查看購物車
  • Simplified Chinese
  • English
  • Japanese
  • Korean
封面
市場調查報告書
商品編碼
1493443

資料湖市場規模、佔有率、趨勢分析報告：按類型、按部署、按行業、按地區、細分市場預測，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個工作天內

價格

資料湖市場成長與趨勢：

Grand View Research, Inc.最新報告顯示，到2030年，全球資料湖市場規模預計將達到598.9億美元，2024年至2030年複合年成長率為23.8%。

資料 Lakehouse架構的興起是全球市場的重要趨勢。這些架構將資料湖的靈活性和成本效益與資料倉儲的結構化管治和效能相結合，為資料儲存、處理和分析提供統一的平台。資料湖屋旨在提供兩全其美的功能，使組織能夠利用傳統資料管理方法的優勢，同時滿足現代資料驅動型企業不斷變化的需求。資料湖和資料倉儲技術的整合簡化了資料管理環境，降低了複雜性，並使組織能夠資料資產中獲得最大價值。

隨著物聯網 (IoT) 和邊緣運算的不斷普及，資料湖解決方案正在不斷發展，以無縫整合和處理這些分散式來源的資料。資料湖平台正在開發攝取、處理和分析邊緣產生的資料的功能，從而在接近資料生成點時實現即時洞察和決策。這一趨勢將有助於組織利用物聯網資料的價值做出更明智的決策，特別是在時間敏感和任務關鍵型場景中。透過將資料湖擴展到邊緣，企業可以釋放物聯網投資的全部潛力，最佳化業務效率，並推動資料主導的決策以推動創新。

本地資料湖解決方案擴大與本地分析和商業智慧(BI) 工具相結合，以提供更整合和全面的資料管理生態系統。這種整合使企業能夠運行高級分析、生成互動式視覺化並直接在其本地資料湖環境中獲得見解，而無需單獨的 BI 平台。這種趨勢有助於彌合資料湖和需要可行見解的業務用戶之間的差距。透過將資料湖功能與本地分析和 BI 無縫整合，企業可以幫助其團隊從本地資料資產中獲得最大價值，並做出更明智、資料主導的決策。

資料湖市場報告亮點

  • 按類型分類，解決方案細分市場將在 2023 年以 56.15% 的最大銷售佔有率引領市場。支援進階分析和資料視覺化的解決方案正在成為資料湖供應商的關鍵賣點。這些工具使企業能夠從資料中獲得更深入的見解並做出資料主導的決策。
  • 從部署來看，本地細分在 2023 年以 45.62% 的最大收入佔有率引領市場。資料安全仍然是企業最關心的問題，尤其是在金融和醫療保健等受監管行業。在這些領域，本地資料湖是首選，因為它們可以更好地控制資料安全性和合規性。
  • 從產業來看，零售業在2023年以18.65%的銷售佔有率領先市場。零售公司利用資料湖解決方案來整合來自不同接觸點（包括店內、線上、行動和社交媒體）的客戶資料，以全面了解消費行為並提供個人化體驗。
  • 2023年，北美地區將以36.32%的銷售佔有率佔據市場主導地位。北美地區資料隱私法規意識不斷增強，企業在部署資料湖時更加重視資料安全和合規性。資料湖解決方案供應商提供協助組織滿足這些要求的功能和特性。
  • 無伺服器資料湖架構越來越受歡迎，使企業能夠專注於資料和分析需求，而無需承擔管理底層基礎設施的負擔。這種方法可以提高成本效率，並提高回應不斷變化的資料和處理要求的靈活性。

目錄

第1章調查方法和範圍

第 2 章執行摘要

第 3 章資料湖市場變數、趨勢與範圍

  • 市場體系展望
  • 市場動態
    • 市場促進因素分析
    • 市場限制因素分析
    • 產業挑戰
  • 資料湖市場分析工具
    • 產業分析-波特五力分析
    • PESTEL分析

第 4 章資料湖市場：按類型估計和趨勢分析

  • 細分儀表板
  • 資料湖市場：2022 年和 2030 年按類型分類的變化分析
  • 解決方案
  • 服務

第5章資料湖市場：發展預測與趨勢分析

  • 細分儀表板
  • 資料湖市場：2022 年和 2030 年按部署進行的變化分析
  • 本地
  • 雲

第6章資料湖市場：按應用進行估計和趨勢分析

  • 細分儀表板
  • 資料湖市場：2022 年和 2030 年按應用分類的變化分析
  • IT
  • BFSI
  • 零售
  • 衛生保健
  • 媒體和娛樂
  • 製造業
  • 其他

第7章資料湖市場：按地區估算與趨勢分析

  • 資料湖市場佔有率：按地區分類，2022 年和 2030 年
  • 北美洲
    • 2017-2030 年北美資料湖市場估計與預測
    • 美國
    • 加拿大
  • 歐洲
    • 2017-2030 年歐洲資料湖市場估計與預測
    • 英國
    • 德國
    • 法國
  • 亞太地區
    • 2017-2030 年亞太地區資料湖市場估計與預測
    • 中國
    • 日本
    • 印度
    • 韓國
    • 澳洲
  • 拉丁美洲
    • 2017-2030 年拉丁美洲資料湖市場估計與預測
    • 巴西
    • 墨西哥
  • 中東和非洲
    • 2017-2030 年中東和非洲資料湖市場估計和預測
    • 阿拉伯聯合大公國
    • 沙烏地阿拉伯
    • 南非

第8章 競爭格局

  • 公司分類
  • 公司市場定位
  • 參與企業概況
  • 財務績效
  • 產品基準
  • 企業熱力圖分析
  • 策略規劃
  • 公司簡介/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