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巨量资料

市场调查报告书

商品编码

1569435

製造业巨量资料市场规模、份额和成长分析：按产品、部署模式、应用程式和地区划分 - 产业预测，2024-2031 年

Big Data in Manufacturing Industry Market Size, Share, Growth Analysis, By Offering, By Deployment mode, By Application, By Region - Industry Forecast 2024-2031

出版日期: 2024年10月09日 | 出版商:

SkyQuest | 英文 264 Pages | 商品交期: 3-5个工作天内

价格

简介目录

2022年全球製造业巨量资料市场规模约51亿美元，从2023年的58亿美元成长到2031年的148亿美元，预计复合年增长率为12.5%。

由于快速工业化导致资料生成迅速增加，製造业巨量资料分析市场正经历显着成长。向「智慧工业」范式的转变正在促进即时资料创建和视觉化，使製造商能够利用巨量资料趋势的见解。随着分析技术的进步从说明转向预测性，业界越来越多地采用基于指标的决策框架。这种演变需要网路边缘强大的处理能力来支援越来越多的连接设备并提高营运效率。此外，IT 部门正在为本地和云端应用程式寻找扩充性且灵活的解决方案。巨量资料解决方案现在主要由人工智慧和机器学习提供支持，实现自动化网路管理和增强的故障排除功能。此外，各种开放原始码倡议正在积极致力于建立製造巨量资料应用程式的虚拟标准。儘管巨量资料分析取得了令人鼓舞的成就，但製造业尚未充分发挥其潜力，这表明未来的成长机会巨大。製造业之间效率的差异，例如汽车供应链中的复杂关係，凸显了最佳化巨量资料使用的因素。有鑑于这些趋势，美国製造业巨量资料市场预计将在预测期内维持强劲的复合年增长率，凸显该产业投资和创新的战略路径。

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
Intel Corporation
Microsoft Corporation
Oracle Corporation
SAP SE
Cisco Systems, Inc.
Hewlett Packard Enterprise
Siemens AG
Dell Technologies
Hitachi, Ltd.
Fujitsu Limited
PTC, Inc.
Teradata Corporation
Cloudera, Inc.
Alteryx, Inc.
Splunk Inc.
RapidMiner, Inc.
TIBCO Software Inc.
Accenture Plc
SAS Institute, Inc.

简介目录

Product Code: SQMIG45A2187

Global Big Data in Manufacturing Industry Market size was valued at around USD 5.1 billion in 2022 and is expected to rise from USD 5.8 billion in 2023 to reach a value of USD 14.8 billion by 2031, at a CAGR of 12.5% over the forecast period (2024-2031).

The Big Data Analytics market within the manufacturing sector is experiencing significant growth driven by a surge in data generation as industrialization rapidly evolves. The shift towards a "smart industry" paradigm is facilitating real-time data creation and visualization, allowing manufacturers to capitalize on insights from big data trends. With advancements in analytics transitioning from descriptive to predictive, the industry is increasingly adopting metrics-based decision-making frameworks. This evolution necessitates robust processing power at the network edge to support the rising number of connected devices and enhance operational efficiency. Additionally, IT departments demand scalable and flexible solutions for both on-premises and cloud applications. Big data solutions are now significantly bolstered by artificial intelligence and machine learning, enabling automated network management and enhanced troubleshooting capabilities. Furthermore, various open-source initiatives are actively working to establish standards for virtualization in big data applications within manufacturing. Despite the promising outcomes associated with Big Data analytics, the manufacturing sector has yet to fully leverage its potential, indicating considerable future growth opportunities. Variability in efficiency across different manufacturing verticals-such as the complex relationships in automotive supply chains-highlights the myriad factors at play in optimizing big data utilization. Given these trends, the US Big Data in Manufacturing Market is projected to sustain a strong compound annual growth rate (CAGR) in the upcoming forecast period, underscoring a strategic avenue for investment and innovation in the industry.

Top-down and bottom-up approaches were used to estimate and validate the size of the global big data in manufacturing industry 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 in manufacturing industry Market Segmental Analysis

Global Big Data in Manufacturing Industry Market is segmented by Offering, Deployment Mode, Application, and region. Based on Offering, the market is segmented into Solutions, and Services. Based on Deployment Mode, the market is segmented into On-premises, Cloud, and Hybrid. Based on Application the market is segmented into Customer Analytics, Operational Analytics, Quality Assessment, Supply Chain Management, Production Management, and Others. Based on region, the market is segmented into North America, Europe, Asia Pacific, Latin America and Middle East & and Africa.

Driver of the global big data in manufacturing industry Market

The growth of global big data in the manufacturing industry is significantly driven by the surge in internet usage, amplified by the rise of social media and the shift towards virtual workplaces. This widespread connectivity facilitates seamless communication and the sharing of vast amounts of information, generating extensive data crucial for refining manufacturing processes. Additionally, manufacturers are increasingly leveraging IoT devices, prompting a heightened demand for cloud-based big data technologies and analytical tools. Government investments in digital advancements further stimulate market growth, while improved accessibility to data enhances organizational insights, enabling manufacturers to innovate, optimize operations, and maintain a competitive edge in the evolving landscape.

Restraints in the global big data in manufacturing industry Market

The global big data market in the manufacturing industry faces significant restraints stemming from heightened privacy and information security concerns. As manufacturers increasingly rely on big data platforms to store sensitive commercial information, the risk of data breaches and application vulnerabilities becomes more pronounced, potentially deterring businesses from fully embracing these technologies. Additionally, the necessity for ongoing investment in new technologies, talent acquisition, and legacy system upgrades further complicates market growth. The challenges posed by ensuring data security in an ever-evolving regulatory landscape underscore the need for enhanced measures to protect proprietary information, which may inhibit the broader adoption of big data solutions in manufacturing.

Market Trends of the global big data in manufacturing industry Market

In 2023, the global big data market in the manufacturing industry is witnessing a pronounced trend towards smart industrial solutions, driven by the principles of Industry 4.0. Faced with intense competition and challenges in energy and raw material supply, manufacturers are increasingly leveraging analytics for cost reduction and operational efficiency. The rise of IoT applications facilitates condition monitoring, essential for predictive maintenance and innovations like Digital Twins, transforming traditional maintenance practices. As industry demands for high-quality outputs continue to grow amidst the pressures of low-cost mass production, intelligent data utilization is becoming pivotal for manufacturers looking to thrive in a dynamic landscape.

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

Key Success Factor
Degree of Competition
Top Investment Pockets
Ecosystem of the Market
Technology Analysis
Regulatory Analysis
Patent Analysis

Big Data in Manufacturing Industry Market, By Offering

Market Overview
Solution
Services

Big Data in Manufacturing Industry Market, By Deployment mode

Market Overview
On Premise
Cloud-based
Hybrid

Big Data in Manufacturing Industry Market, By Application

Market Overview
Customer Analytics
Operational Analytics
Quality Assessment
Supply Chain Management
Production Management
Others

Big Data in Manufacturing Industry 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
Intel 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
Cisco Systems, Inc.
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Hewlett Packard Enterprise
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Siemens AG
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Dell Technologies
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Hitachi, Ltd.
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Fujitsu Limited
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
PTC, Inc.
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Teradata Corporation
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Cloudera, Inc.
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Alteryx, Inc.
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Splunk Inc.
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
RapidMiner, Inc.
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
TIBCO Software Inc.
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
Accenture Plc
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments
SAS Institute, Inc.
- Company Overview
- Business Segment Overview
- Financial Updates
- Key Developments