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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

 

 

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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
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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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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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Table of Contents

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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