Data Lakes Market By Offerings {Solutions (Cloud-based, On Premise) and Services (System infrastructure assessment, Security & Governance Strategy, Front-end Integration, Testing & Support, Consulting Services)}, By Tool (Artificial Intelligence, Machine Learning, Business Intelligence, Hadoop & MPP Migration, Others); By Organization Size (Small and Medium Enterprises & Large Enterprises), By End-use (IT, Data Scientists, Data Developers, Business Analysts, Others); By Industry Vertical {Banking, Financial Services and Insurance, IT & telecom, Media & Entertainment, Education, Healthcare, Facility & Maintenance, Retail & E-Commerce, Logistics & Transportation, Manufacturing, Oil & Gas, Government, Others (Hospitality & Travel, etc.)}; By Region (U.S., Canada, Mexico, Rest of North America, France, UK, Germany, Spain, Italy, Nordic Countries, Benelux Union, Rest of Europe, China, Japan, India, New Zealand, Australia, South Korea, Southeast Asia, Rest of Asia Pacific, Saudi Arabia, UAE, Egypt, Kuwait, South Africa, Rest of MEA, Brazil, Argentina, Rest of Latin America) – Global Insights, Growth, Size, Comparative Analysis, Trends and Forecast, 2019 – 2027

Report ID :AMI-271 | Category : Information & Technology | Published Date : September, 2019 | Pages : 402 | Format :PDF

Industry Trends

Nowadays, efficient utilization of data is one of the key factors determining the competitive prowess of an organization. This means that organizations capable of successfully generating business value from their data will definitely have competitive advantage over others. Efficient data utilization enables them to identify, and act upon opportunities for business growth by attracting and retaining customers, boosting productivity, and making informed decisions. This need to store and manage humongous amounts of data is one of the primary factors driving the data lakes market.

A data lake is a centralized repository that stores structured and unstructured data at any scale in unprocessed format. As the data is stored in original format, users can directly run it for different applications including machine learning, predictive analytics, data discovery and profiling to support quick decision making. Businesses across all industries are using data lakes to store and retrieve data. Among different data storage solutions, data lakes are cost effectiveness & less time consuming which is further augmenting the data lakes market.

The popularity of data lakes can be majorly attributed their cost-effectiveness and technological feasibility to meet big data challenges of the digital world. The data lake is capable of capturing and storing raw data at scale for a low cost, storing multiple types of data in the same repository, performing transformations on the data and others. Moreover, speed of data retrieval using data lakes is faster as compared to other storage techniques, making data lakes ideal for more time-bound applications.

With applications across multiple industry verticals, banking, financial services and insurance companies are among the frontrunners in adopting data lakes for improving the efficiency of operations. This industry is customer information intensive as well as highly regulated on every possible front.  As a result, they require unified data that needs to expand further. This need is catered by data lakes. Solutions such as TCS Enterprise Data Lake and Cortex Data Lake are ideal for unified data storage and facilitate data driven decision-making based on actionable insights.

Data lakes have also exhibited their value in other industries undergoing digitization. Energy and utilities sector is witnessing unprecedented data generation owing to factors such as customers equipped with new technologies to manage and control their electricity usage, proliferation of smart meters and grid sensors, the rise of distributed generation resources and others. This data can be utilized for numerous activities such as efficient energy management and reducing electricity theft. For instance, BC Hydro is utilizing EMC Federation data lake initiative for its scale-out storage and the big data analytics of its subsidiary, Pivotal in its modernization project. This project that includes installation of more than 2 million smart meters is expected to curb electricity theft.

Among the regions, North America held the largest market size in the global data lakes market in 2018. The presence of key data lake solution vendors coupled with rise in the demand for big data analytics is expected to fuel the data lakes market in the region.  

In terms of revenue, the data lakes market stood at US$ 2511.65 Mn in 2018 and is expected to reach US$ 37901.32 Mn by 2027 growing at a CAGR of 35.2% over the forecast period. The study analyzes the market in terms of revenue across all the major regions, which is further bifurcated into countries.  

North America, Data Lakes Market Revenue & Forecast, (US$ Million), 2015 – 2027 

Competitive Landscape

The report provides both, qualitative and quantitative research of data lakes market, as well as provides comprehensive insights and favored development methods adopted by the key contenders. The report also offers extensive research on the key players in this market and details on the competitiveness of these players. Key business strategies such as mergers and acquisitions (M&A), affiliations, collaborations, and contracts adopted by these major market participants are also recognized and analyzed in the report. For each company, the report studies their global presence, competitors, service offerings, specification, pricing, and gross margin.

Some of the players operating in the data lakes market are Amazon Web Services, Inc, Capgemini, Datalake Solutions, Dell Inc., Eworks, Google Inc., Huawei Software Technologies Co., Ltd, IBM, Infosys Limited, KPI Partners, Microsoft, SAP SE, Search Technologies, Tata Consultancy Services Limited, US-Analytics, and Zaloni amongst others.

Data Lakes Market:

  • By Offering
    • Solution
      • Cloud
      • On-premise
    • Services
      • System infrastructure assessment
      • Security & Governance Strategy
      • Front-end Integration
      • Testing & Support
      • Consulting Services
      • Others
  • By Tool
    • Artificial Intelligence
    • Machine Learning
    • Business Intelligence
    • Hadoop & MPP Migration
    • Others 
  • By Organization Size
    • Small and Medium Enterprises
    • Large Enterprises 
  • By End Users
    • IT
    • Data Scientists
    • Data Developers
    • Business Analysts
    • Others 
  • By Industry Verticals
    • Banking, Financial Services and Insurance
    • IT & telecom
    • Media & Entertainment
    • Education
    • Healthcare
    • Facility & Maintenance
    • Retail & E-Commerce
    • Logistics & Transportation
    • Manufacturing
    • Oil & Gas
    • Government
    • Others (Hospitality & Travel, etc.) 
  • By Geography
    • North America
      • U.S.
      • Canada
      • Mexico
      • Rest of North America
    • Europe
      • France
      • The UK
      • Spain
      • Germany
      • Italy
        • Nordic Countries
        • Denmark
        • Finland
        • Iceland
        • Sweden
        • Norway
      • Benelux Union
        • Belgium
        • The Netherlands
        • Luxembourg
      • Rest of Europe 
    • Asia Pacific
      • China
      • Japan
      • India
      • New Zealand
      • Australia
      • South Korea
      • Southeast Asia
        • Indonesia
        • Thailand
        • Malaysia
        • Singapore
        • Rest of South Asia
      • Rest of Asia Pacific 
    • Middle East and Africa
      • Saudi Arabia
      • UAE
      • Egypt
      • Kuwait
      • South Africa
      • Rest of Middle East & Africa 
    • Latin America
      • Brazil
      • Argentina
      • Rest of Latin America

1.    Market Scope

1.1.Market Segmentation

1.2.Years Considered

1.2.1. Historic Years: 2015 - 2017

1.2.2. Base Year: 2018

1.2.3. Forecast Years: 2019 – 2027

2.    Key Target Audiences

3.    Research Methodology

3.1.Primary Research

3.1.1. Research Questionnaire

3.1.2. Global Percentage Breakdown

3.1.3. Primary Interviews: Key Opinion Leaders (KOLs)

3.2.Secondary Research

3.2.1. Paid Databases

3.2.2. Secondary Sources

3.3.Market Size Estimates

3.3.1. Top-Down Approach

3.3.2. Bottom-Up Approach

3.4.Data Triangulation Methodology

3.5.Research Assumptions

4.    Recommendations and Insights from AMI’s Perspective**

5.    Holistic Overview of Data Lakes Market

6.    Market Synopsis:  Data Lakes Market

7.    Data Lakes Market Analysis: Qualitative Perspective

7.1.Introduction

7.1.1. Product Definition

7.1.2. Industry Development

7.2.Market Dynamics

7.2.1. Drivers

7.2.2. Restraints

7.2.3. Opportunities

7.2.4. Challenges

7.3.Trends in Data Lakes Market

7.4.Market Determinants Radar Chart

7.5.Macro-Economic and Micro-Economic Indicators: Data Lakes Market

7.6.Industry Gross Margin Overview

7.7.Porter’s Five Force Analysis

8.    Global Data Lakes Market Analysis and Forecasts, 2019 – 2027

8.1.Overview

8.1.1. Global Data Lakes Market Revenue (US$ Mn)

8.2.Global Data Lakes Market Revenue (US$ Mn) and Forecasts, By Offering

8.2.1. Solution (Definition, Market Penetration (2018), Market Estimation (2015 – 2018), Market Forecast (2019 – 2027), Compound Annual Growth Rate (CAGR), Regional Bifurcation (North America, Europe, Asia Pacific, Middle East and Africa, Latin America) and Information on Cloud-based, On-premise)

8.2.1.1.Cloud-based

8.2.1.2.On-premise

8.2.2. Services (Definition, Market Penetration (2018), Market Estimation (2015 – 2018), Market Forecast (2019 – 2027), Compound Annual Growth Rate (CAGR), Regional Bifurcation (North America, Europe, Asia Pacific, Middle East and Africa, Latin America) and Information on System Infrastructure assessment, Security and Governance Strategy, Front-end Integration, Testing and Support, Consulting Services, Others)

8.2.2.1.System Infrastructure assessment

8.2.2.2.Security and Governance Strategy

8.2.2.3.Front-end Integration

8.2.2.4.Testing and Support

8.2.2.5.Consulting Services

8.2.2.6.Others

8.3.Key Segment for Channeling Investments

8.3.1. By Offering

9.    Global Data Lakes Market Analysis and Forecasts, 2019 – 2027

9.1.Overview

9.2.Global Data Lakes Market Revenue (US$ Mn) and Forecasts, By Tool

9.2.1. Artificial Intelligence

9.2.1.1.Definition

9.2.1.2.Market Penetration, 2018

9.2.1.3.Market Estimation, 2015 – 2018

9.2.1.4.Market Forecast, 2019 – 2027

9.2.1.5.Compound Annual Growth Rate (CAGR)

9.2.1.6.Regional Bifurcation

9.2.1.6.1.North America

9.2.1.6.1.1.Market Estimation, 2015 – 2018

9.2.1.6.1.2.Market Forecast, 2019 – 2027

9.2.1.6.2.Europe

9.2.1.6.2.1.Market Estimation, 2015 – 2018

9.2.1.6.2.2.Market Forecast, 2019 – 2027

9.2.1.6.3.Asia Pacific

9.2.1.6.3.1.Market Estimation, 2015 – 2018

9.2.1.6.3.2.Market Forecast, 2019 – 2027

9.2.1.6.4.Middle East and Africa

9.2.1.6.4.1.Market Estimation, 2015 – 2018

9.2.1.6.4.2.Market Forecast, 2019 – 2027

9.2.1.6.5.Latin America

9.2.1.6.5.1.Market Estimation, 2015 – 2018

9.2.1.6.5.2.Market Forecast, 2019 – 2027

9.2.2. Machine Learning

9.2.2.1.Definition

9.2.2.2.Market Penetration, 2018

9.2.2.3.Market Estimation, 2015 – 2018

9.2.2.4.Market Forecast, 2019 – 2027

9.2.2.5.Compound Annual Growth Rate (CAGR)

9.2.2.6.Regional Bifurcation

9.2.2.6.1.North America

9.2.2.6.1.1.Market Estimation, 2015 – 2018

9.2.2.6.1.2.Market Forecast, 2019 – 2027

9.2.2.6.2.Europe

9.2.2.6.2.1.Market Estimation, 2015 – 2018

9.2.2.6.2.2.Market Forecast, 2019 – 2027

9.2.2.6.3.Asia Pacific

9.2.2.6.3.1.Market Estimation, 2015 – 2018

9.2.2.6.3.2.Market Forecast, 2019 – 2027

9.2.2.6.4.Middle East and Africa

9.2.2.6.4.1.Market Estimation, 2015 – 2018

9.2.2.6.4.2.Market Forecast, 2019 – 2027

9.2.2.6.5.Latin America

9.2.2.6.5.1.Market Estimation, 2015 – 2018

9.2.2.6.5.2.Market Forecast, 2019 – 2027

9.2.3. Business Intelligence

9.2.3.1.Definition

9.2.3.2.Market Penetration, 2018

9.2.3.3.Market Estimation, 2015 – 2018

9.2.3.4.Market Forecast, 2019 – 2027

9.2.3.5.Compound Annual Growth Rate (CAGR)

9.2.3.6.Regional Bifurcation

9.2.3.6.1.North America

9.2.3.6.1.1.Market Estimation, 2015 – 2018

9.2.3.6.1.2.Market Forecast, 2019 – 2027

9.2.3.6.2.Europe

9.2.3.6.2.1.Market Estimation, 2015 – 2018

9.2.3.6.2.2.Market Forecast, 2019 – 2027

9.2.3.6.3.Asia Pacific

9.2.3.6.3.1.Market Estimation, 2015 – 2018

9.2.3.6.3.2.Market Forecast, 2019 – 2027

9.2.3.6.4.Middle East and Africa

9.2.3.6.4.1.Market Estimation, 2015 – 2018

9.2.3.6.4.2.Market Forecast, 2019 – 2027

9.2.3.6.5.Latin America

9.2.3.6.5.1.Market Estimation, 2015 – 2018

9.2.3.6.5.2.Market Forecast, 2019 – 2027

9.2.4. Hadoop and MPP Migration

9.2.4.1.Definition

9.2.4.2.Market Penetration, 2018

9.2.4.3.Market Estimation, 2015 – 2018

9.2.4.4.Market Forecast, 2019 – 2027

9.2.4.5.Compound Annual Growth Rate (CAGR)

9.2.4.6.Regional Bifurcation

9.2.4.6.1.North America

9.2.4.6.1.1.Market Estimation, 2015 – 2018

9.2.4.6.1.2.Market Forecast, 2019 – 2027

9.2.4.6.2.Europe

9.2.4.6.2.1.Market Estimation, 2015 – 2018

9.2.4.6.2.2.Market Forecast, 2019 – 2027

9.2.4.6.3.Asia Pacific

9.2.4.6.3.1.Market Estimation, 2015 – 2018

9.2.4.6.3.2.Market Forecast, 2019 – 2027

9.2.4.6.4.Middle East and Africa

9.2.4.6.4.1.Market Estimation, 2015 – 2018

9.2.4.6.4.2.Market Forecast, 2019 – 2027

9.2.4.6.5.Latin America

9.2.4.6.5.1.Market Estimation, 2015 – 2018

9.2.4.6.5.2.Market Forecast, 2019 – 2027

9.2.5. Others

9.2.5.1.Definition

9.2.5.2.Market Penetration, 2018

9.2.5.3.Market Estimation, 2015 – 2018

9.2.5.4.Market Forecast, 2019 – 2027

9.2.5.5.Compound Annual Growth Rate (CAGR)

9.2.5.6.Regional Bifurcation

9.2.5.6.1.North America

9.2.5.6.1.1.Market Estimation, 2015 – 2018

9.2.5.6.1.2.Market Forecast, 2019 – 2027

9.2.5.6.2.Europe

9.2.5.6.2.1.Market Estimation, 2015 – 2018

9.2.5.6.2.2.Market Forecast, 2019 – 2027

9.2.5.6.3.Asia Pacific

9.2.5.6.3.1.Market Estimation, 2015 – 2018

9.2.5.6.3.2.Market Forecast, 2019 – 2027

9.2.5.6.4.Middle East and Africa

9.2.5.6.4.1.Market Estimation, 2015 – 2018

9.2.5.6.4.2.Market Forecast, 2019 – 2027

9.2.5.6.5.Latin America

9.2.5.6.5.1.Market Estimation, 2015 – 2018

9.2.5.6.5.2.Market Forecast, 2019 – 2027

9.3.Key Segment for Channeling Investments

9.3.1. By Tool

10. Global Data Lakes Market Analysis and Forecasts, 2019 – 2027

10.1.Overview

10.2.Global Data Lakes Market Revenue (US$ Mn) and Forecasts, By Organization Size

10.2.1. Small and Medium Enterprises

10.2.1.1.Definition

10.2.1.2.Market Penetration, 2018

10.2.1.3.Market Estimation, 2015 – 2018

10.2.1.4.Market Forecast, 2019 – 2027

10.2.1.5.Compound Annual Growth Rate (CAGR)

10.2.1.6.Regional Bifurcation

10.2.1.6.1.North America

10.2.1.6.1.1.Market Estimation, 2015 – 2018

10.2.1.6.1.2.Market Forecast, 2019 – 2027

10.2.1.6.2.Europe

10.2.1.6.2.1.Market Estimation, 2015 – 2018

10.2.1.6.2.2.Market Forecast, 2019 – 2027

10.2.1.6.3.Asia Pacific

10.2.1.6.3.1.Market Estimation, 2015 – 2018

10.2.1.6.3.2.Market Forecast, 2019 – 2027

10.2.1.6.4.Middle East and Africa

10.2.1.6.4.1.Market Estimation, 2015 – 2018

10.2.1.6.4.2.Market Forecast, 2019 – 2027

10.2.1.6.5.Latin America

10.2.1.6.5.1.Market Estimation, 2015 – 2018

10.2.1.6.5.2.Market Forecast, 2019 – 2027

10.2.2. Large Enterprises

10.2.2.1.Definition

10.2.2.2.Market Penetration, 2018

10.2.2.3.Market Estimation, 2015 – 2018

10.2.2.4.Market Forecast, 2019 – 2027

10.2.2.5.Compound Annual Growth Rate (CAGR)

10.2.2.6.Regional Bifurcation

10.2.2.6.1.North America

10.2.2.6.1.1.Market Estimation, 2015 – 2018

10.2.2.6.1.2.Market Forecast, 2019 – 2027

10.2.2.6.2.Europe

10.2.2.6.2.1.Market Estimation, 2015 – 2018

10.2.2.6.2.2.Market Forecast, 2019 – 2027

10.2.2.6.3.Asia Pacific

10.2.2.6.3.1.Market Estimation, 2015 – 2018

10.2.2.6.3.2.Market Forecast, 2019 – 2027

10.2.2.6.4.Middle East and Africa

10.2.2.6.4.1.Market Estimation, 2015 – 2018

10.2.2.6.4.2.Market Forecast, 2019 – 2027

10.2.2.6.5.Latin America

10.2.2.6.5.1.Market Estimation, 2015 – 2018

10.2.2.6.5.2.Market Forecast, 2019 – 2027

10.3.Key Segment for Channeling Investments

10.3.1. By Organization Size

11. Global Data Lakes Market Analysis and Forecasts, 2019 – 2027

11.1.Overview

11.2.Global Data Lakes Market Revenue (US$ Mn) and Forecasts, By End Users

11.2.1. IT

11.2.1.1.Definition

11.2.1.2.Market Penetration, 2018

11.2.1.3.Market Estimation, 2015 – 2018

11.2.1.4.Market Forecast, 2019 – 2027

11.2.1.5.Compound Annual Growth Rate (CAGR)

11.2.1.6.Regional Bifurcation

11.2.1.6.1.North America

11.2.1.6.1.1.Market Estimation, 2015 – 2018

11.2.1.6.1.2.Market Forecast, 2019 – 2027

11.2.1.6.2.Europe

11.2.1.6.2.1.Market Estimation, 2015 – 2018

11.2.1.6.2.2.Market Forecast, 2019 – 2027

11.2.1.6.3.Asia Pacific

11.2.1.6.3.1.Market Estimation, 2015 – 2018

11.2.1.6.3.2.Market Forecast, 2019 – 2027

11.2.1.6.4.Middle East and Africa

11.2.1.6.4.1.Market Estimation, 2015 – 2018

11.2.1.6.4.2.Market Forecast, 2019 – 2027

11.2.1.6.5.Latin America

11.2.1.6.5.1.Market Estimation, 2015 – 2018

11.2.1.6.5.2.Market Forecast, 2019 – 2027

11.2.2. Data Scientists

11.2.2.1.Definition

11.2.2.2.Market Penetration, 2018

11.2.2.3.Market Estimation, 2015 – 2018

11.2.2.4.Market Forecast, 2019 – 2027

11.2.2.5.Compound Annual Growth Rate (CAGR)

11.2.2.6.Regional Bifurcation

11.2.2.6.1.North America

11.2.2.6.1.1.Market Estimation, 2015 – 2018

11.2.2.6.1.2.Market Forecast, 2019 – 2027

11.2.2.6.2.Europe

11.2.2.6.2.1.Market Estimation, 2015 – 2018

11.2.2.6.2.2.Market Forecast, 2019 – 2027

11.2.2.6.3.Asia Pacific

11.2.2.6.3.1.Market Estimation, 2015 – 2018

11.2.2.6.3.2.Market Forecast, 2019 – 2027

11.2.2.6.4.Middle East and Africa

11.2.2.6.4.1.Market Estimation, 2015 – 2018

11.2.2.6.4.2.Market Forecast, 2019 – 2027

11.2.2.6.5.Latin America

11.2.2.6.5.1.Market Estimation, 2015 – 2018

11.2.2.6.5.2.Market Forecast, 2019 – 2027

11.2.3. Data Developers

11.2.3.1.Definition

11.2.3.2.Market Penetration, 2018

11.2.3.3.Market Estimation, 2015 – 2018

11.2.3.4.Market Forecast, 2019 – 2027

11.2.3.5.Compound Annual Growth Rate (CAGR)

11.2.3.6.Regional Bifurcation

11.2.3.6.1.North America

11.2.3.6.1.1.Market Estimation, 2015 – 2018

11.2.3.6.1.2.Market Forecast, 2019 – 2027

11.2.3.6.2.Europe

11.2.3.6.2.1.Market Estimation, 2015 – 2018

11.2.3.6.2.2.Market Forecast, 2019 – 2027

11.2.3.6.3.Asia Pacific

11.2.3.6.3.1.Market Estimation, 2015 – 2018

11.2.3.6.3.2.Market Forecast, 2019 – 2027

11.2.3.6.4.Middle East and Africa

11.2.3.6.4.1.Market Estimation, 2015 – 2018

11.2.3.6.4.2.Market Forecast, 2019 – 2027

11.2.3.6.5.Latin America

11.2.3.6.5.1.Market Estimation, 2015 – 2018

11.2.3.6.5.2.Market Forecast, 2019 – 2027

11.2.4. Business Analysts

11.2.4.1.Definition

11.2.4.2.Market Penetration, 2018

11.2.4.3.Market Estimation, 2015 – 2018

11.2.4.4.Market Forecast, 2019 – 2027

11.2.4.5.Compound Annual Growth Rate (CAGR)

11.2.4.6.Regional Bifurcation

11.2.4.6.1.North America

11.2.4.6.1.1.Market Estimation, 2015 – 2018

11.2.4.6.1.2.Market Forecast, 2019 – 2027

11.2.4.6.2.Europe

11.2.4.6.2.1.Market Estimation, 2015 – 2018

11.2.4.6.2.2.Market Forecast, 2019 – 2027

11.2.4.6.3.Asia Pacific

11.2.4.6.3.1.Market Estimation, 2015 – 2018

11.2.4.6.3.2.Market Forecast, 2019 – 2027

11.2.4.6.4.Middle East and Africa

11.2.4.6.4.1.Market Estimation, 2015 – 2018

11.2.4.6.4.2.Market Forecast, 2019 – 2027

11.2.4.6.5.Latin America

11.2.4.6.5.1.Market Estimation, 2015 – 2018

11.2.4.6.5.2.Market Forecast, 2019 – 2027

11.2.5. Others

11.2.5.1.Definition

11.2.5.2.Market Penetration, 2018

11.2.5.3.Market Estimation, 2015 – 2018

11.2.5.4.Market Forecast, 2019 – 2027

11.2.5.5.Compound Annual Growth Rate (CAGR)

11.2.5.6.Regional Bifurcation

11.2.5.6.1.North America

11.2.5.6.1.1.Market Estimation, 2015 – 2018

11.2.5.6.1.2.Market Forecast, 2019 – 2027

11.2.5.6.2.Europe

11.2.5.6.2.1.Market Estimation, 2015 – 2018

11.2.5.6.2.2.Market Forecast, 2019 – 2027

11.2.5.6.3.Asia Pacific

11.2.5.6.3.1.Market Estimation, 2015 – 2018

11.2.5.6.3.2.Market Forecast, 2019 – 2027

11.2.5.6.4.Middle East and Africa

11.2.5.6.4.1.Market Estimation, 2015 – 2018

11.2.5.6.4.2.Market Forecast, 2019 – 2027

11.2.5.6.5.Latin America

11.2.5.6.5.1.Market Estimation, 2015 – 2018

11.2.5.6.5.2.Market Forecast, 2019 – 2027

11.3.Key Segment for Channeling Investments

11.3.1. By End Users

12. Global Data Lakes Market Analysis and Forecasts, 2019 – 2027

12.1.Overview

12.2.Global Data Lakes Market Revenue (US$ Mn) and Forecasts, By Industry Verticals

12.2.1. Banking, Financial Services and Insurance

12.2.1.1.Definition

12.2.1.2.Market Penetration, 2018

12.2.1.3.Market Estimation, 2015 – 2018

12.2.1.4.Market Forecast, 2019 – 2027

12.2.1.5.Compound Annual Growth Rate (CAGR)

12.2.1.6.Regional Bifurcation

12.2.1.6.1.North America

12.2.1.6.1.1.Market Estimation, 2015 – 2018

12.2.1.6.1.2.Market Forecast, 2019 – 2027

12.2.1.6.2.Europe

12.2.1.6.2.1.Market Estimation, 2015 – 2018

12.2.1.6.2.2.Market Forecast, 2019 – 2027

12.2.1.6.3.Asia Pacific

12.2.1.6.3.1.Market Estimation, 2015 – 2018

12.2.1.6.3.2.Market Forecast, 2019 – 2027

12.2.1.6.4.Middle East and Africa

12.2.1.6.4.1.Market Estimation, 2015 – 2018

12.2.1.6.4.2.Market Forecast, 2019 – 2027

12.2.1.6.5.Latin America

12.2.1.6.5.1.Market Estimation, 2015 – 2018

12.2.1.6.5.2.Market Forecast, 2019 – 2027

12.2.2. IT and Telecom

12.2.2.1.Definition

12.2.2.2.Market Penetration, 2018

12.2.2.3.Market Estimation, 2015 – 2018

12.2.2.4.Market Forecast, 2019 – 2027

12.2.2.5.Compound Annual Growth Rate (CAGR)

12.2.2.6.Regional Bifurcation

12.2.2.6.1.North America

12.2.2.6.1.1.Market Estimation, 2015 – 2018

12.2.2.6.1.2.Market Forecast, 2019 – 2027

12.2.2.6.2.Europe

12.2.2.6.2.1.Market Estimation, 2015 – 2018

12.2.2.6.2.2.Market Forecast, 2019 – 2027

12.2.2.6.3.Asia Pacific

12.2.2.6.3.1.Market Estimation, 2015 – 2018

12.2.2.6.3.2.Market Forecast, 2019 – 2027

12.2.2.6.4.Middle East and Africa

12.2.2.6.4.1.Market Estimation, 2015 – 2018

12.2.2.6.4.2.Market Forecast, 2019 – 2027

12.2.2.6.5.Latin America

12.2.2.6.5.1.Market Estimation, 2015 – 2018

12.2.2.6.5.2.Market Forecast, 2019 – 2027

12.2.3. Media and Entertainment

12.2.3.1.Definition

12.2.3.2.Market Penetration, 2018

12.2.3.3.Market Estimation, 2015 – 2018

12.2.3.4.Market Forecast, 2019 – 2027

12.2.3.5.Compound Annual Growth Rate (CAGR)

12.2.3.6.Regional Bifurcation

12.2.3.6.1.North America

12.2.3.6.1.1.Market Estimation, 2015 – 2018

12.2.3.6.1.2.Market Forecast, 2019 – 2027

12.2.3.6.2.Europe

12.2.3.6.2.1.Market Estimation, 2015 – 2018

12.2.3.6.2.2.Market Forecast, 2019 – 2027

12.2.3.6.3.Asia Pacific

12.2.3.6.3.1.Market Estimation, 2015 – 2018

12.2.3.6.3.2.Market Forecast, 2019 – 2027

12.2.3.6.4.Middle East and Africa

12.2.3.6.4.1.Market Estimation, 2015 – 2018

12.2.3.6.4.2.Market Forecast, 2019 – 2027

12.2.3.6.5.Latin America

12.2.3.6.5.1.Market Estimation, 2015 – 2018

12.2.3.6.5.2.Market Forecast, 2019 – 2027

12.2.4. Education

12.2.4.1.Definition

12.2.4.2.Market Penetration, 2018

12.2.4.3.Market Estimation, 2015 – 2018

12.2.4.4.Market Forecast, 2019 – 2027

12.2.4.5.Compound Annual Growth Rate (CAGR)

12.2.4.6.Regional Bifurcation

12.2.4.6.1.North America

12.2.4.6.1.1.Market Estimation, 2015 – 2018

12.2.4.6.1.2.Market Forecast, 2019 – 2027

12.2.4.6.2.Europe

12.2.4.6.2.1.Market Estimation, 2015 – 2018

12.2.4.6.2.2.Market Forecast, 2019 – 2027

12.2.4.6.3.Asia Pacific

12.2.4.6.3.1.Market Estimation, 2015 – 2018

12.2.4.6.3.2.Market Forecast, 2019 – 2027

12.2.4.6.4.Middle East and Africa

12.2.4.6.4.1.Market Estimation, 2015 – 2018

12.2.4.6.4.2.Market Forecast, 2019 – 2027

12.2.4.6.5.Latin America

12.2.4.6.5.1.Market Estimation, 2015 – 2018

12.2.4.6.5.2.Market Forecast, 2019 – 2027

12.2.5. Healthcare

12.2.5.1.Definition

12.2.5.2.Market Penetration, 2018

12.2.5.3.Market Estimation, 2015 – 2018

12.2.5.4.Market Forecast, 2019 – 2027

12.2.5.5.Compound Annual Growth Rate (CAGR)

12.2.5.6.Regional Bifurcation

12.2.5.6.1.North America

12.2.5.6.1.1.Market Estimation, 2015 – 2018

12.2.5.6.1.2.Market Forecast, 2019 – 2027

12.2.5.6.2.Europe

12.2.5.6.2.1.Market Estimation, 2015 – 2018

12.2.5.6.2.2.Market Forecast, 2019 – 2027

12.2.5.6.3.Asia Pacific

12.2.5.6.3.1.Market Estimation, 2015 – 2018

12.2.5.6.3.2.Market Forecast, 2019 – 2027

12.2.5.6.4.Middle East and Africa

12.2.5.6.4.1.Market Estimation, 2015 – 2018

12.2.5.6.4.2.Market Forecast, 2019 – 2027

12.2.5.6.5.Latin America

12.2.5.6.5.1.Market Estimation, 2015 – 2018

12.2.5.6.5.2.Market Forecast, 2019 – 2027

12.2.6. Facility and Maintenance

12.2.6.1.Definition

12.2.6.2.Market Penetration, 2018

12.2.6.3.Market Estimation, 2015 – 2018

12.2.6.4.Market Forecast, 2019 – 2027

12.2.6.5.Compound Annual Growth Rate (CAGR)

12.2.6.6.Regional Bifurcation

12.2.6.6.1.North America

12.2.6.6.1.1.Market Estimation, 2015 – 2018

12.2.6.6.1.2.Market Forecast, 2019 – 2027

12.2.6.6.2.Europe

12.2.6.6.2.1.Market Estimation, 2015 – 2018

12.2.6.6.2.2.Market Forecast, 2019 – 2027

12.2.6.6.3.Asia Pacific

12.2.6.6.3.1.Market Estimation, 2015 – 2018

12.2.6.6.3.2.Market Forecast, 2019 – 2027

12.2.6.6.4.Middle East and Africa

12.2.6.6.4.1.Market Estimation, 2015 – 2018

12.2.6.6.4.2.Market Forecast, 2019 – 2027

12.2.6.6.5.Latin America

12.2.6.6.5.1.Market Estimation, 2015 – 2018

12.2.6.6.5.2.Market Forecast, 2019 – 2027

12.2.7. Retail and E-Commerce

12.2.7.1.Definition

12.2.7.2.Market Penetration, 2018

12.2.7.3.Market Estimation, 2015 – 2018

12.2.7.4.Market Forecast, 2019 – 2027

12.2.7.5.Compound Annual Growth Rate (CAGR)

12.2.7.6.Regional Bifurcation

12.2.7.6.1.North America

12.2.7.6.1.1.Market Estimation, 2015 – 2018

12.2.7.6.1.2.Market Forecast, 2019 – 2027

12.2.7.6.2.Europe

12.2.7.6.2.1.Market Estimation, 2015 – 2018

12.2.7.6.2.2.Market Forecast, 2019 – 2027

12.2.7.6.3.Asia Pacific

12.2.7.6.3.1.Market Estimation, 2015 – 2018

12.2.7.6.3.2.Market Forecast, 2019 – 2027

12.2.7.6.4.Middle East and Africa

12.2.7.6.4.1.Market Estimation, 2015 – 2018

12.2.7.6.4.2.Market Forecast, 2019 – 2027

12.2.7.6.5.Latin America

12.2.7.6.5.1.Market Estimation, 2015 – 2018

12.2.7.6.5.2.Market Forecast, 2019 – 2027

12.2.8. Logistics and Transportation

12.2.8.1.Definition

12.2.8.2.Market Penetration, 2018

12.2.8.3.Market Estimation, 2015 – 2018

12.2.8.4.Market Forecast, 2019 – 2027

12.2.8.5.Compound Annual Growth Rate (CAGR)

12.2.8.6.Regional Bifurcation

12.2.8.6.1.North America

12.2.8.6.1.1.Market Estimation, 2015 – 2018

12.2.8.6.1.2.Market Forecast, 2019 – 2027

12.2.8.6.2.Europe

12.2.8.6.2.1.Market Estimation, 2015 – 2018

12.2.8.6.2.2.Market Forecast, 2019 – 2027

12.2.8.6.3.Asia Pacific

12.2.8.6.3.1.Market Estimation, 2015 – 2018

12.2.8.6.3.2.Market Forecast, 2019 – 2027

12.2.8.6.4.Middle East and Africa

12.2.8.6.4.1.Market Estimation, 2015 – 2018

12.2.8.6.4.2.Market Forecast, 2019 – 2027

12.2.8.6.5.Latin America

12.2.8.6.5.1.Market Estimation, 2015 – 2018

12.2.8.6.5.2.Market Forecast, 2019 – 2027

12.2.9. Manufacturing

12.2.9.1.Definition

12.2.9.2.Market Penetration, 2018

12.2.9.3.Market Estimation, 2015 – 2018

12.2.9.4.Market Forecast, 2019 – 2027

12.2.9.5.Compound Annual Growth Rate (CAGR)

12.2.9.6.Regional Bifurcation

12.2.9.6.1.North America

12.2.9.6.1.1.Market Estimation, 2015 – 2018

12.2.9.6.1.2.Market Forecast, 2019 – 2027

12.2.9.6.2.Europe

12.2.9.6.2.1.Market Estimation, 2015 – 2018

12.2.9.6.2.2.Market Forecast, 2019 – 2027

12.2.9.6.3.Asia Pacific

12.2.9.6.3.1.Market Estimation, 2015 – 2018

12.2.9.6.3.2.Market Forecast, 2019 – 2027

12.2.9.6.4.Middle East and Africa

12.2.9.6.4.1.Market Estimation, 2015 – 2018

12.2.9.6.4.2.Market Forecast, 2019 – 2027

12.2.9.6.5.Latin America

12.2.9.6.5.1.Market Estimation, 2015 – 2018

12.2.9.6.5.2.Market Forecast, 2019 – 2027

12.2.10. Oil and Gas

12.2.10.1.Definition

12.2.10.2.Market Penetration, 2018

12.2.10.3.Market Estimation, 2015 – 2018

12.2.10.4.Market Forecast, 2019 – 2027

12.2.10.5.Compound Annual Growth Rate (CAGR)

12.2.10.6.Regional Bifurcation

12.2.10.6.1.North America

12.2.10.6.1.1.Market Estimation, 2015 – 2018

12.2.10.6.1.2.Market Forecast, 2019 – 2027

12.2.10.6.2.Europe

12.2.10.6.2.1.Market Estimation, 2015 – 2018

12.2.10.6.2.2.Market Forecast, 2019 – 2027

12.2.10.6.3.Asia Pacific

12.2.10.6.3.1.Market Estimation, 2015 – 2018

12.2.10.6.3.2.Market Forecast, 2019 – 2027

12.2.10.6.4.Middle East and Africa

12.2.10.6.4.1.Market Estimation, 2015 – 2018

12.2.10.6.4.2.Market Forecast, 2019 – 2027

12.2.10.6.5.Latin America

12.2.10.6.5.1.Market Estimation, 2015 – 2018

12.2.10.6.5.2.Market Forecast, 2019 – 2027

12.2.11. Government

12.2.11.1.Definition

12.2.11.2.Market Penetration, 2018

12.2.11.3.Market Estimation, 2015 – 2018

12.2.11.4.Market Forecast, 2019 – 2027

12.2.11.5.Compound Annual Growth Rate (CAGR)

12.2.11.6.Regional Bifurcation

12.2.11.6.1.North America

12.2.11.6.1.1.Market Estimation, 2015 – 2018

12.2.11.6.1.2.Market Forecast, 2019 – 2027

12.2.11.6.2.Europe

12.2.11.6.2.1.Market Estimation, 2015 – 2018

12.2.11.6.2.2.Market Forecast, 2019 – 2027

12.2.11.6.3.Asia Pacific

12.2.11.6.3.1.Market Estimation, 2015 – 2018

12.2.11.6.3.2.Market Forecast, 2019 – 2027

12.2.11.6.4.Middle East and Africa

12.2.11.6.4.1.Market Estimation, 2015 – 2018

12.2.11.6.4.2.Market Forecast, 2019 – 2027

12.2.11.6.5.Latin America

12.2.11.6.5.1.Market Estimation, 2015 – 2018

12.2.11.6.5.2.Market Forecast, 2019 – 2027

12.2.12. Others (Hospitality and Travel, etc.)

12.2.12.1.Definition

12.2.12.2.Market Penetration, 2018

12.2.12.3.Market Estimation, 2015 – 2018

12.2.12.4.Market Forecast, 2019 – 2027

12.2.12.5.Compound Annual Growth Rate (CAGR)

12.2.12.6.Regional Bifurcation

12.2.12.6.1.North America

12.2.12.6.1.1.Market Estimation, 2015 – 2018

12.2.12.6.1.2.Market Forecast, 2019 – 2027

12.2.12.6.2.Europe

12.2.12.6.2.1.Market Estimation, 2015 – 2018

12.2.12.6.2.2.Market Forecast, 2019 – 2027

12.2.12.6.3.Asia Pacific

12.2.12.6.3.1.Market Estimation, 2015 – 2018

12.2.12.6.3.2.Market Forecast, 2019 – 2027

12.2.12.6.4.Middle East and Africa

12.2.12.6.4.1.Market Estimation, 2015 – 2018

12.2.12.6.4.2.Market Forecast, 2019 – 2027

12.2.12.6.5.Latin America

12.2.12.6.5.1.Market Estimation, 2015 – 2018

12.2.12.6.5.2.Market Forecast, 2019 – 2027

12.3.Key Segment for Channeling Investments

12.3.1. By Industry Verticals

13. North America Data Lakes Market Analysis and Forecasts, 2019 - 2027

13.1.Overview

13.1.1. North America Data Lakes Market Revenue (US$ Mn)

13.2.North America Data Lakes Market Revenue (US$ Mn) and Forecasts, By Offering

13.2.1. Solution

13.2.1.1.Cloud-based

13.2.1.2.On-premise

13.2.2. Services

13.2.2.1.System Infrastructure assessment

13.2.2.2.Security and Governance Strategy

13.2.2.3.Front-end Integration

13.2.2.4.Testing and Support

13.2.2.5.Consulting Services

13.2.2.6.Others

13.3.North America Data Lakes Market Revenue (US$ Mn) and Forecasts, By Tool

13.3.1. Artificial Intelligence

13.3.2. Machine Learning

13.3.3. Business Intelligence

13.3.4. Hadoop and MPP Migration

13.3.5. Others

13.4.North America Data Lakes Market Revenue (US$ Mn) and Forecasts, By Organization Size

13.4.1. Small and Medium Enterprises

13.4.2. Large Enterprises

13.5.North America Data Lakes Market Revenue (US$ Mn) and Forecasts, By End Users

13.5.1. IT

13.5.2. Data Scientists

13.5.3. Data Developers

13.5.4. Business Analysts

13.5.5. Others

13.6.North America Data Lakes Market Revenue (US$ Mn) and Forecasts, By Industry Verticals

13.6.1. Banking, Financial Services and Insurance

13.6.2. IT and Telecom

13.6.3. Media and Entertainment

13.6.4. Education

13.6.5. Healthcare

13.6.6. Facility and Maintenance

13.6.7. Retail and E-Commerce

13.6.8. Logistics and Transportation

13.6.9. Manufacturing

13.6.10. Oil and Gas

13.6.11. Government

13.6.12. Others (Hospitality and Travel, etc.)

13.7.North America Data Lakes Market Revenue (US$ Mn) and Forecasts, By Country

13.7.1. U.S

13.7.1.1.U.S Data Lakes Market Revenue (US$ Mn) and Forecasts, By Offering

13.7.1.1.1.Solution

13.7.1.1.1.1.Cloud-based

13.7.1.1.1.2.On-premise

13.7.1.1.2.Services

13.7.1.1.2.1.System Infrastructure assessment

13.7.1.1.2.2.Security and Governance Strategy

13.7.1.1.2.3.Front-end Integration

13.7.1.1.2.4.Testing and Support

13.7.1.1.2.5.Consulting Services

13.7.1.1.2.6.Others

13.7.1.2.U.S Data Lakes Market Revenue (US$ Mn) and Forecasts, By Tool

13.7.1.2.1.Artificial Intelligence

13.7.1.2.2.Machine Learning

13.7.1.2.3.Business Intelligence

13.7.1.2.4.Hadoop and MPP Migration

13.7.1.2.5.Others

13.7.1.3.U.S Data Lakes Market Revenue (US$ Mn) and Forecasts, By Organization Size

13.7.1.3.1.Small and Medium Enterprises

13.7.1.3.2.Large Enterprises

13.7.1.4.U.S Data Lakes Market Revenue (US$ Mn) and Forecasts, By End Users

13.7.1.4.1.IT

13.7.1.4.2.Data Scientists

13.7.1.4.3.Data Developers

13.7.1.4.4.Business Analysts

13.7.1.4.5.Others

13.7.1.5.U.S Data Lakes Market Revenue (US$ Mn) and Forecasts, By Industry Verticals

13.7.1.5.1.Banking, Financial Services and Insurance

13.7.1.5.2.IT and Telecom

13.7.1.5.3.Media and Entertainment

13.7.1.5.4.Education

13.7.1.5.5.Healthcare

13.7.1.5.6.Facility and Maintenance

13.7.1.5.7.Retail and E-Commerce

13.7.1.5.8.Logistics and Transportation

13.7.1.5.9.Manufacturing

13.7.1.5.10.Oil and Gas

13.7.1.5.11.Government

13.7.1.5.12.Others (Hospitality and Travel, etc.)

13.7.2. Canada

13.7.2.1.Canada Data Lakes Market Revenue (US$ Mn) and Forecasts, By Offering

13.7.2.1.1.Solution

13.7.2.1.1.1.Cloud-based

13.7.2.1.1.2.On-premise

13.7.2.1.2.Services

13.7.2.1.2.1.System Infrastructure assessment

13.7.2.1.2.2.Security and Governance Strategy

13.7.2.1.2.3.Front-end Integration

13.7.2.1.2.4.Testing and Support

13.7.2.1.2.5.Consulting Services

13.7.2.1.2.6.Others

13.7.2.2.Canada Data Lakes Market Revenue (US$ Mn) and Forecasts, By Tool

13.7.2.2.1.Artificial Intelligence

13.7.2.2.2.Machine Learning

13.7.2.2.3.Business Intelligence

13.7.2.2.4.Hadoop and MPP Migration

13.7.2.2.5.Others

13.7.2.3.Canada Data Lakes Market Revenue (US$ Mn) and Forecasts, By Organization Size

13.7.2.3.1.Small and Medium Enterprises

13.7.2.3.2.Large Enterprises

13.7.2.4.Canada Data Lakes Market Revenue (US$ Mn) and Forecasts, By End Users

13.7.2.4.1.IT

13.7.2.4.2.Data Scientists

13.7.2.4.3.Data Developers

13.7.2.4.4.Business Analysts

13.7.2.4.5.Others

13.7.2.5.Canada Data Lakes Market Revenue (US$ Mn) and Forecasts, By Industry Verticals

13.7.2.5.1.Banking, Financial Services and Insurance

13.7.2.5.2.IT and Telecom

13.7.2.5.3.Media and Entertainment

13.7.2.5.4.Education

13.7.2.5.5.Healthcare

13.7.2.5.6.Facility and Maintenance

13.7.2.5.7.Retail and E-Commerce

13.7.2.5.8.Logistics and Transportation

13.7.2.5.9.Manufacturing

13.7.2.5.10.Oil and Gas

13.7.2.5.11.Government

13.7.2.5.12.Others (Hospitality and Travel, etc.)

13.7.3. Mexico

13.7.3.1.Mexico Data Lakes Market Revenue (US$ Mn) and Forecasts, By Offering

13.7.3.1.1.Solution

13.7.3.1.1.1.Cloud-based

13.7.3.1.1.2.On-premise

13.7.3.1.2.Services

13.7.3.1.2.1.System Infrastructure assessment

13.7.3.1.2.2.Security and Governance Strategy

13.7.3.1.2.3.Front-end Integration

13.7.3.1.2.4.Testing and Support

13.7.3.1.2.5.Consulting Services

13.7.3.1.2.6.Others

13.7.3.2.Mexico Data Lakes Market Revenue (US$ Mn) and Forecasts, By Tool

13.7.3.2.1.Artificial Intelligence

13.7.3.2.2.Machine Learning

13.7.3.2.3.Business Intelligence

13.7.3.2.4.Hadoop and MPP Migration

13.7.3.2.5.Others

13.7.3.3.Mexico Data Lakes Market Revenue (US$ Mn) and Forecasts, By Organization Size

13.7.3.3.1.Small and Medium Enterprises

13.7.3.3.2.Large Enterprises

13.7.3.4.Mexico Data Lakes Market Revenue (US$ Mn) and Forecasts, By End Users

13.7.3.4.1.IT

13.7.3.4.2.Data Scientists

13.7.3.4.3.Data Developers

13.7.3.4.4.Business Analysts

13.7.3.4.5.Others

13.7.3.5.Mexico Data Lakes Market Revenue (US$ Mn) and Forecasts, By Industry Verticals

13.7.3.5.1.Banking, Financial Services and Insurance

13.7.3.5.2.IT and Telecom

13.7.3.5.3.Media and Entertainment

13.7.3.5.4.Education

13.7.3.5.5.Healthcare

13.7.3.5.6.Facility and Maintenance

13.7.3.5.7.Retail and E-Commerce

13.7.3.5.8.Logistics and Transportation

13.7.3.5.9.Manufacturing

13.7.3.5.10.Oil and Gas

13.7.3.5.11.Government

13.7.3.5.12.Others (Hospitality and Travel, etc.)

13.7.4. Rest of North America

13.7.4.1.Rest of North America Data Lakes Market Revenue (US$ Mn) and Forecasts, By Offering

13.7.4.1.1.Solution

13.7.4.1.1.1.Cloud-based

13.7.4.1.1.2.On-premise

13.7.4.1.2.Services

13.7.4.1.2.1.System Infrastructure assessment

13.7.4.1.2.2.Security and Governance Strategy

13.7.4.1.2.3.Front-end Integration

13.7.4.1.2.4.Testing and Support

13.7.4.1.2.5.Consulting Services

13.7.4.1.2.6.Others

13.7.4.2.Rest of North America Data Lakes Market Revenue (US$ Mn) and Forecasts, By Tool

13.7.4.2.1.Artificial Intelligence

13.7.4.2.2.Machine Learning

13.7.4.2.3.Business Intelligence

13.7.4.2.4.Hadoop and MPP Migration

13.7.4.2.5.Others

13.7.4.3.Rest of North America Data Lakes Market Revenue (US$ Mn) and Forecasts, By Organization Size

13.7.4.3.1.Small and Medium Enterprises

13.7.4.3.2.Large Enterprises

13.7.4.4.Rest of North America Data Lakes Market Revenue (US$ Mn) and Forecasts, By End Users

13.7.4.4.1.IT

13.7.4.4.2.Data Scientists

13.7.4.4.3.Data Developers

13.7.4.4.4.Business Analysts

13.7.4.4.5.Others

13.7.4.5.Rest of North America Data Lakes Market Revenue (US$ Mn) and Forecasts, By Industry Verticals

13.7.4.5.1.Banking, Financial Services and Insurance

13.7.4.5.2.IT and Telecom

13.7.4.5.3.Media and Entertainment

13.7.4.5.4.Education

13.7.4.5.5.Healthcare

13.7.4.5.6.Facility and Maintenance

13.7.4.5.7.Retail and E-Commerce

13.7.4.5.8.Logistics and Transportation

13.7.4.5.9.Manufacturing

13.7.4.5.10.Oil and Gas

13.7.4.5.11.Government

13.7.4.5.12.Others (Hospitality and Travel, etc.)

13.8.Key Segment for Channeling Investments

13.8.1. By Country

13.8.2. By Offering

13.8.3. By Tool

13.8.4. By Organization Size

13.8.5. By End Users

13.8.6. By Industry Verticals

14. Europe Data Lakes Market Analysis and Forecasts, 2019 - 2027

14.1.Overview

14.1.1. Europe Data Lakes Market Revenue (US$ Mn)

14.2.Europe Data Lakes Market Revenue (US$ Mn) and Forecasts, By Offering

14.2.1. Solution

14.2.1.1.Cloud-based

14.2.1.2.On-premise

14.2.2. Services

14.2.2.1.System Infrastructure assessment

14.2.2.2.Security and Governance Strategy

14.2.2.3.Front-end Integration

14.2.2.4.Testing and Support

14.2.2.5.Consulting Services

14.2.2.6.Others

14.3.Europe Data Lakes Market Revenue (US$ Mn) and Forecasts, By Tool

14.3.1. Artificial Intelligence

14.3.2. Machine Learning

14.3.3. Business Intelligence

14.3.4. Hadoop and MPP Migration

14.3.5. Others

14.4.Europe Data Lakes Market Revenue (US$ Mn) and Forecasts, By Organization Size

14.4.1. Small and Medium Enterprises

14.4.2. Large Enterprises

14.5.Europe Data Lakes Market Revenue (US$ Mn) and Forecasts, By End Users

14.5.1. IT

14.5.2. Data Scientists

14.5.3. Data Developers

14.5.4. Business Analysts

14.5.5. Others

14.6.Europe Data Lakes Market Revenue (US$ Mn) and Forecasts, By Industry Verticals

14.6.1. Banking, Financial Services and Insurance

14.6.2. IT and Telecom

14.6.3. Media and Entertainment

14.6.4. Education

14.6.5. Healthcare

14.6.6. Facility and Maintenance

14.6.7. Retail and E-Commerce

14.6.8. Logistics and Transportation

14.6.9. Manufacturing

14.6.10. Oil and Gas

14.6.11. Government

14.6.12. Others (Hospitality and Travel, etc.)

14.7.Europe Data Lakes Market Revenue (US$ Mn) and Forecasts, By Country

14.7.1. France

14.7.1.1.France Data Lakes Market Revenue (US$ Mn) and Forecasts, By Offering

14.7.1.1.1.Solution

14.7.1.1.1.1.Cloud-based

14.7.1.1.1.2.On-premise

14.7.1.1.2.Services

14.7.1.1.2.1.System Infrastructure assessment

14.7.1.1.2.2.Security and Governance Strategy

14.7.1.1.2.3.Front-end Integration

14.7.1.1.2.4.Testing and Support

14.7.1.1.2.5.Consulting Services

14.7.1.1.2.6.Others

14.7.1.2.France Data Lakes Market Revenue (US$ Mn) and Forecasts, By Tool

14.7.1.2.1.Artificial Intelligence

14.7.1.2.2.Machine Learning

14.7.1.2.3.Business Intelligence

14.7.1.2.4.Hadoop and MPP Migration

14.7.1.2.5.Others

14.7.1.3.France Data Lakes Market Revenue (US$ Mn) and Forecasts, By Organization Size

14.7.1.3.1.Small and Medium Enterprises

14.7.1.3.2.Large Enterprises

14.7.1.4.France Data Lakes Market Revenue (US$ Mn) and Forecasts, By End Users

14.7.1.4.1.IT

14.7.1.4.2.Data Scientists

14.7.1.4.3.Data Developers

14.7.1.4.4.Business Analysts

14.7.1.4.5.Others

14.7.1.5.France Data Lakes Market Revenue (US$ Mn) and Forecasts, By Industry Verticals

14.7.1.5.1.Banking, Financial Services and Insurance

14.7.1.5.2.IT and Telecom

14.7.1.5.3.Media and Entertainment

14.7.1.5.4.Education

14.7.1.5.5.Healthcare

14.7.1.5.6.Facility and Maintenance

14.7.1.5.7.Retail and E-Commerce

14.7.1.5.8.Logistics and Transportation

14.7.1.5.9.Manufacturing

14.7.1.5.10.Oil and Gas

14.7.1.5.11.Government

14.7.1.5.12.Others (Hospitality and Travel, etc.)

14.7.2. The UK

14.7.2.1.The UK Data Lakes Market Revenue (US$ Mn) and Forecasts, By Offering

14.7.2.1.1.Solution

14.7.2.1.1.1.Cloud-based

14.7.2.1.1.2.On-premise

14.7.2.1.2.Services

14.7.2.1.2.1.System Infrastructure assessment

14.7.2.1.2.2.Security and Governance Strategy

14.7.2.1.2.3.Front-end Integration

14.7.2.1.2.4.Testing and Support

14.7.2.1.2.5.Consulting Services

14.7.2.1.2.6.Others

14.7.2.2.The UK Data Lakes Market Revenue (US$ Mn) and Forecasts, By Tool

14.7.2.2.1.Artificial Intelligence

14.7.2.2.2.Machine Learning

14.7.2.2.3.Business Intelligence

14.7.2.2.4.Hadoop and MPP Migration

14.7.2.2.5.Others

14.7.2.3.The UK Data Lakes Market Revenue (US$ Mn) and Forecasts, By Organization Size

14.7.2.3.1.Small and Medium Enterprises

14.7.2.3.2.Large Enterprises

14.7.2.4.The UK Data Lakes Market Revenue (US$ Mn) and Forecasts, By End Users

14.7.2.4.1.IT

14.7.2.4.2.Data Scientists

14.7.2.4.3.Data Developers

14.7.2.4.4.Business Analysts

14.7.2.4.5.Others

14.7.2.5.The UK Data Lakes Market Revenue (US$ Mn) and Forecasts, By Industry Verticals

14.7.2.5.1.Banking, Financial Services and Insurance

14.7.2.5.2.IT and Telecom

14.7.2.5.3.Media and Entertainment

14.7.2.5.4.Education

14.7.2.5.5.Healthcare

14.7.2.5.6.Facility and Maintenance

14.7.2.5.7.Retail and E-Commerce

14.7.2.5.8.Logistics and Transportation

14.7.2.5.9.Manufacturing

14.7.2.5.10.Oil and Gas

14.7.2.5.11.Government

14.7.2.5.12.Others (Hospitality and Travel, etc.)

14.7.3. Spain

14.7.3.1.Spain Data Lakes Market Revenue (US$ Mn) and Forecasts, By Offering

14.7.3.1.1.Solution

14.7.3.1.1.1.Cloud-based

14.7.3.1.1.2.On-premise

14.7.3.1.2.Services

14.7.3.1.2.1.System Infrastructure assessment

14.7.3.1.2.2.Security and Governance Strategy

14.7.3.1.2.3.Front-end Integration

14.7.3.1.2.4.Testing and Support

14.7.3.1.2.5.Consulting Services

14.7.3.1.2.6.Others

14.7.3.2.Spain Data Lakes Market Revenue (US$ Mn) and Forecasts, By Tool

14.7.3.2.1.Artificial Intelligence

14.7.3.2.2.Machine Learning

14.7.3.2.3.Business Intelligence

14.7.3.2.4.Hadoop and MPP Migration

14.7.3.2.5.Others

14.7.3.3.Spain Data Lakes Market Revenue (US$ Mn) and Forecasts, By Organization Size

14.7.3.3.1.Small and Medium Enterprises

14.7.3.3.2.Large Enterprises

14.7.3.4.Spain Data Lakes Market Revenue (US$ Mn) and Forecasts, By End Users

14.7.3.4.1.IT

14.7.3.4.2.Data Scientists

14.7.3.4.3.Data Developers

14.7.3.4.4.Business Analysts

14.7.3.4.5.Others

14.7.3.5.Spain Data Lakes Market Revenue (US$ Mn) and Forecasts, By Industry Verticals

14.7.3.5.1.Banking, Financial Services and Insurance

14.7.3.5.2.IT and Telecom

14.7.3.5.3.Media and Entertainment

14.7.3.5.4.Education

14.7.3.5.5.Healthcare

14.7.3.5.6.Facility and Maintenance

14.7.3.5.7.Retail and E-Commerce

14.7.3.5.8.Logistics and Transportation

14.7.3.5.9.Manufacturing

14.7.3.5.10.Oil and Gas

14.7.3.5.11.Government

14.7.3.5.12.Others (Hospitality and Travel, etc.)

14.7.4. Germany

14.7.4.1.Germany Data Lakes Market Revenue (US$ Mn) and Forecasts, By Offering

14.7.4.1.1.Solution

14.7.4.1.1.1.Cloud-based

14.7.4.1.1.2.On-premise

14.7.4.1.2.Services

14.7.4.1.2.1.System Infrastructure assessment

14.7.4.1.2.2.Security and Governance Strategy

14.7.4.1.2.3.Front-end Integration

14.7.4.1.2.4.Testing and Support

14.7.4.1.2.5.Consulting Services

14.7.4.1.2.6.Others

14.7.4.2.Germany Data Lakes Market Revenue (US$ Mn) and Forecasts, By Tool

14.7.4.2.1.Artificial Intelligence

14.7.4.2.2.Machine Learning

14.7.4.2.3.Business Intelligence

14.7.4.2.4.Hadoop and MPP Migration

14.7.4.2.5.Others

14.7.4.3.Germany Data Lakes Market Revenue (US$ Mn) and Forecasts, By Organization Size

14.7.4.3.1.Small and Medium Enterprises

14.7.4.3.2.Large Enterprises

14.7.4.4.Germany Data Lakes Market Revenue (US$ Mn) and Forecasts, By End Users

14.7.4.4.1.IT

14.7.4.4.2.Data Scientists

14.7.4.4.3.Data Developers

14.7.4.4.4.Business Analysts

14.7.4.4.5.Others

14.7.4.5.Germany Data Lakes Market Revenue (US$ Mn) and Forecasts, By Industry Verticals

14.7.4.5.1.Banking, Financial Services and Insurance

14.7.4.5.2.IT and Telecom

14.7.4.5.3.Media and Entertainment

14.7.4.5.4.Education

14.7.4.5.5.Healthcare

14.7.4.5.6.Facility and Maintenance

14.7.4.5.7.Retail and E-Commerce

14.7.4.5.8.Logistics and Transportation

14.7.4.5.9.Manufacturing

14.7.4.5.10.Oil and Gas

14.7.4.5.11.Government

14.7.4.5.12.Others (Hospitality and Travel, etc.)

14.7.5. Italy

14.7.5.1.Italy Data Lakes Market Revenue (US$ Mn) and Forecasts, By Offering

14.7.5.1.1.Solution

14.7.5.1.1.1.Cloud-based

14.7.5.1.1.2.On-premise

14.7.5.1.2.Services

14.7.5.1.2.1.System Infrastructure assessment

14.7.5.1.2.2.Security and Governance Strategy

14.7.5.1.2.3.Front-end Integration

14.7.5.1.2.4.Testing and Support

14.7.5.1.2.5.Consulting Services

14.7.5.1.2.6.Others

14.7.5.2.Italy Data Lakes Market Revenue (US$ Mn) and Forecasts, By Tool

14.7.5.2.1.Artificial Intelligence

14.7.5.2.2.Machine Learning

14.7.5.2.3.Business Intelligence

14.7.5.2.4.Hadoop and MPP Migration

14.7.5.2.5.Others

14.7.5.3.Italy Data Lakes Market Revenue (US$ Mn) and Forecasts, By Organization Size

14.7.5.3.1.Small and Medium Enterprises

14.7.5.3.2.Large Enterprises

14.7.5.4.Italy Data Lakes Market Revenue (US$ Mn) and Forecasts, By End Users

14.7.5.4.1.IT

14.7.5.4.2.Data Scientists

14.7.5.4.3.Data Developers

14.7.5.4.4.Business Analysts

14.7.5.4.5.Others

14.7.5.5.Italy Data Lakes Market Revenue (US$ Mn) and Forecasts, By Industry Verticals

14.7.5.5.1.Banking, Financial Services and Insurance

14.7.5.5.2.IT and Telecom

14.7.5.5.3.Media and Entertainment

14.7.5.5.4.Education

14.7.5.5.5.Healthcare

14.7.5.5.6.Facility and Maintenance

14.7.5.5.7.Retail and E-Commerce

14.7.5.5.8.Logistics and Transportation

14.7.5.5.9.Manufacturing

14.7.5.5.10.Oil and Gas

14.7.5.5.11.Government

14.7.5.5.12.Others (Hospitality and Travel, etc.)

14.7.6. Nordic Countries

14.7.6.1.Nordic Countries Data Lakes Market Revenue (US$ Mn) and Forecasts, By Offering

14.7.6.1.1.Solution

14.7.6.1.1.1.Cloud-based

14.7.6.1.1.2.On-premise

14.7.6.1.2.Services

14.7.6.1.2.1.System Infrastructure assessment

14.7.6.1.2.2.Security and Governance Strategy

14.7.6.1.2.3.Front-end Integration

14.7.6.1.2.4.Testing and Support

14.7.6.1.2.5.Consulting Services

14.7.6.1.2.6.Others

14.7.6.2.Nordic Countries Data Lakes Market Revenue (US$ Mn) and Forecasts, By Tool

14.7.6.2.1.Artificial Intelligence

14.7.6.2.2.Machine Learning

14.7.6.2.3.Business Intelligence

14.7.6.2.4.Hadoop and MPP Migration

14.7.6.2.5.Others

14.7.6.3.Nordic Countries Data Lakes Market Revenue (US$ Mn) and Forecasts, By Organization Size

14.7.6.3.1.Small and Medium Enterprises

14.7.6.3.2.Large Enterprises

14.7.6.4.Nordic Countries Data Lakes Market Revenue (US$ Mn) and Forecasts, By End Users

14.7.6.4.1.IT

14.7.6.4.2.Data Scientists

14.7.6.4.3.Data Developers

14.7.6.4.4.Business Analysts

14.7.6.4.5.Others

14.7.6.5.Nordic Countries Data Lakes Market Revenue (US$ Mn) and Forecasts, By Industry Verticals

14.7.6.5.1.Banking, Financial Services and Insurance

14.7.6.5.2.IT and Telecom

14.7.6.5.3.Media and Entertainment

14.7.6.5.4.Education

14.7.6.5.5.Healthcare

14.7.6.5.6.Facility and Maintenance

14.7.6.5.7.Retail and E-Commerce

14.7.6.5.8.Logistics and Transportation

14.7.6.5.9.Manufacturing

14.7.6.5.10.Oil and Gas

14.7.6.5.11.Government

14.7.6.5.12.Others (Hospitality and Travel, etc.)

14.7.6.6.Nordic Countries Data Lakes Market Revenue (US$ Mn) and Forecasts, By Country

14.7.6.6.1.Denmark

14.7.6.6.2.Finland

14.7.6.6.3.Iceland

14.7.6.6.4.Sweden

14.7.6.6.5.Norway

14.7.7. Benelux Union

14.7.7.1.Benelux Union Data Lakes Market Revenue (US$ Mn) and Forecasts, By Offering

14.7.7.1.1.Solution

14.7.7.1.1.1.Cloud-based

14.7.7.1.1.2.On-premise

14.7.7.1.2.Services

14.7.7.1.2.1.System Infrastructure assessment

14.7.7.1.2.2.Security and Governance Strategy

14.7.7.1.2.3.Front-end Integration

14.7.7.1.2.4.Testing and Support

14.7.7.1.2.5.Consulting Services

14.7.7.1.2.6.Others

14.7.7.2.Benelux Union Data Lakes Market Revenue (US$ Mn) and Forecasts, By Tool

14.7.7.2.1.Artificial Intelligence

14.7.7.2.2.Machine Learning

14.7.7.2.3.Business Intelligence

14.7.7.2.4.Hadoop and MPP Migration

14.7.7.2.5.Others

14.7.7.3.Benelux Union Data Lakes Market Revenue (US$ Mn) and Forecasts, By Organization Size

14.7.7.3.1.Small and Medium Enterprises

14.7.7.3.2.Large Enterprises

14.7.7.4.Benelux Union Data Lakes Market Revenue (US$ Mn) and Forecasts, By End Users

14.7.7.4.1.IT

14.7.7.4.2.Data Scientists

14.7.7.4.3.Data Developers

14.7.7.4.4.Business Analysts

14.7.7.4.5.Others

14.7.7.5.Benelux Union Data Lakes Market Revenue (US$ Mn) and Forecasts, By Industry Verticals

14.7.7.5.1.Banking, Financial Services and Insurance

14.7.7.5.2.IT and Telecom

14.7.7.5.3.Media and Entertainment

14.7.7.5.4.Education

14.7.7.5.5.Healthcare

14.7.7.5.6.Facility and Maintenance

14.7.7.5.7.Retail and E-Commerce

14.7.7.5.8.Logistics and Transportation

14.7.7.5.9.Manufacturing

14.7.7.5.10.Oil and Gas

14.7.7.5.11.Government

14.7.7.5.12.Others (Hospitality and Travel, etc.)

14.7.7.6.Benelux Union Data Lakes Market Revenue (US$ Mn) and Forecasts, By Country

14.7.7.6.1.Belgium

14.7.7.6.2.The Netherlands

14.7.7.6.3.Luxembourg

14.7.8. Rest of Europe

14.7.8.1.Rest of Europe Data Lakes Market Revenue (US$ Mn) and Forecasts, By Offering

14.7.8.1.1.Solution

14.7.8.1.1.1.Cloud-based

14.7.8.1.1.2.On-premise

14.7.8.1.2.Services

14.7.8.1.2.1.System Infrastructure assessment

14.7.8.1.2.2.Security and Governance Strategy

14.7.8.1.2.3.Front-end Integration

14.7.8.1.2.4.Testing and Support

14.7.8.1.2.5.Consulting Services

14.7.8.1.2.6.Others

14.7.8.2.Rest of Europe Data Lakes Market Revenue (US$ Mn) and Forecasts, By Tool

14.7.8.2.1.Artificial Intelligence

14.7.8.2.2.Machine Learning

14.7.8.2.3.Business Intelligence

14.7.8.2.4.Hadoop and MPP Migration

14.7.8.2.5.Others

14.7.8.3.Rest of Europe Data Lakes Market Revenue (US$ Mn) and Forecasts, By Organization Size

14.7.8.3.1.Small and Medium Enterprises

14.7.8.3.2.Large Enterprises

14.7.8.4.Rest of Europe Data Lakes Market Revenue (US$ Mn) and Forecasts, By End Users

14.7.8.4.1.IT

14.7.8.4.2.Data Scientists

14.7.8.4.3.Data Developers

14.7.8.4.4.Business Analysts

14.7.8.4.5.Others

14.7.8.5.Rest of Europe Data Lakes Market Revenue (US$ Mn) and Forecasts, By Industry Verticals

14.7.8.5.1.Banking, Financial Services and Insurance

14.7.8.5.2.IT and Telecom

14.7.8.5.3.Media and Entertainment

14.7.8.5.4.Education

14.7.8.5.5.Healthcare

14.7.8.5.6.Facility and Maintenance

14.7.8.5.7.Retail and E-Commerce

14.7.8.5.8.Logistics and Transportation

14.7.8.5.9.Manufacturing

14.7.8.5.10.Oil and Gas

14.7.8.5.11.Government

14.7.8.5.12.Others (Hospitality and Travel, etc.)

14.8.Key Segment for Channeling Investments

14.8.1. By Country

14.8.2. By Offering

14.8.3. By Tool

14.8.4. By Organization Size

14.8.5. By End Users

14.8.6. By Industry Verticals

15. Asia Pacific Data Lakes Market Analysis and Forecasts, 2019 - 2027

15.1.Overview

15.1.1. Asia Pacific Data Lakes Market Revenue (US$ Mn)

15.2.Asia Pacific Data Lakes Market Revenue (US$ Mn) and Forecasts, By Offering

15.2.1. Solution

15.2.1.1.Cloud-based

15.2.1.2.On-premise

15.2.2. Services

15.2.2.1.System Infrastructure assessment

15.2.2.2.Security and Governance Strategy

15.2.2.3.Front-end Integration

15.2.2.4.Testing and Support

15.2.2.5.Consulting Services

15.2.2.6.Others

15.3.Asia Pacific Data Lakes Market Revenue (US$ Mn) and Forecasts, By Tool

15.3.1. Artificial Intelligence

15.3.2. Machine Learning

15.3.3. Business Intelligence

15.3.4. Hadoop and MPP Migration

15.3.5. Others

15.4.Asia Pacific Data Lakes Market Revenue (US$ Mn) and Forecasts, By Organization Size

15.4.1. Small and Medium Enterprises

15.4.2. Large Enterprises

15.5.Asia Pacific Data Lakes Market Revenue (US$ Mn) and Forecasts, By End Users

15.5.1. IT

15.5.2. Data Scientists

15.5.3. Data Developers

15.5.4. Business Analysts

15.5.5. Others

15.6.Asia Pacific Data Lakes Market Revenue (US$ Mn) and Forecasts, By Industry Verticals

15.6.1. Banking, Financial Services and Insurance

15.6.2. IT and Telecom

15.6.3. Media and Entertainment

15.6.4. Education

15.6.5. Healthcare

15.6.6. Facility and Maintenance

15.6.7. Retail and E-Commerce

15.6.8. Logistics and Transportation

15.6.9. Manufacturing

15.6.10. Oil and Gas

15.6.11. Government

15.6.12. Others (Hospitality and Travel, etc.)

15.7.Asia Pacific Data Lakes Market Revenue (US$ Mn) and Forecasts, By Country

15.7.1. China

15.7.1.1.China Data Lakes Market Revenue (US$ Mn) and Forecasts, By Offering

15.7.1.1.1.Solution

15.7.1.1.1.1.Cloud-based

15.7.1.1.1.2.On-premise

15.7.1.1.2.Services

15.7.1.1.2.1.System Infrastructure assessment

15.7.1.1.2.2.Security and Governance Strategy

15.7.1.1.2.3.Front-end Integration

15.7.1.1.2.4.Testing and Support

15.7.1.1.2.5.Consulting Services

15.7.1.1.2.6.Others

15.7.1.2.China Data Lakes Market Revenue (US$ Mn) and Forecasts, By Tool

15.7.1.2.1.Artificial Intelligence

15.7.1.2.2.Machine Learning

15.7.1.2.3.Business Intelligence

15.7.1.2.4.Hadoop and MPP Migration

15.7.1.2.5.Others

15.7.1.3.China Data Lakes Market Revenue (US$ Mn) and Forecasts, By Organization Size

15.7.1.3.1.Small and Medium Enterprises

15.7.1.3.2.Large Enterprises

15.7.1.4.China Data Lakes Market Revenue (US$ Mn) and Forecasts, By End Users

15.7.1.4.1.IT

15.7.1.4.2.Data Scientists

15.7.1.4.3.Data Developers

15.7.1.4.4.Business Analysts

15.7.1.4.5.Others

15.7.1.5.China Data Lakes Market Revenue (US$ Mn) and Forecasts, By Industry Verticals

15.7.1.5.1.Banking, Financial Services and Insurance

15.7.1.5.2.IT and Telecom

15.7.1.5.3.Media and Entertainment

15.7.1.5.4.Education

15.7.1.5.5.Healthcare

15.7.1.5.6.Facility and Maintenance

15.7.1.5.7.Retail and E-Commerce

15.7.1.5.8.Logistics and Transportation

15.7.1.5.9.Manufacturing

15.7.1.5.10.Oil and Gas

15.7.1.5.11.Government

15.7.1.5.12.Others (Hospitality and Travel, etc.)

15.7.2. Japan

15.7.2.1.Japan Data Lakes Market Revenue (US$ Mn) and Forecasts, By Offering

15.7.2.1.1.Solution

15.7.2.1.1.1.Cloud-based

15.7.2.1.1.2.On-premise

15.7.2.1.2.Services

15.7.2.1.2.1.System Infrastructure assessment

15.7.2.1.2.2.Security and Governance Strategy

15.7.2.1.2.3.Front-end Integration

15.7.2.1.2.4.Testing and Support

15.7.2.1.2.5.Consulting Services

15.7.2.1.2.6.Others

15.7.2.2.Japan Data Lakes Market Revenue (US$ Mn) and Forecasts, By Tool

15.7.2.2.1.Artificial Intelligence

15.7.2.2.2.Machine Learning

15.7.2.2.3.Business Intelligence

15.7.2.2.4.Hadoop and MPP Migration

15.7.2.2.5.Others

15.7.2.3.Japan Data Lakes Market Revenue (US$ Mn) and Forecasts, By Organization Size

15.7.2.3.1.Small and Medium Enterprises

15.7.2.3.2.Large Enterprises

15.7.2.4.Japan Data Lakes Market Revenue (US$ Mn) and Forecasts, By End Users

15.7.2.4.1.IT

15.7.2.4.2.Data Scientists

15.7.2.4.3.Data Developers

15.7.2.4.4.Business Analysts

15.7.2.4.5.Others

15.7.2.5.Japan Data Lakes Market Revenue (US$ Mn) and Forecasts, By Industry Verticals

15.7.2.5.1.Banking, Financial Services and Insurance

15.7.2.5.2.IT and Telecom

15.7.2.5.3.Media and Entertainment

15.7.2.5.4.Education

15.7.2.5.5.Healthcare

15.7.2.5.6.Facility and Maintenance

15.7.2.5.7.Retail and E-Commerce

15.7.2.5.8.Logistics and Transportation

15.7.2.5.9.Manufacturing

15.7.2.5.10.Oil and Gas

15.7.2.5.11.Government

15.7.2.5.12.Others (Hospitality and Travel, etc.)

15.7.3. India

15.7.3.1.India Data Lakes Market Revenue (US$ Mn) and Forecasts, By Offering

15.7.3.1.1.Solution

15.7.3.1.1.1.Cloud-based

15.7.3.1.1.2.On-premise

15.7.3.1.2.Services

15.7.3.1.2.1.System Infrastructure assessment

15.7.3.1.2.2.Security and Governance Strategy

15.7.3.1.2.3.Front-end Integration

15.7.3.1.2.4.Testing and Support

15.7.3.1.2.5.Consulting Services

15.7.3.1.2.6.Others

15.7.3.2.India Data Lakes Market Revenue (US$ Mn) and Forecasts, By Tool

15.7.3.2.1.Artificial Intelligence

15.7.3.2.2.Machine Learning

15.7.3.2.3.Business Intelligence

15.7.3.2.4.Hadoop and MPP Migration

15.7.3.2.5.Others

15.7.3.3.India Data Lakes Market Revenue (US$ Mn) and Forecasts, By Organization Size

15.7.3.3.1.Small and Medium Enterprises

15.7.3.3.2.Large Enterprises

15.7.3.4.India Data Lakes Market Revenue (US$ Mn) and Forecasts, By End Users

15.7.3.4.1.IT

15.7.3.4.2.Data Scientists

15.7.3.4.3.Data Developers

15.7.3.4.4.Business Analysts

15.7.3.4.5.Others

15.7.3.5.India Data Lakes Market Revenue (US$ Mn) and Forecasts, By Industry Verticals

15.7.3.5.1.Banking, Financial Services and Insurance

15.7.3.5.2.IT and Telecom

15.7.3.5.3.Media and Entertainment

15.7.3.5.4.Education

15.7.3.5.5.Healthcare

15.7.3.5.6.Facility and Maintenance

15.7.3.5.7.Retail and E-Commerce

15.7.3.5.8.Logistics and Transportation

15.7.3.5.9.Manufacturing

15.7.3.5.10.Oil and Gas

15.7.3.5.11.Government

15.7.3.5.12.Others (Hospitality and Travel, etc.)

15.7.4. New Zealand

15.7.4.1.New Zealand Data Lakes Market Revenue (US$ Mn) and Forecasts, By Offering

15.7.4.1.1.Solution

15.7.4.1.1.1.Cloud-based

15.7.4.1.1.2.On-premise

15.7.4.1.2.Services

15.7.4.1.2.1.System Infrastructure assessment

15.7.4.1.2.2.Security and Governance Strategy

15.7.4.1.2.3.Front-end Integration

15.7.4.1.2.4.Testing and Support

15.7.4.1.2.5.Consulting Services

15.7.4.1.2.6.Others

15.7.4.2.New Zealand Data Lakes Market Revenue (US$ Mn) and Forecasts, By Tool

15.7.4.2.1.Artificial Intelligence

15.7.4.2.2.Machine Learning

15.7.4.2.3.Business Intelligence

15.7.4.2.4.Hadoop and MPP Migration

15.7.4.2.5.Others

15.7.4.3.New Zealand Data Lakes Market Revenue (US$ Mn) and Forecasts, By Organization Size

15.7.4.3.1.Small and Medium Enterprises

15.7.4.3.2.Large Enterprises

15.7.4.4.New Zealand Data Lakes Market Revenue (US$ Mn) and Forecasts, By End Users

15.7.4.4.1.IT

15.7.4.4.2.Data Scientists

15.7.4.4.3.Data Developers

15.7.4.4.4.Business Analysts

15.7.4.4.5.Others

15.7.4.5.New Zealand Data Lakes Market Revenue (US$ Mn) and Forecasts, By Industry Verticals

15.7.4.5.1.Banking, Financial Services and Insurance

15.7.4.5.2.IT and Telecom

15.7.4.5.3.Media and Entertainment

15.7.4.5.4.Education

15.7.4.5.5.Healthcare

15.7.4.5.6.Facility and Maintenance

15.7.4.5.7.Retail and E-Commerce

15.7.4.5.8.Logistics and Transportation

15.7.4.5.9.Manufacturing

15.7.4.5.10.Oil and Gas

15.7.4.5.11.Government

15.7.4.5.12.Others (Hospitality and Travel, etc.)

15.7.5. Australia

15.7.5.1.Australia Data Lakes Market Revenue (US$ Mn) and Forecasts, By Offering

15.7.5.1.1.Solution

15.7.5.1.1.1.Cloud-based

15.7.5.1.1.2.On-premise

15.7.5.1.2.Services

15.7.5.1.2.1.System Infrastructure assessment

15.7.5.1.2.2.Security and Governance Strategy

15.7.5.1.2.3.Front-end Integration

15.7.5.1.2.4.Testing and Support

15.7.5.1.2.5.Consulting Services

15.7.5.1.2.6.Others

15.7.5.2.Australia Data Lakes Market Revenue (US$ Mn) and Forecasts, By Tool

15.7.5.2.1.Artificial Intelligence

15.7.5.2.2.Machine Learning

15.7.5.2.3.Business Intelligence

15.7.5.2.4.Hadoop and MPP Migration

15.7.5.2.5.Others

15.7.5.3.Australia Data Lakes Market Revenue (US$ Mn) and Forecasts, By Organization Size

15.7.5.3.1.Small and Medium Enterprises

15.7.5.3.2.Large Enterprises

15.7.5.4.Australia Data Lakes Market Revenue (US$ Mn) and Forecasts, By End Users

15.7.5.4.1.IT

15.7.5.4.2.Data Scientists

15.7.5.4.3.Data Developers

15.7.5.4.4.Business Analysts

15.7.5.4.5.Others

15.7.5.5.Australia Data Lakes Market Revenue (US$ Mn) and Forecasts, By Industry Verticals

15.7.5.5.1.Banking, Financial Services and Insurance

15.7.5.5.2.IT and Telecom

15.7.5.5.3.Media and Entertainment

15.7.5.5.4.Education

15.7.5.5.5.Healthcare

15.7.5.5.6.Facility and Maintenance

15.7.5.5.7.Retail and E-Commerce

15.7.5.5.8.Logistics and Transportation

15.7.5.5.9.Manufacturing

15.7.5.5.10.Oil and Gas

15.7.5.5.11.Government

15.7.5.5.12.Others (Hospitality and Travel, etc.)

15.7.6. South Korea

15.7.6.1.South Korea Data Lakes Market Revenue (US$ Mn) and Forecasts, By Offering

15.7.6.1.1.Solution

15.7.6.1.1.1.Cloud-based

15.7.6.1.1.2.On-premise

15.7.6.1.2.Services

15.7.6.1.2.1.System Infrastructure assessment

15.7.6.1.2.2.Security and Governance Strategy

15.7.6.1.2.3.Front-end Integration

15.7.6.1.2.4.Testing and Support

15.7.6.1.2.5.Consulting Services

15.7.6.1.2.6.Others

15.7.6.2.South Korea Data Lakes Market Revenue (US$ Mn) and Forecasts, By Tool

15.7.6.2.1.Artificial Intelligence

15.7.6.2.2.Machine Learning

15.7.6.2.3.Business Intelligence

15.7.6.2.4.Hadoop and MPP Migration

15.7.6.2.5.Others

15.7.6.3.South Korea Data Lakes Market Revenue (US$ Mn) and Forecasts, By Organization Size

15.7.6.3.1.Small and Medium Enterprises

15.7.6.3.2.Large Enterprises

15.7.6.4.South Korea Data Lakes Market Revenue (US$ Mn) and Forecasts, By End Users

15.7.6.4.1.IT

15.7.6.4.2.Data Scientists

15.7.6.4.3.Data Developers

15.7.6.4.4.Business Analysts

15.7.6.4.5.Others

15.7.6.5.South Korea Data Lakes Market Revenue (US$ Mn) and Forecasts, By Industry Verticals

15.7.6.5.1.Banking, Financial Services and Insurance

15.7.6.5.2.IT and Telecom

15.7.6.5.3.Media and Entertainment

15.7.6.5.4.Education

15.7.6.5.5.Healthcare

15.7.6.5.6.Facility and Maintenance

15.7.6.5.7.Retail and E-Commerce

15.7.6.5.8.Logistics and Transportation

15.7.6.5.9.Manufacturing

15.7.6.5.10.Oil and Gas

15.7.6.5.11.Government

15.7.6.5.12.Others (Hospitality and Travel, etc.)

15.7.7. Southeast Asia

15.7.7.1.Southeast Asia Data Lakes Market Revenue (US$ Mn) and Forecasts, By Offering

15.7.7.1.1.Solution

15.7.7.1.1.1.Cloud-based

15.7.7.1.1.2.On-premise

15.7.7.1.2.Services

15.7.7.1.2.1.System Infrastructure assessment

15.7.7.1.2.2.Security and Governance Strategy

15.7.7.1.2.3.Front-end Integration

15.7.7.1.2.4.Testing and Support

15.7.7.1.2.5.Consulting Services

15.7.7.1.2.6.Others

15.7.7.2.Southeast Asia Data Lakes Market Revenue (US$ Mn) and Forecasts, By Tool

15.7.7.2.1.Artificial Intelligence

15.7.7.2.2.Machine Learning

15.7.7.2.3.Business Intelligence

15.7.7.2.4.Hadoop and MPP Migration

15.7.7.2.5.Others

15.7.7.3.Southeast Asia Data Lakes Market Revenue (US$ Mn) and Forecasts, By Organization Size

15.7.7.3.1.Small and Medium Enterprises

15.7.7.3.2.Large Enterprises

15.7.7.4.Southeast Asia Data Lakes Market Revenue (US$ Mn) and Forecasts, By End Users

15.7.7.4.1.IT

15.7.7.4.2.Data Scientists

15.7.7.4.3.Data Developers

15.7.7.4.4.Business Analysts

15.7.7.4.5.Others

15.7.7.5.Southeast Asia Data Lakes Market Revenue (US$ Mn) and Forecasts, By Industry Verticals

15.7.7.5.1.Banking, Financial Services and Insurance

15.7.7.5.2.IT and Telecom

15.7.7.5.3.Media and Entertainment

15.7.7.5.4.Education

15.7.7.5.5.Healthcare

15.7.7.5.6.Facility and Maintenance

15.7.7.5.7.Retail and E-Commerce

15.7.7.5.8.Logistics and Transportation

15.7.7.5.9.Manufacturing

15.7.7.5.10.Oil and Gas

15.7.7.5.11.Government

15.7.7.5.12.Others (Hospitality and Travel, etc.)

15.7.7.6.Southeast Asia Data Lakes Market Revenue (US$ Mn) and Forecasts, By Country

15.7.7.6.1.Indonesia

15.7.7.6.2.Thailand

15.7.7.6.3.Malaysia

15.7.7.6.4.Singapore

15.7.7.6.5.Rest of Southeast Asia

15.7.8. Rest of Asia Pacific

15.7.8.1.Rest of Asia Pacific Data Lakes Market Revenue (US$ Mn) and Forecasts, By Offering

15.7.8.1.1.Solution

15.7.8.1.1.1.Cloud-based

15.7.8.1.1.2.On-premise

15.7.8.1.2.Services

15.7.8.1.2.1.System Infrastructure assessment

15.7.8.1.2.2.Security and Governance Strategy

15.7.8.1.2.3.Front-end Integration

15.7.8.1.2.4.Testing and Support

15.7.8.1.2.5.Consulting Services

15.7.8.1.2.6.Others

15.7.8.2.Rest of Asia Pacific Data Lakes Market Revenue (US$ Mn) and Forecasts, By Tool

15.7.8.2.1.Artificial Intelligence

15.7.8.2.2.Machine Learning

15.7.8.2.3.Business Intelligence

15.7.8.2.4.Hadoop and MPP Migration

15.7.8.2.5.Others

15.7.8.3.Rest of Asia Pacific Data Lakes Market Revenue (US$ Mn) and Forecasts, By Organization Size

15.7.8.3.1.Small and Medium Enterprises

15.7.8.3.2.Large Enterprises

15.7.8.4.Rest of Asia Pacific Data Lakes Market Revenue (US$ Mn) and Forecasts, By End Users

15.7.8.4.1.IT

15.7.8.4.2.Data Scientists

15.7.8.4.3.Data Developers

15.7.8.4.4.Business Analysts

15.7.8.4.5.Others

15.7.8.5.Rest of Asia Pacific Data Lakes Market Revenue (US$ Mn) and Forecasts, By Industry Verticals

15.7.8.5.1.Banking, Financial Services and Insurance

15.7.8.5.2.IT and Telecom

15.7.8.5.3.Media and Entertainment

15.7.8.5.4.Education

15.7.8.5.5.Healthcare

15.7.8.5.6.Facility and Maintenance

15.7.8.5.7.Retail and E-Commerce

15.7.8.5.8.Logistics and Transportation

15.7.8.5.9.Manufacturing

15.7.8.5.10.Oil and Gas

15.7.8.5.11.Government

15.7.8.5.12.Others (Hospitality and Travel, etc.)

15.8.Key Segment for Channeling Investments

15.8.1. By Country

15.8.2. By Offering

15.8.3. By Tool

15.8.4. By Organization Size

15.8.5. By End Users

15.8.6. By Industry Verticals

16. Middle East and Africa Data Lakes Market Analysis and Forecasts, 2019 - 2027

16.1.Overview

16.1.1. Middle East and Africa Data Lakes Market Revenue (US$ Mn)

16.2.Middle East and Africa Data Lakes Market Revenue (US$ Mn) and Forecasts, By Offering

16.2.1. Solution

16.2.1.1.Cloud-based

16.2.1.2.On-premise

16.2.2. Services

16.2.2.1.System Infrastructure assessment

16.2.2.2.Security and Governance Strategy

16.2.2.3.Front-end Integration

16.2.2.4.Testing and Support

16.2.2.5.Consulting Services

16.2.2.6.Others

16.3.Middle East and Africa Data Lakes Market Revenue (US$ Mn) and Forecasts, By Tool

16.3.1. Artificial Intelligence

16.3.2. Machine Learning

16.3.3. Business Intelligence

16.3.4. Hadoop and MPP Migration

16.3.5. Others

16.4.Middle East and Africa Data Lakes Market Revenue (US$ Mn) and Forecasts, By Organization Size

16.4.1. Small and Medium Enterprises

16.4.2. Large Enterprises

16.5.Middle East and Africa Data Lakes Market Revenue (US$ Mn) and Forecasts, By End Users

16.5.1. IT

16.5.2. Data Scientists

16.5.3. Data Developers

16.5.4. Business Analysts

16.5.5. Others

16.6.Middle East and Africa Data Lakes Market Revenue (US$ Mn) and Forecasts, By Industry Verticals

16.6.1. Banking, Financial Services and Insurance

16.6.2. IT and Telecom

16.6.3. Media and Entertainment

16.6.4. Education

16.6.5. Healthcare

16.6.6. Facility and Maintenance

16.6.7. Retail and E-Commerce

16.6.8. Logistics and Transportation

16.6.9. Manufacturing

16.6.10. Oil and Gas

16.6.11. Government

16.6.12. Others (Hospitality and Travel, etc.)

16.7.Middle East and Africa Data Lakes Market Revenue (US$ Mn) and Forecasts, By Country

16.7.1. Saudi Arabia

16.7.1.1.Saudi Arabia Data Lakes Market Revenue (US$ Mn) and Forecasts, By Offering

16.7.1.1.1.Solution

16.7.1.1.1.1.Cloud-based

16.7.1.1.1.2.On-premise

16.7.1.1.2.Services

16.7.1.1.2.1.System Infrastructure assessment

16.7.1.1.2.2.Security and Governance Strategy

16.7.1.1.2.3.Front-end Integration

16.7.1.1.2.4.Testing and Support

16.7.1.1.2.5.Consulting Services

16.7.1.1.2.6.Others

16.7.1.2.Saudi Arabia Data Lakes Market Revenue (US$ Mn) and Forecasts, By Tool

16.7.1.2.1.Artificial Intelligence

16.7.1.2.2.Machine Learning

16.7.1.2.3.Business Intelligence

16.7.1.2.4.Hadoop and MPP Migration

16.7.1.2.5.Others

16.7.1.3.Saudi Arabia Data Lakes Market Revenue (US$ Mn) and Forecasts, By Organization Size

16.7.1.3.1.Small and Medium Enterprises

16.7.1.3.2.Large Enterprises

16.7.1.4.Saudi Arabia Data Lakes Market Revenue (US$ Mn) and Forecasts, By End Users

16.7.1.4.1.IT

16.7.1.4.2.Data Scientists

16.7.1.4.3.Data Developers

16.7.1.4.4.Business Analysts

16.7.1.4.5.Others

16.7.1.5.Saudi Arabia Data Lakes Market Revenue (US$ Mn) and Forecasts, By Industry Verticals

16.7.1.5.1.Banking, Financial Services and Insurance

16.7.1.5.2.IT and Telecom

16.7.1.5.3.Media and Entertainment

16.7.1.5.4.Education

16.7.1.5.5.Healthcare

16.7.1.5.6.Facility and Maintenance

16.7.1.5.7.Retail and E-Commerce

16.7.1.5.8.Logistics and Transportation

16.7.1.5.9.Manufacturing

16.7.1.5.10.Oil and Gas

16.7.1.5.11.Government

16.7.1.5.12.Others (Hospitality and Travel, etc.)

16.7.2. UAE

16.7.2.1.UAE Data Lakes Market Revenue (US$ Mn) and Forecasts, By Offering

16.7.2.1.1.Solution

16.7.2.1.1.1.Cloud-based

16.7.2.1.1.2.On-premise

16.7.2.1.2.Services

16.7.2.1.2.1.System Infrastructure assessment

16.7.2.1.2.2.Security and Governance Strategy

16.7.2.1.2.3.Front-end Integration

16.7.2.1.2.4.Testing and Support

16.7.2.1.2.5.Consulting Services

16.7.2.1.2.6.Others

16.7.2.2.UAE Data Lakes Market Revenue (US$ Mn) and Forecasts, By Tool

16.7.2.2.1.Artificial Intelligence

16.7.2.2.2.Machine Learning

16.7.2.2.3.Business Intelligence

16.7.2.2.4.Hadoop and MPP Migration

16.7.2.2.5.Others

16.7.2.3.UAE Data Lakes Market Revenue (US$ Mn) and Forecasts, By Organization Size

16.7.2.3.1.Small and Medium Enterprises

16.7.2.3.2.Large Enterprises

16.7.2.4.UAE Data Lakes Market Revenue (US$ Mn) and Forecasts, By End Users

16.7.2.4.1.IT

16.7.2.4.2.Data Scientists

16.7.2.4.3.Data Developers

16.7.2.4.4.Business Analysts

16.7.2.4.5.Others

16.7.2.5.UAE Data Lakes Market Revenue (US$ Mn) and Forecasts, By Industry Verticals

16.7.2.5.1.Banking, Financial Services and Insurance

16.7.2.5.2.IT and Telecom

16.7.2.5.3.Media and Entertainment

16.7.2.5.4.Education

16.7.2.5.5.Healthcare

16.7.2.5.6.Facility and Maintenance

16.7.2.5.7.Retail and E-Commerce

16.7.2.5.8.Logistics and Transportation

16.7.2.5.9.Manufacturing

16.7.2.5.10.Oil and Gas

16.7.2.5.11.Government

16.7.2.5.12.Others (Hospitality and Travel, etc.)

16.7.3. Egypt

16.7.3.1.Egypt Data Lakes Market Revenue (US$ Mn) and Forecasts, By Offering

16.7.3.1.1.Solution

16.7.3.1.1.1.Cloud-based

16.7.3.1.1.2.On-premise

16.7.3.1.2.Services

16.7.3.1.2.1.System Infrastructure assessment

16.7.3.1.2.2.Security and Governance Strategy

16.7.3.1.2.3.Front-end Integration

16.7.3.1.2.4.Testing and Support

16.7.3.1.2.5.Consulting Services

16.7.3.1.2.6.Others

16.7.3.2.Egypt Data Lakes Market Revenue (US$ Mn) and Forecasts, By Tool

16.7.3.2.1.Artificial Intelligence

16.7.3.2.2.Machine Learning

16.7.3.2.3.Business Intelligence

16.7.3.2.4.Hadoop and MPP Migration

16.7.3.2.5.Others

16.7.3.3.Egypt Data Lakes Market Revenue (US$ Mn) and Forecasts, By Organization Size

16.7.3.3.1.Small and Medium Enterprises

16.7.3.3.2.Large Enterprises

16.7.3.4.Egypt Data Lakes Market Revenue (US$ Mn) and Forecasts, By End Users

16.7.3.4.1.IT

16.7.3.4.2.Data Scientists

16.7.3.4.3.Data Developers

16.7.3.4.4.Business Analysts

16.7.3.4.5.Others

16.7.3.5.Egypt Data Lakes Market Revenue (US$ Mn) and Forecasts, By Industry Verticals

16.7.3.5.1.Banking, Financial Services and Insurance

16.7.3.5.2.IT and Telecom

16.7.3.5.3.Media and Entertainment

16.7.3.5.4.Education

16.7.3.5.5.Healthcare

16.7.3.5.6.Facility and Maintenance

16.7.3.5.7.Retail and E-Commerce

16.7.3.5.8.Logistics and Transportation

16.7.3.5.9.Manufacturing

16.7.3.5.10.Oil and Gas

16.7.3.5.11.Government

16.7.3.5.12.Others (Hospitality and Travel, etc.)

16.7.4. Kuwait

16.7.4.1.Kuwait Data Lakes Market Revenue (US$ Mn) and Forecasts, By Offering

16.7.4.1.1.Solution

16.7.4.1.1.1.Cloud-based

16.7.4.1.1.2.On-premise

16.7.4.1.2.Services

16.7.4.1.2.1.System Infrastructure assessment

16.7.4.1.2.2.Security and Governance Strategy

16.7.4.1.2.3.Front-end Integration

16.7.4.1.2.4.Testing and Support

16.7.4.1.2.5.Consulting Services

16.7.4.1.2.6.Others

16.7.4.2.Kuwait Data Lakes Market Revenue (US$ Mn) and Forecasts, By Tool

16.7.4.2.1.Artificial Intelligence

16.7.4.2.2.Machine Learning

16.7.4.2.3.Business Intelligence

16.7.4.2.4.Hadoop and MPP Migration

16.7.4.2.5.Others

16.7.4.3.Kuwait Data Lakes Market Revenue (US$ Mn) and Forecasts, By Organization Size

16.7.4.3.1.Small and Medium Enterprises

16.7.4.3.2.Large Enterprises

16.7.4.4.Kuwait Data Lakes Market Revenue (US$ Mn) and Forecasts, By End Users

16.7.4.4.1.IT

16.7.4.4.2.Data Scientists

16.7.4.4.3.Data Developers

16.7.4.4.4.Business Analysts

16.7.4.4.5.Others

16.7.4.5.Kuwait Data Lakes Market Revenue (US$ Mn) and Forecasts, By Industry Verticals

16.7.4.5.1.Banking, Financial Services and Insurance

16.7.4.5.2.IT and Telecom

16.7.4.5.3.Media and Entertainment

16.7.4.5.4.Education

16.7.4.5.5.Healthcare

16.7.4.5.6.Facility and Maintenance

16.7.4.5.7.Retail and E-Commerce

16.7.4.5.8.Logistics and Transportation

16.7.4.5.9.Manufacturing

16.7.4.5.10.Oil and Gas

16.7.4.5.11.Government

16.7.4.5.12.Others (Hospitality and Travel, etc.)

16.7.5. South Africa

16.7.5.1.South Africa Data Lakes Market Revenue (US$ Mn) and Forecasts, By Offering

16.7.5.1.1.Solution

16.7.5.1.1.1.Cloud-based

16.7.5.1.1.2.On-premise

16.7.5.1.2.Services

16.7.5.1.2.1.System Infrastructure assessment

16.7.5.1.2.2.Security and Governance Strategy

16.7.5.1.2.3.Front-end Integration

16.7.5.1.2.4.Testing and Support

16.7.5.1.2.5.Consulting Services

16.7.5.1.2.6.Others

16.7.5.2.South Africa Data Lakes Market Revenue (US$ Mn) and Forecasts, By Tool

16.7.5.2.1.Artificial Intelligence

16.7.5.2.2.Machine Learning

16.7.5.2.3.Business Intelligence

16.7.5.2.4.Hadoop and MPP Migration

16.7.5.2.5.Others

16.7.5.3.South Africa Data Lakes Market Revenue (US$ Mn) and Forecasts, By Organization Size

16.7.5.3.1.Small and Medium Enterprises

16.7.5.3.2.Large Enterprises

16.7.5.4.South Africa Data Lakes Market Revenue (US$ Mn) and Forecasts, By End Users

16.7.5.4.1.IT

16.7.5.4.2.Data Scientists

16.7.5.4.3.Data Developers

16.7.5.4.4.Business Analysts

16.7.5.4.5.Others

16.7.5.5.South Africa Data Lakes Market Revenue (US$ Mn) and Forecasts, By Industry Verticals

16.7.5.5.1.Banking, Financial Services and Insurance

16.7.5.5.2.IT and Telecom

16.7.5.5.3.Media and Entertainment

16.7.5.5.4.Education

16.7.5.5.5.Healthcare

16.7.5.5.6.Facility and Maintenance

16.7.5.5.7.Retail and E-Commerce

16.7.5.5.8.Logistics and Transportation

16.7.5.5.9.Manufacturing

16.7.5.5.10.Oil and Gas

16.7.5.5.11.Government

16.7.5.5.12.Others (Hospitality and Travel, etc.)

16.7.6. Rest of Middle East & Africa

16.7.6.1.Rest of Middle East & Africa Data Lakes Market Revenue (US$ Mn) and Forecasts, By Offering

16.7.6.1.1.Solution

16.7.6.1.1.1.Cloud-based

16.7.6.1.1.2.On-premise

16.7.6.1.2.Services

16.7.6.1.2.1.System Infrastructure assessment

16.7.6.1.2.2.Security and Governance Strategy

16.7.6.1.2.3.Front-end Integration

16.7.6.1.2.4.Testing and Support

16.7.6.1.2.5.Consulting Services

16.7.6.1.2.6.Others

16.7.6.2.Rest of Middle East & Africa Data Lakes Market Revenue (US$ Mn) and Forecasts, By Tool

16.7.6.2.1.Artificial Intelligence

16.7.6.2.2.Machine Learning

16.7.6.2.3.Business Intelligence

16.7.6.2.4.Hadoop and MPP Migration

16.7.6.2.5.Others

16.7.6.3.Rest of Middle East & Africa Data Lakes Market Revenue (US$ Mn) and Forecasts, By Organization Size

16.7.6.3.1.Small and Medium Enterprises

16.7.6.3.2.Large Enterprises

16.7.6.4.Rest of Middle East & Africa Data Lakes Market Revenue (US$ Mn) and Forecasts, By End Users

16.7.6.4.1.IT

16.7.6.4.2.Data Scientists

16.7.6.4.3.Data Developers

16.7.6.4.4.Business Analysts

16.7.6.4.5.Others

16.7.6.5.Rest of Middle East & Africa Data Lakes Market Revenue (US$ Mn) and Forecasts, By Industry Verticals

16.7.6.5.1.Banking, Financial Services and Insurance

16.7.6.5.2.IT and Telecom

16.7.6.5.3.Media and Entertainment

16.7.6.5.4.Education

16.7.6.5.5.Healthcare

16.7.6.5.6.Facility and Maintenance

16.7.6.5.7.Retail and E-Commerce

16.7.6.5.8.Logistics and Transportation

16.7.6.5.9.Manufacturing

16.7.6.5.10.Oil and Gas

16.7.6.5.11.Government

16.7.6.5.12.Others (Hospitality and Travel, etc.)

16.8.Key Segment for Channeling Investments

16.8.1. By Country

16.8.2. By Offering

16.8.3. By Tool

16.8.4. By Organization Size

16.8.5. By End Users

16.8.6. By Industry Verticals

17. Latin America Data Lakes Market Analysis and Forecasts, 2019 - 2027

17.1.Overview

17.1.1. Latin America Data Lakes Market Revenue (US$ Mn)

17.2.Latin America Data Lakes Market Revenue (US$ Mn) and Forecasts, By Offering

17.2.1. Solution

17.2.1.1.Cloud-based

17.2.1.2.On-premise

17.2.2. Services

17.2.2.1.System Infrastructure assessment

17.2.2.2.Security and Governance Strategy

17.2.2.3.Front-end Integration

17.2.2.4.Testing and Support

17.2.2.5.Consulting Services

17.2.2.6.Others

17.3.Latin America Data Lakes Market Revenue (US$ Mn) and Forecasts, By Tool

17.3.1. Artificial Intelligence

17.3.2. Machine Learning

17.3.3. Business Intelligence

17.3.4. Hadoop and MPP Migration

17.3.5. Others

17.4.Latin America Data Lakes Market Revenue (US$ Mn) and Forecasts, By Organization Size

17.4.1. Small and Medium Enterprises

17.4.2. Large Enterprises

17.5.Latin America Data Lakes Market Revenue (US$ Mn) and Forecasts, By End Users

17.5.1. IT

17.5.2. Data Scientists

17.5.3. Data Developers

17.5.4. Business Analysts

17.5.5. Others

17.6.Latin America Data Lakes Market Revenue (US$ Mn) and Forecasts, By Industry Verticals

17.6.1. Banking, Financial Services and Insurance

17.6.2. IT and Telecom

17.6.3. Media and Entertainment

17.6.4. Education

17.6.5. Healthcare

17.6.6. Facility and Maintenance

17.6.7. Retail and E-Commerce

17.6.8. Logistics and Transportation

17.6.9. Manufacturing

17.6.10. Oil and Gas

17.6.11. Government

17.6.12. Others (Hospitality and Travel, etc.)

17.7.Latin America Data Lakes Market Revenue (US$ Mn) and Forecasts, By Country

17.7.1. Brazil

17.7.1.1.Brazil Data Lakes Market Revenue (US$ Mn) and Forecasts, By Offering

17.7.1.1.1.Solution

17.7.1.1.1.1.Cloud-based

17.7.1.1.1.2.On-premise

17.7.1.1.2.Services

17.7.1.1.2.1.System Infrastructure assessment

17.7.1.1.2.2.Security and Governance Strategy

17.7.1.1.2.3.Front-end Integration

17.7.1.1.2.4.Testing and Support

17.7.1.1.2.5.Consulting Services

17.7.1.1.2.6.Others

17.7.1.2.Brazil Data Lakes Market Revenue (US$ Mn) and Forecasts, By Tool

17.7.1.2.1.Artificial Intelligence

17.7.1.2.2.Machine Learning

17.7.1.2.3.Business Intelligence

17.7.1.2.4.Hadoop and MPP Migration

17.7.1.2.5.Others

17.7.1.3.Brazil Data Lakes Market Revenue (US$ Mn) and Forecasts, By Organization Size

17.7.1.3.1.Small and Medium Enterprises

17.7.1.3.2.Large Enterprises

17.7.1.4.Brazil Data Lakes Market Revenue (US$ Mn) and Forecasts, By End Users

17.7.1.4.1.IT

17.7.1.4.2.Data Scientists

17.7.1.4.3.Data Developers

17.7.1.4.4.Business Analysts

17.7.1.4.5.Others

17.7.1.5.Brazil Data Lakes Market Revenue (US$ Mn) and Forecasts, By Industry Verticals

17.7.1.5.1.Banking, Financial Services and Insurance

17.7.1.5.2.IT and Telecom

17.7.1.5.3.Media and Entertainment

17.7.1.5.4.Education

17.7.1.5.5.Healthcare

17.7.1.5.6.Facility and Maintenance

17.7.1.5.7.Retail and E-Commerce

17.7.1.5.8.Logistics and Transportation

17.7.1.5.9.Manufacturing

17.7.1.5.10.Oil and Gas

17.7.1.5.11.Government

17.7.1.5.12.Others (Hospitality and Travel, etc.)

17.7.2. Argentina

17.7.2.1.Argentina Data Lakes Market Revenue (US$ Mn) and Forecasts, By Offering

17.7.2.1.1.Solution

17.7.2.1.1.1.Cloud-based

17.7.2.1.1.2.On-premise

17.7.2.1.2.Services

17.7.2.1.2.1.System Infrastructure assessment

17.7.2.1.2.2.Security and Governance Strategy

17.7.2.1.2.3.Front-end Integration

17.7.2.1.2.4.Testing and Support

17.7.2.1.2.5.Consulting Services

17.7.2.1.2.6.Others

17.7.2.2.Argentina Data Lakes Market Revenue (US$ Mn) and Forecasts, By Tool

17.7.2.2.1.Artificial Intelligence

17.7.2.2.2.Machine Learning

17.7.2.2.3.Business Intelligence

17.7.2.2.4.Hadoop and MPP Migration

17.7.2.2.5.Others

17.7.2.3.Argentina Data Lakes Market Revenue (US$ Mn) and Forecasts, By Organization Size

17.7.2.3.1.Small and Medium Enterprises

17.7.2.3.2.Large Enterprises

17.7.2.4.Argentina Data Lakes Market Revenue (US$ Mn) and Forecasts, By End Users

17.7.2.4.1.IT

17.7.2.4.2.Data Scientists

17.7.2.4.3.Data Developers

17.7.2.4.4.Business Analysts

17.7.2.4.5.Others

17.7.2.5.Argentina Data Lakes Market Revenue (US$ Mn) and Forecasts, By Industry Verticals

17.7.2.5.1.Banking, Financial Services and Insurance

17.7.2.5.2.IT and Telecom

17.7.2.5.3.Media and Entertainment

17.7.2.5.4.Education

17.7.2.5.5.Healthcare

17.7.2.5.6.Facility and Maintenance

17.7.2.5.7.Retail and E-Commerce

17.7.2.5.8.Logistics and Transportation

17.7.2.5.9.Manufacturing

17.7.2.5.10.Oil and Gas

17.7.2.5.11.Government

17.7.2.5.12.Others (Hospitality and Travel, etc.)

17.7.3. Rest of Latin America

17.7.3.1.Rest of Latin America Data Lakes Market Revenue (US$ Mn) and Forecasts, By Offering

17.7.3.1.1.Solution

17.7.3.1.1.1.Cloud-based

17.7.3.1.1.2.On-premise

17.7.3.1.2.Services

17.7.3.1.2.1.System Infrastructure assessment

17.7.3.1.2.2.Security and Governance Strategy

17.7.3.1.2.3.Front-end Integration

17.7.3.1.2.4.Testing and Support

17.7.3.1.2.5.Consulting Services

17.7.3.1.2.6.Others

17.7.3.2.Rest of Latin America Data Lakes Market Revenue (US$ Mn) and Forecasts, By Tool

17.7.3.2.1.Artificial Intelligence

17.7.3.2.2.Machine Learning

17.7.3.2.3.Business Intelligence

17.7.3.2.4.Hadoop and MPP Migration

17.7.3.2.5.Others

17.7.3.3.Rest of Latin America Data Lakes Market Revenue (US$ Mn) and Forecasts, By Organization Size

17.7.3.3.1.Small and Medium Enterprises

17.7.3.3.2.Large Enterprises

17.7.3.4.Rest of Latin America Data Lakes Market Revenue (US$ Mn) and Forecasts, By End Users

17.7.3.4.1.IT

17.7.3.4.2.Data Scientists

17.7.3.4.3.Data Developers

17.7.3.4.4.Business Analysts

17.7.3.4.5.Others

17.7.3.5.Rest of Latin America Data Lakes Market Revenue (US$ Mn) and Forecasts, By Industry Verticals

17.7.3.5.1.Banking, Financial Services and Insurance

17.7.3.5.2.IT and Telecom

17.7.3.5.3.Media and Entertainment

17.7.3.5.4.Education

17.7.3.5.5.Healthcare

17.7.3.5.6.Facility and Maintenance

17.7.3.5.7.Retail and E-Commerce

17.7.3.5.8.Logistics and Transportation

17.7.3.5.9.Manufacturing

17.7.3.5.10.Oil and Gas

17.7.3.5.11.Government

17.7.3.5.12.Others (Hospitality and Travel, etc.)

17.8.Key Segment for Channeling Investments

17.8.1. By Country

17.8.2. By Offering

17.8.3. By Tool

17.8.4. By Organization Size

17.8.5. By End Users

17.8.6. By Industry Verticals

18. Competitive Benchmarking

18.1.Brand Benchmarking

18.2.Market Share Analysis, 2018

18.3.Global Presence and Growth Strategies

18.3.1. Mergers and Acquisitions

18.3.2. Product Launches

18.3.3. Investments Trends

18.3.4. R&D Initiatives

19. Player Profiles

19.1.Amazon Web Services, Inc

19.1.1. Company Details

19.1.2. Company Overview

19.1.3. Product Offerings

19.1.4. Key Developments

19.1.5. Financial Analysis

19.1.6. SWOT Analysis

19.1.7. Business Strategies

19.2.Capgemini

19.2.1. Company Details

19.2.2. Company Overview

19.2.3. Product Offerings

19.2.4. Key Developments

19.2.5. Financial Analysis

19.2.6. SWOT Analysis

19.2.7. Business Strategies

19.3.Datalake Solutions

19.3.1. Company Details

19.3.2. Company Overview

19.3.3. Product Offerings

19.3.4. Key Developments

19.3.5. Financial Analysis

19.3.6. SWOT Analysis

19.3.7. Business Strategies

19.4.Dell Inc

19.4.1. Company Details

19.4.2. Company Overview

19.4.3. Product Offerings

19.4.4. Key Developments

19.4.5. Financial Analysis

19.4.6. SWOT Analysis

19.4.7. Business Strategies

19.5.Eworks

19.5.1. Company Details

19.5.2. Company Overview

19.5.3. Product Offerings

19.5.4. Key Developments

19.5.5. Financial Analysis

19.5.6. SWOT Analysis

19.5.7. Business Strategies

19.6.Google Inc

19.6.1. Company Details

19.6.2. Company Overview

19.6.3. Product Offerings

19.6.4. Key Developments

19.6.5. Financial Analysis

19.6.6. SWOT Analysis

19.6.7. Business Strategies

19.7.Huawei Software Technologies Co., Ltd

19.7.1. Company Details

19.7.2. Company Overview

19.7.3. Product Offerings

19.7.4. Key Developments

19.7.5. Financial Analysis

19.7.6. SWOT Analysis

19.7.7. Business Strategies

19.8.IBM

19.8.1. Company Details

19.8.2. Company Overview

19.8.3. Product Offerings

19.8.4. Key Developments

19.8.5. Financial Analysis

19.8.6. SWOT Analysis

19.8.7. Business Strategies

19.9.Infosys Limited

19.9.1. Company Details

19.9.2. Company Overview

19.9.3. Product Offerings

19.9.4. Key Developments

19.9.5. Financial Analysis

19.9.6. SWOT Analysis

19.9.7. Business Strategies

19.10.KPI Partners

19.10.1. Company Details

19.10.2. Company Overview

19.10.3. Product Offerings

19.10.4. Key Developments

19.10.5. Financial Analysis

19.10.6. SWOT Analysis

19.10.7. Business Strategies

19.11.Microsoft

19.11.1. Company Details

19.11.2. Company Overview

19.11.3. Product Offerings

19.11.4. Key Developments

19.11.5. Financial Analysis

19.11.6. SWOT Analysis

19.11.7. Business Strategies

19.12.SAP SE

19.12.1. Company Details

19.12.2. Company Overview

19.12.3. Product Offerings

19.12.4. Key Developments

19.12.5. Financial Analysis

19.12.6. SWOT Analysis

19.12.7. Business Strategies

19.13.Search Technologies

19.13.1. Company Details

19.13.2. Company Overview

19.13.3. Product Offerings

19.13.4. Key Developments

19.13.5. Financial Analysis

19.13.6. SWOT Analysis

19.13.7. Business Strategies

19.14.Tata Consultancy Services Limited

19.14.1. Company Details

19.14.2. Company Overview

19.14.3. Product Offerings

19.14.4. Key Developments

19.14.5. Financial Analysis

19.14.6. SWOT Analysis

19.14.7. Business Strategies

19.15.US-Analytics

19.15.1. Company Details

19.15.2. Company Overview

19.15.3. Product Offerings

19.15.4. Key Developments

19.15.5. Financial Analysis

19.15.6. SWOT Analysis

19.15.7. Business Strategies

19.16.Zaloni

19.16.1. Company Details

19.16.2. Company Overview

19.16.3. Product Offerings

19.16.4. Key Developments

19.16.5. Financial Analysis

19.16.6. SWOT Analysis

19.16.7. Business Strategies

19.17.Other Industry Participants

20. Key Findings

 

Note: This ToC is tentative and can be changed according to the research study conducted during the course of report completion.

 

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At Absolute Markets Insights, we are engaged in building both global as well as country specific reports. As a result, the approach taken for deriving the estimation and forecast for a specific country is a bit unique and different in comparison to the global research studies. In this case, we not only study the concerned market factors & trends prevailing in a particular country (from secondary research) but we also tend to calculate the actual market size & forecast from the revenue generated from the market participants involved in manufacturing or distributing the any concerned product. These companies can also be service providers. For analyzing any country specifically, we do consider the growth factors prevailing under the states/cities/county for the same. For instance, if we are analyzing an industry specific to United States, we primarily need to study about the states present under the same(where the product/service has the highest growth). Similar analysis will be followed by other countries. Our scope of the report changes with different markets.

Our research study is mainly implement through a mix of both secondary and primary research. Various sources such as industry magazines, trade journals, and government websites and trade associations are reviewed for gathering precise data. Primary interviews  are conducted to validate the market size derived from secondary research. Industry experts, major manufacturers and distributors are contacted for further validation purpose on the current market penetration and growth trends.  

Prominent participants in our primary research process include:

  • Key Opinion Leaders namely the CEOs, CSOs, VPs, purchasing managers, amongst others
  • Research and development participants, distributors/suppliers and subject matter experts

Secondary Research includes data extracted from paid data sources:

  • Reuters
  • Factiva
  • Bloomberg
  • One Source
  • Hoovers

Research Methodology

Methodology

Key Inclusions

Methodology

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