COVID-19インパクト分析によるビッグデータ市場、コンポーネント、導入形態、組織規模、業務機能（財務、マーケティング＆セールス）、産業分野（BFSI、製造、ヘルスケア＆ライフサイエンス）、地域別 - 2026年までの世界市場予測

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

ビッグデータの市場規模は、2021年の1,626億米ドルから2026年には2,734億米ドルに拡大し、予測期間中の年間平均成長率（CAGR）は11.0％と予測されています。ビッグデータ業界は、データ量の急激な増加によって牽... もっと見る

出版社	出版年月	電子版価格	ページ数	図表数	言語
MarketsandMarkets マーケッツアンドマーケッツ	2022年2月7日	US$4,950 シングルユーザライセンスライセンス・価格情報・注文方法はこちら	427	422	英語

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サマリー

ビッグデータの市場規模は、2021年の1,626億米ドルから2026年には2,734億米ドルに拡大し、予測期間中の年間平均成長率（CAGR）は11.0％と予測されています。ビッグデータ業界は、データ量の急激な増加によって牽引されています。しかし、クラウドコンピューティングによるデータ接続性の向上や、デジタルトランスフォーメーションがトップレベルの戦略として組み込まれています。

コンポーネント別では、サービス分野が予測期間中に高いCAGRで成長すると予想される
ビッグデータ市場のサービス分野は、さらにプロフェッショナルサービス（コンサルティング、サポート・保守、導入・統合）とマネージドサービスに分類されます。ここでは、各サービスのサブセグメントの市場規模および成長率について、タイプ別（一部のサブセグメントを対象）および地域別に考察している。

導入形態別では、オンプレミス型が予測期間中に大きな市場規模を占めると予測される。
クラウドコンピューティングとは、インターネット経由でアクセスできるリモートサーバーのネットワークを通じて、データの保存、管理、処理を行うことを指します。BFSI、ヘルスケア、ライフサイエンス、製造業など、規制の厳しい業種に属する企業は、ビッグデータソリューションのオンプレミス型展開モデルを選択することがほとんどです。さらに、十分なITリソースを持つ大企業は、オンプレミスの導入モデルを選ぶと予想されます。オンプレミスは最も信頼性の高い導入形態であり、企業は高度な管理とセキュリティに依存することができます。クラウドベースのソリューションを導入するには、ライセンスやコピーの購入が必要です。
ビジネス機能別運用モデルが予測期間中に高いCAGRで成長へ
ビジネス機能に基づくビッグデータ市場は、財務、マーケティング・営業、人事、業務に区分される。オペレーション分野は、予測期間中に急速な成長が見込まれる。ビッグデータは、倉庫管理におけるオーダーピッキングや棚卸しプロセスのパフォーマンスを高い精度で向上させることができます。戦略、業務、戦術の各レベルでデータに基づく意思決定を可能にすることで、業務の効率と効果を向上させることを目的としています。ビッグデータは、収益成長、利益率の向上、運転資金の効率的な管理、サプライチェーン全体の管理点の強化において企業を支援します。

組織規模別では、予測期間中に大企業セグメントがより大きな市場規模を占める Most 大企業におけるビッグデータソフトウェアおよびサービスの導入は、クラウドの導入が増え続けているため高い水準にあり、この傾向は予測期間中も続くと予想されます。大企業には膨大なデータの塊が蓄積されており、それは顧客基盤の広さに起因していると考えられます。大企業では、データが組織の全体的なパフォーマンスを評価する上で大きな役割を担っています。大企業では、ソーシャルメディアのフィードやセンサー、カメラなど、さまざまなソースから得られるリアルタイムデータを活用していますが、各レコードは、他のデータとの関係や時間的順序を維持する方法で処理される必要があります。
ソリューション別では、ビッグデータ解析分野が予測期間中に高いCAGRで成長する。
ビッグデータ解析は、ビジネスや情報の知識をほぼ無限に提供するため、大企業での採用率が高く、実質的にあらゆる業界の企業の業務改善や新たな収入の見通しにつながる可能性があります。企業データに隠された価値により、企業は消費者のパーソナライゼーション、リスク削減、不正行為の検出、社内業務の分析など、ほぼ毎日発生する新しいユースケースのために最先端の分析業務を開発しようとしています。
予測期間中、APACはより高いCAGRで成長すると予想される
アジア太平洋地域（APAC）は、先進国や新興国におけるビッグデータの顕著な増加に伴い、ビッグデータソリューションやサービスプロバイダーにとって有利な市場機会を継続的に提供しています。APACは、技術に裏打ちされた経済構造が急速に拡大していることから、予測期間中にビッグデータのソフトウェアおよびサービス需要において最も成長率の高い地域となることが予想されます。
主な回答者の内訳は以下の通りです。
- 企業タイプ別企業タイプ別：Tier 1 34％、Tier 2 43％、Tier 3 23
- 役職別Cレベル：50％、ディレクター：30％、その他：20
- 地域別北米30％、欧州30％、APAC25％、MEA10％、中南米5％。
本調査で紹介した著名なプレイヤーには、IBM（米国）、Google（米国）、Oracle（米国）、Microsoft（米国）、SAS（米国）、SAP（ドイツ）、Alteryx（米国）、TIBCO（米国）、Cloudera（米国）、Teradata（米国）、AWS（米国）、Informatica（米国）、Sisense（米国）、Salesforce（米国）、HPE（米国）、Qlik（米国）等が含まれます。Splunk（米）、VMware（米）、Accenture（アイルランド）、Ataccama（カナダ）、COGITO（米）、Centerfield（米）、RIB datapine（ベルリン）、Fusionex（マレーシア）、BigPanda（米）、Bigeye（米）、Inply（米）、Rivery（米）、YugabyteDB（米）、Airbyte（米）、Cardagraph（米）、Firebolt（米）、Syncari（米）、など。
調査対象
この市場調査は、異なるセグメントにわたるビッグデータを対象としています。コンポーネント別、展開モード別、組織規模別、業務機能別（財務、マーケティング＆セールス）、産業分野別（BFSI、製造、ヘルスケア＆ライフサイエンス）、地域別など、異なるセグメントにおける市場規模および成長性を推定することを目的としています。ビッグデータの地域別分析では、北米、欧州、APAC、MEA、中南米をカバーしています。
また、本調査では、主要な市場参加者の詳細な競合分析、会社概要、製品および事業の提供に関する主な見解、最近の開発状況、主要な市場戦略も掲載しています。

本レポートを購入する主なメリット
本レポートは、ビッグデータ全体とそのセグメントの収益数の最も近い近似値に関する情報を提供することで、この市場におけるマーケットリーダー/新規参入者の助けとなることが期待されます。また、本レポートは、利害関係者が競争環境を理解し、自社のビジネスのポジションを向上させ、適切な市場参入戦略を計画するための洞察を得るのに役立つと期待されています。また、本レポートは、利害関係者が市場の鼓動を理解し、主要な市場促進要因、阻害要因、課題、および機会に関する情報を提供することを目的としています。

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Table of Contents

Summary

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.

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.

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1 INTRODUCTION 30

1.1 INTRODUCTION TO COVID-19 30

1.2 COVID-19 HEALTH ASSESSMENT 30

FIGURE 1 COVID-19: GLOBAL PROPAGATION 30

FIGURE 2 COVID-19 PROPAGATION: SELECT COUNTRIES 31

1.3 COVID-19 ECONOMIC ASSESSMENT 32

FIGURE 3 REVISED GROSS DOMESTIC PRODUCT FORECASTS FOR SELECT G20 COUNTRIES IN 2020 32

1.3.1 COVID-19 ECONOMIC IMPACT—SCENARIO ASSESSMENT 33

FIGURE 4 CRITERIA IMPACTING THE GLOBAL ECONOMY 33

FIGURE 5 SCENARIOS IN TERMS OF RECOVERY OF THE GLOBAL ECONOMY 34

1.4 OBJECTIVES OF THE STUDY 35

1.5 MARKET DEFINITION 35

1.5.1 INCLUSIONS AND EXCLUSIONS 36

1.6 MARKET SCOPE 36

1.6.1 MARKET SEGMENTATION 36

1.6.2 REGIONS COVERED 37

1.6.3 YEARS CONSIDERED FOR THE STUDY 37

1.7 CURRENCY CONSIDERED 38

TABLE 1 USD EXCHANGE RATE, 2018–2021 38

1.8 STAKEHOLDERS 38

1.9 SUMMARY OF CHANGES 39

2 RESEARCH METHODOLOGY 40

2.1 RESEARCH DATA 40

FIGURE 6 BIG DATA MARKET: RESEARCH DESIGN 40

2.1.1 SECONDARY DATA 41

2.1.2 PRIMARY DATA 41

2.1.2.1 Breakup of primary profiles 42

2.1.2.2 Key industry insights 42

2.2 MARKET BREAKUP AND DATA TRIANGULATION 43

2.3 MARKET SIZE ESTIMATION 44

FIGURE 7 MARKET SIZE ESTIMATION METHODOLOGY: APPROACH 1 (SUPPLY SIDE): REVENUE OF SOLUTIONS/SERVICES OF THE BIG DATA MARKET 44

FIGURE 8 MARKET SIZE ESTIMATION METHODOLOGY: APPROACH 2 BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE OF ALL SOLUTIONS/SERVICES OF THE BIG DATA MARKET 45

FIGURE 9 MARKET SIZE ESTIMATION METHODOLOGY ̶ APPROACH 3 TOP-DOWN (DEMAND SIDE): SHARE OF BIG DATA THROUGH THE OVERALL BIG DATA SPENDING 46

FIGURE 10 BIG DATA MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 47

2.3.1 TOP-DOWN APPROACH 47

2.3.2 BOTTOM-UP APPROACH 47

2.4 COMPANY EVALUATION MATRIX 48

FIGURE 11 COMPANY EVALUATION MATRIX: CRITERIA WEIGHTAGE 48

2.5 STARTUP/SME EVALUATION MATRIX METHODOLOGY 49

FIGURE 12 STARTUP/SME EVALUATION MATRIX: CRITERIA WEIGHTAGE 49

2.6 ASSUMPTIONS FOR THE STUDY 49

2.7 LIMITATIONS OF THE STUDY 51

3 EXECUTIVE SUMMARY 52

TABLE 2 BIG DATA MARKET SIZE AND GROWTH RATE, 2016–2020 (USD MILLION, Y-O-Y) 53

TABLE 3 BIG DATA MARKET SIZE AND GROWTH RATE, 2021–2026 (USD MILLION, Y-O-Y) 54

FIGURE 13 BIG DATA SOLUTIONS TO ACCOUNT FOR A LARGER MARKET SIZE IN 2021 54

FIGURE 14 BIG DATA ANALYTICS SOLUTION SEGMENT TO ACCOUNT FOR A LARGER MARKET SHARE IN 2021 54

FIGURE 15 PROFESSIONAL SERVICES TO HOLD A LARGER MARKET SIZE IN 2021 55

FIGURE 16 SUPPORT AND MAINTENANCE SEGMENT TO ACCOUNT FOR THE LARGEST MARKET SHARE IN 2021 55

FIGURE 17 ON-PREMISES SEGMENT TO ACCOUNT FOR A LARGER MARKET SIZE IN 2021 56

FIGURE 18 PUBLIC CLOUD SEGMENT TO ACCOUNT FOR THE LARGEST MARKET SHARE IN 2021 56

FIGURE 19 LARGE ENTERPRISES SEGMENT TO ACCOUNT FOR A LARGER MARKET SIZE IN 2021 56

FIGURE 20 MARKETING AND SALES SEGMENT TO ACCOUNT FOR THE LARGEST MARKET SHARE IN 2021 57

FIGURE 21 HEALTHCARE AND LIFE SCIENCE CONTRIBUTED THE HIGHEST MARKET REVENUE IN 2021 57

FIGURE 22 NORTH AMERICA TO BE AN EMERGING DOMINANT REGION IN TERMS OF MARKET SIZE IN 2021 58

4 PREMIUM INSIGHTS 59

4.1 ATTRACTIVE OPPORTUNITIES IN THE BIG DATA MARKET 59

FIGURE 23 INCREASED DIGITALIZATION AND EMERGING TECHNOLOGIES SUCH AS ANALYTICS, IOT, AND AI TO DRIVE THE MARKET GROWTH 59

4.2 BIG DATA MARKET: TOP THREE VERTICALS 60

FIGURE 24 BFSI SEGMENT TO ACCOUNT FOR THE LARGEST MARKET SHARE DURING THE FORECAST PERIOD 60

4.3 BIG DATA MARKET, BY REGION 60

FIGURE 25 NORTH AMERICA TO ACCOUNT FOR THE HIGHEST MARKET SHARE IN 2021 60

4.4 NORTH AMERICA: BIG DATA MARKET, BY APPLICATION AND INDUSTRY VERTICAL 61

FIGURE 26 DATA DISCOVERY SOLUTION AND BFSI INDUSTRY VERTICAL TO ACCOUNT FOR THE HIGHEST SHARES IN THE BIG DATA MARKET IN 2021 61

5 MARKET OVERVIEW AND INDUSTRY TRENDS 62

5.1 INTRODUCTION 62

5.2 MARKET DYNAMICS 62

FIGURE 27 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: BIG DATA MARKET 62

5.2.1 DRIVERS 63

5.2.1.1 Sharp increase in data volume 63

5.2.1.2 Rise in data connectivity through cloud computing 63

5.2.1.3 Incorporation of digital transformation in top-level strategies 64

5.2.2 RESTRAINTS 64

5.2.2.1 Data security concerns and stringent data security regulations 64

5.2.2.2 High big data handling costs 65

5.2.3 OPPORTUNITIES 65

5.2.3.1 Rise in adoption of technologies and big data analytics 65

5.2.3.2 The growth of investment in IT sectors by the businesses 65

5.2.4 CHALLENGES 66

5.2.4.1 Data silos and poor data quality 66

5.2.4.2 Lack of data professionals 66

5.3 USE CASES 67

5.3.1 BANKING, FINANCIAL SERVICES, AND INSURANCE 67

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 67

5.3.2 TELECOMMUNICATION AND INFORMATION TECHNOLOGY 68

5.3.2.1 Use Case 2: Robi Axiata Limited uses the Cloudera platform to enhance customer experience 68

5.3.3 RETAIL AND CONSUMER GOODS 69

5.3.3.1 Use Case 4: Myntra uses Azure Synapse Analytics and Azure HDInsight to stabilize services and increase year-over-year traffic 69

5.3.4 GOVERNMENT AND DEFENSE 70

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 70

5.3.5 MEDIA AND ENTERTAINMENT 70

5.3.5.1 Use Case 6: Dwango Company Ltd. uses the Cloudera Big data platform, and advanced analytics enables expansion and business growth 70

5.3.6 MANUFACTURING 71

5.3.6.1 Use Case 7: Brembo uses TIBCO Spotfire to enhance production processes with the help of big data 71

5.3.7 HEALTHCARE AND LIFE SCIENCE 72

5.3.7.1 Use Case 8: IQVIA uses Qlik big data analytics to help UK healthcare services 72

5.3.8 TRANSPORT AND LOGISTICS 73

5.3.8.1 Use Case 9: CargoSmart uses TIBCO Spotfire for greater visibility and benchmarking 73

5.4 PATENT ANALYSIS 74

5.4.1 METHODOLOGY 74

5.4.2 DOCUMENT TYPE 74

TABLE 4 PATENTS FILED, 2018–2021 74

5.4.3 INNOVATION AND PATENT APPLICATIONS 74

FIGURE 28 ANNUAL NUMBER OF PATENTS GRANTED, 2018–2021 74

5.4.3.1 Top applicants 75

FIGURE 29 TOP TEN COMPANIES WITH THE HIGHEST NUMBER OF PATENT APPLICATIONS, 2018–2021 75

5.5 BIG DATA: EVOLUTION 75

FIGURE 30 BIG DATA: EVOLUTION 75

5.6 BIG DATA: ARCHITECTURE 77

FIGURE 31 FUNCTIONAL ELEMENTS OF A BIG DATA SOLUTION 77

5.7 BIG DATA TYPES 78

5.8 BIG DATA ANALYTICS TYPES 79

5.9 BIG DATA ECOSYSTEM 80

TABLE 5 BIG DATA MARKET: ECOSYSTEM 80

5.10 SUPPLY CHAIN ANALYSIS 81

FIGURE 32 SUPPLY CHAIN ANALYSIS 81

5.11 PRICING MODEL ANALYSIS 82

TABLE 6 PRICING MODEL 82

5.12 TRENDS/DISRUPTIONS IMPACTING BUYERS/CLIENTS IN THE BIG DATA MARKET 83

FIGURE 33 BIG DATA MARKET: TRENDS/DISRUPTIONS IMPACTING BUYERS/CLIENTS 83

5.13 PORTER’S FIVE FORCES ANALYSIS 84

FIGURE 34 BIG DATA MARKET: PORTER’S FIVE FORCES ANALYSIS 84

TABLE 7 BIG DATA MARKET: PORTER’S FIVE FORCES ANALYSIS 84

5.13.1 THREAT OF NEW ENTRANTS 85

5.13.2 THREAT OF SUBSTITUTES 85

5.13.3 BARGAINING POWER OF SUPPLIERS 85

5.13.4 BARGAINING POWER OF BUYERS 85

5.13.5 INTENSITY OF COMPETITIVE RIVALRY 86

5.14 TECHNOLOGICAL ANALYSIS 86

5.14.1 ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING 86

5.14.2 INTERNET OF THINGS 86

5.14.3 CLOUD COMPUTING 87

5.15 REGULATORY IMPLICATIONS 87

5.15.1 GENERAL DATA PROTECTION REGULATION 87

5.15.2 HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT 87

5.15.3 PAYMENT CARD INDUSTRY DATA SECURITY STANDARD 88

5.15.4 SARBANES-OXLEY ACT OF 2002 88

5.15.5 SOC 2 TYPE II COMPLIANCE 88

5.15.6 ISO/IEC 27001 88

5.15.7 THE GRAMM–LEACH–BLILEY ACT 89

5.16 BIG DATA MARKET: COVID-19 IMPACT 89

FIGURE 35 BIG DATA MARKET TO GROW BETWEEN 2021 AND 2026 89

6 BIG DATA MARKET, BY COMPONENT 90

6.1 INTRODUCTION 91

6.1.1 COVID-19 IMPACT ON THE BIG DATA MARKET, BY COMPONENT 91

FIGURE 36 BIG DATA SERVICES TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 92

TABLE 8 BIG DATA MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 92

TABLE 9 BIG DATA MARKET, BY COMPONENT, 2021–2026 (USD MILLION) 92

6.1.2 COMPONENT: BIG DATA MARKET DRIVERS 93

6.2 SOLUTIONS 93

TABLE 10 BIG DATA SOLUTIONS MARKET, BY REGION, 2016–2020 (USD MILLION) 94

TABLE 11 BIG DATA SOLUTIONS MARKET, BY REGION, 2021–2026 (USD MILLION) 94

FIGURE 37 BIG DATA ANALYTICS TO REGISTER THE HIGHEST CAGR DURING THE FORECAST PERIOD 94

TABLE 12 BIG DATA MARKET, BY SOLUTION, 2016–2020 (USD MILLION) 95

TABLE 13 BIG DATA MARKET, BY SOLUTION, 2021–2026 (USD MILLION) 95

6.2.1 BIG DATA ANALYTICS 95

TABLE 14 BIG DATA ANALYTICS MARKET, BY REGION, 2016–2020 (USD MILLION0 96

TABLE 15 BIG DATA ANALYTICS MARKET, BY REGION, 2021–2026 (USD MILLION) 96

6.2.2 DATA DISCOVERY 96

TABLE 16 DATA DISCOVERY MARKET, BY REGION, 2016–2020 (USD MILLION0 97

TABLE 17 DATA DISCOVERY MARKET, BY REGION, 2021–2026 (USD MILLION) 97

6.2.3 DATA VISUALIZATION 97

TABLE 18 DATA VISUALIZATION MARKET, BY REGION, 2016–2020 (USD MILLION) 98

TABLE 19 DATA VISUALIZATION MARKET, BY REGION, 2021–2026 (USD MILLION) 98

6.2.4 DATA MANAGEMENT 98

TABLE 20 DATA MANAGEMENT MARKET, BY REGION, 2016–2020 (USD MILLION) 99

TABLE 21 DATA MANAGEMENT MARKET, BY REGION, 2021–2026 (USD MILLION) 99

6.3 SERVICES 99

FIGURE 38 MANAGED SERVICES TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 100

TABLE 22 BIG DATA MARKET, BY SERVICE, 2016–2020 (USD MILLION) 100

TABLE 23 BIG DATA MARKET, BY SERVICE, 2021–2026 (USD MILLION) 100

TABLE 24 BIG DATA SERVICES MARKET, BY REGION, 2016–2020 (USD MILLION) 101

TABLE 25 BIG DATA SERVICES MARKET, BY REGION, 2021–2026 (USD MILLION) 101

6.3.1 MANAGED SERVICES 101

TABLE 26 MANAGED BIG DATA SERVICES MARKET, BY REGION, 2016–2020 (USD MILLION) 102

TABLE 27 MANAGED BIG DATA SERVICES MARKET, BY REGION, 2021–2026 (USD MILLION) 102

6.3.2 PROFESSIONAL SERVICES 102

TABLE 28 PROFESSIONAL BIG DATA SERVICES MARKET, BY REGION, 2016–2020 (USD MILLION) 102

TABLE 29 PROFESSIONAL BIG DATA SERVICES MARKET, BY REGION, 2021–2026 (USD MILLION) 103

FIGURE 39 SUPPORT AND MAINTENANCE SERVICES TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 103

TABLE 30 PROFESSIONAL BIG DATA SERVICES MARKET, BY TYPE, 2016–2020 (USD MILLION) 103

TABLE 31 PROFESSIONAL BIG DATA SERVICES MARKET, BY TYPE, 2021–2026 (USD MILLION) 104

6.3.2.1 Consulting 104

TABLE 32 CONSULTING BIG DATA SERVICES MARKET, BY REGION, 2016–2020 (USD MILLION) 104

TABLE 33 CONSULTING BIG DATA SERVICES MARKET, BY REGION, 2021–2026 (USD MILLION) 104

6.3.2.2 Deployment and Integration 105

TABLE 34 BIG DATA DEPLOYMENT AND INTEGRATION SERVICES MARKET, BY REGION, 2016–2020 (USD MILLION) 105

TABLE 35 BIG DATA DEPLOYMENT AND INTEGRATION SERVICES MARKET, BY REGION, 2021–2026 (USD MILLION) 105

6.3.2.3 Support and maintenance 105

TABLE 36 BIG DATA SUPPORT AND MAINTENANCE SERVICES MARKET, BY REGION, 2016–2020 (USD MILLION) 106

TABLE 37 BIG DATA SUPPORT AND MAINTENANCE SERVICES MARKET T, BY REGION, 2021–2026 (USD MILLION) 106

7 BIG DATA MARKET, BY BUSINESS FUNCTION 107

7.1 INTRODUCTION 108

7.1.1 COVID-19 IMPACT ON THE BIG DATA MARKET, BY BUSINESS FUNCTION 108

FIGURE 40 BIG DATA IN OPERATIONS TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 108

TABLE 38 BIG DATA MARKET, BY BUSINESS FUNCTION, 2016–2020 (USD MILLION) 109

TABLE 39 BIG DATA MARKET, BY BUSINESS FUNCTION, 2021–2026 (USD MILLION) 109

7.1.2 BUSINESS FUNCTION: BIG DATA MARKET DRIVERS 109

7.2 MARKETING AND SALES 110

TABLE 40 BIG DATA MARKET IN MARKETING AND SALES, BY REGION, 2016–2020 (USD MILLION) 110

TABLE 41 BIG DATA MARKET IN MARKETING AND SALES, BY REGION, 2021–2026 (USD MILLION) 110

7.3 OPERATIONS 111

TABLE 42 BIG DATA MARKET IN OPERATIONS, BY REGION, 2016–2020 (USD MILLION) 111

TABLE 43 BIG DATA MARKET IN OPERATIONS, BY REGION, 2021–2026 (USD MILLION) 112

7.4 FINANCE 112

TABLE 44 BIG DATA MARKET IN FINANCE, BY REGION, 2016–2020 (USD MILLION) 112

TABLE 45 BIG DATA MARKET IN FINANCE, BY REGION, 2021–2026 (USD MILLION) 113

7.5 HUMAN RESOURCES 113

TABLE 46 BIG DATA MARKET IN HUMAN RESOURCES, BY REGION, 2016–2020 (USD MILLION) 113

TABLE 47 BIG DATA MARKET IN HUMAN RESOURCES, BY REGION, 2021–2026 (USD MILLION) 114

8 BIG DATA MARKET, BY DEPLOYMENT MODE 115

8.1 INTRODUCTION 116

8.1.1 COVID-19 IMPACT ON THE BIG DATA MARKET, BY DEPLOYMENT MODE 116

FIGURE 41 CLOUD DEPLOYMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 117

TABLE 48 BIG DATA MARKET, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION) 117

TABLE 49 BIG DATA MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION) 117

8.1.2 DEPLOYMENT MODE: BIG DATA MARKET DRIVERS 117

8.2 ON-PREMISES 118

TABLE 50 ON-PREMISES DEPLOYMENT MARKET, BY REGION, 2016–2020 (USD MILLION) 118

TABLE 51 ON-PREMISES DEPLOYMENT MARKET, BY REGION, 2021–2026 (USD MILLION) 118

8.3 CLOUD 119

FIGURE 42 HYBRID CLOUD SEGMENT TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 119

TABLE 52 CLOUD DEPLOYMENT MARKET, BY TYPE, 2016–2020 (USD MILLION) 119

TABLE 53 CLOUD DEPLOYMENT MARKET, BY TYPE, 2021–2026 (USD MILLION) 120

TABLE 54 CLOUD DEPLOYMENT MARKET, BY REGION, 2016–2020 (USD MILLION) 120

TABLE 55 CLOUD DEPLOYMENT MARKET, BY REGION, 2021–2026 (USD MILLION) 120

8.3.1 PUBLIC CLOUD 121

TABLE 56 PUBLIC CLOUD DEPLOYMENT MARKET, BY REGION, 2016–2020 (USD MILLION) 121

TABLE 57 PUBLIC CLOUD DEPLOYMENT MARKET, BY REGION, 2021–2026 (USD MILLION) 122

8.3.2 PRIVATE CLOUD 122

TABLE 58 PRIVATE CLOUD DEPLOYMENT MARKET, BY REGION, 2016–2020 (USD MILLION) 123

TABLE 59 PRIVATE CLOUD DEPLOYMENT MARKET, BY REGION, 2021–2026 (USD MILLION) 123

8.3.3 HYBRID CLOUD 123

TABLE 60 HYBRID CLOUD DEPLOYMENT MARKET, BY REGION, 2016–2020 (USD MILLION) 124

TABLE 61 HYBRID CLOUD DEPLOYMENT MARKET, BY REGION, 2021–2026 (USD MILLION) 124

9 BIG DATA MARKET, BY ORGANIZATION SIZE 125

9.1 INTRODUCTION 126

9.1.1 COVID-19 IMPACT ON THE BIG DATA MARKET, BY ORGANIZATION SIZE 126

FIGURE 43 SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 127

TABLE 62 BIG DATA MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 127

TABLE 63 BIG DATA MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 127

9.1.2 ORGANIZATIONS SIZE: BIG DATA MARKET DRIVERS 127

9.2 SMALL AND MEDIUM-SIZED ENTERPRISES 128

TABLE 64 BIG DATA MARKET IN SMALL AND MEDIUM-SIZED ENTERPRISES, BY REGION, 2016–2020 (USD MILLION) 128

TABLE 65 BIG DATA MARKET IN SMALL AND MEDIUM-SIZED ENTERPRISES, BY REGION, 2021–2026 (USD MILLION) 129

9.3 LARGE ENTERPRISES 129

TABLE 66 BIG DATA MARKET IN LARGE ENTERPRISES, BY REGION, 2016–2020 (USD MILLION) 129

TABLE 67 BIG DATA MARKET IN LARGE ENTERPRISES, BY REGION, 2021–2026 (USD MILLION) 130

10 BIG DATA MARKET, BY INDUSTRY VERTICAL 131

10.1 INTRODUCTION 132

10.1.1 COVID-19 IMPACT ON BIG DATA MARKET, BY INDUSTRY VERTICAL 132

FIGURE 44 ENERGY AND UTILITIES INDUSTRY VERTICAL TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 133

TABLE 68 BIG DATA MARKET, BY INDUSTRY VERTICAL, 2016–2020 (USD MILLION) 134

TABLE 69 BIG DATA MARKET, BY INDUSTRY VERTICAL, 2021–2026 (USD MILLION) 134

10.1.2 VERTICAL: BIG DATA MARKET DRIVERS 134

10.2 BANKING, FINANCIAL SERVICES, AND INSURANCE 135

TABLE 70 BIG DATA MARKET IN BANKING, FINANCIAL SERVICES, AND INSURANCE, BY REGION, 2016–2020 (USD MILLION) 136

TABLE 71 BIG DATA MARKET IN BANKING, FINANCIAL SERVICES, AND INSURANCE, BY REGION, 2021–2026 (USD MILLION) 136

10.3 TELECOMMUNICATIONS AND IT 136

TABLE 72 BIG DATA MARKET IN TELECOMMUNICATIONS AND IT, BY REGION, 2016–2020 (USD MILLION) 137

TABLE 73 BIG DATA MARKET IN TELECOMMUNICATIONS AND IT, BY REGION, 2021–2026 (USD MILLION) 138

10.4 RETAIL AND CONSUMER GOODS 138

TABLE 74 BIG DATA MARKET IN RETAIL AND CONSUMER GOODS, BY REGION, 2016–2020 (USD MILLION) 138

TABLE 75 RETAIL AND CONSUMER GOODS, BY REGION, 2021–2026 (USD MILLION) 139

10.5 HEALTHCARE AND LIFE SCIENCES 139

TABLE 76 BIG DATA MARKET IN HEALTHCARE AND LIFE SCIENCES, BY REGION, 2016–2020 (USD MILLION) 140

TABLE 77 BIG DATA MARKET IN HEALTHCARE AND LIFE SCIENCES, BY REGION, 2021–2026 (USD MILLION) 140

10.6 GOVERNMENT AND DEFENSE 140

TABLE 78 BIG DATA MARKET IN GOVERNMENT AND DEFENSE, BY REGION, 2016–2020 (USD MILLION) 141

TABLE 79 BIG DATA MARKET IN GOVERNMENT AND DEFENSE, BY REGION, 2021–2026 (USD MILLION) 141

10.7 MEDIA AND ENTERTAINMENT 141

TABLE 80 BIG DATA MARKET IN MEDIA AND ENTERTAINMENT, BY REGION, 2016–2020 (USD MILLION) 142

TABLE 81 BIG DATA MARKET IN MEDIA AND ENTERTAINMENT, BY REGION, 2021–2026 (USD MILLION) 142

10.8 MANUFACTURING 143

TABLE 82 BIG DATA MARKET IN MANUFACTURING, BY REGION, 2016–2020 (USD MILLION) 143

TABLE 83 BIG DATA MARKET IN MANUFACTURING, BY REGION, 2021–2026 (USD MILLION) 143

10.9 TRANSPORTATION AND LOGISTICS 144

TABLE 84 BIG DATA MARKET IN TRANSPORTATION AND LOGISTICS, BY REGION, 2016–2020 (USD MILLION) 144

TABLE 85 BIG DATA MARKET IN TRANSPORTATION AND LOGISTICS, BY REGION, 2021–2026 (USD MILLION) 144

10.10 OTHER INDUSTRY VERTICALS 145

TABLE 86 BIG DATA MARKET IN OTHER INDUSTRY VERTICALS, BY REGION, 2016–2020 (USD MILLION) 145

TABLE 87 BIG DATA MARKET IN OTHER INDUSTRY VERTICALS, BY REGION, 2021–2026 (USD MILLION) 146

11 BIG DATA MARKET, BY REGION 147

11.1 INTRODUCTION 148

FIGURE 45 ASIA PACIFIC TO ACHIEVE HIGHEST GROWTH IN BIG DATA MARKET DURING FORECAST PERIOD 148

FIGURE 46 INDIA EXPECTED TO ACHIEVE THE HIGHEST GROWTH IN THE BIG DATA MARKET DURING THE FORECAST PERIOD 149

TABLE 88 BIG DATA MARKET, BY REGION, 2016–2020 (USD MILLION) 149

TABLE 89 BIG DATA MARKET, BY REGION, 2021–2026 (USD MILLION) 149

11.2 NORTH AMERICA 150

11.2.1 NORTH AMERICA: BIG DATA MARKET DRIVERS 150

11.2.2 NORTH AMERICA: COVID-19 IMPACT 151

11.2.3 NORTH AMERICA: REGULATIONS 152

11.2.3.1 Personal Information Protection and Electronic Documents Act (PIPEDA) 152

11.2.3.2 Gramm-Leach-Bliley (GLB) Act 152

11.2.3.3 Health Insurance Portability and Accountability Act (HIPAA) of 1996 152

11.2.3.4 Federal Information Security Management Act (FISMA) 153

11.2.3.5 Federal Information Processing Standards (FIPS) 153

11.2.3.6 California Consumer Privacy Act (CSPA) 153

FIGURE 47 NORTH AMERICA: MARKET SNAPSHOT 154

TABLE 90 NORTH AMERICA: BIG DATA MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 154

TABLE 91 NORTH AMERICA: BIG DATA MARKET, BY COMPONENT, 2021–2026 (USD MILLION) 155

TABLE 92 NORTH AMERICA: BIG DATA MARKET, BY SERVICE, 2016–2020 (USD MILLION) 155

TABLE 93 NORTH AMERICA: BIG DATA MARKET, BY SERVICE, 2021–2026 (USD MILLION) 155

TABLE 94 NORTH AMERICA: BIG DATA SERVICES MARKET, BY PROFESSIONAL SERVICE, 2016–2020 (USD MILLION) 155

TABLE 95 NORTH AMERICA: BIG DATA SERVICES MARKET, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION) 156

TABLE 96 NORTH AMERICA: BIG DATA MARKET, BY SOLUTION, 2016–2020 (USD MILLION) 156

TABLE 97 NORTH AMERICA: BIG DATA MARKET, BY SOLUTION, 2021–2026 (USD MILLION) 156

TABLE 98 NORTH AMERICA: BIG DATA MARKET, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION) 156

TABLE 99 NORTH AMERICA: BIG DATA MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION) 157

TABLE 100 NORTH AMERICA: BIG DATA MARKET, BY CLOUD TYPE, 2016–2020 (USD MILLION) 157

TABLE 101 NORTH AMERICA: BIG DATA MARKET, BY CLOUD TYPE, 2021–2026 (USD MILLION) 157

TABLE 102 NORTH AMERICA: BIG DATA MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 157

TABLE 103 NORTH AMERICA: BIG DATA MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 158

TABLE 104 NORTH AMERICA: BIG DATA MARKET, BY BUSINESS FUNCTION, 2016–2020 (USD MILLION) 158

TABLE 105 NORTH AMERICA: BIG DATA MARKET, BY BUSINESS FUNCTION, 2021–2026 (USD MILLION) 158

TABLE 106 NORTH AMERICA: BIG DATA MARKET, BY INDUSTRY VERTICAL, 2016–2020 (USD MILLION) 159

TABLE 107 NORTH AMERICA: BIG DATA MARKET, BY INDUSTRY VERTICAL, 2021–2026 (USD MILLION) 159

TABLE 108 NORTH AMERICA: BIG DATA MARKET, BY COUNTRY, 2016–2020 (USD MILLION) 160

TABLE 109 NORTH AMERICA: BIG DATA MARKET, BY COUNTRY, 2021–2026 (USD MILLION) 160

11.2.4 UNITED STATES 160

TABLE 110 US: BIG DATA MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 161

TABLE 111 UNITED STATES: BIG DATA MARKET, BY COMPONENT, 2021–2026 (USD MILLION) 161

TABLE 112 UNITED STATES: BIG DATA MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 161

TABLE 113 UNITED STATES: BIG DATA MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 161

11.2.5 CANADA 162

TABLE 114 CANADA: BIG DATA MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 162

TABLE 115 CANADA: BIG DATA MARKET, BY COMPONENT, 2021–2026 (USD MILLION) 162

TABLE 116 CANADA: BIG DATA MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 163

TABLE 117 CANADA: BIG DATA MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 163

11.3 EUROPE 163

11.3.1 EUROPE: BIG DATA MARKET DRIVERS 164

11.3.2 EUROPE: COVID-19 IMPACT 164

11.3.3 EUROPE: TARIFFS AND REGULATIONS 165

11.3.3.1 GDPR 2016/679 is a regulation in the EU 165

11.3.3.2 General Data Protection Regulation 165

11.3.3.3 European Committee for Standardization 166

11.3.3.4 European Technical Standards Institute 166

11.3.4 EUROPE GOVERNMENT CASE STUDIES 166

11.3.4.1 Case study 1: INVITALIA, ITALY 166

11.3.4.2 Case study 2: COMUNE DI CATANIA, ITALY 167

11.3.4.3 Case study 3: ITALY’S NATIONAL INSTITUTE FOR INSURANCE AGAINST ACCIDENTS AT WORK (INAIL) 168

11.3.4.4 Case study 4: CITY OF WIESBADEN, GERMANY 169

11.3.4.5 Case study 5: NHS BUSINESS SERVICES AUTHORITY (NHSBSA), ENGLAND 170

11.3.4.6 Case study 6: NATIONAL GENDARMERIE, FRANCE 171

11.3.4.7 Case study 7: AGENCIA TRIBUTARIA DE CATALUÑA (ATC), SPAIN 172

11.3.4.8 Case study 8: MINISTRY OF INDUSTRY, FOREIGN TRADE AND SERVICES (MDIC), BRAZIL 173

11.3.4.9 Case study 9: NETHERLANDS MINISTRY OF DEFENSE 174

11.3.4.10 Case study 10: BUNDESPOLIZEI, GERMANY 174

11.3.4.11 Case study 11: AVON AND SOMERSET CONSTABULARY, ENGLAND 175

11.3.4.12 Case study 12: SCOTTISH ENVIRONMENT PROTECTION AGENCY (SEPA), SCOTLAND 176

11.3.4.13 Case study 13: DE RECHTSPRAAK, NETHERLANDS 177

11.3.4.14 Case study 14: CITY OF ESPOO, FINLAND 178

11.3.4.15 Case study 15: EUROPEAN ORGANIZATION FOR NUCLEAR RESEARCH (CERN), SWITZERLAND 178

11.3.4.16 Case study 16: MINISTRY OF ECOLOGY, SUSTAINABLE DEVELOPMENT, TRANSPORTATION AND HOUSING (MEDDE), FRANCE 179

TABLE 118 EUROPE: BIG DATA MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 180

TABLE 119 EUROPE: BIG DATA MARKET, BY COMPONENT, 2021–2026 (USD MILLION) 180

TABLE 120 EUROPE: BIG DATA MARKET, BY SERVICE, 2016–2020 (USD MILLION) 180

TABLE 121 EUROPE: BIG DATA MARKET, BY SERVICE, 2021–2026 (USD MILLION) 180

TABLE 122 EUROPE: BIG DATA SERVICES MARKET, BY PROFESSIONAL SERVICE, 2016–2020 (USD MILLION) 181

TABLE 123 EUROPE: BIG DATA SERVICES MARKET, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION) 181

TABLE 124 EUROPE: BIG DATA MARKET, BY SOLUTION, 2016–2020 (USD MILLION) 181

TABLE 125 EUROPE: BIG DATA MARKET, BY SOLUTION, 2021–2026 (USD MILLION) 181

TABLE 126 EUROPE: BIG DATA MARKET, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION) 182

TABLE 127 EUROPE: BIG DATA MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION) 182

TABLE 128 EUROPE: BIG DATA MARKET, BY CLOUD TYPE, 2016–2020 (USD MILLION) 182

TABLE 129 EUROPE: BIG DATA MARKET, BY CLOUD TYPE, 2021–2026 (USD MILLION) 182

TABLE 130 EUROPE: BIG DATA MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 183

TABLE 131 EUROPE: BIG DATA MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 183

TABLE 132 EUROPE: BIG DATA MARKET, BY BUSINESS FUNCTION, 2016–2020 (USD MILLION) 183

TABLE 133 EUROPE: BIG DATA MARKET, BY BUSINESS FUNCTION, 2021–2026 (USD MILLION) 183

TABLE 134 EUROPE: BIG DATA MARKET, BY INDUSTRY VERTICAL, 2016–2020 (USD MILLION) 184

TABLE 135 EUROPE: BIG DATA MARKET, BY INDUSTRY VERTICAL, 2021–2026 (USD MILLION) 184

TABLE 136 EUROPE: BIG DATA MARKET, BY COUNTRY, 2016–2020 (USD MILLION) 185

TABLE 137 EUROPE: BIG DATA MARKET, BY COUNTRY, 2021–2026 (USD MILLION) 185

11.3.5 UNITED KINGDOM 185

TABLE 138 UK: BIG DATA MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 186

TABLE 139 UK: BIG DATA MARKET, BY COMPONENT, 2021–2026 (USD MILLION) 186

11.3.6 GERMANY 186

TABLE 140 GERMANY: BIG DATA MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 187

TABLE 141 GERMANY: BIG DATA MARKET, BY COMPONENT, 2021–2026 (USD MILLION) 187

11.3.7 FRANCE 187

TABLE 142 FRANCE: BIG DATA MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 187

TABLE 143 FRANCE: BIG DATA MARKET, BY COMPONENT, 2021–2026 (USD MILLION) 188

11.3.8 REST OF EUROPE 188

TABLE 144 REST OF EUROPE: BIG DATA MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 188

TABLE 145 REST OF EUROPE: BIG DATA MARKET, BY COMPONENT, 2021–2026 (USD MILLION) 188

11.4 ASIA PACIFIC 189

11.4.1 ASIA PACIFIC: BIG DATA MARKET DRIVERS 189

11.4.2 ASIA PACIFIC: COVID-19 IMPACT 190

11.4.3 ASIA PACIFIC: REGULATIONS 191

11.4.3.1 Privacy Commissioner for Personal Data 191

11.4.3.2 Act on the Protection of Personal Information 191

11.4.3.3 Critical Information Infrastructure 191

11.4.3.4 International Organization for Standardization 27001 192

11.4.3.5 Personal Data Protection Act 192

FIGURE 48 ASIA PACIFIC: MARKET SNAPSHOT 193

TABLE 146 ASIA PACIFIC: BIG DATA MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 193

TABLE 147 ASIA PACIFIC: BIG DATA MARKET, BY COMPONENT, 2021–2026 (USD MILLION) 194

TABLE 148 ASIA PACIFIC: BIG DATA MARKET, BY SERVICE, 2016–2020 (USD MILLION) 194

TABLE 149 ASIA PACIFIC: BIG DATA MARKET, BY SERVICE, 2021–2026 (USD MILLION) 194

TABLE 150 ASIA PACIFIC: BIG DATA SERVICE MARKET, BY PROFESSIONAL SERVICE, 2016–2020 (USD MILLION) 194

TABLE 151 ASIA PACIFIC: BIG DATA SERVICE MARKET, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION) 195

TABLE 152 ASIA PACIFIC: BIG DATA MARKET, BY SOLUTION, 2016–2020 (USD MILLION) 195

TABLE 153 ASIA PACIFIC: BIG DATA MARKET, BY SOLUTION, 2021–2026 (USD MILLION) 195

TABLE 154 ASIA PACIFIC: BIG DATA MARKET, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION) 195

TABLE 155 ASIA PACIFIC: BIG DATA MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION) 196

TABLE 156 ASIA PACIFIC: BIG DATA MARKET, BY CLOUD TYPE, 2016–2020 (USD MILLION) 196

TABLE 157 ASIA PACIFIC: BIG DATA MARKET, BY CLOUD TYPE, 2021–2026 (USD MILLION) 196

TABLE 158 ASIA PACIFIC: BIG DATA MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 196

TABLE 159 ASIA PACIFIC: BIG DATA MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 197

TABLE 160 ASIA PACIFIC: BIG DATA MARKET, BY BUSINESS FUNCTION, 2016–2020 (USD MILLION) 197

TABLE 161 ASIA PACIFIC: BIG DATA MARKET, BY BUSINESS FUNCTION, 2021–2026 (USD MILLION) 197

TABLE 162 ASIA PACIFIC: BIG DATA MARKET, BY INDUSTRY VERTICAL, 2016–2020 (USD MILLION) 198

TABLE 163 ASIA PACIFIC: BIG DATA MARKET, BY INDUSTRY VERTICAL, 2021–2026 (USD MILLION) 198

TABLE 164 ASIA PACIFIC: BIG DATA MARKET, BY COUNTRY, 2016–2020 (USD MILLION) 199

TABLE 165 ASIA PACIFIC: BIG DATA MARKET, BY COUNTRY, 2021–2026 (USD MILLION) 199

11.4.4 CHINA 199

TABLE 166 CHINA: BIG DATA MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 200

TABLE 167 CHINA: BIG DATA MARKET, BY COMPONENT, 2021–2026 (USD MILLION) 200

11.4.5 JAPAN 200

TABLE 168 JAPAN: BIG DATA MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 201

TABLE 169 JAPAN: BIG DATA MARKET, BY COMPONENT, 2021–2026 (USD MILLION) 201

11.4.6 INDIA 201

TABLE 170 INDIA: BIG DATA MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 202

TABLE 171 INDIA: BIG DATA MARKET, BY COMPONENT, 2021–2026 (USD MILLION) 202

11.4.7 REST OF ASIA PACIFIC 202

TABLE 172 REST OF ASIA PACIFIC: BIG DATA MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 203

TABLE 173 REST OF ASIA PACIFIC: BIG DATA MARKET, BY COMPONENT, 2021–2026 (USD MILLION) 203

11.5 MIDDLE EAST & AFRICA 203

11.5.1 MIDDLE EAST & AFRICA: BIG DATA MARKET DRIVERS 204

11.5.2 MIDDLE EAST & AFRICA: COVID-19 IMPACT 205

11.5.3 MIDDLE EAST & AFRICA: REGULATIONS 206

11.5.3.1 Israeli Privacy Protection Regulations (Data Security), 5777-2017 206

11.5.3.2 GDPR Applicability in KSA 206

11.5.3.3 Cloud Computing Framework: 206

11.5.3.4 Electronic Transactions Law 207

11.5.3.5 Electronic Commerce Law 207

11.5.3.6 Protection of Personal Information Act (POPIA) 207

TABLE 174 MIDDLE EAST & AFRICA: BIG DATA MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 208

TABLE 175 MIDDLE EAST & AFRICA: BIG DATA MARKET, BY COMPONENT, 2021–2026 (USD MILLION) 208

TABLE 176 MIDDLE EAST & AFRICA: BIG DATA MARKET, BY SERVICE, 2016–2020 (USD MILLION) 208

TABLE 177 MIDDLE EAST & AFRICA: BIG DATA MARKET, BY SERVICE, 2021–2026 (USD MILLION) 208

TABLE 178 MIDDLE EAST & AFRICA: BIG DATA SERVICES MARKET, BY PROFESSIONAL SERVICE, 2016–2020 (USD MILLION) 209

TABLE 179 MIDDLE EAST & AFRICA: BIG DATA SERVICES MARKET, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION) 209

TABLE 180 MIDDLE EAST & AFRICA: BIG DATA MARKET, BY SOLUTION, 2016–2020 (USD MILLION) 209

TABLE 181 MIDDLE EAST & AFRICA: BIG DATA MARKET, BY SOLUTION, 2021–2026 (USD MILLION) 209

TABLE 182 MIDDLE EAST & AFRICA: BIG DATA MARKET, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION) 210

TABLE 183 MIDDLE EAST & AFRICA: BIG DATA MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION) 210

TABLE 184 MIDDLE EAST & AFRICA: BIG DATA MARKET, BY CLOUD TYPE, 2016–2020 (USD MILLION) 210

TABLE 185 MIDDLE EAST & AFRICA: BIG DATA MARKET, BY CLOUD TYPE, 2021–2026 (USD MILLION) 210

TABLE 186 MIDDLE EAST & AFRICA: BIG DATA MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 211

TABLE 187 MIDDLE EAST & AFRICA: BIG DATA MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 211

TABLE 188 MIDDLE EAST & AFRICA: BIG DATA MARKET, BY BUSINESS FUNCTION, 2016–2020 (USD MILLION) 211

TABLE 189 MIDDLE EAST & AFRICA: BIG DATA MARKET, BY BUSINESS FUNCTION, 2021–2026 (USD MILLION) 211

TABLE 190 MIDDLE EAST & AFRICA: BIG DATA MARKET, BY INDUSTRY VERTICAL, 2016–2020 (USD MILLION) 212

TABLE 191 MIDDLE EAST & AFRICA: BIG DATA MARKET, BY INDUSTRY VERTICAL, 2021–2026 (USD MILLION) 212

TABLE 192 MIDDLE EAST & AFRICA: BIG DATA MARKET, BY COUNTRY, 2016–2020 (USD MILLION) 213

TABLE 193 MIDDLE EAST & AFRICA: BIG DATA MARKET, BY COUNTRY, 2021–2026 (USD MILLION) 213

11.5.4 KINGDOM OF SAUDI ARABIA 213

TABLE 194 KINGDOM OF SAUDI ARABIA: BIG DATA MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 214

TABLE 195 KINGDOM OF SAUDI ARABIA: BIG DATA MARKET, BY COMPONENT, 2021–2026 (USD MILLION) 214

11.5.5 SOUTH AFRICA 214

TABLE 196 SOUTH AFRICA: BIG DATA MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 214

TABLE 197 SOUTH AFRICA: BIG DATA MARKET, BY COMPONENT, 2021–2026 (USD MILLION) 215

11.5.6 UNITED ARAB EMIRATES 215

TABLE 198 UNITED ARAB OF EMIRATES: BIG DATA MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 215

TABLE 199 UNITED ARAB OF EMIRATES: BIG DATA MARKET, BY COMPONENT, 2021–2026 (USD MILLION) 215

11.5.7 REST OF THE MIDDLE EAST AND AFRICA 216

TABLE 200 REST OF THE MIDDLE EAST AND AFRICA: BIG DATA MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 216

TABLE 201 REST OF THE MIDDLE EAST AND AFRICA: BIG DATA MARKET, BY COMPONENT, 2021–2026 (USD MILLION) 216

11.5.8 COMPETITIVE ANALYSIS 217

11.6 LATIN AMERICA 218

11.6.1 LATIN AMERICA: BIG DATA MARKET DRIVERS 219

11.6.2 LATIN AMERICA: COVID-19 IMPACT 219

11.6.3 LATIN AMERICA: REGULATIONS 220

11.6.3.1 Brazil Data Protection Law 220

11.6.3.2 Argentina Personal Data Protection Law No. 25.326 220

TABLE 202 LATIN AMERICA: BIG DATA MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 220

TABLE 203 LATIN AMERICA: BIG DATA MARKET, BY COMPONENT, 2021–2026 (USD MILLION) 221

TABLE 204 LATIN AMERICA: BIG DATA MARKET, BY SERVICE, 2016–2020 (USD MILLION) 221

TABLE 205 LATIN AMERICA: BIG DATA MARKET, BY SERVICE, 2021–2026 (USD MILLION) 221

TABLE 206 LATIN AMERICA: BIG DATA SERVICES MARKET, BY PROFESSIONAL SERVICE, 2016–2020 (USD MILLION) 221

TABLE 207 LATIN AMERICA: BIG DATA SERVICES MARKET, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION) 222

TABLE 208 LATIN AMERICA: BIG DATA MARKET, BY SOLUTION, 2016–2020 (USD MILLION) 222

TABLE 209 LATIN AMERICA: BIG DATA MARKET, BY SOLUTION, 2021–2026 (USD MILLION) 222

TABLE 210 LATIN AMERICA: BIG DATA MARKET, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION) 222

TABLE 211 LATIN AMERICA: BIG DATA MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION) 223

TABLE 212 LATIN AMERICA: BIG DATA MARKET, BY CLOUD TYPE, 2016–2020 (USD MILLION) 223

TABLE 213 LATIN AMERICA: BIG DATA MARKET, BY CLOUD TYPE, 2021–2026 (USD MILLION) 223

TABLE 214 LATIN AMERICA: BIG DATA MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 223

TABLE 215 LATIN AMERICA: BIG DATA MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 224

TABLE 216 LATIN AMERICA: BIG DATA MARKET, BY BUSINESS FUNCTION, 2016–2020 (USD MILLION) 224

TABLE 217 LATIN AMERICA: BIG DATA MARKET, BY BUSINESS FUNCTION, 2021–2026 (USD MILLION) 224

TABLE 218 LATIN AMERICA: BIG DATA MARKET, BY INDUSTRY VERTICAL, 2016–2020 (USD MILLION) 225

TABLE 219 LATIN AMERICA: BIG DATA MARKET, BY INDUSTRY VERTICAL, 2021–2026 (USD MILLION) 225

TABLE 220 LATIN AMERICA: BIG DATA MARKET, BY COUNTRY, 2016–2020 (USD MILLION) 225

TABLE 221 LATIN AMERICA: BIG DATA MARKET, BY COUNTRY, 2021–2026 (USD MILLION) 226

11.6.4 BRAZIL 226

TABLE 222 BRAZIL: BIG DATA MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 226

TABLE 223 BRAZIL: BIG DATA MARKET, BY COMPONENT, 2021–2026 (USD MILLION) 227

11.6.5 MEXICO 227

TABLE 224 MEXICO: BIG DATA MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 227

TABLE 225 MEXICO: BIG DATA MARKET, BY COMPONENT, 2021–2026 (USD MILLION) 228

11.6.6 REST OF LATIN AMERICA 228

TABLE 226 REST OF LATIN AMERICA: BIG DATA MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 228

TABLE 227 REST OF LATIN AMERICA: BIG DATA MARKET, BY COMPONENT, 2021–2026 (USD MILLION) 229

12 COMPETITIVE LANDSCAPE 230

12.1 OVERVIEW 230

12.2 KEY PLAYER STRATEGIES 230

12.3 MARKET SHARE ANALYSIS 230

FIGURE 49 BIG DATA MARKET SHARE ANALYSIS OF KEY PLAYERS 231

TABLE 228 BIG DATA MARKET: DEGREE OF COMPETITION 231

12.4 HISTORIC REVENUE ANALYSIS 232

FIGURE 50 HISTORIC REVENUE ANALYSIS FOR LEADING PLAYERS, 2016–2020 232

12.5 COMPANY EVALUATION QUADRANT 232

12.5.1 STARS 232

12.5.2 EMERGING LEADERS 232

12.5.3 PERVASIVE PLAYERS 232

12.5.4 PARTICIPANTS 233

FIGURE 51 KEY BIG DATA MARKET PLAYERS, COMPANY EVALUATION MATRIX, 2021 233

12.6 COMPETITIVE BENCHMARKING 234

TABLE 229 COMPANY PRODUCT FOOTPRINT 234

TABLE 230 COMPANY REGION FOOTPRINT 235

TABLE 231 CONSOLIDATED FOOTPRINT 236

12.7 START-UP/SME EVALUATION QUADRANT 237

12.7.1 PROGRESSIVE COMPANIES 237

12.7.2 RESPONSIVE COMPANIES 238

12.7.3 DYNAMIC COMPANIES 238

12.7.4 STARTING BLOCKS 238

FIGURE 52 STARTUP/SME BIG DATA MARKET EVALUATION MATRIX, 2021 238

12.8 COMPETITIVE SCENARIO 239

12.8.1 PRODUCT LAUNCHES 239

TABLE 232 PRODUCT LAUNCHES, JUNE 2019–AUGUST 2021 239

12.8.2 DEALS 257

TABLE 233 DEALS, AUGUST 2019–AUGUST 2021 257

13 COMPANY PROFILES 288

13.1 INTRODUCTION 288

13.2 MAJOR PLAYERS 288

(Business Overview, Products & Services, Recent Developments, COVID-19 related developments, MnM View)*

13.2.1 IBM 288

TABLE 234 IBM: BUSINESS OVERVIEW 288

FIGURE 53 IBM: COMPANY SNAPSHOT 289

TABLE 235 IBM: PRODUCTS OFFERED 289

TABLE 236 IBM: SERVICES OFFERED 290

TABLE 237 IBM: PRODUCT LAUNCHES AND ENHANCEMENTS 291

TABLE 238 IBM: DEALS 292

13.2.2 GOOGLE 295

TABLE 239 GOOGLE: BUSINESS OVERVIEW 295

FIGURE 54 GOOGLE: COMPANY SNAPSHOT 296

TABLE 240 GOOGLE: PRODUCTS OFFERED 296

TABLE 241 GOOGLE: SERVICES OFFERED 298

TABLE 242 GOOGLE: PRODUCT LAUNCHES AND ENHANCEMENTS 298

TABLE 243 GOOGLE: DEALS 299

13.2.3 ORACLE 302

TABLE 244 ORACLE: BUSINESS OVERVIEW 302

FIGURE 55 ORACLE: COMPANY SNAPSHOT 303

TABLE 245 ORACLE: PRODUCTS OFFERED 303

TABLE 246 ORACLE: SERVICES OFFERED 304

TABLE 247 ORACLE: PRODUCT LAUNCHES AND ENHANCEMENTS 304

TABLE 248 ORACLE: DEALS 305

13.2.4 MICROSOFT 308

TABLE 249 MICROSOFT: BUSINESS OVERVIEW 308

FIGURE 56 MICROSOFT: COMPANY SNAPSHOT 309

TABLE 250 MICROSOFT: PRODUCTS OFFERED 309

TABLE 251 MICROSOFT: SERVICES OFFERED 311

TABLE 252 MICROSOFT: PRODUCT LAUNCHES AND ENHANCEMENTS 311

TABLE 253 MICROSOFT: DEALS 312

13.2.5 SAP 315

TABLE 254 SAP: BUSINESS OVERVIEW 315

FIGURE 57 SAP: COMPANY SNAPSHOT 316

TABLE 255 SAP: PRODUCTS OFFERED 316

TABLE 256 SAP: SERVICES OFFERED 317

TABLE 257 SAP: PRODUCT LAUNCHES AND ENHANCEMENTS 318

TABLE 258 SAP: DEALS 319

13.2.6 SAS 322

TABLE 259 SAS: BUSINESS OVERVIEW 322

FIGURE 58 SAS: COMPANY SNAPSHOT 323

TABLE 260 SAS: PRODUCTS OFFERED 323

TABLE 261 SAS: SERVICES OFFERED 324

TABLE 262 SAS: PRODUCT LAUNCHES AND ENHANCEMENTS 325

TABLE 263 SAS: DEALS 326

13.2.7 CLOUDERA 328

TABLE 264 CLOUDERA: BUSINESS OVERVIEW 328

FIGURE 59 CLOUDERA: COMPANY SNAPSHOT 329

TABLE 265 CLOUDERA: PRODUCTS OFFERED 329

TABLE 266 CLOUDERA: SERVICES OFFERED 330

TABLE 267 CLOUDERA: PRODUCT LAUNCHES AND ENHANCEMENTS 330

TABLE 268 CLOUDERA: DEALS 331

13.2.8 TERADATA 333

TABLE 269 TERADATA: BUSINESS OVERVIEW 333

FIGURE 60 TERADATA: COMPANY SNAPSHOT 334

TABLE 270 TERADATA: PRODUCTS OFFERED 334

TABLE 271 TERADATA: SERVICES OFFERED 335

TABLE 272 TERADATA: PRODUCT LAUNCHES AND ENHANCEMENTS 335

TABLE 273 TERADATA: DEALS 336

13.2.9 TIBCO 338

TABLE 274 TIBCO: BUSINESS OVERVIEW 338

TABLE 275 TIBCO: PRODUCTS OFFERED 338

TABLE 276 TIBCO: SERVICES OFFERED 339

TABLE 277 TIBCO: PRODUCT LAUNCHES AND ENHANCEMENTS 340

TABLE 278 TIBCO: DEALS 341

13.2.10 AWS 343

TABLE 279 AWS: BUSINESS OVERVIEW 343

FIGURE 61 AWS: COMPANY SNAPSHOT 343

TABLE 280 AWS: PRODUCTS OFFERED 344

TABLE 281 AWS: SERVICES OFFERED 345

TABLE 282 AWS: PRODUCT LAUNCHES AND ENHANCEMENTS 345

TABLE 283 AWS: DEALS 347

13.2.11 ALTERYX 350

TABLE 284 ALTERYX: BUSINESS OVERVIEW 350

FIGURE 62 ALTERYX: COMPANY SNAPSHOT 351

TABLE 285 ALTERYX: PRODUCTS OFFERED 351

TABLE 286 ALTERYX: SERVICES OFFERED 352

TABLE 287 ALTERYX: PRODUCT LAUNCHES AND ENHANCEMENTS 352

TABLE 288 ALTERYX: DEALS 353

13.2.12 INFORMATICA 355

TABLE 289 INFORMATICA: BUSINESS OVERVIEW 355

FIGURE 63 INFORMATICA: COMPANY SNAPSHOT 356

TABLE 290 INFORMATICA: PRODUCTS OFFERED 356

TABLE 291 INFORMATICA: SERVICES OFFERED 358

TABLE 292 INFORMATICA: PRODUCT LAUNCHES AND ENHANCEMENTS 358

TABLE 293 INFORMATICA: DEALS 359

13.2.13 SISENSE 360

TABLE 294 SISENSE: BUSINESS OVERVIEW 360

TABLE 295 SISENSE: PRODUCTS OFFERED 360

TABLE 296 SISENSE: PRODUCT LAUNCHES AND ENHANCEMENTS 361

TABLE 297 SISENSE: DEALS 361

13.2.14 SALESFORCE 362

TABLE 298 SALESFORCE: BUSINESS OVERVIEW 362

FIGURE 64 SALESFORCE: COMPANY SNAPSHOT 363

TABLE 299 SALESFORCE: SOLUTIONS OFFERED 363

TABLE 300 SALESFORCE: SERVICES OFFERED 364

TABLE 301 SALESFORCE: PRODUCT LAUNCHES AND ENHANCEMENTS 364

TABLE 302 SALESFORCE: DEALS 365

13.2.15 HPE 367

TABLE 303 HPE: BUSINESS OVERVIEW 367

FIGURE 65 HPE: COMPANY SNAPSHOT 368

TABLE 304 HPE: PRODUCTS OFFERED 368

TABLE 305 HPE: SERVICES OFFERED 369

TABLE 306 HPE: PRODUCT LAUNCHES AND ENHANCEMENTS 369

TABLE 307 HPE: DEALS 370

13.2.16 QLIK 373

TABLE 308 QLIK: BUSINESS OVERVIEW 373

TABLE 309 QLIK: PRODUCTS OFFERED 373

TABLE 310 QLIK: PRODUCT LAUNCHES AND ENHANCEMENTS 374

TABLE 311 QLIK: DEALS 375

13.2.17 SPLUNK 377

TABLE 312 SPLUNK: BUSINESS OVERVIEW 377

FIGURE 66 SPLUNK: COMPANY SNAPSHOT 378

TABLE 313 SPLUNK: PRODUCTS OFFERED 378

TABLE 314 SPLUNK: PRODUCT LAUNCHES AND ENHANCEMENTS 379

TABLE 315 SPLUNK: DEALS 380

13.2.18 VMWARE 381

TABLE 316 VMWARE: BUSINESS OVERVIEW 381

FIGURE 67 VMWARE: COMPANY SNAPSHOT 382

TABLE 317 VMWARE: PRODUCTS OFFERED 382

TABLE 318 VMWARE: DEALS 383

13.2.19 ACCENTURE 384

TABLE 319 ACCENTURE: BUSINESS OVERVIEW 384

FIGURE 68 ACCENTURE: COMPANY SNAPSHOT 385

TABLE 320 ACCENTURE: PRODUCTS OFFERED 385

TABLE 321 ACCENTURE: PRODUCT LAUNCHES AND ENHANCEMENTS 386

TABLE 322 ACCENTURE: DEALS 386

*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 388

13.3.1 ATACCAMA 388

13.3.2 COGITO 389

13.3.3 CENTERFIELD 390

13.3.4 RIB DATAPINE 391

13.3.5 FUSIONEX 392

13.3.6 BIGPANDA 393

13.3.7 BIGEYE 394

13.3.8 IMPLY 395

13.3.9 RIVERY 396

13.3.10 YUGABYTE DB 397

13.3.11 AIRBYTE 397

13.3.12 CARDAGRAPH 398

13.3.13 FIREBOLT 398

13.3.14 SYNCARI 399

14 ADJACENT AND RELATED MARKETS 400

14.1 DATA GOVERNANCE MARKET—GLOBAL FORECAST TO 2025 400

14.1.1 MARKET DEFINITION 400

14.1.2 MARKET OVERVIEW 400

14.1.2.1 Data governance market, by application 400

TABLE 323 DATA GOVERNANCE MARKET SIZE, BY APPLICATION,

2014–2019 (USD MILLION) 400

TABLE 324 DATA GOVERNANCE MARKET SIZE, BY APPLICATION,

2019–2025 (USD MILLION) 401

14.1.2.2 Data governance market, by component 401

TABLE 325 DATA GOVERNANCE MARKET SIZE, BY COMPONENT,

2014–2019 (USD MILLION) 401

TABLE 326 DATA GOVERNANCE MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION) 402

14.1.2.3 Data governance market, by deployment model 402

TABLE 327 DATA GOVERNANCE MARKET SIZE, BY DEPLOYMENT MODEL,

2014–2019 (USD MILLION) 402

TABLE 328 DATA GOVERNANCE MARKET SIZE, BY DEPLOYMENT MODEL,

2019–2025 (USD MILLION) 402

14.1.2.4 Data governance market, by organization size 402

TABLE 329 DATA GOVERNANCE MARKET SIZE, BY ORGANIZATION SIZE,

2014–2019 (USD MILLION) 403

TABLE 330 DATA GOVERNANCE MARKET SIZE, BY ORGANIZATION SIZE,

2019–2025 (USD MILLION) 403

14.1.2.5 Data governance market, by vertical 403

TABLE 331 DATA GOVERNANCE MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION) 404

TABLE 332 DATA GOVERNANCE MARKET SIZE, BY VERTICAL, 2019–2025 (USD MILLION) 404

14.1.2.6 Data governance market, by region 405

TABLE 333 DATA GOVERNANCE MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 405

TABLE 334 DATA GOVERNANCE MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 405

14.1.3 DATA DISCOVERY MARKET—GLOBAL FORECAST TO 2025 405

14.1.3.1 Market definition 405

14.1.3.2 Market overview 406

14.1.3.3 Data discovery market, by component 406

TABLE 335 DATA DISCOVERY MARKET SIZE, BY COMPONENT,

2014–2019 (USD MILLION) 406

TABLE 336 DATA DISCOVERY MARKET SIZE, BY COMPONENT,

2019–2025 (USD MILLION) 406

TABLE 337 DATA DISCOVERY MARKET SIZE, BY SERVICE,2014–2019 (USD MILLION) 407

TABLE 338 DATA DISCOVERY MARKET SIZE, BY SERVICE, 2019–2025 (USD MILLION) 407

TABLE 339 PROFESSIONAL SERVICES: DATA DISCOVERY MARKET SIZE, BY TYPE,

2014–2019 (USD MILLION) 407

TABLE 340 PROFESSIONAL SERVICES: DATA DISCOVERY MARKET SIZE, BY TYPE,

2019–2025 (USD MILLION) 407

14.1.3.4 Data discovery market, by organization size 408

TABLE 341 DATA DISCOVERY MARKET SIZE, BY ORGANIZATION SIZE,

2014–2019 (USD MILLION) 408

TABLE 342 DATA DISCOVERY MARKET SIZE, BY ORGANIZATION SIZE,

2019–2025 (USD MILLION) 408

14.1.3.5 Data discovery market, by deployment mode 409

TABLE 343 DATA DISCOVERY MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION) 409

TABLE 344 DATA DISCOVERY MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION) 409

TABLE 345 CLOUD: DATA DISCOVERY MARKET SIZE, BY TYPE, 2014–2019 (USD MILLION) 409

TABLE 346 CLOUD: DATA DISCOVERY MARKET SIZE, BY TYPE, 2019–2025 (USD MILLION) 410

14.1.3.6 Data discovery market, by functionality 410

TABLE 347 DATA DISCOVERY MARKET SIZE, BY FUNCTIONALITY, 2014–2019 (USD MILLION) 410

TABLE 348 DATA DISCOVERY MARKET SIZE, BY FUNCTIONALITY, 2019–2025 (USD MILLION) 411

14.1.3.7 Data discovery market, by application 411

TABLE 349 DATA DISCOVERY MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION) 411

TABLE 350 DATA DISCOVERY MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION) 412

14.1.3.8 Data discovery market, by vertical 412

TABLE 351 DATA DISCOVERY MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION) 412

TABLE 352 DATA DISCOVERY MARKET SIZE, BY VERTICAL, 2019–2025 (USD MILLION) 413

14.1.3.9 Data discovery market, by region 413

TABLE 353 DATA DISCOVERY MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 413

TABLE 354 DATA DISCOVERY MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 414

15 APPENDIX 415

15.1 DISCUSSION GUIDE 415

15.2 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 423

15.3 AVAILABLE CUSTOMIZATIONS 425

15.4 RELATED REPORTS 425

15.5 AUTHOR DETAILS 426

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