세계의 클러스터링 소프트웨어 시장 규모, 점유율, 동향 분석 보고서 : 유형별, 전개 형태별, 기업 규모별, 최종 용도별, 지역별, 부문별 예측(2025-2030년)

Clustering Software Market Size & Trends:

The global clustering software market size was estimated at USD 5.19 billion in 2024 and is anticipated to grow at a CAGR of 11.4% from 2025 to 2030. The increasing volume of data generated across industries is a major driver fueling the clustering software market. Organizations produce massive amounts of structured and unstructured data daily with the proliferation of connected devices, IoT networks, social media platforms, and e-commerce activities. Managing and extracting insights from this vast data is becoming more complex and crucial for business success. Clustering software helps businesses to group large datasets into meaningful categories, enabling better analysis, decision-making, and strategy formulation.

As companies strive to leverage big data to gain competitive advantages, the need for sophisticated clustering solutions that can automatically detect patterns, segment markets, and optimize operations is rapidly increasing, thus propelling the market forward. The expanding applications of clustering software in cybersecurity also act as a critical growth driver. As cyber threats become more sophisticated, traditional security systems often do not detect anomalies or advanced persistent threats (APTs). Clustering techniques allow cybersecurity teams to identify unusual patterns, segment malicious activities, and prioritize threats based on severity without explicit human labeling. With the growing incidence of data breaches, ransomware attacks, and other cybercrimes, organizations across the globe are investing heavily in security solutions that leverage clustering algorithms to enhance threat detection and response capabilities. This focus on proactive and intelligent cybersecurity measures creates robust opportunities for clustering software vendors.

Moreover, the emergence of cloud-based clustering solutions simplifies access and scalability, thus driving broader market adoption. Traditional on-premises clustering software often requires significant upfront investment in hardware and skilled IT staff. In contrast, cloud-based clustering platforms offer scalability, flexibility, and cost-effectiveness, allowing businesses of all sizes to benefit from advanced clustering capabilities without the burden of maintaining complex infrastructure. As more enterprises embrace digital transformation and shift toward cloud-native architectures, the demand for easy-to-deploy, subscription-based clustering solutions is rising sharply. Cloud deployment models also facilitate real-time data processing and collaboration across geographically dispersed teams, making clustering software even more attractive to modern organizations.

Furthermore, the proliferation of smart cities and IoT devices is driving the growth of the clustering software market. Smart city initiatives, which rely heavily on real-time data from IoT sensors, require sophisticated analytics tools to process and make sense of vast and diverse data streams. Clustering software is key in organizing data collected from smart traffic systems, energy grids, waste management solutions, and public safety systems. It enables urban planners and administrators to identify trends, optimize services, and proactively respond to issues. With governments worldwide increasingly investing in smart infrastructure, the use of clustering software to manage, analyze, and derive insights from IoT ecosystems is set to expand significantly.

Global Clustering Software Market Report Segmentation

This report forecasts revenue growth at global, regional, and country levels and provides an analysis of the latest industry trends in each of the sub-segments from 2018 to 2030. For this study, Grand View Research has segmented the global clustering software market report based on type, deployment, enterprise size, end use, and region:

• Type Outlook (Revenue, USD Million; 2018 - 2030)
• Self-Service Clustering
• Managed Clustering
• Hybrid Clustering
• Deployment Outlook (Revenue, USD Million; 2018 - 2030)
• On-premise
• Cloud
• Enterprise Size Outlook (Revenue, USD Million; 2018 - 2030)
• Large Enterprises
• Small and Medium Enterprises (SMEs)
• End Use Outlook (Revenue, USD Million; 2018 - 2030)
• Retail
• BFSI
• Healthcare & Life Sciences
• Manufacturing
• IT & Telecommunications
• Others
• Regional Outlook (Revenue, USD Million; 2018 - 2030)
• North America
  • U.S.
  • Canada
  • Mexico
• Europe
  • Germany
  • UK
  • France
• Asia Pacific
  • China
  • India
  • Japan
  • South Korea
  • Australia
• Latin America
  • Brazil
• Middle East & Africa
  • UAE
  • Saudi Arabia
  • South Africa

Table of Contents

Chapter 1. Methodology and Scope

• 1.1. Market Segmentation and Scope
• 1.2. Market Definitions
• 1.3. Research Methodology
  • 1.3.1. Information Procurement
  • 1.3.2. Information or Data Analysis
  • 1.3.3. Market Formulation & Data Visualization
  • 1.3.4. Data Validation & Publishing
• 1.4. Research Scope and Assumptions
  • 1.4.1. List of Data Sources

Chapter 2. Executive Summary

• 2.1. Market Outlook
• 2.2. Segment Outlook
• 2.3. Competitive Insights

Chapter 3. Clustering Software Variables, Trends, & Scope

• 3.1. Market Introduction/Lineage Outlook
• 3.2. Industry Value Chain Analysis
• 3.3. Market Dynamics
  • 3.3.1. Market Drivers Analysis
  • 3.3.2. Market Restraints Analysis
  • 3.3.3. Industry Opportunities
• 3.4. Clustering Software Analysis Tools
  • 3.4.1. Porter's Analysis
    • 3.4.1.1. Bargaining power of the suppliers
    • 3.4.1.2. Bargaining power of the buyers
    • 3.4.1.3. Threats of substitution
    • 3.4.1.4. Threats from new entrants
    • 3.4.1.5. Competitive rivalry
  • 3.4.2. PESTEL Analysis
    • 3.4.2.1. Political landscape
    • 3.4.2.2. Economic and Social landscape
    • 3.4.2.3. Technological landscape
    • 3.4.2.4. Environmental landscape
    • 3.4.2.5. Legal landscape

Chapter 4. Clustering Software: Type Estimates & Trend Analysis

• 4.1. Clustering Software Market, By Type Analysis & Market Share, 2024 & 2030
• 4.2. Self-Service Clustering
  • 4.2.1. Self-Service clustering market estimates and forecasts, 2018 - 2030 (USD Million)
• 4.3. Managed Clustering
  • 4.3.1. Managed clustering market estimates and forecasts, 2018 - 2030 (USD Million)
• 4.4. Hybrid Clustering
  • 4.4.1. Hybrid clustering market estimates and forecasts, 2018 - 2030 (USD Million)

Chapter 5. Clustering Software: Deployment Estimates & Trend Analysis

• 5.1. Clustering Software Market, By Deployment Analysis & Market Share, 2024 & 2030
• 5.2. On-premise
  • 5.2.1. On-premise market estimates and forecasts, 2018 - 2030 (USD Million)
• 5.3. Cloud
  • 5.3.1. Cloud market estimates and forecasts, 2018 - 2030 (USD Million)

Chapter 6. Clustering Software: Enterprise Size Estimates & Trend Analysis

• 6.1. Clustering Software Market, By Enterprise Size Analysis & Market Share, 2024 & 2030
• 6.2. Large Enterprises
  • 6.2.1. Large enterprises market estimates and forecasts, 2018 - 2030 (USD Million)
• 6.3. Small and Medium Enterprises
  • 6.3.1. Small and medium enterprises market estimates and forecasts, 2018 - 2030 (USD Million)

Chapter 7. Clustering Software: End Use Estimates & Trend Analysis

• 7.1. Clustering Software Market, By End Use Analysis & Market Share, 2024 & 2030
• 7.2. Retail
  • 7.2.1. Retail market estimates and forecasts, 2018 - 2030 (USD Million)
• 7.3. BFSI
  • 7.3.1. BFSI market estimates and forecasts, 2018 - 2030 (USD Million)
• 7.4. Healthcare & Life Sciences
  • 7.4.1. Healthcare & life sciences market estimates and forecasts, 2018 - 2030 (USD Million)
• 7.5. Manufacturing
  • 7.5.1. Manufacturing market estimates and forecasts, 2018 - 2030 (USD Million)
• 7.6. Others
  • 7.6.1. Others market estimates and forecasts, 2018 - 2030 (USD Million)

Chapter 8. Clustering Software Market: Regional Estimates & Trend Analysis

• 8.1. Clustering Software Market Share, By Region, 2024 & 2030 (USD Million)
• 8.2. North America
  • 8.2.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 8.2.2. Market estimates and forecast by type, 2018 - 2030 (Revenue, USD Million)
  • 8.2.3. Market estimates and forecast by deployment, 2018 - 2030 (Revenue, USD Million)
  • 8.2.4. Market estimates and forecast by enterprise size, 2018 - 2030 (Revenue, USD Million)
  • 8.2.5. Market estimates and forecast by end use, 2018 - 2030 (Revenue, USD Million)
  • 8.2.6. U.S.
    • 8.2.6.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 8.2.6.2. Market estimates and forecast by type, 2018 - 2030 (Revenue, USD Million)
    • 8.2.6.3. Market estimates and forecast by deployment, 2018 - 2030 (Revenue, USD Million)
    • 8.2.6.4. Market estimates and forecast by enterprise size, 2018 - 2030 (Revenue, USD Million)
    • 8.2.6.5. Market estimates and forecast by end use, 2018 - 2030 (Revenue, USD Million)
  • 8.2.7. Canada
    • 8.2.7.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 8.2.7.2. Market estimates and forecast by type, 2018 - 2030 (Revenue, USD Million)
    • 8.2.7.3. Market estimates and forecast by deployment, 2018 - 2030 (Revenue, USD Million)
    • 8.2.7.4. Market estimates and forecast by enterprise size, 2018 - 2030 (Revenue, USD Million)
    • 8.2.7.5. Market estimates and forecast by end use, 2018 - 2030 (Revenue, USD Million)
  • 8.2.8. Mexico
    • 8.2.8.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 8.2.8.2. Market estimates and forecast by type, 2018 - 2030 (Revenue, USD Million)
    • 8.2.8.3. Market estimates and forecast by deployment, 2018 - 2030 (Revenue, USD Million)
    • 8.2.8.4. Market estimates and forecast by enterprise size, 2018 - 2030 (Revenue, USD Million)
    • 8.2.8.5. Market estimates and forecast by end use, 2018 - 2030 (Revenue, USD Million)
• 8.3. Europe
  • 8.3.1. Market estimates and forecast by type, 2018 - 2030 (Revenue, USD Million)
  • 8.3.2. Market estimates and forecast by deployment, 2018 - 2030 (Revenue, USD Million)
  • 8.3.3. Market estimates and forecast by enterprise size, 2018 - 2030 (Revenue, USD Million)
  • 8.3.4. Market estimates and forecast by end use, 2018 - 2030 (Revenue, USD Million)
  • 8.3.5. UK
    • 8.3.5.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 8.3.5.2. Market estimates and forecast by type, 2018 - 2030 (Revenue, USD Million)
    • 8.3.5.3. Market estimates and forecast by deployment, 2018 - 2030 (Revenue, USD Million)
    • 8.3.5.4. Market estimates and forecast by enterprise size, 2018 - 2030 (Revenue, USD Million)
    • 8.3.5.5. Market estimates and forecast by end use, 2018 - 2030 (Revenue, USD Million)
  • 8.3.6. Germany
    • 8.3.6.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 8.3.6.2. Market estimates and forecast by type, 2018 - 2030 (Revenue, USD Million)
    • 8.3.6.3. Market estimates and forecast by deployment, 2018 - 2030 (Revenue, USD Million)
    • 8.3.6.4. Market estimates and forecast by enterprise size, 2018 - 2030 (Revenue, USD Million)
    • 8.3.6.5. Market estimates and forecast by end use, 2018 - 2030 (Revenue, USD Million)
  • 8.3.7. France
    • 8.3.7.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 8.3.7.2. Market estimates and forecast by type, 2018 - 2030 (Revenue, USD Million)
    • 8.3.7.3. Market estimates and forecast by deployment, 2018 - 2030 (Revenue, USD Million)
    • 8.3.7.4. Market estimates and forecast by enterprise size, 2018 - 2030 (Revenue, USD Million)
    • 8.3.7.5. Market estimates and forecast by end use, 2018 - 2030 (Revenue, USD Million)
• 8.4. Asia Pacific
  • 8.4.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 8.4.2. Market estimates and forecast by type, 2018 - 2030 (Revenue, USD Million)
  • 8.4.3. Market estimates and forecast by deployment, 2018 - 2030 (Revenue, USD Million)
  • 8.4.4. Market estimates and forecast by enterprise size, 2018 - 2030 (Revenue, USD Million)
  • 8.4.5. Market estimates and forecast by end use, 2018 - 2030 (Revenue, USD Million)
  • 8.4.6. China
    • 8.4.6.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 8.4.6.2. Market estimates and forecast by type, 2018 - 2030 (Revenue, USD Million)
    • 8.4.6.3. Market estimates and forecast by deployment, 2018 - 2030 (Revenue, USD Million)
    • 8.4.6.4. Market estimates and forecast by enterprise size, 2018 - 2030 (Revenue, USD Million)
    • 8.4.6.5. Market estimates and forecast by end use, 2018 - 2030 (Revenue, USD Million)
  • 8.4.7. India
    • 8.4.7.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 8.4.7.2. Market estimates and forecast by type, 2018 - 2030 (Revenue, USD Million)
    • 8.4.7.3. Market estimates and forecast by deployment, 2018 - 2030 (Revenue, USD Million)
    • 8.4.7.4. Market estimates and forecast by enterprise size, 2018 - 2030 (Revenue, USD Million)
    • 8.4.7.5. Market estimates and forecast by end use, 2018 - 2030 (Revenue, USD Million)
  • 8.4.8. Japan
    • 8.4.8.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 8.4.8.2. Market estimates and forecast by type, 2018 - 2030 (Revenue, USD Million)
    • 8.4.8.3. Market estimates and forecast by deployment, 2018 - 2030 (Revenue, USD Million)
    • 8.4.8.4. Market estimates and forecast by enterprise size, 2018 - 2030 (Revenue, USD Million)
    • 8.4.8.5. Market estimates and forecast by end use, 2018 - 2030 (Revenue, USD Million)
  • 8.4.9. Australia
    • 8.4.9.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 8.4.9.2. Market estimates and forecast by type, 2018 - 2030 (Revenue, USD Million)
    • 8.4.9.3. Market estimates and forecast by deployment, 2018 - 2030 (Revenue, USD Million)
    • 8.4.9.4. Market estimates and forecast by enterprise size, 2018 - 2030 (Revenue, USD Million)
    • 8.4.9.5. Market estimates and forecast by end use, 2018 - 2030 (Revenue, USD Million)
  • 8.4.10. South Korea
    • 8.4.10.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 8.4.10.2. Market estimates and forecast by type, 2018 - 2030 (Revenue, USD Million)
    • 8.4.10.3. Market estimates and forecast by deployment, 2018 - 2030 (Revenue, USD Million)
    • 8.4.10.4. Market estimates and forecast by enterprise size, 2018 - 2030 (Revenue, USD Million)
    • 8.4.10.5. Market estimates and forecast by end use, 2018 - 2030 (Revenue, USD Million)
• 8.5. Latin America
  • 8.5.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 8.5.2. Market estimates and forecast by type, 2018 - 2030 (Revenue, USD Million)
  • 8.5.3. Market estimates and forecast by deployment, 2018 - 2030 (Revenue, USD Million)
  • 8.5.4. Market estimates and forecast by enterprise size, 2018 - 2030 (Revenue, USD Million)
  • 8.5.5. Market estimates and forecast by end use, 2018 - 2030 (Revenue, USD Million)
  • 8.5.6. Brazil
    • 8.5.6.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 8.5.6.2. Market estimates and forecast by type, 2018 - 2030 (Revenue, USD Million)
    • 8.5.6.3. Market estimates and forecast by deployment, 2018 - 2030 (Revenue, USD Million)
    • 8.5.6.4. Market estimates and forecast by enterprise size, 2018 - 2030 (Revenue, USD Million)
    • 8.5.6.5. Market estimates and forecast by end use, 2018 - 2030 (Revenue, USD Million)
• 8.6. Middle East & Africa
  • 8.6.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 8.6.2. Market estimates and forecast by type, 2018 - 2030 (Revenue, USD Million)
  • 8.6.3. Market estimates and forecast by deployment, 2018 - 2030 (Revenue, USD Million)
  • 8.6.4. Market estimates and forecast by enterprise size, 2018 - 2030 (Revenue, USD Million)
  • 8.6.5. Market estimates and forecast by end use, 2018 - 2030 (Revenue, USD Million)
  • 8.6.6. UAE
    • 8.6.6.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 8.6.6.2. Market estimates and forecast by type, 2018 - 2030 (Revenue, USD Million)
    • 8.6.6.3. Market estimates and forecast by deployment, 2018 - 2030 (Revenue, USD Million)
    • 8.6.6.4. Market estimates and forecast by enterprise size, 2018 - 2030 (Revenue, USD Million)
    • 8.6.6.5. Market estimates and forecast by end use, 2018 - 2030 (Revenue, USD Million)
  • 8.6.7. Saudi Arabia
    • 8.6.7.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 8.6.7.2. Market estimates and forecast by type, 2018 - 2030 (Revenue, USD Million)
    • 8.6.7.3. Market estimates and forecast by deployment, 2018 - 2030 (Revenue, USD Million)
    • 8.6.7.4. Market estimates and forecast by enterprise size, 2018 - 2030 (Revenue, USD Million)
    • 8.6.7.5. Market estimates and forecast by end use, 2018 - 2030 (Revenue, USD Million)
  • 8.6.8. South Africa
    • 8.6.8.1. Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 8.6.8.2. Market estimates and forecast by type, 2018 - 2030 (Revenue, USD Million)
    • 8.6.8.3. Market estimates and forecast by deployment, 2018 - 2030 (Revenue, USD Million)
    • 8.6.8.4. Market estimates and forecast by enterprise size, 2018 - 2030 (Revenue, USD Million)
    • 8.6.8.5. Market estimates and forecast by end use, 2018 - 2030 (Revenue, USD Million)

Chapter 9. Competitive Landscape

• 9.1. Recent Developments & Impact Analysis by Key Market Participants
• 9.2. Company Categorization
• 9.3. Company Market Share Analysis, 2024
• 9.4. Company Heat Map Analysis
• 9.5. Strategy Mapping
  • 9.5.1. Expansion
  • 9.5.2. Mergers & Acquisition
  • 9.5.3. Partnerships & Collaborations
  • 9.5.4. Product Launches
  • 9.5.5. Recent Developments
• 9.6. Company Profiles
  • 9.6.1. Informatica Corporation
    • 9.6.1.1. Participant's Overview
    • 9.6.1.2. Financial Performance
    • 9.6.1.3. Product Benchmarking
    • 9.6.1.4. Recent Developments
  • 9.6.2. Splunk Inc.
    • 9.6.2.1. Participant's Overview
    • 9.6.2.2. Financial Performance
    • 9.6.2.3. Product Benchmarking
    • 9.6.2.4. Recent Developments
  • 9.6.3. Oracle Corporation
    • 9.6.3.1. Participant's Overview
    • 9.6.3.2. Financial Performance
    • 9.6.3.3. Product Benchmarking
    • 9.6.3.4. Recent Developments
  • 9.6.4. Google LLC
    • 9.6.4.1. Participant's Overview
    • 9.6.4.2. Financial Performance
    • 9.6.4.3. Product Benchmarking
    • 9.6.4.4. Recent Developments
  • 9.6.5. SAP SE
    • 9.6.5.1. Participant's Overview
    • 9.6.5.2. Financial Performance
    • 9.6.5.3. Product Benchmarking
    • 9.6.5.4. Recent Developments
  • 9.6.6. SAS Institute Inc.
    • 9.6.6.1. Participant's Overview
    • 9.6.6.2. Financial Performance
    • 9.6.6.3. Product Benchmarking
    • 9.6.6.4. Recent Developments
  • 9.6.7. Micro Focus International plc
    • 9.6.7.1. Participant's Overview
    • 9.6.7.2. Financial Performance
    • 9.6.7.3. Product Benchmarking
    • 9.6.7.4. Recent Developments
  • 9.6.8. Alteryx Inc.
    • 9.6.8.1. Participant's Overview
    • 9.6.8.2. Financial Performance
    • 9.6.8.3. Product Benchmarking
    • 9.6.8.4. Recent Developments
  • 9.6.9. Tibco Software Inc.
    • 9.6.9.1. Participant's Overview
    • 9.6.9.2. Financial Performance
    • 9.6.9.3. Product Benchmarking
    • 9.6.9.4. Recent Developments
  • 9.6.10. RapidMiner Inc.
    • 9.6.10.1. Participant's Overview
    • 9.6.10.2. Financial Performance
    • 9.6.10.3. Product Benchmarking
    • 9.6.10.4. Recent Developments
  • 9.6.11. Amazon Web Services Inc.
    • 9.6.11.1. Participant's Overview
    • 9.6.11.2. Financial Performance
    • 9.6.11.3. Product Benchmarking
    • 9.6.11.4. Recent Developments
  • 9.6.12. Microsoft Corporation
    • 9.6.12.1. Participant's Overview
    • 9.6.12.2. Financial Performance
    • 9.6.12.3. Product Benchmarking
    • 9.6.12.4. Recent Developments
  • 9.6.13. IBM Corporation
    • 9.6.13.1. Participant's Overview
    • 9.6.13.2. Financial Performance
    • 9.6.13.3. Product Benchmarking
    • 9.6.13.4. Recent Developments
  • 9.6.14. Qubole Inc.
    • 9.6.14.1. Participant's Overview
    • 9.6.14.2. Financial Performance
    • 9.6.14.3. Product Benchmarking
    • 9.6.14.4. Recent Developments
  • 9.6.15. Teradata Corporation
    • 9.6.15.1. Participant's Overview
    • 9.6.15.2. Financial Performance
    • 9.6.15.3. Product Benchmarking
    • 9.6.15.4. Recent Developments