빅데이터 시장 2026년까지의 세계 예측

출판 : MarketsandMarkets(마켓츠앤드마켓츠)출판년월 : 2022년02월

구성 요소, 배포 모드, 조직 규모, 비즈니스 기능(재무, 마케팅, 판매), 산업(BFSI, 제조, 의료 및 생명 과학), 지역별 – 2026년까지의 세계 예측

Big Data Market with COVID-19 Impact Analysis, by Component, Deployment Mode, Organization Size, Business Function (Finance, Marketing & Sales), Industry Vertical (BFSI, Manufacturing, Healthcare & Life Sciences) and Region – Global Forecast to 2026

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The Big Data market size is projected to grow from USD 162.6 billion in 2021 to 273.4 USD billion in 2026, at a Compound Annual Growth Rate (CAGR) of 11.0% during the forecast period. The Big Data industry is driven by sharp increase in data volume. However, rise in data connectivity through cloud computing and incorporation of digital transformation in top-level strategies.
빅 데이터 시장 규모는 예측 기간 동안 11.0%의 연평균 복합 성장률(CAGR)로 2021년 1,626억 달러에서 2026년 2,734억 달러로 성장할 것으로 예상됩니다. 빅 데이터 산업은 데이터 볼륨의 급격한 증가에 의해 주도됩니다. 그러나 클라우드 컴퓨팅을 통한 데이터 연결성 증가 및 최상위 전략에 디지털 변환 통합.

Based on Component, the service segment is expected to grow at a higher CAGR during the forecast period
The service segment of the Big Data market is further segmented into professional services (consulting, support and maintenance, and deployment and integration) and managed services. This section discusses each service subsegment’s market size and growth rate based on type (for selected subsegments) and region.

Based on deployment mode, on-premises segment is segmented to account for a larger market size during the forecast period Most
Cloud computing refers to the storage, management, and processing of data via networks of remote servers, which are typically accessed via the Internet. Enterprises mostly in heavily regulated industry verticals, such as BFSI, healthcare and life sciences, and manufacturing, opt for the on-premises deployment model of big data solutions. Furthermore, large enterprises with sufficient IT resources are expected to opt for the on-premises deployment model. On-premises is the most reliable deployment mode, which an enterprise can rely on for a high level of control and security. Enterprises need to purchase a license or a copy to deploy cloud-based solutions.
Based on business function operations segment to grow at a higher CAGR during the forecast period
The Big Data market based on business function is segmented into Finance, Marketing and Sales, Human Resources and Operations. The operations segment is expected to grow at a rapid pace during the forecast period. Big Data can help to improve the performance of order picking and stock-taking process in warehouse management with high accuracy. It aims at improving operational efficiency and effectiveness by enabling data-driven decisions at strategic, operational, and tactical levels. It assists companies in delivering revenue growth, improving margins, managing working capital in a better way, and enhancing overall control points across the supply chain.

Based on organization size, large enterprise segment to account for a larger market size during the forecast period Most The adoption of Big Data software and services among large enterprises is high due to the ever-increasing adoption of the cloud, and the trend is expected to continue during the forecast period. Large enterprises accumulate huge chunks of data that can be attributed to the widespread client base. In large enterprises, data plays a major role in evaluating the overall performance of organizations. Large enterprises are leveraging real-time data coming from various sources; for instance, social media feeds or sensors and cameras, each record needs to be processed in a way that preserves its relation to other data and sequence in time.
Based on solution, big data analytics segment to grow at a higher CAGR during the forecast period
The adoption of Big Data analytics among large enterprises is high as it provides an almost limitless source of business and informational knowledge, which can lead to operational improvements and new income prospects for businesses in practically any industry. The value hidden in company data has firms trying to develop a cutting-edge analytics operation for use cases like consumer personalization, risk reduction, fraud detection, internal operations analysis, and other new use cases arising on a near-daily basis
APAC is expected to grow at a higher CAGR during the forecast period
Asia Pacific (APAC) has continually presented lucrative market opportunities for Big Data Solutions and service providers with a notable increase in Big Data across its developed and emerging countries., Japan, China, and India have displayed ample growth opportunities in the Big Data market. Owing to a rapidly proliferating technology-backed economical structure, APAC is expected to emerge as the fastest-growing region in Big Data software and services demand during the forecast period.
Given below is the breakup of the primary respondents:
• By Company Type: Tier 1 – 34%, Tier 2 – 43%, and Tier 3 – 23%
• By Designation: C-level – 50%, Directors – 30%, and Others – 20%
• By Region: North America – 30%, Europe – 30%, APAC – 25%, MEA – 10%, Latin America– 5%.
Some prominent players profiled in the study include IBM(US), Google(US), Oracle(US), Microsoft(US), SAS(US), SAP(Germany), Alteryx(US), TIBCO(US), Cloudera(US), Teradata(US), AWS(US), Informatica(US), Sisense(US), Salesforce(US), HPE(US), Qlik(US), Splunk(US), VMware(US), Accenture(Ireland), Ataccama(Canada), COGITO(US), Centerfield(US), RIB datapine(Berlin), Fusionex(Malaysia), BigPanda(US), Bigeye(US), Imply(US), Rivery(US), YugabyteDB (US), Airbyte(US), Cardagraph(US), Firebolt(US), Syncari(US).
Research coverage
The market study covers Big Data across different segments. It aims at estimating the market size and the growth potential of this market across different segments, such as, by Component, Deployment Mode, Organization Size, Business Function (Finance, Marketing & Sales), Industry Vertical (BFSI, Manufacturing, Healthcare & Life Sciences), and Region. The regional analysis of the Big Data covers North America, Europe, APAC, MEA, and Latin America
The study also includes an in-depth competitive analysis of the key market players, along with their company profiles, key observations related to product and business offerings, recent developments, and key market strategies.

Key benefits of buying the report
The report is expected to help the market leaders/new entrants in this market by providing them information on the closest approximations of the revenue numbers for the overall Big Data and its segments. This report is also expected to help stakeholders understand the competitive landscape and gain insights to improve the position of their businesses and plan suitable go-to-market strategies. The report also aims at helping stakeholders understand the pulse of the market and provide them with information on key market drivers, restraints, challenges, and opportunities.


목차

TABLE OF CONTENTS

1 INTRODUCTION (Page No. – 30)
    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 CRITERIA IMPACTING THE GLOBAL ECONOMY
FIGURE 5 SCENARIOS IN TERMS OF RECOVERY OF THE 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 USD EXCHANGE RATE, 2018–2021
1.8 STAKEHOLDERS
1.9 SUMMARY OF CHANGES

2 RESEARCH METHODOLOGY (Page No. – 40)
    2.1 RESEARCH DATA
FIGURE 6 BIG DATA MARKET: RESEARCH DESIGN
2.1.1 SECONDARY DATA
2.1.2 PRIMARY DATA
2.1.2.1 Breakup of primary profiles
2.1.2.2 Key industry insights
2.2 MARKET BREAKUP AND DATA TRIANGULATION
2.3 MARKET SIZE ESTIMATION
FIGURE 7 MARKET SIZE ESTIMATION METHODOLOGY: APPROACH 1 (SUPPLY SIDE): REVENUE OF SOLUTIONS/SERVICES OF THE MARKET
FIGURE 8 MARKET SIZE ESTIMATION METHODOLOGY: APPROACH 2 BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE OF ALL SOLUTIONS/SERVICES OF THE MARKET
FIGURE 9 MARKET SIZE ESTIMATION METHODOLOGY ̶ APPROACH 3 TOP-DOWN (DEMAND SIDE): SHARE OF BIG DATA THROUGH THE OVERALL BIG DATA SPENDING
FIGURE 10 BIG DATA MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES
2.3.1 TOP-DOWN APPROACH
2.3.2 BOTTOM-UP APPROACH
2.4 COMPANY EVALUATION MATRIX
FIGURE 11 COMPANY EVALUATION MATRIX: CRITERIA WEIGHTAGE
2.5 STARTUP/SME EVALUATION MATRIX METHODOLOGY
FIGURE 12 STARTUP/SME EVALUATION MATRIX: CRITERIA WEIGHTAGE
2.6 ASSUMPTIONS FOR THE STUDY
2.7 LIMITATIONS OF THE STUDY

3 EXECUTIVE SUMMARY (Page No. – 52)
    TABLE 2 BIG DATA MARKET SIZE AND GROWTH RATE, 2016–2020 (USD MILLION, Y-O-Y)
TABLE 3 MARKET SIZE AND GROWTH RATE, 2021–2026 (USD MILLION, Y-O-Y)
FIGURE 13 BIG DATA SOLUTIONS TO ACCOUNT FOR A LARGER MARKET SIZE IN 2021
FIGURE 14 BIG DATA ANALYTICS SOLUTION SEGMENT TO ACCOUNT FOR A LARGER MARKET SHARE IN 2021
FIGURE 15 PROFESSIONAL SERVICES TO HOLD A LARGER MARKET SIZE IN 2021
FIGURE 16 SUPPORT AND MAINTENANCE SEGMENT TO ACCOUNT FOR THE LARGEST MARKET SHARE IN 2021
FIGURE 17 ON-PREMISES SEGMENT TO ACCOUNT FOR A LARGER MARKET SIZE IN 2021
FIGURE 18 PUBLIC CLOUD SEGMENT TO ACCOUNT FOR THE LARGEST MARKET SHARE IN 2021
FIGURE 19 LARGE ENTERPRISES SEGMENT TO ACCOUNT FOR A LARGER MARKET SIZE IN 2021
FIGURE 20 MARKETING AND SALES SEGMENT TO ACCOUNT FOR THE LARGEST MARKET SHARE IN 2021
FIGURE 21 HEALTHCARE AND LIFE SCIENCE CONTRIBUTED THE HIGHEST MARKET REVENUE IN 2021
FIGURE 22 NORTH AMERICA TO BE AN EMERGING DOMINANT REGION IN TERMS OF MARKET SIZE IN 2021

4 PREMIUM INSIGHTS (Page No. – 59)
4.1 ATTRACTIVE OPPORTUNITIES IN THE BIG DATA MARKET
FIGURE 23 INCREASED DIGITALIZATION AND EMERGING TECHNOLOGIES SUCH AS ANALYTICS, IOT, AND AI TO DRIVE THE MARKET GROWTH
4.2 MARKET: TOP THREE VERTICALS
FIGURE 24 BFSI SEGMENT TO ACCOUNT FOR THE LARGEST MARKET SHARE DURING THE FORECAST PERIOD
4.3 MARKET, BY REGION
FIGURE 25 NORTH AMERICA TO ACCOUNT FOR THE HIGHEST MARKET SHARE IN 2021
4.4 NORTH AMERICA: MARKET, BY APPLICATION AND INDUSTRY VERTICAL
FIGURE 26 DATA DISCOVERY SOLUTION AND BFSI INDUSTRY VERTICAL TO ACCOUNT FOR THE HIGHEST SHARES IN THE MARKET IN 2021

5 MARKET OVERVIEW AND INDUSTRY TRENDS (Page No. – 62)
5.1 INTRODUCTION
5.2 MARKET DYNAMICS
FIGURE 27 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: BIG DATA MARKET
5.2.1 DRIVERS
5.2.1.1 Sharp increase in data volume
5.2.1.2 Rise in data connectivity through cloud computing
5.2.1.3 Incorporation of digital transformation in top-level strategies
5.2.2 RESTRAINTS
5.2.2.1 Data security concerns and stringent data security regulations
5.2.2.2 High big data handling costs
5.2.3 OPPORTUNITIES
5.2.3.1 Rise in adoption of technologies and big data analytics
5.2.3.2 The growth of investment in IT sectors by the businesses
5.2.4 CHALLENGES
5.2.4.1 Data silos and poor data quality
5.2.4.2 Lack of data professionals
5.3 USE CASES
5.3.1 BANKING, FINANCIAL SERVICES, AND INSURANCE
5.3.1.1 Use Case 1: Erste Group Bank gains a 360-degree view of customers using Oracle Big Data Appliance on a single cloud platform
5.3.2 TELECOMMUNICATION AND INFORMATION TECHNOLOGY
5.3.2.1 Use Case 2: Robi Axiata Limited uses the Cloudera platform to enhance customer experience
5.3.3 RETAIL AND CONSUMER GOODS
5.3.3.1 Use Case 4: Myntra uses Azure Synapse Analytics and Azure HDInsight to stabilize services and increase year-over-year traffic
5.3.4 GOVERNMENT AND DEFENSE
5.3.4.1 Use Case 5: Indian Oil uses Qlik to achieve business value by providing analytics on the real-time and big data
5.3.5 MEDIA AND ENTERTAINMENT
5.3.5.1 Use Case 6: Dwango Company Ltd. uses the Cloudera Big data platform, and advanced analytics enables expansion and business growth
5.3.6 MANUFACTURING
5.3.6.1 Use Case 7: Brembo uses TIBCO Spotfire to enhance production processes with the help of big data
5.3.7 HEALTHCARE AND LIFE SCIENCE
5.3.7.1 Use Case 8: IQVIA uses Qlik big data analytics to help UK healthcare services
5.3.8 TRANSPORT AND LOGISTICS
5.3.8.1 Use Case 9: CargoSmart uses TIBCO Spotfire for greater visibility and benchmarking
5.4 PATENT ANALYSIS
5.4.1 METHODOLOGY
5.4.2 DOCUMENT TYPE
TABLE 4 PATENTS FILED, 2018–2021
5.4.3 INNOVATION AND PATENT APPLICATIONS
FIGURE 28 ANNUAL NUMBER OF PATENTS GRANTED, 2018–2021
5.4.3.1 Top applicants
FIGURE 29 TOP TEN COMPANIES WITH THE HIGHEST NUMBER OF PATENT APPLICATIONS, 2018–2021
5.5 BIG DATA: EVOLUTION
FIGURE 30 BIG DATA: EVOLUTION
5.6 BIG DATA: ARCHITECTURE
FIGURE 31 FUNCTIONAL ELEMENTS OF A BIG DATA SOLUTION
5.7 BIG DATA TYPES
5.8 BIG DATA ANALYTICS TYPES
5.9 BIG DATA ECOSYSTEM
TABLE 5 BIG DATA MARKET: ECOSYSTEM
5.10 SUPPLY CHAIN ANALYSIS
FIGURE 32 SUPPLY CHAIN ANALYSIS
5.11 PRICING MODEL ANALYSIS
TABLE 6 PRICING MODEL
5.12 TRENDS/DISRUPTIONS IMPACTING BUYERS/CLIENTS IN THE MARKET
FIGURE 33 MARKET: TRENDS/DISRUPTIONS IMPACTING BUYERS/CLIENTS
5.13 PORTER’S FIVE FORCES ANALYSIS
FIGURE 34 MARKET: PORTER’S FIVE FORCES ANALYSIS
TABLE 7 MARKET: PORTER’S FIVE FORCES ANALYSIS
5.13.1 THREAT OF NEW ENTRANTS
5.13.2 THREAT OF SUBSTITUTES
5.13.3 BARGAINING POWER OF SUPPLIERS
5.13.4 BARGAINING POWER OF BUYERS
5.13.5 INTENSITY OF COMPETITIVE RIVALRY
5.14 TECHNOLOGICAL ANALYSIS
5.14.1 ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING
5.14.2 INTERNET OF THINGS
5.14.3 CLOUD COMPUTING
5.15 REGULATORY IMPLICATIONS
5.15.1 GENERAL DATA PROTECTION REGULATION
5.15.2 HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT
5.15.3 PAYMENT CARD INDUSTRY DATA SECURITY STANDARD
5.15.4 SARBANES-OXLEY ACT OF 2002
5.15.5 SOC 2 TYPE II COMPLIANCE
5.15.6 ISO/IEC 27001
5.15.7 THE GRAMM–LEACH–BLILEY ACT
5.16 BIG DATA MARKET: COVID-19 IMPACT
FIGURE 35 MARKET TO GROW BETWEEN 2021 AND 2026

6 BIG DATA MARKET, BY COMPONENT (Page No. – 90)
    6.1 INTRODUCTION
6.1.1 COVID-19 IMPACT ON THE MARKET, BY COMPONENT
FIGURE 36 BIG DATA SERVICES TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD
TABLE 8 MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 9 MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
6.1.2 COMPONENT: MARKET DRIVERS
6.2 SOLUTIONS
TABLE 10 BIG DATA SOLUTIONS MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 11 BIG DATA SOLUTIONS MARKET, BY REGION, 2021–2026 (USD MILLION)
FIGURE 37 BIG DATA ANALYTICS TO REGISTER THE HIGHEST CAGR DURING THE FORECAST PERIOD
TABLE 12 MARKET, BY SOLUTION, 2016–2020 (USD MILLION)
TABLE 13 BIG DATA MARKET, BY SOLUTION, 2021–2026 (USD MILLION)
6.2.1 BIG DATA ANALYTICS
TABLE 14 BIG DATA ANALYTICS MARKET, BY REGION, 2016–2020 (USD MILLION0
TABLE 15 BIG DATA ANALYTICS MARKET, BY REGION, 2021–2026 (USD MILLION)
6.2.2 DATA DISCOVERY
TABLE 16 DATA DISCOVERY MARKET, BY REGION, 2016–2020 (USD MILLION0
TABLE 17 DATA DISCOVERY MARKET, BY REGION, 2021–2026 (USD MILLION)
6.2.3 DATA VISUALIZATION
TABLE 18 DATA VISUALIZATION MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 19 DATA VISUALIZATION MARKET, BY REGION, 2021–2026 (USD MILLION)
6.2.4 DATA MANAGEMENT
TABLE 20 DATA MANAGEMENT MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 21 DATA MANAGEMENT MARKET, BY REGION, 2021–2026 (USD MILLION)
6.3 SERVICES
FIGURE 38 MANAGED SERVICES TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD
TABLE 22 BIG DATA MARKET, BY SERVICE, 2016–2020 (USD MILLION)
TABLE 23 MARKET, BY SERVICE, 2021–2026 (USD MILLION)
TABLE 24 BIG DATA SERVICES MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 25 BIG DATA SERVICES MARKET, BY REGION, 2021–2026 (USD MILLION)
6.3.1 MANAGED SERVICES
TABLE 26 MANAGED BIG DATA SERVICES MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 27 MANAGED BIG DATA SERVICES MARKET, BY REGION, 2021–2026 (USD MILLION)
6.3.2 PROFESSIONAL SERVICES
TABLE 28 PROFESSIONAL BIG DATA SERVICES MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 29 PROFESSIONAL BIG DATA SERVICES MARKET, BY REGION, 2021–2026 (USD MILLION)
FIGURE 39 SUPPORT AND MAINTENANCE SERVICES TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD
TABLE 30 PROFESSIONAL BIG DATA SERVICES MARKET, BY TYPE, 2016–2020 (USD MILLION)
TABLE 31 PROFESSIONAL BIG DATA SERVICES MARKET, BY TYPE, 2021–2026 (USD MILLION)
6.3.2.1 Consulting
TABLE 32 CONSULTING BIG DATA SERVICES MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 33 CONSULTING BIG DATA SERVICES MARKET, BY REGION, 2021–2026 (USD MILLION)
6.3.2.2 Deployment and Integration
TABLE 34 BIG DATA DEPLOYMENT AND INTEGRATION SERVICES MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 35 BIG DATA DEPLOYMENT AND INTEGRATION SERVICES MARKET, BY REGION, 2021–2026 (USD MILLION)
6.3.2.3 Support and maintenance
TABLE 36 BIG DATA SUPPORT AND MAINTENANCE SERVICES MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 37 BIG DATA SUPPORT AND MAINTENANCE SERVICES MARKET T, BY REGION, 2021–2026 (USD MILLION)

7 BIG DATA MARKET, BY BUSINESS FUNCTION (Page No. – 107)
7.1 INTRODUCTION
7.1.1 COVID-19 IMPACT ON THE MARKET, BY BUSINESS FUNCTION
FIGURE 40 BIG DATA IN OPERATIONS TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
TABLE 38 MARKET, BY BUSINESS FUNCTION, 2016–2020 (USD MILLION)
TABLE 39 MARKET, BY BUSINESS FUNCTION, 2021–2026 (USD MILLION)
7.1.2 BUSINESS FUNCTION: MARKET DRIVERS
7.2 MARKETING AND SALES
TABLE 40 MARKET IN MARKETING AND SALES, BY REGION, 2016–2020 (USD MILLION)
TABLE 41 MARKET IN MARKETING AND SALES, BY REGION, 2021–2026 (USD MILLION)
7.3 OPERATIONS
TABLE 42 MARKET IN OPERATIONS, BY REGION, 2016–2020 (USD MILLION)
TABLE 43 MARKET IN OPERATIONS, BY REGION, 2021–2026 (USD MILLION)
7.4 FINANCE
TABLE 44 MARKET IN FINANCE, BY REGION, 2016–2020 (USD MILLION)
TABLE 45 MARKET IN FINANCE, BY REGION, 2021–2026 (USD MILLION)
7.5 HUMAN RESOURCES
TABLE 46 MARKET IN HUMAN RESOURCES, BY REGION, 2016–2020 (USD MILLION)
TABLE 47 MARKET IN HUMAN RESOURCES, BY REGION, 2021–2026 (USD MILLION)

8 BIG DATA MARKET, BY DEPLOYMENT MODE (Page No. – 115)
8.1 INTRODUCTION
8.1.1 COVID-19 IMPACT ON THE MARKET, BY DEPLOYMENT MODE
FIGURE 41 CLOUD DEPLOYMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD
TABLE 48 MARKET, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION)
TABLE 49 MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
8.1.2 DEPLOYMENT MODE: MARKET DRIVERS
8.2 ON-PREMISES
TABLE 50 ON-PREMISES DEPLOYMENT MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 51 ON-PREMISES DEPLOYMENT MARKET, BY REGION, 2021–2026 (USD MILLION)
8.3 CLOUD
FIGURE 42 HYBRID CLOUD SEGMENT TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
TABLE 52 CLOUD DEPLOYMENT MARKET, BY TYPE, 2016–2020 (USD MILLION)
TABLE 53 CLOUD DEPLOYMENT MARKET, BY TYPE, 2021–2026 (USD MILLION)
TABLE 54 CLOUD DEPLOYMENT MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 55 CLOUD DEPLOYMENT MARKET, BY REGION, 2021–2026 (USD MILLION)
8.3.1 PUBLIC CLOUD
TABLE 56 PUBLIC CLOUD DEPLOYMENT MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 57 PUBLIC CLOUD DEPLOYMENT MARKET, BY REGION, 2021–2026 (USD MILLION)
8.3.2 PRIVATE CLOUD
TABLE 58 PRIVATE CLOUD DEPLOYMENT MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 59 PRIVATE CLOUD DEPLOYMENT MARKET, BY REGION, 2021–2026 (USD MILLION)
8.3.3 HYBRID CLOUD
TABLE 60 HYBRID CLOUD DEPLOYMENT MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 61 HYBRID CLOUD DEPLOYMENT MARKET, BY REGION, 2021–2026 (USD MILLION)

9 BIG DATA MARKET, BY ORGANIZATION SIZE (Page No. – 125)
    9.1 INTRODUCTION
9.1.1 COVID-19 IMPACT ON THE MARKET, BY ORGANIZATION SIZE
FIGURE 43 SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD
TABLE 62 MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
TABLE 63 MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
9.1.2 ORGANIZATIONS SIZE: MARKET DRIVERS
9.2 SMALL AND MEDIUM-SIZED ENTERPRISES
TABLE 64 MARKET IN SMALL AND MEDIUM-SIZED ENTERPRISES, BY REGION, 2016–2020 (USD MILLION)
TABLE 65 MARKET IN SMALL AND MEDIUM-SIZED ENTERPRISES, BY REGION, 2021–2026 (USD MILLION)
9.3 LARGE ENTERPRISES
TABLE 66 MARKET IN LARGE ENTERPRISES, BY REGION, 2016–2020 (USD MILLION)
TABLE 67 MARKET IN LARGE ENTERPRISES, BY REGION, 2021–2026 (USD MILLION)

10 BIG DATA MARKET, BY INDUSTRY VERTICAL (Page No. – 131)
     10.1 INTRODUCTION
10.1.1 COVID-19 IMPACT ON MARKET, BY INDUSTRY VERTICAL
FIGURE 44 ENERGY AND UTILITIES INDUSTRY VERTICAL TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
TABLE 68 MARKET, BY INDUSTRY VERTICAL, 2016–2020 (USD MILLION)
TABLE 69 MARKET, BY INDUSTRY VERTICAL, 2021–2026 (USD MILLION)
10.1.2 VERTICAL: MARKET DRIVERS
10.2 BANKING, FINANCIAL SERVICES, AND INSURANCE
TABLE 70 MARKET IN BANKING, FINANCIAL SERVICES, AND INSURANCE, BY REGION, 2016–2020 (USD MILLION)
TABLE 71 MARKET IN BANKING, FINANCIAL SERVICES, AND INSURANCE, BY REGION, 2021–2026 (USD MILLION)
10.3 TELECOMMUNICATIONS AND IT
TABLE 72 BIG DATA MARKET IN TELECOMMUNICATIONS AND IT, BY REGION, 2016–2020 (USD MILLION)
TABLE 73 MARKET IN TELECOMMUNICATIONS AND IT, BY REGION, 2021–2026 (USD MILLION)
10.4 RETAIL AND CONSUMER GOODS
TABLE 74 MARKET IN RETAIL AND CONSUMER GOODS, BY REGION, 2016–2020 (USD MILLION)
TABLE 75 RETAIL AND CONSUMER GOODS, BY REGION, 2021–2026 (USD MILLION)
10.5 HEALTHCARE AND LIFE SCIENCES
TABLE 76 MARKET IN HEALTHCARE AND LIFE SCIENCES, BY REGION, 2016–2020 (USD MILLION)
TABLE 77 MARKET IN HEALTHCARE AND LIFE SCIENCES, BY REGION, 2021–2026 (USD MILLION)
10.6 GOVERNMENT AND DEFENSE
TABLE 78 MARKET IN GOVERNMENT AND DEFENSE, BY REGION, 2016–2020 (USD MILLION)
TABLE 79 MARKET IN GOVERNMENT AND DEFENSE, BY REGION, 2021–2026 (USD MILLION)
10.7 MEDIA AND ENTERTAINMENT
TABLE 80 BIG DATA MARKET IN MEDIA AND ENTERTAINMENT, BY REGION, 2016–2020 (USD MILLION)
TABLE 81 MARKET IN MEDIA AND ENTERTAINMENT, BY REGION, 2021–2026 (USD MILLION)
10.8 MANUFACTURING
TABLE 82 MARKET IN MANUFACTURING, BY REGION, 2016–2020 (USD MILLION)
TABLE 83 MARKET IN MANUFACTURING, BY REGION, 2021–2026 (USD MILLION)
10.9 TRANSPORTATION AND LOGISTICS
TABLE 84 MARKET IN TRANSPORTATION AND LOGISTICS, BY REGION, 2016–2020 (USD MILLION)
TABLE 85 MARKET IN TRANSPORTATION AND LOGISTICS, BY REGION, 2021–2026 (USD MILLION)
10.10 OTHER INDUSTRY VERTICALS
TABLE 86 MARKET IN OTHER INDUSTRY VERTICALS, BY REGION, 2016–2020 (USD MILLION)
TABLE 87 MARKET IN OTHER INDUSTRY VERTICALS, BY REGION, 2021–2026 (USD MILLION)

11 BIG DATA MARKET, BY REGION (Page No. – 147)
     11.1 INTRODUCTION
FIGURE 45 ASIA PACIFIC TO ACHIEVE HIGHEST GROWTH IN MARKET DURING FORECAST PERIOD
FIGURE 46 INDIA EXPECTED TO ACHIEVE THE HIGHEST GROWTH IN THE MARKET DURING THE FORECAST PERIOD
TABLE 88 MARKET, BY REGION, 2016–2020 (USD MILLION)
TABLE 89 MARKET, BY REGION, 2021–2026 (USD MILLION)
11.2 NORTH AMERICA
11.2.1 NORTH AMERICA: BIG DATA MARKET DRIVERS
11.2.2 NORTH AMERICA: COVID-19 IMPACT
11.2.3 NORTH AMERICA: REGULATIONS
11.2.3.1 Personal Information Protection and Electronic Documents Act (PIPEDA)
11.2.3.2 Gramm-Leach-Bliley (GLB) Act
11.2.3.3 Health Insurance Portability and Accountability Act (HIPAA) of 1996
11.2.3.4 Federal Information Security Management Act (FISMA)
11.2.3.5 Federal Information Processing Standards (FIPS)
11.2.3.6 California Consumer Privacy Act (CSPA)
FIGURE 47 NORTH AMERICA: MARKET SNAPSHOT
TABLE 90 NORTH AMERICA: BIG DATA MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 91 NORTH AMERICA: MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
TABLE 92 NORTH AMERICA: MARKET, BY SERVICE, 2016–2020 (USD MILLION)
TABLE 93 NORTH AMERICA: MARKET, BY SERVICE, 2021–2026 (USD MILLION)
TABLE 94 NORTH AMERICA: BIG DATA SERVICES MARKET, BY PROFESSIONAL SERVICE, 2016–2020 (USD MILLION)
TABLE 95 NORTH AMERICA: BIG DATA SERVICES MARKET, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION)
TABLE 96 NORTH AMERICA: MARKET, BY SOLUTION, 2016–2020 (USD MILLION)
TABLE 97 NORTH AMERICA: MARKET, BY SOLUTION, 2021–2026 (USD MILLION)
TABLE 98 NORTH AMERICA: MARKET, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION)
TABLE 99 NORTH AMERICA: MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
TABLE 100 NORTH AMERICA: MARKET, BY CLOUD TYPE, 2016–2020 (USD MILLION)
TABLE 101 NORTH AMERICA: BIG DATA MARKET, BY CLOUD TYPE, 2021–2026 (USD MILLION)
TABLE 102 NORTH AMERICA: MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
TABLE 103 NORTH AMERICA: MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
TABLE 104 NORTH AMERICA: MARKET, BY BUSINESS FUNCTION, 2016–2020 (USD MILLION)
TABLE 105 NORTH AMERICA: MARKET, BY BUSINESS FUNCTION, 2021–2026 (USD MILLION)
TABLE 106 NORTH AMERICA: MARKET, BY INDUSTRY VERTICAL, 2016–2020 (USD MILLION)
TABLE 107 NORTH AMERICA: MARKET, BY INDUSTRY VERTICAL, 2021–2026 (USD MILLION)
TABLE 108 NORTH AMERICA: MARKET, BY COUNTRY, 2016–2020 (USD MILLION)
TABLE 109 NORTH AMERICA: MARKET, BY COUNTRY, 2021–2026 (USD MILLION)
11.2.4 UNITED STATES
TABLE 110 US: BIG DATA MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 111 UNITED STATES: MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
TABLE 112 UNITED STATES: MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
TABLE 113 UNITED STATES: MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
11.2.5 CANADA
TABLE 114 CANADA: MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 115 CANADA: MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
TABLE 116 CANADA: MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
TABLE 117 CANADA: MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
11.3 EUROPE
11.3.1 EUROPE: BIG DATA MARKET DRIVERS
11.3.2 EUROPE: COVID-19 IMPACT
11.3.3 EUROPE: TARIFFS AND REGULATIONS
11.3.3.1 GDPR 2016/679 is a regulation in the EU
11.3.3.2 General Data Protection Regulation
11.3.3.3 European Committee for Standardization
11.3.3.4 European Technical Standards Institute
11.3.4 EUROPE GOVERNMENT CASE STUDIES
11.3.4.1 Case study 1: INVITALIA, ITALY
11.3.4.2 Case study 2: COMUNE DI CATANIA, ITALY
11.3.4.3 Case study 3: ITALY’S NATIONAL INSTITUTE FOR INSURANCE AGAINST ACCIDENTS AT WORK (INAIL)
11.3.4.4 Case study 4: CITY OF WIESBADEN, GERMANY
11.3.4.5 Case study 5: NHS BUSINESS SERVICES AUTHORITY (NHSBSA), ENGLAND
11.3.4.6 Case study 6: NATIONAL GENDARMERIE, FRANCE
11.3.4.7 Case study 7: AGENCIA TRIBUTARIA DE CATALUÑA (ATC), SPAIN
11.3.4.8 Case study 8: MINISTRY OF INDUSTRY, FOREIGN TRADE AND SERVICES (MDIC), BRAZIL
11.3.4.9 Case study 9: NETHERLANDS MINISTRY OF DEFENSE
11.3.4.10 Case study 10: BUNDESPOLIZEI, GERMANY
11.3.4.11 Case study 11: AVON AND SOMERSET CONSTABULARY, ENGLAND
11.3.4.12 Case study 12: SCOTTISH ENVIRONMENT PROTECTION AGENCY (SEPA), SCOTLAND
11.3.4.13 Case study 13: DE RECHTSPRAAK, NETHERLANDS
11.3.4.14 Case study 14: CITY OF ESPOO, FINLAND
11.3.4.15 Case study 15: EUROPEAN ORGANIZATION FOR NUCLEAR RESEARCH (CERN), SWITZERLAND
11.3.4.16 Case study 16: MINISTRY OF ECOLOGY, SUSTAINABLE DEVELOPMENT, TRANSPORTATION AND HOUSING (MEDDE), FRANCE
TABLE 118 EUROPE: BIG DATA MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 119 EUROPE: MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
TABLE 120 EUROPE: MARKET, BY SERVICE, 2016–2020 (USD MILLION)
TABLE 121 EUROPE: MARKET, BY SERVICE, 2021–2026 (USD MILLION)
TABLE 122 EUROPE: BIG DATA SERVICES MARKET, BY PROFESSIONAL SERVICE, 2016–2020 (USD MILLION)
TABLE 123 EUROPE: BIG DATA SERVICES MARKET, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION)
TABLE 124 EUROPE: MARKET, BY SOLUTION, 2016–2020 (USD MILLION)
TABLE 125 EUROPE: MARKET, BY SOLUTION, 2021–2026 (USD MILLION)
TABLE 126 EUROPE: MARKET, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION)
TABLE 127 EUROPE: MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
TABLE 128 EUROPE: MARKET, BY CLOUD TYPE, 2016–2020 (USD MILLION)
TABLE 129 EUROPE: BIG DATA MARKET, BY CLOUD TYPE, 2021–2026 (USD MILLION)
TABLE 130 EUROPE: MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
TABLE 131 EUROPE: MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
TABLE 132 EUROPE: MARKET, BY BUSINESS FUNCTION, 2016–2020 (USD MILLION)
TABLE 133 EUROPE: MARKET, BY BUSINESS FUNCTION, 2021–2026 (USD MILLION)
TABLE 134 EUROPE: MARKET, BY INDUSTRY VERTICAL, 2016–2020 (USD MILLION)
TABLE 135 EUROPE: MARKET, BY INDUSTRY VERTICAL, 2021–2026 (USD MILLION)
TABLE 136 EUROPE: MARKET, BY COUNTRY, 2016–2020 (USD MILLION)
TABLE 137 EUROPE: MARKET, BY COUNTRY, 2021–2026 (USD MILLION)
11.3.5 UNITED KINGDOM
TABLE 138 UK: BIG DATA MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 139 UK: MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
11.3.6 GERMANY
TABLE 140 GERMANY: MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 141 GERMANY: MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
11.3.7 FRANCE
TABLE 142 FRANCE: MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 143 FRANCE: MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
11.3.8 REST OF EUROPE
TABLE 144 REST OF EUROPE: MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 145 REST OF EUROPE: MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
11.4 ASIA PACIFIC
11.4.1 ASIA PACIFIC: BIG DATA MARKET DRIVERS
11.4.2 ASIA PACIFIC: COVID-19 IMPACT
11.4.3 ASIA PACIFIC: REGULATIONS
11.4.3.1 Privacy Commissioner for Personal Data
11.4.3.2 Act on the Protection of Personal Information
11.4.3.3 Critical Information Infrastructure
11.4.3.4 International Organization for Standardization 27001
11.4.3.5 Personal Data Protection Act
FIGURE 48 ASIA PACIFIC: MARKET SNAPSHOT
TABLE 146 ASIA PACIFIC: BIG DATA MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 147 ASIA PACIFIC: MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
TABLE 148 ASIA PACIFIC: MARKET, BY SERVICE, 2016–2020 (USD MILLION)
TABLE 149 ASIA PACIFIC: MARKET, BY SERVICE, 2021–2026 (USD MILLION)
TABLE 150 ASIA PACIFIC: BIG DATA SERVICE MARKET, BY PROFESSIONAL SERVICE, 2016–2020 (USD MILLION)
TABLE 151 ASIA PACIFIC: BIG DATA SERVICE MARKET, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION)
TABLE 152 ASIA PACIFIC: MARKET, BY SOLUTION, 2016–2020 (USD MILLION)
TABLE 153 ASIA PACIFIC: MARKET, BY SOLUTION, 2021–2026 (USD MILLION)
TABLE 154 ASIA PACIFIC: MARKET, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION)
TABLE 155 ASIA PACIFIC: BIG DATA MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
TABLE 156 ASIA PACIFIC: MARKET, BY CLOUD TYPE, 2016–2020 (USD MILLION)
TABLE 157 ASIA PACIFIC: MARKET, BY CLOUD TYPE, 2021–2026 (USD MILLION)
TABLE 158 ASIA PACIFIC: MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
TABLE 159 ASIA PACIFIC: MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
TABLE 160 ASIA PACIFIC: MARKET, BY BUSINESS FUNCTION, 2016–2020 (USD MILLION)
TABLE 161 ASIA PACIFIC: MARKET, BY BUSINESS FUNCTION, 2021–2026 (USD MILLION)
TABLE 162 ASIA PACIFIC: MARKET, BY INDUSTRY VERTICAL, 2016–2020 (USD MILLION)
TABLE 163 ASIA PACIFIC: MARKET, BY INDUSTRY VERTICAL, 2021–2026 (USD MILLION)
TABLE 164 ASIA PACIFIC: MARKET, BY COUNTRY, 2016–2020 (USD MILLION)
TABLE 165 ASIA PACIFIC: MARKET, BY COUNTRY, 2021–2026 (USD MILLION)
11.4.4 CHINA
TABLE 166 CHINA: BIG DATA MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 167 CHINA: MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
11.4.5 JAPAN
TABLE 168 JAPAN: MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 169 JAPAN: MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
11.4.6 INDIA
TABLE 170 INDIA: MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 171 INDIA: MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
11.4.7 REST OF ASIA PACIFIC
TABLE 172 REST OF ASIA PACIFIC: MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 173 REST OF ASIA PACIFIC: MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
11.5 MIDDLE EAST & AFRICA
11.5.1 MIDDLE EAST & AFRICA: BIG DATA MARKET DRIVERS
11.5.2 MIDDLE EAST & AFRICA: COVID-19 IMPACT
11.5.3 MIDDLE EAST & AFRICA: REGULATIONS
11.5.3.1 Israeli Privacy Protection Regulations (Data Security), 5777-2017
11.5.3.2 GDPR Applicability in KSA
11.5.3.3 Cloud Computing Framework:
11.5.3.4 Electronic Transactions Law
11.5.3.5 Electronic Commerce Law
11.5.3.6 Protection of Personal Information Act (POPIA)
TABLE 174 MIDDLE EAST & AFRICA: BIG DATA MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 175 MIDDLE EAST & AFRICA: MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
TABLE 176 MIDDLE EAST & AFRICA: MARKET, BY SERVICE, 2016–2020 (USD MILLION)
TABLE 177 MIDDLE EAST & AFRICA: MARKET, BY SERVICE, 2021–2026 (USD MILLION)
TABLE 178 MIDDLE EAST & AFRICA: BIG DATA SERVICES MARKET, BY PROFESSIONAL SERVICE, 2016–2020 (USD MILLION)
TABLE 179 MIDDLE EAST & AFRICA: BIG DATA SERVICES MARKET, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION)
TABLE 180 MIDDLE EAST & AFRICA: MARKET, BY SOLUTION, 2016–2020 (USD MILLION)
TABLE 181 MIDDLE EAST & AFRICA: MARKET, BY SOLUTION, 2021–2026 (USD MILLION)
TABLE 182 MIDDLE EAST & AFRICA: MARKET, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION)
TABLE 183 MIDDLE EAST & AFRICA: MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
TABLE 184 MIDDLE EAST & AFRICA: MARKET, BY CLOUD TYPE, 2016–2020 (USD MILLION)
TABLE 185 MIDDLE EAST & AFRICA: BIG DATA MARKET, BY CLOUD TYPE, 2021–2026 (USD MILLION)
TABLE 186 MIDDLE EAST & AFRICA: MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
TABLE 187 MIDDLE EAST & AFRICA: MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
TABLE 188 MIDDLE EAST & AFRICA: MARKET, BY BUSINESS FUNCTION, 2016–2020 (USD MILLION)
TABLE 189 MIDDLE EAST & AFRICA: MARKET, BY BUSINESS FUNCTION, 2021–2026 (USD MILLION)
TABLE 190 MIDDLE EAST & AFRICA: MARKET, BY INDUSTRY VERTICAL, 2016–2020 (USD MILLION)
TABLE 191 MIDDLE EAST & AFRICA: MARKET, BY INDUSTRY VERTICAL, 2021–2026 (USD MILLION)
TABLE 192 MIDDLE EAST & AFRICA: MARKET, BY COUNTRY, 2016–2020 (USD MILLION)
TABLE 193 MIDDLE EAST & AFRICA: MARKET, BY COUNTRY, 2021–2026 (USD MILLION)
11.5.4 KINGDOM OF SAUDI ARABIA
TABLE 194 KINGDOM OF SAUDI ARABIA: BIG DATA MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 195 KINGDOM OF SAUDI ARABIA: MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
11.5.5 SOUTH AFRICA
TABLE 196 SOUTH AFRICA: MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 197 SOUTH AFRICA: MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
11.5.6 UNITED ARAB EMIRATES
TABLE 198 UNITED ARAB OF EMIRATES: MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 199 UNITED ARAB OF EMIRATES: MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
11.5.7 REST OF THE MIDDLE EAST AND AFRICA
TABLE 200 REST OF THE MIDDLE EAST AND AFRICA: MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 201 REST OF THE MIDDLE EAST AND AFRICA: MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
11.5.8 COMPETITIVE ANALYSIS
11.6 LATIN AMERICA
11.6.1 LATIN AMERICA: BIG DATA MARKET DRIVERS
11.6.2 LATIN AMERICA: COVID-19 IMPACT
11.6.3 LATIN AMERICA: REGULATIONS
11.6.3.1 Brazil Data Protection Law
11.6.3.2 Argentina Personal Data Protection Law No. 25.326
TABLE 202 LATIN AMERICA: MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 203 LATIN AMERICA: MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
TABLE 204 LATIN AMERICA: MARKET, BY SERVICE, 2016–2020 (USD MILLION)
TABLE 205 LATIN AMERICA: MARKET, BY SERVICE, 2021–2026 (USD MILLION)
TABLE 206 LATIN AMERICA: BIG DATA SERVICES MARKET, BY PROFESSIONAL SERVICE, 2016–2020 (USD MILLION)
TABLE 207 LATIN AMERICA: BIG DATA SERVICES MARKET, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION)
TABLE 208 LATIN AMERICA: MARKET, BY SOLUTION, 2016–2020 (USD MILLION)
TABLE 209 LATIN AMERICA: MARKET, BY SOLUTION, 2021–2026 (USD MILLION)
TABLE 210 LATIN AMERICA: MARKET, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION)
TABLE 211 LATIN AMERICA: BIG DATA MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
TABLE 212 LATIN AMERICA: MARKET, BY CLOUD TYPE, 2016–2020 (USD MILLION)
TABLE 213 LATIN AMERICA: MARKET, BY CLOUD TYPE, 2021–2026 (USD MILLION)
TABLE 214 LATIN AMERICA: MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION)
TABLE 215 LATIN AMERICA: MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
TABLE 216 LATIN AMERICA: MARKET, BY BUSINESS FUNCTION, 2016–2020 (USD MILLION)
TABLE 217 LATIN AMERICA: MARKET, BY BUSINESS FUNCTION, 2021–2026 (USD MILLION)
TABLE 218 LATIN AMERICA: MARKET, BY INDUSTRY VERTICAL, 2016–2020 (USD MILLION)
TABLE 219 LATIN AMERICA: MARKET, BY INDUSTRY VERTICAL, 2021–2026 (USD MILLION)
TABLE 220 LATIN AMERICA: MARKET, BY COUNTRY, 2016–2020 (USD MILLION)
TABLE 221 LATIN AMERICA: MARKET, BY COUNTRY, 2021–2026 (USD MILLION)
11.6.4 BRAZIL
TABLE 222 BRAZIL: BIG DATA MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 223 BRAZIL: MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
11.6.5 MEXICO
TABLE 224 MEXICO: MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 225 MEXICO: MARKET, BY COMPONENT, 2021–2026 (USD MILLION)
11.6.6 REST OF LATIN AMERICA
TABLE 226 REST OF LATIN AMERICA: MARKET, BY COMPONENT, 2016–2020 (USD MILLION)
TABLE 227 REST OF LATIN AMERICA: MARKET, BY COMPONENT, 2021–2026 (USD MILLION)

12 COMPETITIVE LANDSCAPE (Page No. – 230)
     12.1 OVERVIEW
12.2 KEY PLAYER STRATEGIES
12.3 MARKET SHARE ANALYSIS
FIGURE 49 BIG DATA MARKET SHARE ANALYSIS OF KEY PLAYERS
TABLE 228 MARKET: DEGREE OF COMPETITION
12.4 HISTORIC REVENUE ANALYSIS
FIGURE 50 HISTORIC REVENUE ANALYSIS FOR LEADING PLAYERS, 2016–2020
12.5 COMPANY EVALUATION QUADRANT
12.5.1 STARS
12.5.2 EMERGING LEADERS
12.5.3 PERVASIVE PLAYERS
12.5.4 PARTICIPANTS
FIGURE 51 KEY BIG DATA MARKET PLAYERS, COMPANY EVALUATION MATRIX, 2021
12.6 COMPETITIVE BENCHMARKING
TABLE 229 COMPANY PRODUCT FOOTPRINT
TABLE 230 COMPANY REGION FOOTPRINT
TABLE 231 CONSOLIDATED FOOTPRINT
12.7 START-UP/SME EVALUATION QUADRANT
12.7.1 PROGRESSIVE COMPANIES
12.7.2 RESPONSIVE COMPANIES
12.7.3 DYNAMIC COMPANIES
12.7.4 STARTING BLOCKS
FIGURE 52 STARTUP/SME BIG DATA MARKET EVALUATION MATRIX, 2021
12.8 COMPETITIVE SCENARIO
12.8.1 PRODUCT LAUNCHES
TABLE 232 PRODUCT LAUNCHES, JUNE 2019–AUGUST 2021
12.8.2 DEALS
TABLE 233 DEALS, AUGUST 2019–AUGUST 2021

13 COMPANY PROFILES (Page No. – 288)
13.1 INTRODUCTION
13.2 MAJOR PLAYERS
(Business Overview, Products & Services, Recent Developments, COVID-19 related developments, MnM View)*
13.2.1 IBM
TABLE 234 IBM: BUSINESS OVERVIEW
FIGURE 53 IBM: COMPANY SNAPSHOT
TABLE 235 IBM: PRODUCTS OFFERED
TABLE 236 IBM: SERVICES OFFERED
TABLE 237 IBM: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 238 IBM: DEALS
13.2.2 GOOGLE
TABLE 239 GOOGLE: BUSINESS OVERVIEW
FIGURE 54 GOOGLE: COMPANY SNAPSHOT
TABLE 240 GOOGLE: PRODUCTS OFFERED
TABLE 241 GOOGLE: SERVICES OFFERED
TABLE 242 GOOGLE: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 243 GOOGLE: DEALS
13.2.3 ORACLE
TABLE 244 ORACLE: BUSINESS OVERVIEW
FIGURE 55 ORACLE: COMPANY SNAPSHOT
TABLE 245 ORACLE: PRODUCTS OFFERED
TABLE 246 ORACLE: SERVICES OFFERED
TABLE 247 ORACLE: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 248 ORACLE: DEALS
13.2.4 MICROSOFT
TABLE 249 MICROSOFT: BUSINESS OVERVIEW
FIGURE 56 MICROSOFT: COMPANY SNAPSHOT
TABLE 250 MICROSOFT: PRODUCTS OFFERED
TABLE 251 MICROSOFT: SERVICES OFFERED
TABLE 252 MICROSOFT: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 253 MICROSOFT: DEALS
13.2.5 SAP
TABLE 254 SAP: BUSINESS OVERVIEW
FIGURE 57 SAP: COMPANY SNAPSHOT
TABLE 255 SAP: PRODUCTS OFFERED
TABLE 256 SAP: SERVICES OFFERED
TABLE 257 SAP: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 258 SAP: DEALS
13.2.6 SAS
TABLE 259 SAS: BUSINESS OVERVIEW
FIGURE 58 SAS: COMPANY SNAPSHOT
TABLE 260 SAS: PRODUCTS OFFERED
TABLE 261 SAS: SERVICES OFFERED
TABLE 262 SAS: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 263 SAS: DEALS
13.2.7 CLOUDERA
TABLE 264 CLOUDERA: BUSINESS OVERVIEW
FIGURE 59 CLOUDERA: COMPANY SNAPSHOT
TABLE 265 CLOUDERA: PRODUCTS OFFERED
TABLE 266 CLOUDERA: SERVICES OFFERED
TABLE 267 CLOUDERA: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 268 CLOUDERA: DEALS
13.2.8 TERADATA
TABLE 269 TERADATA: BUSINESS OVERVIEW
FIGURE 60 TERADATA: COMPANY SNAPSHOT
TABLE 270 TERADATA: PRODUCTS OFFERED
TABLE 271 TERADATA: SERVICES OFFERED
TABLE 272 TERADATA: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 273 TERADATA: DEALS
13.2.9 TIBCO
TABLE 274 TIBCO: BUSINESS OVERVIEW
TABLE 275 TIBCO: PRODUCTS OFFERED
TABLE 276 TIBCO: SERVICES OFFERED
TABLE 277 TIBCO: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 278 TIBCO: DEALS
13.2.10 AWS
TABLE 279 AWS: BUSINESS OVERVIEW
FIGURE 61 AWS: COMPANY SNAPSHOT
TABLE 280 AWS: PRODUCTS OFFERED
TABLE 281 AWS: SERVICES OFFERED
TABLE 282 AWS: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 283 AWS: DEALS
13.2.11 ALTERYX
TABLE 284 ALTERYX: BUSINESS OVERVIEW
FIGURE 62 ALTERYX: COMPANY SNAPSHOT
TABLE 285 ALTERYX: PRODUCTS OFFERED
TABLE 286 ALTERYX: SERVICES OFFERED
TABLE 287 ALTERYX: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 288 ALTERYX: DEALS
13.2.12 INFORMATICA
TABLE 289 INFORMATICA: BUSINESS OVERVIEW
FIGURE 63 INFORMATICA: COMPANY SNAPSHOT
TABLE 290 INFORMATICA: PRODUCTS OFFERED
TABLE 291 INFORMATICA: SERVICES OFFERED
TABLE 292 INFORMATICA: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 293 INFORMATICA: DEALS
13.2.13 SISENSE
TABLE 294 SISENSE: BUSINESS OVERVIEW
TABLE 295 SISENSE: PRODUCTS OFFERED
TABLE 296 SISENSE: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 297 SISENSE: DEALS
13.2.14 SALESFORCE
TABLE 298 SALESFORCE: BUSINESS OVERVIEW
FIGURE 64 SALESFORCE: COMPANY SNAPSHOT
TABLE 299 SALESFORCE: SOLUTIONS OFFERED
TABLE 300 SALESFORCE: SERVICES OFFERED
TABLE 301 SALESFORCE: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 302 SALESFORCE: DEALS
13.2.15 HPE
TABLE 303 HPE: BUSINESS OVERVIEW
FIGURE 65 HPE: COMPANY SNAPSHOT
TABLE 304 HPE: PRODUCTS OFFERED
TABLE 305 HPE: SERVICES OFFERED
TABLE 306 HPE: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 307 HPE: DEALS
13.2.16 QLIK
TABLE 308 QLIK: BUSINESS OVERVIEW
TABLE 309 QLIK: PRODUCTS OFFERED
TABLE 310 QLIK: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 311 QLIK: DEALS
13.2.17 SPLUNK
TABLE 312 SPLUNK: BUSINESS OVERVIEW
FIGURE 66 SPLUNK: COMPANY SNAPSHOT
TABLE 313 SPLUNK: PRODUCTS OFFERED
TABLE 314 SPLUNK: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 315 SPLUNK: DEALS
13.2.18 VMWARE
TABLE 316 VMWARE: BUSINESS OVERVIEW
FIGURE 67 VMWARE: COMPANY SNAPSHOT
TABLE 317 VMWARE: PRODUCTS OFFERED
TABLE 318 VMWARE: DEALS
13.2.19 ACCENTURE
TABLE 319 ACCENTURE: BUSINESS OVERVIEW
FIGURE 68 ACCENTURE: COMPANY SNAPSHOT
TABLE 320 ACCENTURE: PRODUCTS OFFERED
TABLE 321 ACCENTURE: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 322 ACCENTURE: DEALS
*Details on Business Overview, Products & Services, Recent Developments, COVID-19 related developments, MnM View might not be captured in case of unlisted companies.
13.3 SMES/START-UPS
13.3.1 ATACCAMA
13.3.2 COGITO
13.3.3 CENTERFIELD
13.3.4 RIB DATAPINE
13.3.5 FUSIONEX
13.3.6 BIGPANDA
13.3.7 BIGEYE
13.3.8 IMPLY
13.3.9 RIVERY
13.3.10 YUGABYTE DB
13.3.11 AIRBYTE
13.3.12 CARDAGRAPH
13.3.13 FIREBOLT
13.3.14 SYNCARI

14 ADJACENT AND RELATED MARKETS (Page No. – 400)
14.1 DATA GOVERNANCE MARKET—GLOBAL FORECAST TO 2025
14.1.1 MARKET DEFINITION
14.1.2 MARKET OVERVIEW
14.1.2.1 Data governance market, by application
TABLE 323 DATA GOVERNANCE MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
TABLE 324 DATA GOVERNANCE MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
14.1.2.2 Data governance market, by component
TABLE 325 DATA GOVERNANCE MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 326 DATA GOVERNANCE MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
14.1.2.3 Data governance market, by deployment model
TABLE 327 DATA GOVERNANCE MARKET SIZE, BY DEPLOYMENT MODEL, 2014–2019 (USD MILLION)
TABLE 328 DATA GOVERNANCE MARKET SIZE, BY DEPLOYMENT MODEL, 2019–2025 (USD MILLION)
14.1.2.4 Data governance market, by organization size
TABLE 329 DATA GOVERNANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
TABLE 330 DATA GOVERNANCE MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION)
14.1.2.5 Data governance market, by vertical
TABLE 331 DATA GOVERNANCE MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION)
TABLE 332 DATA GOVERNANCE MARKET SIZE, BY VERTICAL, 2019–2025 (USD MILLION)
14.1.2.6 Data governance market, by region
TABLE 333 DATA GOVERNANCE MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 334 DATA GOVERNANCE MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
14.1.3 DATA DISCOVERY MARKET—GLOBAL FORECAST TO 2025
14.1.3.1 Market definition
14.1.3.2 Market overview
14.1.3.3 Data discovery market, by component
TABLE 335 DATA DISCOVERY MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
TABLE 336 DATA DISCOVERY MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
TABLE 337 DATA DISCOVERY MARKET SIZE, BY SERVICE,2014–2019 (USD MILLION)
TABLE 338 DATA DISCOVERY MARKET SIZE, BY SERVICE, 2019–2025 (USD MILLION)
TABLE 339 PROFESSIONAL SERVICES: DATA DISCOVERY MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)
TABLE 340 PROFESSIONAL SERVICES: DATA DISCOVERY MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)
14.1.3.4 Data discovery market, by organization size
TABLE 341 DATA DISCOVERY MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
TABLE 342 DATA DISCOVERY MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION)
14.1.3.5 Data discovery market, by deployment mode
TABLE 343 DATA DISCOVERY MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)
TABLE 344 DATA DISCOVERY MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
TABLE 345 CLOUD: DATA DISCOVERY MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION)
TABLE 346 CLOUD: DATA DISCOVERY MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION)
14.1.3.6 Data discovery market, by functionality
TABLE 347 DATA DISCOVERY MARKET SIZE, BY FUNCTIONALITY, 2014–2019 (USD MILLION)
TABLE 348 DATA DISCOVERY MARKET SIZE, BY FUNCTIONALITY, 2019–2025 (USD MILLION)
14.1.3.7 Data discovery market, by application
TABLE 349 DATA DISCOVERY MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION)
TABLE 350 DATA DISCOVERY MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION)
14.1.3.8 Data discovery market, by vertical
TABLE 351 DATA DISCOVERY MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION)
TABLE 352 DATA DISCOVERY MARKET SIZE, BY VERTICAL, 2019–2025 (USD MILLION)
14.1.3.9 Data discovery market, by region
TABLE 353 DATA DISCOVERY MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
TABLE 354 DATA DISCOVERY MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)

15 APPENDIX (Page No. – 415)
15.1 DISCUSSION GUIDE
15.2 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
15.3 AVAILABLE CUSTOMIZATIONS
15.4 RELATED REPORTS
15.5 AUTHOR DETAILS


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