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巨量資料

市場調查報告書

商品編碼

1562490

巨量資料市場規模、佔有率、按產品、業務功能、資料類型、產業和地區進行的成長分析 - 產業預測，2024-2031 年

Big Data Market Size, Share, Growth Analysis, By Offering, By Business Function, By Data Type, By Vertical, By Region - Industry Forecast 2024-2031

出版日期: 2024年09月14日 | 出版商:

SkyQuest | 英文 214 Pages | 商品交期: 3-5個工作天內

價格

簡介目錄

2022年全球巨量資料市場規模將達到1,902億美元，從2023年的2,202億美元成長到2031年的5,739億美元，複合年成長率預計將成長12.72%。

虛擬線上工作場所的興起和社交媒體的日益普及推動了巨量資料市場的擴張。網際網路的使用日益廣泛，具有無縫通訊、豐富的資源、輕鬆共用以及透過線上服務產生日常資料等眾多好處，預計將進一步推動需求。此外，在消費者偏好不斷變化和購買力不斷增強的推動下，智慧型設備的激增（尤其是在新興市場）也推動了這一趨勢。隨著對行動裝置和應用程式的需求增加，巨量資料預計將在各個行業中變得更加普遍。巨量資料解決方案提供了寶貴的見解，使企業能夠有效地管理大量資料，在提高資料處理能力的同時提供顯著的成本節約機會。

技術分析
價值鏈分析
市場生態系統
巨量資料的演變
巨量資料架構
案例研究分析
- Erste Group Bank 在單一雲端平台上使用 Oracle巨量資料機來實現 360 度客戶視圖。
- Robi Axiata Limited 使用 Cloudera 平台改善客戶體驗
- Myntra 使用 Azure Synapse Analytics 和 Azure HDInsight 來穩定其服務並與前一年同期比較增加流量。
- 印度石油公司透過使用 Qlik 提供巨量資料的即時分析來實現商業價值。
- Brembo 使用 TIBCO Spotfire 在巨量資料的幫助下增強其生產流程。
- IQVIA 使用 Qlik巨量資料分析來支援英國醫療保健服務。
專利分析
價格分析
貿易分析
巨量資料市場最佳實踐
巨量資料經營模式
客戶和購買標準分析
監管環境
創新矩陣
重點投資分析
關鍵成功因素
競爭程度

巨量資料市場：依產品分類

市場概況
軟體，依類型
- 巨量資料分析軟體
- 處方分析工具
- 診斷分析工具
- 說明分析工具
- 預測分析工具
- 資料管理軟體
- 資料安全工具
- 主資料管理工具
- 資料整合工具
- 資料遷移工具
- 資料倉儲工具
- 資料管治工具
- 其他
- 資料探勘軟體
- 資料分類工具
- 回歸工具
- 叢集工具
- 關聯規則挖掘工具
- 資料視覺化軟體
- 靜態資料視覺化工具
- 互動資料視覺化工具
按軟體、部署方式
- 雲
- 公共雲端
- 私有雲端
- 混合雲端
- 本地
服務
- 巨量資料諮詢服務
- 巨量資料清洗/擦洗服務
- 巨量資料儲存及處理服務
- 巨量資料分析及報告服務
- 巨量資料保全服務
- BDaaS（Big Data as a Service）
- 其他服務

巨量資料市場：依業務功能分類

市場概況
行銷/銷售
- 客戶區隔
- 社群媒體管理
- 銷售額預測
- 客戶旅程管理
- 其他
人力資源
- 人才引進
- 員工敬業度
- 人力資源管理
- 績效管理
- 其他
手術
- 最佳化IT基礎設施的 IT基礎架構
- IT服務管理
- 事件回應/解決方案
- 庫存管理
- 其他
財務/會計
- 詐欺偵測
- 風險管理
- 財務預測
- 信用評分
- 其他
其他業務功能

巨量資料市場：按資料類型

市場概況
結構化資料
半結構化資料
非結構化資料

巨量資料市場：依產業分類

市場概況
BFSI
- 演算法交易/投資分析
- 客戶流失預測/保留
- 信用評分/風險評估
- 金融詐騙的檢測與預防
- 個人化財務規劃
- 其他
通訊
- 網路效能監控
- 用戶管理
- 網路基礎設施的預測性維護
- 通訊收益保障
- 網路容量規劃
- 其他
零售/消費品
- 客戶細分/個人化
- 零售庫存管理
- 電子商務管理
- 價格最佳化
- 銷售點
- 其他
醫療保健/生命科學
- 臨床資料管理
- 個人化醫療
- 人口健康管理
- 藥物發現與開發
- 患者結果預測
- 其他
政府/國防
- 預測警務和犯罪模式分析
- 網路安全與威脅情報
- 稅務及社會福利管理
- 最佳化緊急應變
- 資源分配與規劃
- 其他
車
- 自動駕駛汽車的開發
- 聯網汽車服務
- 車輛預測性維護
- 遠端資訊處理和基於使用的保險
- 汽車生產最佳化
- 其他
教育
- 學生成績管理
- 客製化課程和個人化學習
- 碰撞預測和動作偵測
- 學術研究
- 自適應測驗/評分
- 其他
製造業
- 設備和機械的預測性維護
- 品管和缺陷分析
- 智慧製造
- 能源管理和效率
- 生產流程最佳化
- 其他
運輸/物流
- 路線最佳化/交通管理
- 車隊管理
- 車輛和設備的維護
- 供應鏈可視性
- 物流/庫存管理
- 其他
其他行業

巨量資料市場規模：按地區分類

市場概況
北美洲
- 美國
- 加拿大
歐洲
- 德國
- 西班牙
- 法國
- 英國
- 義大利
- 其他歐洲國家地區
亞太地區
- 中國
- 印度
- 日本
- 韓國
- 其他亞太地區
拉丁美洲
- 巴西
- 其他拉丁美洲地區
中東和非洲 (MEA)
- 海灣合作理事會國家
- 南非
- 其他中東/非洲地區

競爭格局

前5名企業對比
主要企業市場定位（2023年）
主要市場參與者所採取的策略
近期市集活動
主要企業市場佔有率（2023年）

主要企業簡介

IBM Corporation
Microsoft Corporation
Oracle Corporation
SAP SE
Broadcom Inc.
Alphabet Inc.（Google）
Salesforce.com, Inc.
Cisco Systems, Inc.
Amazon.com, Inc.（AWS）
SAS Institute
Teradata
Accenture
HPE（Hewlett Packard Enterprise）
Alteryx
Informatica
Wipro
Ataccama
Sisense
Imply
Datapine
Fusionex
BigPanda
BigEye
Rivery
Syncari
Firebolt
Happiest Minds Technologies
Centric Consulting

簡介目錄

Product Code: SQMIG45A2351

Global Big Data Market size was valued at USD 190.2 billion in 2022 and is poised to grow from USD 220.2 billion in 2023 to USD 573.9 billion by 2031, growing at a CAGR of 12.72% during the forecast period (2024-2031).

The expansion of the big data market is being driven by the increasing number of virtual online workplaces and the growing popularity of social media, both of which generate vast amounts of data. The rising use of the internet, with its numerous advantages-such as seamless communication, abundant resources, easy sharing, and daily data generation from online services-is expected to further boost demand. Additionally, the growing adoption of smart devices, fueled by shifting consumer preferences and increased purchasing power, particularly in emerging markets, is contributing to this trend. As the demand for mobile devices and applications rises, big data will become even more prominent across various industries. By providing valuable insights and enabling businesses to efficiently manage large volumes of data, big data solutions offer significant cost-saving opportunities while improving data handling capabilities.

Top-down and bottom-up approaches were used to estimate and validate the size of the Global Big Data market and to estimate the size of various other dependent submarkets. The research methodology used to estimate the market size includes the following details: The key players in the market were identified through secondary research, and their market shares in the respective regions were determined through primary and secondary research. This entire procedure includes the study of the annual and financial reports of the top market players and extensive interviews for key insights from industry leaders such as CEOs, VPs, directors, and marketing executives. All percentage shares split, and breakdowns were determined using secondary sources and verified through Primary sources. All possible parameters that affect the markets covered in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data.

Global Big Data Market Segmental Analysis

Global Big Data Market is segmented by Offering, Business Function, Data Type, Vertical and Region. Based on Offering, the market is segmented into Software, By Type (Big Data Analytics Software (Prescriptive Analytics Tools, Diagnostic Analytics Tools, Descriptive Analytics Tools, Predictive Analytics Tools), Data Management Software (Data Security Tools, Master Data Management Tools, Data Integration Tools, Data Migration Tools, Data Warehousing Tools, Data Governance Tools, Others), Data Mining Software (Data Classification Tools, Regression Tools, Clustering Tools, Association Rule Mining Tools), Data Visualization Software (Static Data Visualization Tools, Interactive Data Visualization Tools)), Software, By Deployment Mode (Cloud (Public Cloud, Private Cloud, Hybrid Cloud), On-Premises), Services (Big Data Consulting Services, Big Data Cleansing & Scrubbing Services, Big Data Storage & Processing Services, Big Data Analytics & Reporting Services, Big Data Security Services, Big Data As A Service, Other Services). Based on Business Function, the market is segmented into Marketing & Sales (Customer Segmentation, Social Media Management, Sales Forecasting, Customer Journey Management, Others), Human Resources (Talent Acquisition, Employee Engagement, Workforce Management, Performance Management, Others), Operations (IT Infrastructure Optimization, IT Service Management, Incident Response And Resolution, Inventory Management, Others), Finance & Accounting (Fraud Detection, Risk Management, Financial Forecasting, Credit Scoring, Others), Other Business Functions. Based on Data Type, the market is segmented into Structured Data, Semi-structured Data, Unstructured Data. Based on Vertical, the market is segmented into BFSI (Algorithmic Trading & Investment Analysis, Customer Churn Prediction & Retention, Credit Scoring & Risk Assessment, Financial Fraud Detection & Prevention, Personalized Financial Planning, Others), Telecommunications (Network Performance Monitoring, Subscriber Management, Network Infrastructure Predictive Maintenance, Telecom Revenue Assurance, Network Capacity Planning, Others), Retail & Consumer Goods (Customer Segmentation & Personalization, Retail Inventory Management, E-Commerce Management, Price Optimization, Point-Of-Sale Management, Others), Healthcare & Life Sciences (Clinical Data Management, Personalized Treatment, Population Health Management, Drug Discovery & Development, Patient Outcome Prediction, Others), Government & Defense (Predictive Policing & Crime Pattern Analysis, Cybersecurity & Threat Intelligence, Tax & Welfare Management, Emergency Response Optimization, Resource Allocation & Planning, Others), Automotive (Autonomous Vehicle Development, Connected Car Services, Vehicle Predictive Maintenance, Telematics & Usage-Based Insurance, Vehicle Production Optimization, Others), Education (Student Performance Management, Customized Courses & Personalized Learning, Conflict Anticipation & Behavior Detection, Academic Research, Adaptive Testing & Grading, Others), Manufacturing (Equipment & Machinery Predictive Maintenance, Quality Control & Defect Analysis, Smart Manufacturing, Energy Management & Efficiency, Production Process Optimization, Others), Transportation & Logistics (Route Optimization & Traffic Management, Fleet Management, Vehicles & Equipment Maintenance, Supply Chain Visibility, Logistics & Inventory Management, Others), Other Verticals. Based on region, the market is segmented into North America, Europe, Asia Pacific, Latin America and Middle East & and Africa.

Drivers of the Global Big Data Market

The demand for data-driven decision-making is accelerating rapidly, fueling the growth of the big data market. Businesses are increasingly recognizing the strategic advantages of leveraging data insights to make informed and precise decisions in today's competitive environment. This shift marks a departure from traditional decision-making models, as organizations rely more on big data analytics to optimize performance, mitigate risks, and uncover new opportunities for growth and innovation.

Restraints in the Global Big Data Market

When organizations collect vast amounts of data from various sources without proper integration and interoperability, it leads to isolated data silos. This fragmentation hampers the seamless flow of information across the organization, making it difficult to derive meaningful insights. Consequently, data silos prevent businesses from achieving a unified view of their data, diminishing the effectiveness of big data solutions.

Market Trends of the Global Big Data Market

The advent of Industry 4.0 and the Industrial Internet of Things (IIoT) is revolutionizing how industries operate. This transformation is making industrial processes smarter by integrating sensors, machinery, and processing units into connected systems. As a result, a vast network of interconnected devices is emerging, enabling seamless data transfer and communication across various industrial operations.

Introduction

Objectives of the Study
Definitions
Market Scope

Research Methodology

Information Procurement
Secondary & Primary Data Sources
Market Size Estimation
Market Assumptions & Limitations

Executive Summary

Market Overview Outlook
Supply Demand Trend Analysis
Segmental Opportunity Analysis

Market Dynamics & Outlook

Market Dynamics
- Drivers
- Opportunities
- Restraints
- Challenges
Porters Analysis
- Competitive rivalry
- Threat of Substitute Products
- Bargaining Power of Buyers
- Threat of New Entrants
- Bargaining Power of Suppliers

Key Market Insights

Technology Analysis
Value Chain Analysis
Ecosystem of the Market
Evolution of Big Data
Big Data Architecture
Case study Analysis
- Erste Group Bank gained 360-degree view of customers using Oracle Big Data Appliance on single cloud platform
- Robi Axiata Limited used Cloudera platform to enhance customer experience
- Myntra used Azure Synapse Analytics and Azure HDInsight to stabilize services and increase year-over-year traffic
- Indian Oil used Qlik to achieve business value by providing real-time analytics on big data
- Brembo used TIBCO Spotfire to enhance production processes with help of big data
- IQVIA used Qlik big data analytics to help UK healthcare services
Patent Analysis
Pricing Analysis
Trade Analysis
Best Practices in Big Data market
Big Data Business Models
Customer & Buying Criteria Analysis
Regulatory Landscape
Innovation Matrix
Top Investment Analysis
Key Success Factor
Degree of Competition

Big Data Market by Offering

Market Overview
Software, By Type
- Big Data Analytics Software
- Prescriptive Analytics Tools
- Diagnostic Analytics Tools
- Descriptive Analytics Tools
- Predictive Analytics Tools
- Data Management Software
- Data Security Tools
- Master Data Management Tools
- Data Integration Tools
- Data Migration Tools
- Data Warehousing Tools
- Data Governance Tools
- Others
- Data Mining Software
- Data Classification Tools
- Regression Tools
- Clustering Tools
- Association Rule Mining Tools
- Data Visualization Software
- Static Data Visualization Tools
- Interactive Data Visualization Tools
Software, By Deployment Mode
- Cloud
- Public Cloud
- Private Cloud
- Hybrid Cloud
- On-Premises
Services
- Big Data Consulting Services
- Big Data Cleansing & Scrubbing Services
- Big Data Storage & Processing Services
- Big Data Analytics & Reporting Services
- Big Data Security Services
- Big Data As A Service
- Other Services

Big Data Market by Business Function

Market Overview
Marketing & Sales
- Customer Segmentation
- Social Media Management
- Sales Forecasting
- Customer Journey Management
- Others
Human Resources
- Talent Acquisition
- Employee Engagement
- Workforce Management
- Performance Management
- Others
Operations
- IT Infrastructure Optimization
- IT Service Management
- Incident Response And Resolution
- Inventory Management
- Others
Finance & Accounting
- Fraud Detection
- Risk Management
- Financial Forecasting
- Credit Scoring
- Others
Other Business Functions

Big Data Market by Data Type

Market Overview
Structured Data
Semi-structured Data
Unstructured Data

Big Data Market by Vertical

Market Overview
BFSI
- Algorithmic Trading & Investment Analysis
- Customer Churn Prediction & Retention
- Credit Scoring & Risk Assessment
- Financial Fraud Detection & Prevention
- Personalized Financial Planning
- Others
Telecommunications
- Network Performance Monitoring
- Subscriber Management
- Network Infrastructure Predictive Maintenance
- Telecom Revenue Assurance
- Network Capacity Planning
- Others
Retail & Consumer Goods
- Customer Segmentation & Personalization
- Retail Inventory Management
- E-Commerce Management
- Price Optimization
- Point-Of-Sale Management
- Others
Healthcare & Life Sciences
- Clinical Data Management
- Personalized Treatment
- Population Health Management
- Drug Discovery & Development
- Patient Outcome Prediction
- Others
Government & Defense
- Predictive Policing & Crime Pattern Analysis
- Cybersecurity & Threat Intelligence
- Tax & Welfare Management
- Emergency Response Optimization
- Resource Allocation & Planning
- Others
Automotive
- Autonomous Vehicle Development
- Connected Car Services
- Vehicle Predictive Maintenance
- Telematics & Usage-Based Insurance
- Vehicle Production Optimization
- Others
Education
- Student Performance Management
- Customized Courses & Personalized Learning
- Conflict Anticipation & Behavior Detection
- Academic Research
- Adaptive Testing & Grading
- Others
Manufacturing
- Equipment & Machinery Predictive Maintenance
- Quality Control & Defect Analysis
- Smart Manufacturing
- Energy Management & Efficiency
- Production Process Optimization
- Others
Transportation & Logistics
- Route Optimization & Traffic Management
- Fleet Management
- Vehicles & Equipment Maintenance
- Supply Chain Visibility
- Logistics & Inventory Management
- Others
Other Verticals

Big Data Market Size by Region

Market Overview
North America
- USA
- Canada
Europe
- Germany
- Spain
- France
- UK
- Italy
- Rest of Europe
Asia Pacific
- China
- India
- Japan
- South Korea
- Rest of Asia-Pacific
Latin America
- Brazil
- Rest of Latin America
Middle East & Africa (MEA)
- GCC Countries
- South Africa
- Rest of MEA

Competitive Landscape

Top 5 Player Comparison
Market Positioning of Key Players, 2023
Strategies Adopted by Key Market Players
Recent Activities in the Market
Key Companies Market Share (%), 2023

Key Company Profiles

IBM Corporation
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Microsoft Corporation
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Oracle Corporation
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
SAP SE
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Broadcom Inc.
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Alphabet Inc. (Google)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Salesforce.com, Inc.
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Cisco Systems, Inc.
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Amazon.com, Inc. (AWS)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
SAS Institute
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Teradata
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Accenture
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
HPE (Hewlett Packard Enterprise)
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Alteryx
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Informatica
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Wipro
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Ataccama
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Sisense
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Imply
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Datapine
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Fusionex
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
BigPanda
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
BigEye
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Rivery
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Syncari
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Firebolt
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Happiest Minds Technologies
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Centric Consulting
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments