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巨量资料

市场调查报告书

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1562490

巨量资料市场规模、份额、按产品、业务功能、资料类型、产业和地区进行的成长分析 - 产业预测，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个工作天内

价格

简介目录

2022年全球巨量资料市场规模将达到1,902亿美元，从2023年的2,202亿美元成长到2031年的5,739亿美元，复合年增长率预计将成长12.72%。

虚拟线上工作场所的兴起和社交媒体的日益普及推动了巨量资料市场的扩张。互联网的使用日益广泛，具有无缝通信、丰富的资源、轻鬆共用以及透过线上服务产生日常资料等众多好处，预计将进一步推动需求。此外，在消费者偏好不断变化和购买力不断增强的推动下，智慧型设备的激增（尤其是在新兴市场）也推动了这一趋势。随着对行动装置和应用程式的需求增加，巨量资料预计将在各个行业中变得更加普遍。巨量资料解决方案提供了宝贵的见解，使企业能够有效地管理大量资料，在提高资料处理能力的同时提供显着的成本节约机会。

技术分析
价值链分析
市场生态系统
巨量资料的演变
巨量资料架构
案例研究分析
- Erste Group Bank 在单一云端平台上使用 Oracle巨量资料机来实现 360 度客户视图。
- Robi Axiata Limited 使用 Cloudera 平台改善客户体验
- Myntra 使用 Azure Synapse Analytics 和 Azure HDInsight 来稳定其服务并与前一年同期比较增加流量。
- 印度石油公司透过使用 Qlik 提供巨量资料的即时分析来实现商业价值。
- Brembo 使用 TIBCO Spotfire 在巨量资料的帮助下增强其生产流程。
- IQVIA 使用 Qlik巨量资料分析来支援英国医疗保健服务。
专利分析
价格分析
贸易分析
巨量资料市场最佳实践
巨量资料经营模式
客户和购买标准分析
监管环境
创新矩阵
重点投资分析
关键成功因素
竞争程度

巨量资料市场：依产品分类

市场概况
软体，依类型
- 巨量资料分析软体
- 处方分析工具
- 诊断分析工具
- 说明分析工具
- 预测分析工具
- 资料管理软体
- 资料安全工具
- 主资料管理工具
- 资料整合工具
- 资料迁移工具
- 资料仓储工具
- 资料管治工具
- 其他的
- 资料探勘软体
- 资料分类工具
- 回归工具
- 丛集工具
- 关联规则挖掘工具
- 资料视觉化软体
- 静态资料视觉化工具
- 互动资料视觉化工具
按软体、部署方式
- 云
- 公共云端
- 私有云端
- 混合云端
- 本地
服务
- 巨量资料咨询服务
- 巨量资料清洗/擦洗服务
- 巨量资料储存及处理服务
- 巨量资料分析及报告服务
- 巨量资料保全服务
- BDaaS（Big Data as a Service）
- 其他服务

巨量资料市场：依业务功能划分

市场概况
行销/销售
- 客户区隔
- 社群媒体管理
- 销售额预测
- 客户旅程管理
- 其他的
人力资源
- 人才引进
- 员工敬业度
- 人力资源管理
- 绩效管理
- 其他的
手术
- 优化IT基础设施的 IT基础架构
- IT服务管理
- 事件回应/解决方案
- 库存管理
- 其他的
财务/会计
- 诈欺侦测
- 风险管理
- 财务预测
- 信用评分
- 其他的
其他业务功能

巨量资料市场：按资料类型

市场概况
结构化资料
半结构化资料
非结构化资料

巨量资料市场：依产业划分

市场概况
BFSI
- 演算法交易/投资分析
- 客户流失预测/保留
- 信用评分/风险评估
- 金融诈骗的检测与预防
- 个人化财务规划
- 其他的
通讯
- 网路效能监控
- 用户管理
- 网路基础设施的预测性维护
- 通讯收益保障
- 网路容量规划
- 其他的
零售/消费品
- 客户细分/个人化
- 零售库存管理
- 电子商务管理
- 价格优化
- 销售点
- 其他的
医疗保健/生命科学
- 临床资料管理
- 个人化医疗
- 人口健康管理
- 药物发现与开发
- 患者结果预测
- 其他的
政府/国防
- 预测警务和犯罪模式分析
- 网路安全与威胁情报
- 税务及社会福利管理
- 优化紧急应变
- 资源分配与规划
- 其他的
车
- 自动驾驶汽车的开发
- 联网汽车服务
- 车辆预测性维护
- 远端资讯处理和基于使用的保险
- 汽车生产优化
- 其他的
教育
- 学生成绩管理
- 客製化课程和个人化学习
- 碰撞预测和动作侦测
- 学术研究
- 自适应测验/评分
- 其他的
製造业
- 设备和机械的预测性维护
- 品管和缺陷分析
- 智慧製造
- 能源管理和效率
- 生产流程优化
- 其他的
运输/物流
- 路线优化/交通管理
- 车队管理
- 车辆和设备的维护
- 供应链可视性
- 物流/库存管理
- 其他的
其他行业

巨量资料市场规模：按地区划分

市场概况
北美洲
- 美国
- 加拿大
欧洲
- 德国
- 西班牙
- 法国
- 英国
- 义大利
- 其他欧洲国家地区
亚太地区
- 中国
- 印度
- 日本
- 韩国
- 其他亚太地区
拉丁美洲
- 巴西
- 其他拉丁美洲地区
中东和非洲 (MEA)
- 海湾合作委员会国家
- 南非
- 其他中东/非洲地区

竞争格局

前5名企业对比
主要企业市场定位（2023年）
主要市场参与者所采取的策略
近期市集活动
主要企业市场占有率（2023年）

主要企业简介

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

简介目录

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