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巨量資料

市場調查報告書

商品編碼

1569435

製造業巨量資料市場規模、佔有率和成長分析：按產品、部署模式、應用程式和地區分類 - 產業預測，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個工作天內

價格

簡介目錄

2022年全球製造業巨量資料市場規模約51億美元，從2023年的58億美元成長到2031年的148億美元，預測期間(2024~2031年)預計複合年成長率為12.5%。

由於快速工業化導致資料生成迅速增加，製造業巨量資料分析市場正經歷顯著成長。向「智慧工業」範式的轉變正在促進即時資料創建和視覺化，使製造商能夠利用巨量資料趨勢的見解。隨著分析技術的進步從說明轉向預測性，業界擴大採用基於指標的決策框架。這種演變需要網路邊緣強大的處理能力來支援越來越多的連接設備並提高營運效率。此外，IT 部門正在為本地和雲端應用程式尋找擴充性且靈活的解決方案。巨量資料解決方案現在主要由人工智慧和機器學習提供支持，實現自動化網路管理和增強的故障排除功能。此外，各種開放原始碼舉措正在積極致力於建立製造巨量資料應用程式的虛擬標準。儘管巨量資料分析取得了令人鼓舞的成就，但製造業尚未充分發揮其潛力，這表明未來的成長機會巨大。製造業之間效率的差異，例如汽車供應鏈中的複雜關係，凸顯了最佳化巨量資料使用的因素。有鑑於這些趨勢，美國製造業巨量資料市場預計將在預測期內維持強勁的複合年成長率，凸顯該產業投資和創新的戰略路徑。

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
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.

簡介目錄

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