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市场调查报告书
商品编码
1493443

资料湖市场规模、份额、趋势分析报告：按类型、按部署、按行业、按地区、细分市场预测，2024-2030 年

Data Lake Market Size, Share & Trends Analysis Report By Type (Solution, Services), By Deployment (On-Premises, Cloud), By Vertical, By Region, And Segment Forecasts, 2024 - 2030
出版日期: | 出版商: Grand View Research | 英文 150 Pages | 商品交期: 2-10个工作天内

价格

资料湖市场成长与趋势：

Grand View Research, Inc.最新报告显示，到2030年，全球资料湖市场规模预计将达到598.9亿美元，2024年至2030年复合年增长率为23.8%。

资料 Lakehouse架构的兴起是全球市场的重要趋势。这些架构将资料湖的灵活性和成本效益与资料仓储的结构化管治和效能相结合，为资料储存、处理和分析提供统一的平台。资料湖屋旨在提供两全其美的功能，使组织能够利用传统资料管理方法的优势，同时满足现代资料驱动型企业不断变化的需求。资料湖和资料仓储技术的整合简化了资料管理环境，降低了复杂性，并使组织能够资料资产中获得最大价值。

随着物联网 (IoT) 和边缘运算的不断普及，资料湖解决方案正在不断发展，以无缝整合和处理这些分散式来源的资料。资料湖平台正在开发摄取、处理和分析边缘产生的资料的功能，从而在接近资料生成点时实现即时洞察和决策。这一趋势将有助于组织利用物联网资料的价值做出更明智的决策，特别是在时间敏感和任务关键型场景中。透过将资料湖扩展到边缘，企业可以释放物联网投资的全部潜力，优化业务效率，并推动资料主导的决策以推动创新。

本地资料湖解决方案越来越多地与本地分析和商业智慧(BI) 工具相结合，以提供更整合和全面的资料管理生态系统。这种整合使企业能够运行高级分析、生成互动式视觉化并直接在其本地资料湖环境中获得见解，而无需单独的 BI 平台。这种趋势有助于弥合资料湖和需要可行见解的业务用户之间的差距。透过将资料湖功能与本地分析和 BI 无缝集成，企业可以帮助其团队从本地资料资产中获得最大价值，并做出更明智、资料主导的决策。

资料湖市场报告亮点

  • 按类型划分，解决方案细分市场将在 2023 年以 56.15% 的最大销售份额引领市场。支援进阶分析和资料视觉化的解决方案正在成为资料湖供应商的关键卖点。这些工具使企业能够从资料中获得更深入的见解并做出资料主导的决策。
  • 从部署来看，本地细分在 2023 年以 45.62% 的最大收入份额引领市场。资料安全仍然是企业最关心的问题，尤其是在金融和医疗保健等受监管行业。在这些领域，本地资料湖是首选，因为它们可以更好地控制资料安全性和合规性。
  • 从产业来看，零售业在2023年以18.65%的销售份额领先市场。零售公司利用资料湖解决方案来整合来自不同接触点（包括店内、线上、行动和社交媒体）的客户资料，以全面了解消费行为并提供个人化体验。
  • 2023年，北美地区将以36.32%的销售份额占据市场主导地位。北美地区资料隐私法规意识不断增强，企业在部署资料湖时更加重视资料安全和合规性。资料湖解决方案供应商提供协助组织满足这些要求的功能和特性。
  • 无伺服器资料湖架构越来越受欢迎，使企业能够专注于资料和分析需求，而无需承担管理底层基础设施的负担。这种方法可以提高成本效率，并提高回应不断变化的资料和处理要求的灵活性。

目录

第一章调查方法和范围

第 2 章执行摘要

第 3 章资料湖市场变数、趋势与范围

  • 市场体系展望
  • 市场动态
    • 市场驱动因素分析
    • 市场限制因素分析
    • 产业挑战
  • 资料湖市场分析工具
    • 产业分析-波特五力分析
    • PESTEL分析

第 4 章资料湖市场：按类型估计和趋势分析

  • 细分仪表板
  • 资料湖市场：2022 年和 2030 年按类型分類的变化分析
  • 解决方案
  • 服务

第五章资料湖市场：发展预测与趋势分析

  • 细分仪表板
  • 资料湖市场：2022 年和 2030 年按部署进行的变化分析
  • 本地
  • 云

第六章资料湖市场：按应用进行估计和趋势分析

  • 细分仪表板
  • 资料湖市场：2022 年和 2030 年按应用分類的变化分析
  • IT
  • BFSI
  • 零售
  • 卫生保健
  • 媒体和娱乐
  • 製造业
  • 其他的

第七章资料湖市场：按地区估算与趋势分析

  • 资料湖市场占有率：按地区划分，2022 年和 2030 年
  • 北美洲
    • 2017-2030 年北美资料湖市场估计与预测
    • 美国
    • 加拿大
  • 欧洲
    • 2017-2030 年欧洲资料湖市场估计与预测
    • 英国
    • 德国
    • 法国
  • 亚太地区
    • 2017-2030 年亚太地区资料湖市场估计与预测
    • 中国
    • 日本
    • 印度
    • 韩国
    • 澳洲
  • 拉丁美洲
    • 2017-2030 年拉丁美洲资料湖市场估计与预测
    • 巴西
    • 墨西哥
  • 中东和非洲
    • 2017-2030 年中东和非洲资料湖市场估计和预测
    • 阿拉伯聯合大公国
    • 沙乌地阿拉伯
    • 南非

第八章 竞争格局

  • 公司分类
  • 公司市场定位
  • 参与企业概况
  • 财务绩效
  • 产品基准
  • 企业热力图分析
  • 策略规划
  • 公司简介/上市公司
    • Amazon Web Services, Inc
    • Cloudera, Inc.
    • Dremio Corporation
    • Informatica Corporation
    • Microsoft Corporation
    • Oracle Corporation
    • SAS Institute Inc.
    • Snowflake Inc.
    • Teradata Corporation
    • Zaloni, Inc.
Product Code: GVR-4-68038-244-0

Data Lake Market Growth & Trends:

The global data lake market size is anticipated to reach USD 59.89 billion by 2030 and is projected to grow at a CAGR of 23.8% from 2024 to 2030, according to a new report by Grand View Research, Inc. The rise of data lake house architectures is a significant trend in the global market. These architectures combine the flexibility and cost-effectiveness of data lakes with the structured governance and performance of data warehouses, offering a unified platform for data storage, processing, and analysis. Data lake houses aim to provide the best of both worlds, allowing organizations to leverage the strengths of traditional data management approaches while addressing the evolving needs of modern data-driven enterprises. This convergence of data lake and data warehouse technologies simplifies the data management landscape, reduces complexity, and enables organizations to extract maximum value from their data assets.

As the Internet of Things (IoT) and edge computing continue to gain traction, data lake solutions are evolving to integrate and process data from these distributed sources seamlessly. Data lake platforms are developing capabilities to ingest, process, and analyze data generated at the edge, enabling real-time insights and decision-making closer to the point of data generation. This trend helps organizations harness the value of IoT data and make more informed decisions, especially in time-sensitive or mission-critical scenarios. By extending the data lake's reach to the edge, organizations can unlock the full potential of their IoT investments, optimize operational efficiency, and drive innovation through enhanced data-driven decision-making.

On-premises data lake solutions are converging with on-premises analytics and business intelligence (BI) tools, providing a more integrated and comprehensive data management ecosystem. This integration allows organizations to perform advanced analytics, generate interactive visualizations, and derive insights directly within the on-premises data lake environment, without the need for separate BI platforms. This trend helps bridge the gap between the data lake and the business users who require actionable insights. By seamlessly integrating data lake capabilities with on-premises analytics and BI, organizations can empower their teams to derive maximum value from their on-premises data assets and make more informed, data-driven decisions.

Data Lake Market Report Highlights:

  • Based on type, the solution segment led the market with the largest revenue share of 56.15% in 2023. Solutions that enable advanced analytics and data visualization are becoming a major selling point for data lake vendors. These tools empower businesses to gain deeper insights from their data and make data-driven decisions
  • Based on deployment, the on-premises segment led the market with the largest revenue share of 45.62% in 2023. Data security remains a top concern for enterprises, especially in regulated industries like finance and healthcare. On-premises data lakes offer greater control over data security and compliance, making them a preferred choice for these sectors
  • Based on vertical, the retail segment led the market with the largest revenue share of 18.65% in 2023. Retail organizations are adopting data lake solutions to integrate customer data from various touchpoints, including in-store, online, mobile, and social media, enabling a comprehensive understanding of consumer behavior and delivering personalized experiences
  • North America dominated the market with the revenue share of 36.32% in 2023. With the growing awareness of data privacy regulations in the North America region, organizations are placing a greater emphasis on data security and compliance in their data lake deployments. Data lake solutions providers are offering features and functionalities that help organizations to meet these requirements
  • Serverless data lake architectures are gaining traction, enabling organizations to focus on their data and analytics needs without the burden of managing underlying infrastructure. This approach can lead to improved cost efficiency and enhanced agility in responding to changing data and processing requirements

Table of Contents

Chapter 1. Methodology and Scope

  • 1.1. Market Segmentation and Scope
  • 1.2. Research Methodology
    • 1.2.1. Information Procurement
  • 1.3. Information or Data Analysis
  • 1.4. Methodology
  • 1.5. Research Scope and Assumptions
  • 1.6. Market Formulation & Validation
  • 1.7. Country Based Segment Share Calculation
  • 1.8. List of Data Sources

Chapter 2. Executive Summary

  • 2.1. Market Outlook
  • 2.2. Segment Outlook
  • 2.3. Competitive Insights

Chapter 3. Data Lake market Variables, Trends, & Scope

  • 3.1. Market Lineage Outlook
  • 3.2. Market Dynamics
    • 3.2.1. Market Driver Analysis
    • 3.2.2. Market Restraint Analysis
    • 3.2.3. Industry Challenge
  • 3.3. Data Lake market Analysis Tools
    • 3.3.1. Industry Analysis - Porter's
      • 3.3.1.1. Bargaining power of the suppliers
      • 3.3.1.2. Bargaining power of the buyers
      • 3.3.1.3. Threats of substitution
      • 3.3.1.4. Threats from new entrants
      • 3.3.1.5. Competitive rivalry
    • 3.3.2. PESTEL Analysis
      • 3.3.2.1. Political landscape
      • 3.3.2.2. Economic and Social landscape
      • 3.3.2.3. Technological landscape

Chapter 4. Data Lake market: Type Estimates & Trend Analysis

  • 4.1. Segment Dashboard
  • 4.2. Data Lake market: Type Movement Analysis, USD Million, 2022 & 2030
  • 4.3. Solution
    • 4.3.1. Solution Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 4.4. Services
    • 4.4.1. Services Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 5. Data Lake market: Deployment Estimates & Trend Analysis

  • 5.1. Segment Dashboard
  • 5.2. Data Lake market: Deployment Movement Analysis, USD Million, 2022 & 2030
  • 5.3. On-Premises
    • 5.3.1. On-Premises Data Lake market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 5.4. Cloud
    • 5.4.1. Cloud Data Lake market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 6. Data Lake market: Application Estimates & Trend Analysis

  • 6.1. Segment Dashboard
  • 6.2. Data Lake market: Application Movement Analysis, USD Million, 2022 & 2030
  • 6.3. IT
    • 6.3.1. IT Data Lake market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 6.4. BFSI
    • 6.4.1. BFSI Lake market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 6.5. Retail
    • 6.5.1. Retail Data Lake market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 6.6. Healthcare
    • 6.6.1. Healthcare Data Lake market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 6.7. Media and Entertainment
    • 6.7.1. Media and Entertainment Data Lake market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 6.8. Manufacturing
    • 6.8.1. Manufacturing Data Lake market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 6.9. Other
    • 6.9.1. Other Data Lake market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 7. Data Lake market: Regional Estimates & Trend Analysis

  • 7.1. Data Lake market Share, By Region, 2022 & 2030, USD Million
  • 7.2. North America
    • 7.2.1. North America Data Lake market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 7.2.2. U.S.
      • 7.2.2.1. U.S. Data Lake market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 7.2.3. Canada
      • 7.2.3.1. Canada Data Lake market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 7.3. Europe
    • 7.3.1. Europe Data Lake market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 7.3.2. UK
      • 7.3.2.1. UK Data Lake market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 7.3.3. Germany
      • 7.3.3.1. Germany Data Lake market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 7.3.4. France
      • 7.3.4.1. France Data Lake market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 7.4. Asia Pacific
    • 7.4.1. Asia Pacific Data Lake market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 7.4.2. China
      • 7.4.2.1. China Data Lake market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 7.4.3. Japan
      • 7.4.3.1. Japan Data Lake market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 7.4.4. India
      • 7.4.4.1. India Data Lake market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 7.4.5. South Korea
      • 7.4.5.1. South Korea Data Lake market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 7.4.6. Australia
      • 7.4.6.1. Australia Data Lake market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 7.5. Latin America
    • 7.5.1. Latin America Data Lake market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 7.5.2. Brazil
      • 7.5.2.1. Brazil Data Lake market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 7.5.3. Mexico
      • 7.5.3.1. Mexico Data Lake market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 7.6. Middle East and Africa
    • 7.6.1. Middle East and Africa Data Lake market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 7.6.2. UAE
      • 7.6.2.1. UAE Data Lake market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 7.6.3. KSA
      • 7.6.3.1. KSA Data Lake market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 7.6.4. South Africa
      • 7.6.4.1. South Africa Data Lake market Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 8. Competitive Landscape

  • 8.1. Company Categorization
  • 8.2. Company Market Positioning
  • 8.3. Participant's Overview
  • 8.4. Financial Performance
  • 8.5. Product Benchmarking
  • 8.6. Company Heat Map Analysis
  • 8.7. Strategy Mapping
  • 8.8. Company Profiles/Listing
    • 8.8.1. Amazon Web Services, Inc
    • 8.8.2. Cloudera, Inc.
    • 8.8.3. Dremio Corporation
    • 8.8.4. Informatica Corporation
    • 8.8.5. Microsoft Corporation
    • 8.8.6. Oracle Corporation
    • 8.8.7. SAS Institute Inc.
    • 8.8.8. Snowflake Inc.
    • 8.8.9. Teradata Corporation
    • 8.8.10. Zaloni, Inc.

List of Tables

  • Table 1 Global Data Lake market, by Type, 2017 - 2030 (USD Million)
  • Table 2 Global Data Lake market, by Deployment, 2017 - 2030 (USD Million)
  • Table 3 Global Data Lake market, by Vertical, 2017 - 2030 (USD Million)
  • Table 4 Global Data Lake market, by region, 2017 - 2030 (USD Million)
  • Table 5 North America Data Lake market, by country, 2017 - 2030 (USD Million)
  • Table 6 Europe Data Lake market by country, 2017 - 2030 (USD Million)
  • Table 7 Asia Pacific Data Lake market, by country, 2017 - 2030 (USD Million)
  • Table 8 Latin America Data Lake market, by country, 2017 - 2030 (USD Million)
  • Table 9 MEA Data Lake market, by country, 2017 - 2030 (USD Million)
  • Table 10 Key companies launching new products/services
  • Table 11 Key companies engaged in mergers & acquisition
  • Table 12 Key companies engaged in Research & development
  • Table 13 Key Companies engaged in expansion

List of Figures

  • Fig. 1 Information procurement
  • Fig. 2 Primary research pattern
  • Fig. 3 Market research approaches
  • Fig. 4 Value chain-based sizing & forecasting
  • Fig. 5 QFD modelling for market share assessment
  • Fig. 6 Parent market analysis
  • Fig. 7 Patient-population model
  • Fig. 8 Market formulation & validation
  • Fig. 9 Data Lake market snapshot
  • Fig. 10 Data Lake market segment snapshot
  • Fig. 11 Data Lake market competitive landscape snapshot
  • Fig. 12 Market research process
  • Fig. 13 Market driver relevance analysis (Current & future impact)
  • Fig. 14 Market restraint relevance analysis (Current & future impact)
  • Fig. 15 Data Lake Market, Type outlook key takeaways (USD Million)
  • Fig. 16 Data Lake Market: Type movement analysis 2022 & 2030 (USD Million)
  • Fig. 17 Solution Data Lake market revenue estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 18 Services Data Lake market revenue estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 19 Data Lake Market: Deployment outlook key takeaways (USD Million)
  • Fig. 20 Data Lake Market: Deployment movement analysis 2022 & 2030 (USD Million)
  • Fig. 21 On-premises Data Lake market revenue estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 22 Cloud Data Lake market revenue estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 23 Data Lake Market: Vertical outlook key takeaways (USD Million)
  • Fig. 24 Data Lake Market: Vertical movement analysis 2022 & 2030 (USD Million)
  • Fig. 25 IT Data Lake market revenue estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 26 BFSI Data Lake market revenue estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 27 Retail Data Lake market revenue estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 28 Healthcare Data Lake market revenue estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 29 Media and Entertainment Data Lake market revenue estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 30 Manufacturing Data Lake market revenue estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 31 Other Data Lake market revenue estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 32 Regional marketplace: Key takeaways
  • Fig. 33 Data Lake Market: Regional outlook, 2022 & 2030 (USD Million)
  • Fig. 34 North America Data Lake market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 35 U.S. Data Lake market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 36 Canada Data Lake market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 37 Europe Data Lake market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 38 U.K. Data Lake market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 39 Germany Data Lake market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 40 France Data Lake market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 41 Asia Pacific Data Lake market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 42 Japan Data Lake market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 43 China Data Lake market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 44 India Data Lake market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 45 South Korea Data Lake market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 46 Australia Data Lake market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 47 Latin America Data Lake market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 48 Brazil Data Lake market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 49 Mexico Data Lake market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 50 MEA Data Lake market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 51 UAE Data Lake market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 52 KSA Data Lake market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 53 South Africa Data Lake market estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 54 Strategy framework
  • Fig. 55 Company Categorization