DATABASE SEGMENT TO HOLD HIGHEST MARKET SHARE IN 2020
FIGURE 19 ON-PREMISES SEGMENT TO HOLD HIGHER MARKET SHARE IN 2020
FIGURE 20 LARGE ENTERPRISES SEGMENT TO HOLD LARGER MARKET SIZE IN 2020
FIGURE 21 RISK MANAGEMENT AND FRAUD DETECTION SEGMENT TO HOLD HIGHEST MARKET SHARE IN 2020
FIGURE 22 BANKING, FINANCIAL SERVICES, AND INSURANCE VERTICAL TO HOLD HIGHEST MARKET SHARE IN 2020
FIGURE 23 NORTH AMERICA TO HOLD HIGHEST MARKET SHARE AND ASIA PACIFIC TO GROW AT HIGHEST CAGR IN 2020

4 PREMIUM INSIGHTS

4.1 ATTRACTIVE OPPORTUNITIES IN IN-MEMORY COMPUTING MARKET
FIGURE 24 INCREASING DEMAND FOR REAL-TIME AND LOW-LATENCY TRANSACTION PROCESSING CONTRIBUTES TO IN-MEMORY COMPUTING MARKET GROWTH
4.2 IN-MEMORY COMPUTING MARKET: TOP THREE APPLICATIONS
FIGURE 25 PREDICTIVE ANALYSIS SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
4.3 NORTH AMERICA IN-MEMORY COMPUTING MARKET: BY COMPONENT AND TOP THREE VERTICALS
FIGURE 26 SOLUTIONS SEGMENT AND BANKING, FINANCIAL SERVICES, AND INSURANCE VERTICAL TO HOLD HIGH MARKET SHARES IN 2020
4.4 IN-MEMORY COMPUTING MARKET: BY REGION
FIGURE 27 NORTH AMERICA TO HOLD HIGHEST MARKET SHARE IN 2020

5 MARKET OVERVIEW AND INDUSTRY TRENDS

5.1 INTRODUCTION
5.2 MARKET DYNAMICS
FIGURE 28 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: IN-MEMORY COMPUTING MARKET
  5.2.1 DRIVERS
    5.2.1.1 Exponential growth of big data to improve machine-driven decision-making
    5.2.1.2 Decrease in the overall cost of RAM and TCO
    5.2.1.3 Increase in production with real-time and low-latency transaction processing
  5.2.2 RESTRAINTS
    5.2.2.1 Lack of standards
    5.2.2.2 Increase in volatility of data
    5.2.2.3 Lack of skilled workforce and complexity involved in data extraction
  5.2.3 OPPORTUNITIES
    5.2.3.1 Real-time analysis of data
    5.2.3.2 Growth in the need for parallel processing and columnar databases
    5.2.3.3 Emergence of AI- and ML-based technologies to gain real-time actionable customer insights
  5.2.4 CHALLENGES
    5.2.4.1 Data security concerns
    5.2.4.2 Incompetence to develop BI applications
  5.2.5 CUMULATIVE GROWTH ANALYSIS
5.3 MARKET EVOLUTION
  5.3.1 INTRODUCTION
FIGURE 29 EVOLUTION OF IN-MEMORY COMPUTING MARKET
5.4 CASE STUDY ANALYSIS
  5.4.1 INTRODUCTION
    5.4.1.1 Use case: Scenario 1
    5.4.1.2 Use case: Scenario 2
    5.4.1.3 Use case: Scenario 3
    5.4.1.4 Use case: Scenario 4
    5.4.1.5 Use case: Scenario 5
    5.4.1.6 Use case: Scenario 6
5.5 PATENT ANALYSIS
  5.5.1 IOT PATENTS FILED
5.6 VALUE CHAIN ANALYSIS
FIGURE 30 VALUE CHAIN ANALYSIS
5.7 TECHNOLOGY ANALYSIS
  5.7.1 IN-MEMORY COMPUTING AND AI
  5.7.2 IN-MEMORY COMPUTING AND ML
  5.7.3 IN-MEMORY COMPUTING AND BLOCKCHAIN
  5.7.4 IN-MEMORY COMPUTING AND GEOSPATIAL INFORMATION PROCESSING
5.8 REGULATORY IMPLICATIONS
  5.8.1 GENERAL DATA PROTECTION REGULATION
  5.8.2 HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT
  5.8.3 DODD-FRANK WALL STREET REFORM AND CONSUMER PROTECTION
  5.8.4 EUROPEAN BANKING REGULATIONS
5.9 PRICING ANALYSIS

6 IN-MEMORY COMPUTING MARKET: COVID-19 IMPACT

FIGURE 31 IN-MEMORY COMPUTING MARKET TO WITNESS MINOR DECLINE BETWEEN 2020 AND 2021

7 IN-MEMORY COMPUTING MARKET, BY COMPONENT

7.1 INTRODUCTION
  7.1.1 COMPONENTS: COVID-19 IMPACT
  7.1.2 COMPONENTS: IN-MEMORY COMPUTING MARKET DRIVERS
FIGURE 32 SERVICES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
TABLE 6 IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 7 IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
7.2 SOLUTIONS
FIGURE 33 DATA STREAM PROCESSING SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
TABLE 8 SOLUTIONS: IN-MEMORY COMPUTING MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)
TABLE 9 SOLUTIONS: IN-MEMORY COMPUTING MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)
TABLE 10 SOLUTIONS: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 11 SOLUTIONS: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
  7.2.1 IN-MEMORY DATABASE
FIGURE 34 ONLINE ANALYTICAL PROCESSING SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
TABLE 12 IMDB: IN-MEMORY COMPUTING MARKET SIZE, BY PROCESSING TYPE, 2014–2019 (USD MILLION)
TABLE 13 IMDB: IN-MEMORY COMPUTING MARKET SIZE, BY PROCESSING TYPE, 2019–2025 (USD MILLION)
TABLE 14 IMDB: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 15 IMDB: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
    7.2.1.1 Online analytical processing
TABLE 16 ONLINE ANALYTICAL PROCESSING MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 17 ONLINE ANALYTICAL PROCESSING MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
    7.2.1.2 Online transaction processing
TABLE 18 ONLINE TRANSACTIONAL PROCESSING MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 19 ONLINE TRANSACTIONAL PROCESSING MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
  7.2.2 IN-MEMORY DATA GRID
TABLE 20 IN-MEMORY DATA GRID: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 21 IN-MEMORY DATA GRID: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
  7.2.3 DATA STREAM PROCESSING
TABLE 22 DATA STREAM PROCESSING: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 23 DATA STREAM PROCESSING: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
7.3 SERVICES
FIGURE 35 MANAGED SERVICES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
TABLE 24 SERVICES: IN-MEMORY COMPUTING MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)
TABLE 25 SERVICES: IN-MEMORY COMPUTING MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)
TABLE 26 SERVICES: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 27 SERVICES: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
  7.3.1 PROFESSIONAL SERVICES
FIGURE 36 CONSULTING SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
TABLE 28 PROFESSIONAL SERVICES: IN-MEMORY COMPUTING MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)
TABLE 29 PROFESSIONAL SERVICES: IN-MEMORY COMPUTING MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)
TABLE 30 PROFESSIONAL SERVICES: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 31 PROFESSIONAL SERVICES: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
    7.3.1.1 Consulting
TABLE 32 CONSULTING MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 33 CONSULTING MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
    7.3.1.2 System Integration and Implementation
TABLE 34 SYSTEM INTEGRATION AND IMPLEMENTATION MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 35 SYSTEM INTEGRATION AND IMPLEMENTATION MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
    7.3.1.3 Support and Maintenance
TABLE 36 SUPPORT AND MAINTENANCE MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 37 SUPPORT AND MAINTENANCE MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
  7.3.2 MANAGED SERVICES
TABLE 38 MANAGED SERVICES: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 39 MANAGED SERVICES: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)

8 IN-MEMORY COMPUTING MARKET, BY APPLICATION

8.1 INTRODUCTION
  8.1.1 APPLICATIONS: COVID-19 IMPACT
  8.1.2 APPLICATIONS: IN-MEMORY COMPUTING MARKET DRIVERS
FIGURE 37 PREDICTIVE ANALYSIS SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
TABLE 40 IN-MEMORY COMPUTING MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
TABLE 41 IN-MEMORY COMPUTING MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
8.2 RISK MANAGEMENT AND FRAUD DETECTION
TABLE 42 RISK MANAGEMENT AND FRAUD DETECTION: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 43 RISK MANAGEMENT AND FRAUD DETECTION: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
8.3 SENTIMENT ANALYSIS
TABLE 44 SENTIMENT ANALYSIS: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 45 SENTIMENT ANALYSIS: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
8.4 GEOSPATIAL/GIS PROCESSING
TABLE 46 GEOSPATIAL/GIS PROCESSING: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 47 GEOSPATIAL/GIS PROCESSING: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
8.5 SALES AND MARKETING OPTIMIZATION
TABLE 48 SALES AND MARKETING OPTIMIZATION: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 49 SALES AND MARKETING OPTIMIZATION: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
8.6 PREDICTIVE ANALYSIS
TABLE 50 PREDICTIVE ANALYSIS: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 51 PREDICTIVE ANALYSIS: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
8.7 SUPPLY CHAIN MANAGEMENT
TABLE 52 SUPPLY CHAIN MANAGEMENT: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 53 SUPPLY CHAIN MANAGEMENT: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
8.8 OTHERS
TABLE 54 OTHERS: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 55 OTHERS: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)

9 IN-MEMORY COMPUTING MARKET, BY DEPLOYMENT MODE

9.1 INTRODUCTION
  9.1.1 DEPLOYMENT MODES: COVID-19 IMPACT
  9.1.2 DEPLOYMENT MODES: IN-MEMORY COMPUTING MARKET DRIVERS
FIGURE 38 CLOUD SEGMENT TO REGISTER HIGHER CAGR DURING FORECAST PERIOD
TABLE 56 IN-MEMORY COMPUTING MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 57 IN-MEMORY COMPUTING MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
9.2 CLOUD
TABLE 58 CLOUD: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 59 CLOUD: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
9.3 ON-PREMISES
TABLE 60 ON-PREMISES: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 61 ON-PREMISES: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)

10 IN-MEMORY COMPUTING MARKET, BY ORGANIZATION SIZE

10.1 INTRODUCTION
  10.1.1 ORGANIZATION SIZE: COVID-19 IMPACT
  10.1.2 ORGANIZATION SIZE: IN-MEMORY COMPUTING MARKET DRIVERS
FIGURE 39 SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT TO REGISTER HIGHER CAGR DURING FORECAST PERIOD
TABLE 62 IN-MEMORY COMPUTING MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
TABLE 63 IN-MEMORY COMPUTING MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION)
10.2 SMALL AND MEDIUM-SIZED ENTERPRISES
TABLE 64 SMALL AND MEDIUM-SIZED ENTERPRISES: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 65 SMALL AND MEDIUM-SIZED ENTERPRISES: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
10.3 LARGE ENTERPRISES
TABLE 66 LARGE ENTERPRISES: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 67 LARGE ENTERPRISES: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)

11 IN-MEMORY COMPUTING MARKET, BY VERTICAL

11.1 INTRODUCTION
  11.1.1 VERTICALS: COVID-19 IMPACT
  11.1.2 VERTICALS: IN-MEMORY COMPUTING MARKET DRIVERS
FIGURE 40 HEALTHCARE AND LIFE SCIENCES VERTICAL TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
TABLE 68 IN-MEMORY COMPUTING MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION)
TABLE 69 IN-MEMORY COMPUTING MARKET SIZE, BY VERTICAL, 2019–2025 (USD MILLION)
11.2 BANKING, FINANCIAL SERVICES, AND INSURANCE
TABLE 70 BANKING, FINANCIAL SERVICES, AND INSURANCE: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 71 BANKING, FINANCIAL SERVICES, AND INSURANCES: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
11.3 IT AND TELECOM
TABLE 72 IT AND TELECOM: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 73 IT AND TELECOM: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
11.4 RETAIL AND ECOMMERCE
TABLE 74 RETAIL AND ECOMMERCE: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 75 RETAIL AND ECOMMERCE: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
11.5 HEALTHCARE AND LIFE SCIENCES
TABLE 76 HEALTHCARE AND LIFE SCIENCES: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 77 HEALTHCARE AND LIFE SCIENCES: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
11.6 TRANSPORTATION AND LOGISTICS
TABLE 78 TRANSPORTATION AND LOGISTICS: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 79 TRANSPORTATION AND LOGISTICS: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
11.7 GOVERNMENT AND DEFENSE
TABLE 80 GOVERNMENT AND DEFENSE: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 81 GOVERNMENT AND DEFENSE: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
11.8 ENERGY AND UTILITIES
TABLE 82 ENERGY AND UTILITIES: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 83 ENERGY AND UTILITIES: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
11.9 MEDIA AND ENTERTAINMENT
TABLE 84 MEDIA AND ENTERTAINMENT: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 85 MEDIA AND ENTERTAINMENT: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
11.10 OTHERS
TABLE 86 OTHERS: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 87 OTHERS: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)

12 IN-MEMORY COMPUTING MARKET, BY REGION

12.1 INTRODUCTION
FIGURE 41 INDIA TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
FIGURE 42 ASIA PACIFIC TO ACCOUNT FOR HIGHEST CAGR DURING FORECAST PERIOD
TABLE 88 IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 89 IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
12.2 NORTH AMERICA
  12.2.1 NORTH AMERICA: IN-MEMORY COMPUTING MARKET DRIVERS
  12.2.2 NORTH AMERICA: COVID-19 IMPACT
  12.2.3 NORTH AMERICA: REGULATORY IMPLICATIONS
  12.2.4 UNITED STATES SECURITIES AND EXCHANGE COMMISSION
  12.2.5 INTERNATIONAL ORGANIZATION FOR STANDARDIZATION 27001
  12.2.6 CALIFORNIA CONSUMER PRIVACY ACT
  12.2.7 HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT OF 1996
FIGURE 43 NORTH AMERICA: MARKET SNAPSHOT
TABLE 90 NORTH AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 91 NORTH AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
TABLE 92 NORTH AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY SOLUTION, 2014–2019 (USD MILLION)
TABLE 93 NORTH AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY SOLUTION, 2019–2025 (USD MILLION)
TABLE 94 NORTH AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY IMDB PROCESSING TYPE, 2014–2019 (USD MILLION)
TABLE 95 NORTH AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY IMDB PROCESSING TYPE, 2019–2025 (USD MILLION)
TABLE 96 NORTH AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY SERVICE, 2014–2019 (USD MILLION)
TABLE 97 NORTH AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY SERVICE, 2019–2025 (USD MILLION)
TABLE 98 NORTH AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION)
TABLE 99 NORTH AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION)
TABLE 100 NORTH AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
TABLE 101 NORTH AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
TABLE 102 NORTH AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 103 NORTH AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
TABLE 104 NORTH AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
TABLE 105 NORTH AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION)
TABLE 106 NORTH AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION)
TABLE 107 NORTH AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY VERTICAL, 2019–2025 (USD MILLION)
TABLE 108 NORTH AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION)
TABLE 109 NORTH AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION)
  12.2.8 UNITED STATES
TABLE 110 UNITED STATES: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 111 UNITED STATES: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
  12.2.9 CANADA
TABLE 112 CANADA: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 113 CANADA: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
12.3 EUROPE
  12.3.1 EUROPE: IN-MEMORY COMPUTING MARKET DRIVERS
  12.3.2 EUROPE: COVID-19 IMPACT
  12.3.3 EUROPE: REGULATORY IMPLICATIONS
  12.3.4 GENERAL DATA PROTECTION REGULATION
TABLE 114 EUROPE: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 115 EUROPE: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
TABLE 116 EUROPE: IN-MEMORY COMPUTING MARKET SIZE, BY SOLUTION, 2014–2019 (USD MILLION)
TABLE 117 EUROPE: IN-MEMORY COMPUTING MARKET SIZE, BY SOLUTION, 2019–2025 (USD MILLION)
TABLE 118 EUROPE: IN-MEMORY COMPUTING MARKET SIZE, BY IMDB PROCESSING TYPE, 2014–2019 (USD MILLION)
TABLE 119 EUROPE: IN-MEMORY COMPUTING MARKET SIZE, BY IMDB PROCESSING TYPE, 2019–2025 (USD MILLION)
TABLE 120 EUROPE: IN-MEMORY COMPUTING MARKET SIZE, BY SERVICE, 2014–2019 (USD MILLION)
TABLE 121 EUROPE: IN-MEMORY COMPUTING MARKET SIZE, BY SERVICE, 2019–2025 (USD MILLION)
TABLE 122 EUROPE: IN-MEMORY COMPUTING MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION)
TABLE 123 EUROPE: IN-MEMORY COMPUTING MARKET SIZE, BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION)
TABLE 124 EUROPE: IN-MEMORY COMPUTING MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
TABLE 125 EUROPE: IN-MEMORY COMPUTING MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
TABLE 126 EUROPE: IN-MEMORY COMPUTING MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 127 EUROPE: IN-MEMORY COMPUTING MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
TABLE 128 EUROPE: IN-MEMORY COMPUTING MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
TABLE 129 EUROPE: IN-MEMORY COMPUTING MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION)
TABLE 130 EUROPE: IN-MEMORY COMPUTING MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION)
TABLE 131 EUROPE: IN-MEMORY COMPUTING MARKET SIZE, BY VERTICAL, 2019–2025 (USD MILLION)
TABLE 132 EUROPE: IN-MEMORY COMPUTING MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION)
TABLE 133 EUROPE: IN-MEMORY COMPUTING MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION)
  12.3.5 UNITED KINGDOM
TABLE 134 UNITED KINGDOM: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 135 UNITED KINGDOM: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
  12.3.6 GERMANY
TABLE 136 GERMANY: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 137 GERMANY: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
  12.3.7 FRANCE
TABLE 138 FRANCE: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 139 FRANCE: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
  12.3.8 REST OF EUROPE
TABLE 140 REST OF EUROPE: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 141 REST OF EUROPE: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
12.4 ASIA PACIFIC
  12.4.1 ASIA PACIFIC: IN-MEMORY COMPUTING MARKET DRIVERS
  12.4.2 ASIA PACIFIC: COVID-19 IMPACT
  12.4.3 ASIA PACIFIC: REGULATORY IMPLICATIONS
  12.4.4 PERSONAL DATA PROTECTION ACT
FIGURE 44 ASIA PACIFIC: MARKET SNAPSHOT
TABLE 142 ASIA PACIFIC: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 143 ASIA PACIFIC: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
TABLE 144 ASIA PACIFIC: IN-MEMORY COMPUTING MARKET SIZE, BY SOLUTION, 2014–2019 (USD MILLION)
TABLE 145 ASIA PACIFIC: IN-MEMORY COMPUTING MARKET SIZE, BY SOLUTION, 2019–2025 (USD MILLION)
TABLE 146 ASIA PACIFIC: IN-MEMORY COMPUTING MARKET SIZE, BY IMDB PROCESSING TYPE, 2014–2019 (USD MILLION)
TABLE 147 ASIA PACIFIC: IN-MEMORY COMPUTING MARKET SIZE, BY IMDB PROCESSING TYPE, 2019–2025 (USD MILLION)
TABLE 148 ASIA PACIFIC: IN-MEMORY COMPUTING MARKET SIZE, BY SERVICE, 2014–2019 (USD MILLION)
TABLE 149 ASIA PACIFIC: IN-MEMORY COMPUTING MARKET SIZE, BY SERVICE, 2019–2025 (USD MILLION)
TABLE 150 ASIA PACIFIC: IN-MEMORY COMPUTING MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION)
TABLE 151 ASIA PACIFIC: IN-MEMORY COMPUTING MARKET SIZE, BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION)
TABLE 152 ASIA PACIFIC: IN-MEMORY COMPUTING MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
TABLE 153 ASIA PACIFIC: IN-MEMORY COMPUTING MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
TABLE 154 ASIA PACIFIC: IN-MEMORY COMPUTING MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 155 ASIA PACIFIC: IN-MEMORY COMPUTING MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
TABLE 156 ASIA PACIFIC: IN-MEMORY COMPUTING MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
TABLE 157 ASIA PACIFIC: IN-MEMORY COMPUTING MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION)
TABLE 158 ASIA PACIFIC: IN-MEMORY COMPUTING MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION)
TABLE 159 ASIA PACIFIC: IN-MEMORY COMPUTING MARKET SIZE, BY VERTICAL, 2019–2025 (USD MILLION)
TABLE 160 ASIA PACIFIC: IN-MEMORY COMPUTING MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION)
TABLE 161 ASIA PACIFIC: IN-MEMORY COMPUTING MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION)
  12.4.5 CHINA
TABLE 162 CHINA: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 163 CHINA: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
  12.4.6 JAPAN
TABLE 164 JAPAN: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 165 JAPAN: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
  12.4.7 INDIA
TABLE 166 INDIA: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 167 INDIA: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
  12.4.8 REST OF ASIA PACIFIC
TABLE 168 REST OF ASIA PACIFIC: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 169 REST OF ASIA PACIFIC: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
12.5 MIDDLE EAST AND AFRICA
  12.5.1 MIDDLE EAST AND AFRICA: IN-MEMORY COMPUTING MARKET DRIVERS
  12.5.2 MIDDLE EAST AND AFRICA: COVID-19 IMPACT
  12.5.3 MIDDLE EAST AND AFRICA: REGULATORY IMPLICATIONS
  12.5.4 PERSONAL DATA PROTECTION LAW
TABLE 170 MIDDLE EAST AND AFRICA: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 171 MIDDLE EAST AND AFRICA: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
TABLE 172 MIDDLE EAST AND AFRICA: IN-MEMORY COMPUTING MARKET SIZE, BY SOLUTION, 2014–2019 (USD MILLION)
TABLE 173 MIDDLE EAST AND AFRICA: IN-MEMORY COMPUTING MARKET SIZE, BY SOLUTION, 2019–2025 (USD MILLION)
TABLE 174 MIDDLE EAST AND AFRICA: IN-MEMORY COMPUTING MARKET SIZE, BY IMDB PROCESSING TYPE, 2014–2019 (USD MILLION)
TABLE 175 MIDDLE EAST AND AFRICA: IN-MEMORY COMPUTING MARKET SIZE, BY IMDB PROCESSING TYPE, 2019–2025 (USD MILLION)
TABLE 176 MIDDLE EAST AND AFRICA: IN-MEMORY COMPUTING MARKET SIZE, BY SERVICE, 2014–2019 (USD MILLION)
TABLE 177 MIDDLE EAST AND AFRICA: IN-MEMORY COMPUTING MARKET SIZE, BY SERVICE, 2019–2025 (USD MILLION)
TABLE 178 MIDDLE EAST AND AFRICA: IN-MEMORY COMPUTING MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION)
TABLE 179 MIDDLE EAST AND AFRICA: IN-MEMORY COMPUTING MARKET SIZE, BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION)
TABLE 180 MIDDLE EAST AND AFRICA: IN-MEMORY COMPUTING MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
TABLE 181 MIDDLE EAST AND AFRICA: IN-MEMORY COMPUTING MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
TABLE 182 MIDDLE EAST AND AFRICA: IN-MEMORY COMPUTING MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 183 MIDDLE EAST AND AFRICA: IN-MEMORY COMPUTING MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
TABLE 184 MIDDLE EAST AND AFRICA: IN-MEMORY COMPUTING MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
TABLE 185 MIDDLE EAST AND AFRICA: IN-MEMORY COMPUTING MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION)
TABLE 186 MIDDLE EAST AND AFRICA: IN-MEMORY COMPUTING MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION)
TABLE 187 MIDDLE EAST AND AFRICA: IN-MEMORY COMPUTING MARKET SIZE, BY VERTICAL, 2019–2025 (USD MILLION)
TABLE 188 MIDDLE EAST AND AFRICA: IN-MEMORY COMPUTING MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION)
TABLE 189 MIDDLE EAST AND AFRICA: IN-MEMORY COMPUTING MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION)
  12.5.5 KINGDOM OF SAUDI ARABIA
TABLE 190 KINGDOM OF SAUDI ARABIA: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 191 KINGDOM OF SAUDI ARABIA: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
  12.5.6 UNITED ARAB EMIRATES
TABLE 192 UNITED ARAB EMIRATES: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 193 UNITED ARAB EMIRATES: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
  12.5.7 SOUTH AFRICA
TABLE 194 SOUTH AFRICA: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 195 SOUTH AFRICA: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
  12.5.8 REST OF MIDDLE EAST AND AFRICA
TABLE 196 REST OF MIDDLE EAST AND AFRICA: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 197 REST OF MIDDLE EAST AND AFRICA: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
12.6 LATIN AMERICA
  12.6.1 LATIN AMERICA: IN-MEMORY COMPUTING MARKET DRIVERS
  12.6.2 LATIN AMERICA: COVID-19 IMPACT
  12.6.3 LATIN AMERICA: REGULATORY IMPLICATIONS
  12.6.4 FEDERAL LAW ON PROTECTION OF PERSONAL DATA HELD BY INDIVIDUALS
TABLE 198 LATIN AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 199 LATIN AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
TABLE 200 LATIN AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY SOLUTION, 2014–2019 (USD MILLION)
TABLE 201 LATIN AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY SOLUTION, 2019–2025 (USD MILLION)
TABLE 202 LATIN AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY IMDB PROCESSING TYPE, 2014–2019 (USD MILLION)
TABLE 203 LATIN AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY IMDB PROCESSING TYPE, 2019–2025 (USD MILLION)
TABLE 204 LATIN AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY SERVICE, 2014–2019 (USD MILLION)
TABLE 205 LATIN AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY SERVICE, 2019–2025 (USD MILLION)
TABLE 206 LATIN AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION)
TABLE 207 LATIN AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION)
TABLE 208 LATIN AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
TABLE 209 LATIN AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
TABLE 210 LATIN AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 211 LATIN AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
TABLE 212 LATIN AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
TABLE 213 LATIN AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION)
TABLE 214 LATIN AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION)
TABLE 215 LATIN AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY VERTICAL, 2019–2025 (USD MILLION)
TABLE 216 LATIN AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION)
TABLE 217 LATIN AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION)
  12.6.5 BRAZIL
TABLE 218 BRAZIL: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 219 BRAZIL: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
  12.6.6 MEXICO
TABLE 220 MEXICO: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 221 MEXICO: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
  12.6.7 REST OF LATIN AMERICA
TABLE 222 REST OF LATIN AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 223 REST OF LATIN AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)

13 COMPETITIVE LANDSCAPE

13.1 OVERVIEW
13.2 MARKET EVALUATION FRAMEWORK
FIGURE 45 MARKET EVALUATION FRAMEWORK
13.3 SHARE OF KEY PLAYERS IN IN-MEMORY COMPUTING MARKET, 2019
FIGURE 46 MARKET SHARE OF KEY PLAYERS, 2019
13.4 HISTORICAL REVENUE ANALYSIS OF KEY MARKET PLAYERS
  13.4.1 INTRODUCTION
FIGURE 47 HISTORICAL FIVE-YEAR REVENUE ANALYSIS OF KEY MARKET PLAYERS
13.5 KEY MARKET DEVELOPMENTS
  13.5.1 NEW PRODUCT LAUNCHES AND PRODUCT ENHANCEMENTS
TABLE 224 NEW PRODUCT LAUNCHES AND PRODUCT ENHANCEMENTS, 2020
  13.5.2 BUSINESS EXPANSIONS
TABLE 225 BUSINESS EXPANSIONS, 2019
  13.5.3 MERGERS AND ACQUISITIONS
TABLE 226 MERGERS AND ACQUISITIONS, 2018
  13.5.4 PARTNERSHIPS, AGREEMENTS, CONTRACTS, AND COLLABORATIONS
TABLE 227 PARTNERSHIPS, AGREEMENTS, CONTRACTS, AND COLLABORATIONS, 2018–2020

14 COMPANY EVALUATION QUADRANT AND COMPANY PROFILES

14.1 OVERVIEW
14.2 COMPANY EVALUATION QUADRANT DEFINITIONS AND METHODOLOGY
  14.2.1 MARKET RANKING ANALYSIS, BY COMPANY
FIGURE 48 RANKING OF KEY PLAYERS, 2020
  14.2.2 STAR
  14.2.3 EMERGING LEADERS
  14.2.4 PERVASIVE
  14.2.5 PARTICIPANT
14.3 COMPANY EVALUATION QUADRANT, 2020
FIGURE 49 IN-MEMORY COMPUTING MARKET (GLOBAL), COMPANY EVALUATION QUADRANT, 2020
14.4 COMPANY PROFILES
(Business overview, Solutions and services offered, Recent developments, MNM view, Key strengths/right to win, Strategic choices made, and Weaknesses and competitive threats)*
  14.4.1 IBM
FIGURE 50 IBM: COMPANY SNAPSHOT
  14.4.2 SAP
FIGURE 51 SAP: COMPANY SNAPSHOT
  14.4.3 ORACLE
FIGURE 52 ORACLE: COMPANY SNAPSHOT
  14.4.4 SAS INSTITUTE
FIGURE 53 SAS INSTITUTE: COMPANY SNAPSHOT
  14.4.5 MICROSOFT
FIGURE 54 MICROSOFT: COMPANY SNAPSHOT
  14.4.6 TIBCO
  14.4.7 ALTIBASE
  14.4.8 GIGASPACES
  14.4.9 SOFTWARE AG
  14.4.10 RED HAT
  14.4.11 HAZELCAST
  14.4.12 MONGODB
  14.4.13 EXASOL
  14.4.14 INTEL
  14.4.15 QLIK
  14.4.16 SALESFORCE
  14.4.17 TERADATA
  14.4.18 WORKDAY
  14.4.19 KOGNITIO
  14.4.20 ENEA
  14.4.21 VOLTDB
  14.4.22 MCOBJECT
  14.4.23 MEMSQL
  14.4.24 FUJITSU
*Details on Business overview, Solutions and services offered, Recent developments, MNM view, Key strengths/right to win, Strategic choices made, and Weaknesses and competitive threats might not be captured in case of unlisted companies.

15 APPENDIX

15.1 ADJACENT/RELATED MARKETS
  15.1.1 BIG DATA MARKET
TABLE 228 BIG DATA MARKET SIZE, BY COMPONENT, 2018–2025 (USD MILLION)
TABLE 229 SOLUTIONS: BIG DATA MARKET SIZE, BY TYPE, 2018–2025 (USD MILLION)
TABLE 230 SOLUTIONS: BIG DATA MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
TABLE 231 BIG DATA ANALYTICS MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
TABLE 232 DATA DISCOVERY MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
TABLE 233 DATA VISUALIZATION MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
TABLE 234 DATA MANAGEMENT MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
TABLE 235 SERVICES: BIG DATA MARKET SIZE, BY TYPE, 2018–2025 (USD MILLION)
TABLE 236 SERVICES: BIG DATA MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
TABLE 237 MANAGED SERVICES MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
TABLE 238 PROFESSIONAL SERVICES: BIG DATA MARKET SIZE, BY TYPE, 2018–2025 (USD MILLION)
TABLE 239 PROFESSIONAL SERVICES: BIG DATA MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
TABLE 240 CONSULTING MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
TABLE 241 SUPPORT AND MAINTENANCE MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
TABLE 242 DEPLOYMENT AND INTEGRATION MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
TABLE 243 BIG DATA MARKET SIZE, BY DEPLOYMENT MODE, 2018–2025 (USD MILLION)
TABLE 244 ON-PREMISES: BIG DATA MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
TABLE 245 CLOUD: BIG DATA MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
TABLE 246 CLOUD: BIG DATA MARKET SIZE, BY TYPE, 2018–2025 (USD MILLION)
TABLE 247 PUBLIC CLOUD: BIG DATA MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
TABLE 248 PRIVATE CLOUD: BIG DATA MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
TABLE 249 HYBRID CLOUD: BIG DATA MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
TABLE 250 BIG DATA MARKET SIZE, BY ORGANIZATION SIZE, 2018–2025 (USD MILLION)
TABLE 251 LARGE ENTERPRISES: BIG DATA MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
TABLE 252 SMALL AND MEDIUM-SIZED ENTERPRISES: BIG DATA MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
TABLE 253 BIG DATA MARKET SIZE, BY BUSINESS FUNCTION, 2018–2025 (USD MILLION)
TABLE 254 MARKETING AND SALES: BIG DATA MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
TABLE 255 OPERATIONS: BIG DATA MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
TABLE 256 FINANCE: BIG DATA MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
TABLE 257 HUMAN RESOURCES: BIG DATA MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
TABLE 258 BIG DATA MARKET SIZE, BY INDUSTRY VERTICAL, 2018–2025 (USD MILLION)
TABLE 259 BANKING, FINANCIAL SERVICES, AND INSURANCE: BIG DATA MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
TABLE 260 GOVERNMENT AND DEFENSE: BIG DATA MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
TABLE 261 HEALTHCARE AND LIFE SCIENCES: BIG DATA MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
TABLE 262 MANUFACTURING: BIG DATA MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
TABLE 263 RETAIL AND CONSUMER GOODS: BIG DATA MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
TABLE 264 MEDIA AND ENTERTAINMENT: BIG DATA MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
TABLE 265 TELECOMMUNICATIONS AND INFORMATION TECHNOLOGY: BIG DATA MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
TABLE 266 TRANSPORTATION AND LOGISTICS: BIG DATA MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
TABLE 267 OTHERS: BIG DATA MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
TABLE 268 BIG DATA MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
TABLE 269 NORTH AMERICA: BIG DATA MARKET SIZE, BY COMPONENT, 2018–2025 (USD MILLION)
TABLE 270 NORTH AMERICA: BIG DATA MARKET SIZE, BY SOLUTION, 2018–2025 (USD MILLION)
TABLE 271 NORTH AMERICA: BIG DATA MARKET SIZE, BY SERVICE, 2018–2025 (USD MILLION)
TABLE 272 NORTH AMERICA: BIG DATA MARKET SIZE, BY PROFESSIONAL SERVICE, 2018–2025 (USD MILLION)
TABLE 273 NORTH AMERICA: BIG DATA MARKET SIZE, BY DEPLOYMENT MODE, 2018–2025 (USD MILLION)
TABLE 274 NORTH AMERICA: BIG DATA MARKET SIZE, BY CLOUD TYPE, 2018–2025 (USD MILLION)
TABLE 275 NORTH AMERICA: BIG DATA MARKET SIZE, BY ORGANIZATION SIZE, 2018–2025 (USD MILLION)
TABLE 276 NORTH AMERICA: BIG DATA MARKET SIZE, BY BUSINESS FUNCTION, 2018–2025 (USD MILLION)
TABLE 277 NORTH AMERICA: BIG DATA MARKET SIZE, BY INDUSTRY VERTICAL, 2018–2025 (USD MILLION)
TABLE 278 NORTH AMERICA: BIG DATA MARKET SIZE, BY COUNTRY, 2018–2025 (USD MILLION)
TABLE 279 UNITED STATES: BIG DATA MARKET SIZE, BY COMPONENT, 2018–2025 (USD MILLION)
TABLE 280 UNITED STATES: BIG DATA MARKET SIZE, BY ORGANIZATION SIZE, 2018–2025 (USD MILLION)
TABLE 281 CANADA: BIG DATA MARKET SIZE, BY COMPONENT, 2018–2025 (USD MILLION)
TABLE 282 CANADA: BIG DATA MARKET SIZE, BY ORGANIZATION SIZE, 2018–2025 (USD MILLION)
TABLE 283 EUROPE: BIG DATA MARKET SIZE, BY COMPONENT, 2018–2025 (USD MILLION)
TABLE 284 EUROPE: BIG DATA MARKET SIZE, BY SOLUTION, 2018–2025 (USD MILLION)
TABLE 285 EUROPE: BIG DATA MARKET SIZE, BY SERVICE, 2018–2025 (USD MILLION)
TABLE 286 EUROPE: BIG DATA MARKET SIZE, BY PROFESSIONAL SERVICE, 2018–2025 (USD MILLION)
TABLE 287 EUROPE: BIG DATA MARKET SIZE, BY DEPLOYMENT MODE, 2018–2025 (USD MILLION)
TABLE 288 EUROPE: BIG DATA MARKET SIZE, BY CLOUD TYPE, 2018–2025 (USD MILLION)
TABLE 289 EUROPE: BIG DATA MARKET SIZE, BY ORGANIZATION SIZE, 2018–2025 (USD MILLION)
TABLE 290 EUROPE: BIG DATA MARKET SIZE, BY BUSINESS FUNCTION, 2018–2025 (USD MILLION)
TABLE 291 EUROPE: BIG DATA MARKET SIZE, BY INDUSTRY VERTICAL, 2018–2025 (USD MILLION)
TABLE 292 EUROPE: BIG DATA MARKET SIZE, BY COUNTRY, 2018–2025 (USD MILLION)
TABLE 293 UNITED KINGDOM: BIG DATA MARKET SIZE, BY COMPONENT, 2018–2025 (USD MILLION)
TABLE 294 GERMANY: BIG DATA MARKET SIZE, BY COMPONENT, 2018–2025 (USD MILLION)
TABLE 295 FRANCE: BIG DATA MARKET SIZE, BY COMPONENT, 2018–2025 (USD MILLION)
TABLE 296 REST OF EUROPE: BIG DATA MARKET SIZE, BY COMPONENT, 2018–2025 (USD MILLION)
TABLE 297 ASIA PACIFIC: BIG DATA MARKET SIZE, BY COMPONENT, 2018–2025 (USD MILLION)
TABLE 298 ASIA PACIFIC: BIG DATA MARKET SIZE, BY SOLUTION, 2018–2025 (USD MILLION)
TABLE 299 ASIA PACIFIC: BIG DATA MARKET SIZE, BY SERVICE, 2018–2025 (USD MILLION)
TABLE 300 ASIA PACIFIC: BIG DATA MARKET SIZE, BY PROFESSIONAL SERVICE, 2018–2025 (USD MILLION)
TABLE 301 ASIA PACIFIC: BIG DATA MARKET SIZE, BY DEPLOYMENT MODE, 2018–2025 (USD MILLION)
TABLE 302 ASIA PACIFIC: BIG DATA MARKET SIZE, BY CLOUD TYPE, 2018–2025 (USD MILLION)
TABLE 303 ASIA PACIFIC: BIG DATA MARKET SIZE, BY ORGANIZATION SIZE, 2018–2025 (USD MILLION)
TABLE 304 ASIA PACIFIC: BIG DATA MARKET SIZE, BY BUSINESS FUNCTION, 2018–2025 (USD MILLION)
TABLE 305 ASIA PACIFIC: BIG DATA MARKET SIZE, BY INDUSTRY VERTICAL, 2018–2025 (USD MILLION)
TABLE 306 ASIA PACIFIC: BIG DATA MARKET SIZE, BY COUNTRY, 2018–2025 (USD MILLION)
TABLE 307 CHINA: BIG DATA MARKET SIZE, BY COMPONENT, 2018–2025 (USD MILLION)
TABLE 308 JAPAN: BIG DATA MARKET SIZE, BY COMPONENT, 2018–2025 (USD MILLION)
TABLE 309 INDIA: BIG DATA MARKET SIZE, BY COMPONENT, 2018–2025 (USD MILLION)
TABLE 310 REST OF ASIA PACIFIC: BIG DATA MARKET SIZE, BY COMPONENT, 2018–2025 (USD MILLION)
TABLE 311 MIDDLE EAST AND AFRICA: BIG DATA MARKET SIZE, BY COMPONENT, 2018–2025 (USD MILLION)
TABLE 312 MIDDLE EAST AND AFRICA: BIG DATA MARKET SIZE, BY SOLUTION, 2018–2025 (USD MILLION)
TABLE 313 MIDDLE EAST AND AFRICA: BIG DATA MARKET SIZE, BY SERVICE, 2018–2025 (USD MILLION)
TABLE 314 MIDDLE EAST AND AFRICA: BIG DATA MARKET SIZE, BY PROFESSIONAL SERVICE, 2018–2025 (USD MILLION)
TABLE 315 MIDDLE EAST AND AFRICA: BIG DATA MARKET SIZE, BY DEPLOYMENT MODE, 2018–2025 (USD MILLION)
TABLE 316 MIDDLE EAST AND AFRICA: BIG DATA MARKET SIZE, BY CLOUD TYPE, 2018–2025 (USD MILLION)
TABLE 317 MIDDLE EAST AND AFRICA: BIG DATA MARKET SIZE, BY ORGANIZATION SIZE, 2018–2025 (USD MILLION)
TABLE 318 MIDDLE EAST AND AFRICA: BIG DATA MARKET SIZE, BY BUSINESS FUNCTION, 2018–2025 (USD MILLION)
TABLE 319 MIDDLE EAST AND AFRICA: BIG DATA MARKET SIZE, BY INDUSTRY VERTICAL, 2018–2025 (USD MILLION)
TABLE 320 MIDDLE EAST AND AFRICA: BIG DATA MARKET SIZE, BY COUNTRY, 2018–2025 (USD MILLION)
TABLE 321 KINGDOM OF SAUDI ARABIA: BIG DATA MARKET SIZE, BY COMPONENT, 2018–2025 (USD MILLION)
TABLE 322 UNITED ARAB EMIRATES: BIG DATA MARKET SIZE, BY COMPONENT, 2018–2025 (USD MILLION)
TABLE 323 SOUTH AFRICA: BIG DATA MARKET SIZE, BY COMPONENT, 2018–2025 (USD MILLION)
TABLE 324 REST OF MIDDLE EAST AND AFRICA: BIG DATA MARKET SIZE, BY COMPONENT, 2018–2025 (USD MILLION)
TABLE 325 LATIN AMERICA: BIG DATA MARKET SIZE, BY COMPONENT, 2018–2025 (USD MILLION)
TABLE 326 LATIN AMERICA: BIG DATA MARKET SIZE, BY SOLUTION, 2018–2025 (USD MILLION)
TABLE 327 LATIN AMERICA: BIG DATA MARKET SIZE, BY SERVICE, 2018–2025 (USD MILLION)
TABLE 328 LATIN AMERICA: BIG DATA MARKET SIZE, BY PROFESSIONAL SERVICE, 2018–2025 (USD MILLION)
TABLE 329 LATIN AMERICA: BIG DATA MARKET SIZE, BY DEPLOYMENT MODE, 2018–2025 (USD MILLION)
TABLE 330 LATIN AMERICA: BIG DATA MARKET SIZE, BY CLOUD TYPE, 2018–2025 (USD MILLION)
TABLE 331 LATIN AMERICA: BIG DATA MARKET SIZE, BY ORGANIZATION SIZE, 2018–2025 (USD MILLION)
TABLE 332 LATIN AMERICA: BIG DATA MARKET SIZE, BY BUSINESS FUNCTION, 2018–2025 (USD MILLION)
TABLE 333 LATIN AMERICA: BIG DATA MARKET SIZE, BY INDUSTRY VERTICAL, 2018–2025 (USD MILLION)
TABLE 334 LATIN AMERICA: BIG DATA MARKET SIZE, BY COUNTRY, 2018–2025 (USD MILLION)
TABLE 335 BRAZIL: BIG DATA MARKET SIZE, BY COMPONENT, 2018–2025 (USD MILLION)
TABLE 336 MEXICO: BIG DATA MARKET SIZE, BY COMPONENT, 2018–2025 (USD MILLION)
TABLE 337 REST OF LATIN AMERICA: BIG DATA MARKET SIZE, BY COMPONENT, 2018–2025 (USD MILLION)
  15.1.2 STREAM ANALYTICS MARKET
TABLE 338 STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 339 STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
TABLE 340 SOFTWARE: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 341 SOFTWARE: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)
TABLE 342 SERVICES: STREAMING ANALYTICS MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)
TABLE 343 SERVICES: STREAMING ANALYTICS MARKET SIZE, BY TYPE, 2020–2025 (USD MILLION)
TABLE 344 SERVICES: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 345 SERVICES: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)
TABLE 346 PROFESSIONAL SERVICES: STREAMING ANALYTICS MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)
TABLE 347 PROFESSIONAL SERVICES: STREAMING ANALYTICS MARKET SIZE, BY TYPE, 2020–2025 (USD MILLION)
TABLE 348 PROFESSIONAL SERVICES: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 349 PROFESSIONAL SERVICES: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)
TABLE 350 DEPLOYMENT AND INTEGRATION MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 351 DEPLOYMENT AND INTEGRATION MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)
TABLE 352 SUPPORT AND MAINTENANCE MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 353 SUPPORT AND MAINTENANCE MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)
TABLE 354 MANAGED SERVICES MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 355 MANAGED SERVICES MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)
TABLE 356 STREAMING ANALYTICS MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
TABLE 357 STREAMING ANALYTICS MARKET SIZE, BY APPLICATION, 2020–2025 (USD MILLION)
TABLE 358 FRAUD DETECTION: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 359 FRAUD DETECTION: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)
TABLE 360 SALES AND MARKETING: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 361 SALES AND MARKETING: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)
TABLE 362 PREDICTIVE ASSET MANAGEMENT: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 363 PREDICTIVE ASSET MANAGEMENT: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)
TABLE 364 RISK MANAGEMENT: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 365 RISK MANAGEMENT: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)
TABLE 366 NETWORK MANAGEMENT AND OPTIMIZATION: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 367 NETWORK MANAGEMENT AND OPTIMIZATION: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)
TABLE 368 LOCATION INTELLIGENCE: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 369 LOCATION INTELLIGENCE: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)
TABLE 370 SUPPLY CHAIN MANAGEMENT: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 371 SUPPLY CHAIN MANAGEMENT: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)
TABLE 372 OTHERS: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 373 OTHERS: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)
TABLE 374 STREAMING ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
TABLE 375 STREAMING ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2020–2025 (USD MILLION)
TABLE 376 LARGE ENTERPRISES: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 377 LARGE ENTERPRISES: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)
TABLE 378 SMALL AND MEDIUM-SIZED ENTERPRISES: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 379 SMALL AND MEDIUM-SIZED ENTERPRISES: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)
TABLE 380 STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 381 STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
TABLE 382 CLOUD: STREAMING ANALYTICS MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)
TABLE 383 CLOUD: STREAMING ANALYTICS MARKET SIZE, BY TYPE, 2020–2025 (USD MILLION)
TABLE 384 CLOUD: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 385 CLOUD: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)
TABLE 386 PUBLIC CLOUD: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 387 PUBLIC CLOUD: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)
TABLE 388 PRIVATE CLOUD: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 389 PRIVATE CLOUD: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)
TABLE 390 HYBRID CLOUD: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 391 HYBRID CLOUD: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)
TABLE 392 ON-PREMISES: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 393 ON-PREMISES: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)
TABLE 394 STREAMING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL, 2014–2019 (USD MILLION)
TABLE 395 STREAMING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL, 2020–2025 (USD MILLION)
TABLE 396 BANKING, FINANCIAL SERVICES, AND INSURANCE: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 397 BANKING, FINANCIAL SERVICES, AND INSURANCE: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)
TABLE 398 TELECOMMUNICATIONS AND IT: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 399 TELECOMMUNICATIONS AND IT: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)
TABLE 400 RETAIL AND ECOMMERCE: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 401 RETAIL AND ECOMMERCE: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)
TABLE 402 HEALTHCARE AND LIFE SCIENCES: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 403 HEALTHCARE AND LIFE SCIENCES: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)
TABLE 404 MANUFACTURING: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 405 MANUFACTURING: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)
TABLE 406 GOVERNMENT: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 407 GOVERNMENT: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)
TABLE 408 ENERGY AND UTILITIES: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 409 ENERGY AND UTILITIES: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)
TABLE 410 TRANSPORTATION AND LOGISTICS: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 411 TRANSPORTATION AND LOGISTICS: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)
TABLE 412 MEDIA AND ENTERTAINMENT: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 413 MEDIA AND ENTERTAINMENT: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)
TABLE 414 OTHERS: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 415 OTHERS: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)
TABLE 416 STREAMING ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 417 STREAMING ANALYTICS MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)
TABLE 418 NORTH AMERICA: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 419 NORTH AMERICA: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
TABLE 420 NORTH AMERICA: STREAMING ANALYTICS MARKET SIZE, BY SERVICE, 2014–2019 (USD MILLION)
TABLE 421 NORTH AMERICA: STREAMING ANALYTICS MARKET SIZE, BY SERVICE, 2020–2025 (USD MILLION)
TABLE 422 NORTH AMERICA: STREAMING ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION)
TABLE 423 NORTH AMERICA: STREAMING ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE, 2020–2025 (USD MILLION)
TABLE 424 NORTH AMERICA: STREAMING ANALYTICS MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
TABLE 425 NORTH AMERICA: STREAMING ANALYTICS MARKET SIZE, BY APPLICATION, 2020–2025 (USD MILLION)
TABLE 426 NORTH AMERICA: STREAMING ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
TABLE 427 NORTH AMERICA: STREAMING ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2020–2025 (USD MILLION)
TABLE 428 NORTH AMERICA: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 429 NORTH AMERICA: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
TABLE 430 NORTH AMERICA: STREAMING ANALYTICS MARKET SIZE, BY CLOUD TYPE, 2014–2019 (USD MILLION)
TABLE 431 NORTH AMERICA: STREAMING ANALYTICS MARKET SIZE, BY CLOUD TYPE, 2020–2025 (USD MILLION)
TABLE 432 NORTH AMERICA: STREAMING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL, 2014–2019 (USD MILLION)
TABLE 433 NORTH AMERICA: STREAMING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL, 2020–2025 (USD MILLION)
TABLE 434 NORTH AMERICA: STREAMING ANALYTICS MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION)
TABLE 435 NORTH AMERICA: STREAMING ANALYTICS MARKET SIZE, BY COUNTRY, 2020–2025 (USD MILLION)
TABLE 436 UNITED STATES: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 437 UNITED STATES: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
TABLE 438 UNITED STATES: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 439 UNITED STATES: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
TABLE 440 CANADA: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 441 CANADA: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
TABLE 442 CANADA: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 443 CANADA: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
TABLE 444 EUROPE: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 445 EUROPE: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
TABLE 446 EUROPE: STREAMING ANALYTICS MARKET SIZE, BY SERVICE, 2014–2019 (USD MILLION)
TABLE 447 EUROPE: STREAMING ANALYTICS MARKET SIZE, BY SERVICE, 2020–2025 (USD MILLION)
TABLE 448 EUROPE: STREAMING ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION)
TABLE 449 EUROPE: STREAMING ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE, 2020–2025 (USD MILLION)
TABLE 450 EUROPE: STREAMING ANALYTICS MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
TABLE 451 EUROPE: STREAMING ANALYTICS MARKET SIZE, BY APPLICATION, 2020–2025 (USD MILLION)
TABLE 452 EUROPE: STREAMING ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
TABLE 453 EUROPE: STREAMING ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2020–2025 (USD MILLION)
TABLE 454 EUROPE: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 455 EUROPE: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
TABLE 456 EUROPE: STREAMING ANALYTICS MARKET SIZE, BY CLOUD TYPE, 2014–2019 (USD MILLION)
TABLE 457 EUROPE: STREAMING ANALYTICS MARKET SIZE, BY CLOUD TYPE, 2020–2025 (USD MILLION)
TABLE 458 EUROPE: STREAMING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL, 2014–2019 (USD MILLION)
TABLE 459 EUROPE: STREAMING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL, 2020–2025 (USD MILLION)
TABLE 460 EUROPE: STREAMING ANALYTICS MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION)
TABLE 461 EUROPE: STREAMING ANALYTICS MARKET SIZE, BY COUNTRY, 2020–2025 (USD MILLION)
TABLE 462 UNITED KINGDOM: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 463 UNITED KINGDOM: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
TABLE 464 UNITED KINGDOM: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 465 UNITED KINGDOM: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
TABLE 466 GERMANY: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 467 GERMANY: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
TABLE 468 GERMANY: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 469 GERMANY: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
TABLE 470 FRANCE: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 471 FRANCE: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
TABLE 472 FRANCE: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 473 FRANCE: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
TABLE 474 SPAIN: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 475 SPAIN: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
TABLE 476 SPAIN: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 477 SPAIN: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
TABLE 478 REST OF EUROPE: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 479 REST OF EUROPE: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
TABLE 480 REST OF EUROPE: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 481 REST OF EUROPE: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
TABLE 482 ASIA PACIFIC: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 483 ASIA PACIFIC: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
TABLE 484 ASIA PACIFIC: STREAMING ANALYTICS MARKET SIZE, BY SERVICE, 2014–2019 (USD MILLION)
TABLE 485 ASIA PACIFIC: STREAMING ANALYTICS MARKET SIZE, BY SERVICE, 2020–2025 (USD MILLION)
TABLE 486 ASIA PACIFIC: STREAMING ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION)
TABLE 487 ASIA PACIFIC: STREAMING ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE, 2020–2025 (USD MILLION)
TABLE 488 ASIA PACIFIC: STREAMING ANALYTICS MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
TABLE 489 ASIA PACIFIC: STREAMING ANALYTICS MARKET SIZE, BY APPLICATION, 2020–2025 (USD MILLION)
TABLE 490 ASIA PACIFIC: STREAMING ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
TABLE 491 ASIA PACIFIC: STREAMING ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2020–2025 (USD MILLION)
TABLE 492 ASIA PACIFIC: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 493 ASIA PACIFIC: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
TABLE 494 ASIA PACIFIC: STREAMING ANALYTICS MARKET SIZE, BY CLOUD TYPE, 2014–2019 (USD MILLION)
TABLE 495 ASIA PACIFIC: STREAMING ANALYTICS MARKET SIZE, BY CLOUD TYPE, 2020–2025 (USD MILLION)
TABLE 496 ASIA PACIFIC: STREAMING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL, 2014–2019 (USD MILLION)
TABLE 497 ASIA PACIFIC: STREAMING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL, 2020–2025 (USD MILLION)
TABLE 498 ASIA PACIFIC: STREAMING ANALYTICS MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION)
TABLE 499 ASIA PACIFIC: STREAMING ANALYTICS MARKET SIZE, BY COUNTRY, 2020–2025 (USD MILLION)
TABLE 500 CHINA: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 501 CHINA: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
TABLE 502 CHINA: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 503 CHINA: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
TABLE 504 INDIA: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 505 INDIA: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
TABLE 506 INDIA: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 507 INDIA: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
TABLE 508 SINGAPORE: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 509 SINGAPORE: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
TABLE 510 SINGAPORE: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 511 SINGAPORE: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
TABLE 512 JAPAN: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 513 JAPAN: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
TABLE 514 JAPAN: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 515 JAPAN: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
TABLE 516 REST OF ASIA PACIFIC: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 517 REST OF ASIA PACIFIC: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
TABLE 518 REST OF ASIA PACIFIC: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 519 REST OF ASIA PACIFIC: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
TABLE 520 MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 521 MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
TABLE 522 MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET SIZE, BY SERVICE, 2014–2019 (USD MILLION)
TABLE 523 MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET SIZE, BY SERVICE, 2020–2025 (USD MILLION)
TABLE 524 MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION)
TABLE 525 MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE, 2020–2025 (USD MILLION)
TABLE 526 MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
TABLE 527 MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET SIZE, BY APPLICATION, 2020–2025 (USD MILLION)
TABLE 528 MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
TABLE 529 MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2020–2025 (USD MILLION)
TABLE 530 MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 531 MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
TABLE 532 MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET SIZE, BY CLOUD TYPE, 2014–2019 (USD MILLION)
TABLE 533 MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET SIZE, BY CLOUD TYPE, 2020–2025 (USD MILLION)
TABLE 534 MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL, 2014–2019 (USD MILLION)
TABLE 535 MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL, 2020–2025 (USD MILLION)
TABLE 536 MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION)
TABLE 537 MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET SIZE, BY COUNTRY, 2020–2025 (USD MILLION)
TABLE 538 MIDDLE EAST: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 539 MIDDLE EAST: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
TABLE 540 MIDDLE EAST: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 541 MIDDLE EAST: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
TABLE 542 AFRICA: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 543 AFRICA: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
TABLE 544 AFRICA: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 545 AFRICA: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
TABLE 546 LATIN AMERICA: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 547 LATIN AMERICA: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
TABLE 548 LATIN AMERICA: STREAMING ANALYTICS MARKET SIZE, BY SERVICE, 2014–2019 (USD MILLION)
TABLE 549 LATIN AMERICA: STREAMING ANALYTICS MARKET SIZE, BY SERVICE, 2020–2025 (USD MILLION)
TABLE 550 LATIN AMERICA: STREAMING ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION)
TABLE 551 LATIN AMERICA: STREAMING ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE, 2020–2025 (USD MILLION)
TABLE 552 LATIN AMERICA: STREAMING ANALYTICS MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
TABLE 553 LATIN AMERICA: STREAMING ANALYTICS MARKET SIZE, BY APPLICATION, 2020–2025 (USD MILLION)
TABLE 554 LATIN AMERICA: STREAMING ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
TABLE 555 LATIN AMERICA: STREAMING ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2020–2025 (USD MILLION)
TABLE 556 LATIN AMERICA: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 557 LATIN AMERICA: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
TABLE 558 LATIN AMERICA: STREAMING ANALYTICS MARKET SIZE, BY CLOUD TYPE, 2014–2019 (USD MILLION)
TABLE 559 LATIN AMERICA: STREAMING ANALYTICS MARKET SIZE, BY CLOUD TYPE, 2020–2025 (USD MILLION)
TABLE 560 LATIN AMERICA: STREAMING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL, 2014–2019 (USD MILLION)
TABLE 561 LATIN AMERICA: STREAMING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL, 2020–2025 (USD MILLION)
TABLE 562 LATIN AMERICA: STREAMING ANALYTICS MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION)
TABLE 563 LATIN AMERICA: STREAMING ANALYTICS MARKET SIZE, BY COUNTRY, 2020–2025 (USD MILLION)
TABLE 564 BRAZIL: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 565 BRAZIL: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
TABLE 566 BRAZIL: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 567 BRAZIL: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
TABLE 568 MEXICO: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT
, 2014–2019 (USD MILLION)
TABLE 569 MEXICO: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION)
TABLE 570 MEXICO: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 571 MEXICO: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)
15.2 DISCUSSION GUIDE
15.3 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
15.4 AVAILABLE CUSTOMIZATIONS
15.5 RELATED REPORTS
15.6 AUTHOR DETAILS


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