Edge Computing Market by Component (Hardware, Software, Services), Application (Real-time Data Processing & Analysis, Predictive Maintenance, & Optimization), Organization Size (Large Enterprises, SMEs), Vertical and Region - Forecast to 2029

1.1 Study Objectives
1.2 Market Definition
1.2.1 Inclusions & Exclusions
1.3 Study Scope
1.3.1 Market Segmentation
1.3.2 Regions Covered
1.4 Years Considered
1.5 Currency Considered
Table 1 USD Exchange Rates, 2018-2023
1.6 Stakeholders
1.7 Summary of Changes
1.7.1 Recession Impact

2.1 Research Data
Figure 1 Edge Computing Market: Research Design
2.1.1 Secondary Data
2.1.2 Primary Data
2.1.2.1 Breakup of Primary Interviews
2.1.2.2 Key Industry Insights
2.2 Market Breakup and Data Triangulation
Figure 2 Edge Computing Market: Market Breakup and Data Triangulation
2.3 Market Size Estimation
Figure 3 Edge Computing Market: Top-Down and Bottom-Up Approaches
2.3.1 Top-Down Approach
Figure 4 Market Size Estimation Methodology: Top-Down Approach
2.3.2 Bottom-Up Approach
Figure 5 Market Size Estimation Methodology: Bottom-Up Approach
Figure 6 Edge Computing Market: Research Flow
2.3.3 Market Size Estimation Approaches
Figure 7 Market Size Estimation Methodology: Supply-Side Analysis
Figure 8 Market Size Estimation Methodology: Bottom-Up Approach from Supply Side - Collective Revenue of Vendors
Figure 9 Bottom-Up Approach from Supply Side: Collective Revenue of Vendors
Figure 10 Edge Computing Market: Demand-Side Approach
2.4 Market Forecast
Table 2 Factor Analysis
2.5 Impact of Recession on Edge Computing Market
2.6 Research Assumptions
2.7 Limitations and Risk Assessment

3.1 Edge Computing Market: Recession Impact
Figure 11 Impact of Recession on Edge Computing Market
Figure 12 Edge Computing Market: Segments with High Growth Rate
Figure 13 Edge Computing Market: Regional Snapshot

4.1 Attractive Opportunities for Players in Edge Computing Market
Figure 14 Improved Latency, Enhanced Data Security, and Data Sovereignty to Contribute to Market Growth
4.2 Edge Computing Market, by Component
Figure 15 Hardware Segment to Account for Largest Share During Forecast Period
4.3 Edge Computing Market, by Software
Figure 16 Data Management Segment to Account for Largest Share During Forecast Period
4.4 Edge Computing Market, by Service
Figure 17 Professional Services Segment to Lead Market During Forecast Period
4.5 Edge Computing Market, by Application
Figure 18 Real-Time Data Processing & Analytics Segment to Account for Largest Share During Forecast Period
4.6 Edge Computing Market, by Organization Size
Figure 19 SMEs Segment to Account for Larger Share by 2029
4.7 Edge Computing Market, by Software
Figure 20 Data Management Segment to Lead Market During Forecast Period
4.8 Edge Computing Market, by Vertical
Figure 21 Manufacturing Segment to Account for Largest Market During Forecast Period
4.9 Edge Computing Market: Regional Scenario
Figure 22 Asia-Pacific to Emerge as Lucrative Market for Investments in Next Five Years

5.1 Introduction
5.2 Market Dynamics
Figure 23 Edge Computing Market: Drivers, Restraints, Opportunities, and Challenges
5.2.1 Drivers
5.2.1.1 Surge in Adoption and Practice of IoT Technology Across Industries
Figure 24 Factors Driving Global Edge Computing Adoption, 2022
5.2.1.2 Rising Demand for Low Latency Applications
5.2.1.3 Stringent Government Regulatory Requirements
5.2.1.4 Integration of AI and ML
5.2.2 Restraints
5.2.2.1 Complex Nature of Edge Computing Infrastructure
5.2.3 Opportunities
5.2.3.1 Advent of 5G Network to Provide Open Avenues for Large-Scale 5G Network Deployment
5.2.3.2 Proliferation of IoT
5.2.3.3 Rapid Adoption of Edge Computing Solutions Across Sectors
5.2.3.4 Emergence of Autonomous Automobiles and Connected Car Infrastructure
5.2.4 Challenges
5.2.4.1 Increasing Data Privacy and Security Concerns
5.2.4.2 Challenges in Compatibility or Interoperability
5.3 Case Study Analysis
5.3.1 Akamai Helped Matrimony.Com Achieve Website Optimization and Increased User Retention
5.3.2 ESPN Adopted Microsoft's Innovative Technologies to Reshape Future of Sports Production
5.3.3 Vmware Helped Northern Beaches Council be Pacesetter to Drive and Digitalize Regional Municipal Services
5.3.4 Maserati Msg Racing Automated Workflow Enablement with Hewlett Packard Enterprise to Optimize Team Performance
5.3.5 99Bridges Helped Human Habits Restore and Protect Environment with Cisco's IoT Operations Dashboard
5.4 Ecosystem Analysis
Figure 25 Edge Computing Market: Ecosystem Analysis
5.5 Supply Chain Analysis
5.5.1 Edge Computing Technology Providers
5.5.2 Edge Computing Hardware Vendors
5.5.3 Network Service Providers
5.5.4 End-users
Figure 26 Supply Chain Analysis
5.6 Technology Analysis
5.6.1 Key Technologies
5.6.1.1 AI and ML
5.6.1.2 Edge Analytics
5.6.1.3 Fog Computing
5.6.1.4 Wi-Fi
5.6.1.5 Lpwans
5.6.1.6 5G
5.6.1.7 IoT
5.6.1.8 AR/VR
5.7 Pricing Analysis
5.7.1 Indicative Pricing Analysis
Table 3 Indicative Pricing Analysis of Edge Computing Market, by Key Player
5.7.2 Average Selling Price Trend
5.8 Edge Computing Market: Business Models
5.8.1 Business Models for Hardware Vendors
5.8.2 Business Models for Software Providers
5.8.3 Business Models for Service Providers
5.9 Investment Landscape
Figure 27 Leading Major Edge Computing Market Vendors, by Number of Investors and Funding Rounds, 2023
5.10 Patent Analysis
Figure 28 Number of Patents Published, 2012-2023
Figure 29 Top Five Patent Owners (Global), 2023
Table 4 Top Ten Patent Owners, 2023
5.11 Porter's Five Forces Analysis
Figure 30 Porter's Five Forces Analysis
Table 5 Impact of Porter's Five Forces on Edge Computing Market
5.11.1 Threat of New Entrants
5.11.2 Threat of Substitutes
5.11.3 Bargaining Power of Suppliers
5.11.4 Bargaining Power of Buyers
5.11.5 Intensity of Competitive Rivalry
5.12 Regulatory Implications and Industry Standards
5.12.1 General Data Protection Regulation (Gdpr)
5.12.2 Health Insurance Portability and Accountability Act (Hipaa)
5.12.3 California Consumer Privacy Act (Ccpa)
5.12.4 Personal Information Protection and Electronic Documents Act (Pipeda)
5.12.5 Personal Data Protection Act (Pdpa)
5.12.6 General Data Protection Law (Lgpd)
5.13 Regulatory Landscape
Table 6 North America: Regulatory Bodies, Government Agencies, and Other Organizations
Table 7 Europe: Regulatory Bodies, Government Agencies, and Other Organizations
Table 8 Asia-Pacific: Regulatory Bodies, Government Agencies, and Other Organizations
Table 9 Rest of the World: Regulatory Bodies, Government Agencies, and Other Organizations
5.14 Key Conferences & Events
Table 10 Key Conferences & Events, 2024-2025
5.15 Trade Analysis
5.15.1 Import Scenario
Table 11 Import Data, by Country, 2018-2022 (USD Million)
5.15.2 Export Scenario
Table 12 Export Data, by Country, 2018-2022 (USD Million)
5.16 Trends and Disruptions Impacting Customers’ Businesses
Figure 31 Revenue Shift and New Revenue Pockets for Players in Edge Computing Market
5.17 Key Stakeholders and Buying Criteria
5.17.1 Key Stakeholders in Buying Process
Figure 32 Influence of Stakeholders on Buying Process for Top Three Verticals
Table 13 Influence of Stakeholders on Buying Process for Top Three Verticals
5.17.2 Buying Criteria
Figure 33 Key Buying Criteria for Top Three Verticals
Table 14 Key Buying Criteria for Top Three Verticals

6.1 Introduction
6.1.1 Components: Edge Computing Market Drivers
Figure 34 Software Segment to Grow at Highest CAGR During Forecast Period
Table 15 Edge Computing Market, by Component, 2019-2023 (USD Million)
Table 16 Edge Computing Market, by Component, 2024-2029 (USD Million)
6.2 Hardware
6.2.1 Need for Reducing Burden on Cloud and Data Centers to Drive Adoption of Edge Computing Hardware
Figure 35 Edge Sensors Segment to Grow at Highest CAGR During Forecast Period
Table 17 Edge Computing Market, by Hardware, 2019-2023 (USD Million)
Table 18 Edge Computing Market, by Hardware, 2024-2029 (USD Million)
Table 19 Hardware: Edge Computing Market, by Region, 2019-2023 (USD Million)
Table 20 Hardware: Edge Computing Market, by Region, 2024-2029 (USD Million)
6.2.2 Edge Servers
Table 21 Edge Servers: Edge Computing Market, by Region, 2019-2023 (USD Million)
Table 22 Edge Servers: Edge Computing Market, by Region, 2024-2029 (USD Million)
6.2.2.1 Edge Compute Nodes
6.2.2.2 Edge Storage Devices
6.2.3 Edge Gateways
Table 23 Edge Gateways: Edge Computing Market, by Region, 2019-2023 (USD Million)
Table 24 Edge Gateways: Edge Computing Market, by Region, 2024-2029 (USD Million)
6.2.3.1 Industrial Edge Gateways
6.2.3.2 IoT Edge Gateways
6.2.3.3 Cloud Edge Gateways
6.2.4 Edge Sensors
Table 25 Edge Sensors: Edge Computing Market, by Region, 2019-2023 (USD Million)
Table 26 Edge Sensors: Edge Computing Market, by Region, 2024-2029 (USD Million)
6.2.4.1 Temperature Sensors
6.2.4.2 Humidity Sensors
6.2.4.3 Pressure Sensors
6.2.4.4 Motion Sensors
6.2.5 Edge Devices
Table 27 Edge Devices: Edge Computing Market, by Region, 2019-2023 (USD Million)
Table 28 Edge Devices: Edge Computing Market, by Region, 2024-2029 (USD Million)
6.2.5.1 Industrial Pcs (Ipcs)
6.2.5.2 Single-Board Computers (Sbcs)
6.2.5.3 Microcontrollers
6.3 Software
6.3.1 Edge Computing Software Provides Comprehensive Visibility and Control Over Remote Edge Environment
Figure 36 Network Management Segment to Grow at Highest CAGR During Forecast Period
Table 29 Edge Computing Market, by Software, 2019-2023 (USD Million)
Table 30 Edge Computing Market, by Software, 2024-2029 (USD Million)
Table 31 Software: Edge Computing Market, by Region, 2019-2023 (USD Million)
Table 32 Software: Edge Computing Market, by Region, 2024-2029 (USD Million)
6.3.2 Data Management
Table 33 Data Management: Edge Computing Market, by Region, 2019-2023 (USD Million)
Table 34 Data Management: Edge Computing Market, by Region, 2024-2029 (USD Million)
6.3.2.1 Data Processing
6.3.2.2 Data Analytics
6.3.2.3 Data Storage
6.3.2.4 Data Security
6.3.3 Device Management
Table 35 Device Management: Edge Computing Market, by Region, 2019-2023 (USD Million)
Table 36 Device Management: Edge Computing Market, by Region, 2024-2029 (USD Million)
6.3.3.1 Device Provisioning
6.3.3.2 Firmware and Software Updates
6.3.3.3 Device Monitoring
6.3.3.4 Device Security
6.3.4 Application Management
Table 37 Application Management: Edge Computing Market, by Region, 2019-2023 (USD Million)
Table 38 Application Management: Edge Computing Market, by Region, 2024-2029 (USD Million)
6.3.4.1 Application Deployment
6.3.4.2 Workflow Automation
6.3.4.3 Service Orchestration
6.3.4.4 Application Security
6.3.5 Network Management
Table 39 Network Management: Edge Computing Market, by Region, 2019-2023 (USD Million)
Table 40 Network Management: Edge Computing Market, by Region, 2024-2029 (USD Million)
6.3.5.1 Connectivity Management
6.3.5.2 Performance Monitoring
6.3.5.3 Network Optimization
6.3.5.4 Network Security
6.4 Services
6.4.1 Focus on Lowering Risks Associated with Operational Mistakes and Delivering Maximum Product Assurance to Boost Market
Figure 37 Professional Services Segment to Grow at Higher CAGR During Forecast Period
Table 41 Edge Computing Market, by Service, 2019-2023 (USD Million)
Table 42 Edge Computing Market, by Service, 2024-2029 (USD Million)
Table 43 Services: Edge Computing Market, by Region, 2019-2023 (USD Million)
Table 44 Services: Edge Computing Market, by Region, 2024-2029 (USD Million)
6.4.2 Professional Services
Table 45 Professional Services: Edge Computing Market, by Region, 2019-2023 (USD Million)
Table 46 Professional Services: Edge Computing Market, by Region, 2024-2029 (USD Million)
6.4.2.1 Consulting
6.4.2.2 Implementation
6.4.2.3 Support & Maintenance
6.4.3 Managed Services
Table 47 Managed Services: Edge Computing Market, by Region, 2019-2023 (USD Million)
Table 48 Managed Services: Edge Computing Market, by Region, 2024-2029 (USD Million)

7.1 Introduction
7.1.1 Organization Sizes: Edge Computing Market Drivers
Figure 38 Large Enterprises Segment to Lead Market by 2029
Table 49 Edge Computing Market, by Organization Size, 2019-2023 (USD Million)
Table 50 Edge Computing Market, by Organization Size, 2024-2029 (USD Million)
7.2 Large Enterprises
7.2.1 Adoption of Edge Computing Solutions to Enhance Operational Efficiency in Large Enterprises
Table 51 Large Enterprises: Edge Computing Market, by Region, 2019-2023 (USD Million)
Table 52 Large Enterprises: Edge Computing Market, by Region, 2024-2029 (USD Million)
7.3 Small and Medium-Sized Enterprises (SMEs)
7.3.1 Demand for Solutions to Resolve Complexities and Optimize Cost of Business Processes to Drive Market
Table 53 SMEs: Edge Computing Market, by Region, 2019-2023 (USD Million)
Table 54 SMEs: Edge Computing Market, by Region, 2024-2029 (USD Million)

8.1 Introduction
8.1.1 Applications: Edge Computing Market Drivers
Figure 39 IoT Sensor & Data Utilization Segment to Grow at Highest Rate During Forecast Period
Table 55 Edge Computing Market, by Application, 2019-2023 (USD Million)
Table 56 Edge Computing Market, by Application, 2024-2029 (USD Million)
8.2 Real-Time Data Processing & Analytics
8.2.1 Real-Time Data Processing and Analytics Enable Organizations to Extract Actionable Insights from Data Generated at Edge of Network
Table 57 Real-Time Data Processing & Analytics: Edge Computing Market, by Region, 2019-2023 (USD Million)
Table 58 Real-Time Data Processing & Analytics: Edge Computing Market, by Region, 2024-2029 (USD Million)
8.2.2 Stream Processing
8.2.3 Complex Event Processing (Cep)
8.2.4 Data Fusion
8.3 Predictive Maintenance & Optimization
8.3.1 Predictive Maintenance Reduces Downtime and Leverages Market Growth
Table 59 Predictive Maintenance & Optimization: Edge Computing Market, by Region, 2019-2023 (USD Million)
Table 60 Predictive Maintenance & Optimization: Edge Computing Market, by Region, 2024-2029 (USD Million)
8.3.2 Predictive Maintenance
8.3.3 Performance Optimization
8.3.4 Resource Allocation
8.4 IoT & Sensor Data Utilization
8.4.1 Significant Latency Reduction and Optimized Bandwidth Usage to Foster High Adoption of Edge Computing Software and Services
Table 61 IoT & Sensor Data Utilization: Edge Computing Market, by Region, 2019-2023 (USD Million)
Table 62 IoT & Sensor Data Utilization: Edge Computing Market, by Region, 2024-2029 (USD Million)
8.4.2 IoT Device Management
8.4.3 Sensor Data Analysis
8.4.4 Edge-To-Cloud Integration
8.5 Remote Monitoring & Management
8.5.1 Remote Monitoring and Management Solutions Deliver Fast, Reliable, and Low-Cost Data Processing
Table 63 Remote Monitoring & Management: Edge Computing Market, by Region, 2019-2023 (USD Million)
Table 64 Remote Monitoring & Management: Edge Computing Market, by Region, 2024-2029 (USD Million)
8.5.2 Device Monitoring
8.5.3 Command and Control
8.5.4 Alerting and Notification
8.6 Personalized Customer Experiences
8.6.1 Edge Computing Solutions Enhance Customer Engagement and Provide Effective Communication
Table 65 Personalized Customer Experiences: Edge Computing Market, by Region, 2019-2023 (USD Million)
Table 66 Personalized Customer Experiences: Edge Computing Market, by Region, 2024-2029 (USD Million)
8.6.2 User Behavior Analysis
8.6.3 Contextual Content Delivery
8.6.4 Predictive Recommendations
8.7 Other Applications
Table 67 Other Applications: Edge Computing Market, by Region, 2019-2023 (USD Million)
Table 68 Other Applications: Edge Computing Market, by Region, 2024-2029 (USD Million)

9.1 Introduction
9.1.1 Verticals: Edge Computing Market Drivers
Figure 40 Manufacturing Segment to Grow at Highest CAGR During Forecast Period
Table 69 Edge Computing Market, by Vertical, 2019-2023 (USD Million)
Table 70 Edge Computing Market, by Vertical, 2024-2029 (USD Million)
9.2 Manufacturing
9.2.1 Edge Computing Offers Cost-Effective Ways of Achieving Remote Monitoring in Manufacturing Companies
Table 71 Manufacturing: Edge Computing Market, by Region, 2019-2023 (USD Million)
Table 72 Manufacturing: Edge Computing Market, by Region, 2024-2029 (USD Million)
9.2.2 Manufacturing: Use Cases
9.2.2.1 Quality Control
9.2.2.2 Process Optimization
9.2.2.3 Remote Equipment Monitoring
9.2.2.4 Condition-based Monitoring
9.2.2.5 Supply Chain Optimization
9.3 Energy & Utilities
9.3.1 Edge Computing Devices Help Address Issues in Midstream Sector Related to Crude Oil Storage and Transportation
Table 73 Energy & Utilities: Edge Computing Market, by Region, 2019-2023 (USD Million)
Table 74 Energy & Utilities: Edge Computing Market, by Region, 2024-2029 (USD Million)
9.3.2 Energy & Utilities: Use Cases
9.3.2.1 Smart Grids
9.3.2.2 Fault Detection
9.3.2.3 Distributed Energy Management
9.3.2.4 Energy Optimization
9.3.2.5 Pipeline Optimization
9.4 Government & Defense
9.4.1 Government Agencies Infuse Edge Computing Solutions in IT Infrastructure for Quick Data Analysis
Table 75 Government & Defense: Edge Computing Market, by Region, 2019-2023 (USD Million)
Table 76 Government & Defense: Edge Computing Market, by Region, 2024-2029 (USD Million)
9.4.2 Government & Defense: Use Cases
9.4.2.1 Smart Cities
9.4.2.2 Traffic Management
9.4.2.3 Environmental Monitoring & Pollution Control
9.4.2.4 Public Safety & Emergency Response
9.4.2.5 Border Surveillance & Security
9.5 Telecommunications
9.5.1 Edge Computing Helps Telecom Providers Expand Network Reach with Lower Latency
Table 77 Telecommunications: Edge Computing Market, by Region, 2019-2023 (USD Million)
Table 78 Telecommunications: Edge Computing Market, by Region, 2024-2029 (USD Million)
9.5.2 Telecommunications: Use Cases
9.5.2.1 Network Optimization
9.5.2.2 Mobile Edge Computing (Mec)
9.5.2.3 Content Delivery Networks (Cdns)
9.5.2.4 Network Slicing
9.5.2.5 Edge Caching
9.6 Media & Entertainment
9.6.1 Edge Computing Provides Instantaneous Connection and Better Scalability for Content Creation and Distribution
Table 79 Media & Entertainment: Edge Computing Market, by Region, 2019-2023 (USD Million)
Table 80 Media & Entertainment: Edge Computing Market, by Region, 2024-2029 (USD Million)
9.6.2 Media & Entertainment: Use Cases
9.6.2.1 Personalized Content Recommendation
9.6.2.2 Real-Time Video Streaming
9.6.2.3 Edge-based Gaming
9.6.2.4 Virtual Production
9.6.2.5 Interactive Live Events
9.7 Retail & Consumer Goods
9.7.1 Edge Computing Leverages New Technologies to Gather Insights on Purchasing Preferences of Consumers
Table 81 Retail & Consumer Goods: Edge Computing Market, by Region, 2019-2023 (USD Million)
Table 82 Retail & Consumer Goods: Edge Computing Market, by Region, 2024-2029 (USD Million)
9.7.2 Retail & Consumer Goods: Use Cases
9.7.2.1 Real-Time Inventory Management
9.7.2.2 Personalized Marketing
9.7.2.3 In-Store Analytics
9.7.2.4 Smart Checkout
9.7.2.5 Dynamic Pricing
9.8 Transportation & Logistics
9.8.1 Edge Computing Reduces Data Sharing and Latency, Facilitating Effective and Efficient Connection with Devices and Sensors in Vehicles and Databases
Table 83 Transportation & Logistics: Edge Computing Market, by Region, 2019-2023 (USD Million)
Table 84 Transportation & Logistics: Edge Computing Market, by Region, 2024-2029 (USD Million)
9.8.2 Transportation & Logistics: Use Cases
9.8.2.1 Fleet Management
9.8.2.2 Route Optimization
9.8.2.3 Real-Time Cargo Monitoring
9.8.2.4 Warehouse Automation
9.8.2.5 Autonomous Vehicles
9.9 Healthcare & Life Sciences
9.9.1 IoT and Smart Wearable Edge Devices Record Real-Time Vital Information
Table 85 Healthcare & Life Sciences: Edge Computing Market, by Region, 2019-2023 (USD Million)
Table 86 Healthcare & Life Sciences: Edge Computing Market, by Region, 2024-2029 (USD Million)
9.9.2 Healthcare & Life Sciences: Use Cases
9.9.2.1 Remote Patient Monitoring
9.9.2.2 Smart Hospitals
9.9.2.3 Secure Data Processing
9.9.2.4 Wearable Health Devices
9.9.2.5 Genomic Analysis at the Edge
9.10 Other Verticals
Table 87 Other Verticals: Edge Computing Market, by Region, 2019-2023 (USD Million)
Table 88 Other Verticals: Edge Computing Market, by Region, 2024-2029 (USD Million)

10.1 Introduction
Figure 41 Asia-Pacific to Grow at Highest CAGR During Forecast Period
Table 89 Edge Computing Market, by Region, 2019-2023 (USD Million)
Table 90 Edge Computing Market, by Region, 2024-2029 (USD Million)
10.2 North America
10.2.1 North America: Edge Computing Market Drivers
10.2.2 North America: Recession Impact
Figure 42 North American Edge Computing Market Snapshot
Table 91 North America: Edge Computing Market, by Component, 2019-2023 (USD Million)
Table 92 North America: Edge Computing Market, by Component, 2024-2029 (USD Million)
Table 93 North America: Edge Computing Market, by Hardware, 2019-2023 (USD Million)
Table 94 North America: Edge Computing Market, by Hardware, 2024-2029 (USD Million)
Table 95 North America: Edge Computing Market, by Software, 2019-2023 (USD Million)
Table 96 North America: Edge Computing Market, by Software, 2024-2029 (USD Million)
Table 97 North America: Edge Computing Market, by Service, 2019-2023 (USD Million)
Table 98 North America: Edge Computing Market, by Service, 2024-2029 (USD Million)
Table 99 North America: Edge Computing Market, by Application, 2019-2023 (USD Million)
Table 100 North America: Edge Computing Market, by Application, 2024-2029 (USD Million)
Table 101 North America: Edge Computing Market, by Organization Size, 2019-2023 (USD Million)
Table 102 North America: Edge Computing Market, by Organization Size, 2024-2029 (USD Million)
Table 103 North America: Edge Computing Market, by Vertical, 2019-2023 (USD Million)
Table 104 North America: Edge Computing Market, by Vertical, 2024-2029 (USD Million)
Table 105 North America: Edge Computing Market, by Country, 2019-2023 (USD Million)
Table 106 North America: Edge Computing Market, by Country, 2024-2029 (USD Million)
10.2.3 US
10.2.3.1 High Adoption of Edge Computing Solutions and Associated Services to Drive Market
Table 107 US: Edge Computing Market, by Component, 2019-2023 (USD Million)
Table 108 US: Edge Computing Market, by Component, 2024-2029 (USD Million)
Table 109 US: Edge Computing Market, by Organization Size, 2019-2023 (USD Million)
Table 110 US: Edge Computing Market, by Organization Size, 2024-2029 (USD Million)
10.2.4 Canada
10.2.4.1 Focus on Enhancing Data Security and Operational Efficiency by Practicing Edge Computing Software and Services to Boost Market
Table 111 Canada: Edge Computing Market, by Component, 2019-2023 (USD Million)
Table 112 Canada: Edge Computing Market, by Component, 2024-2029 (USD Million)
Table 113 Canada: Edge Computing Market, by Organization Size, 2019-2023 (USD Million)
Table 114 Canada: Edge Computing Market, by Organization Size, 2024-2029 (USD Million)
10.3 Europe
10.3.1 Europe: Edge Computing Market Drivers
10.3.2 Europe: Recession Impact
Table 115 Europe: Edge Computing Market, by Component, 2019-2023 (USD Million)
Table 116 Europe: Edge Computing Market, by Component, 2024-2029 (USD Million)
Table 117 Europe: Edge Computing Market, by Hardware, 2019-2023 (USD Million)
Table 118 Europe: Edge Computing Market, by Hardware, 2024-2029 (USD Million)
Table 119 Europe: Edge Computing Market, by Software, 2019-2023 (USD Million)
Table 120 Europe: Edge Computing Market, by Software, 2024-2029 (USD Million)
Table 121 Europe: Edge Computing Market, by Service, 2019-2023 (USD Million)
Table 122 Europe: Edge Computing Market, by Service, 2024-2029 (USD Million)
Table 123 Europe: Edge Computing Market, by Application, 2019-2023 (USD Million)
Table 124 Europe Edge Computing Market, by Application, 2024-2029 (USD Million)
Table 125 Europe: Edge Computing Market, by Organization Size, 2019-2023 (USD Million)
Table 126 Europe: Edge Computing Market, by Organization Size, 2024-2029 (USD Million)
Table 127 Europe: Edge Computing Market, by Vertical, 2019-2023 (USD Million)
Table 128 Europe: Edge Computing Market, by Vertical, 2024-2029 (USD Million)
Table 129 Europe: Edge Computing Market, by Country, 2019-2023 (USD Million)
Table 130 Europe: Edge Computing Market, by Country, 2024-2029 (USD Million)
10.3.3 UK
10.3.3.1 Demand for Real-Time Data Processing from Companies to Boost Growth
Table 131 UK: Edge Computing Market, by Component, 2019-2023 (USD Million)
Table 132 UK: Edge Computing Market, by Component, 2024-2029 (USD Million)
Table 133 UK: Edge Computing Market, by Organization Size, 2019-2023 (USD Million)
Table 134 UK: Edge Computing Market, by Organization Size, 2024-2029 (USD Million)
10.3.4 Germany
10.3.4.1 Strong Emphasis on Industry 4.0 and Digital Transformation Initiatives to Propel Market
Table 135 Germany: Edge Computing Market, by Component, 2019-2023 (USD Million)
Table 136 Germany: Edge Computing Market, by Component, 2024-2029 (USD Million)
Table 137 Germany: Edge Computing Market, by Organization Size, 2019-2023 (USD Million)
Table 138 Germany: Edge Computing Market, by Organization Size, 2024-2029 (USD Million)
10.3.5 France
10.3.5.1 Growth of Real-Time Data Processing and Analytics and Personalized Customer Experiences to Spur Demand for Edge Computing Solutions
Table 139 France: Edge Computing Market, by Component, 2019-2023 (USD Million)
Table 140 France: Edge Computing Market, by Component, 2024-2029 (USD Million)
Table 141 France: Edge Computing Market, by Organization Size, 2019-2023 (USD Million)
Table 142 France: Edge Computing Market, by Organization Size, 2024-2029 (USD Million)
10.3.6 Italy
10.3.6.1 Presence of Key Edge Computing Vendors with Plans to Implement Smart Cities and Industrial Automation to Leverage Market Proliferation
Table 143 Italy: Edge Computing Market, by Component, 2019-2023 (USD Million)
Table 144 Italy: Edge Computing Market, by Component, 2024-2029 (USD Million)
Table 145 Italy: Edge Computing Market, by Organization Size, 2019-2023 (USD Million)
Table 146 Italy: Edge Computing Market, by Organization Size, 2024-2029 (USD Million)
10.3.7 Rest of Europe
Table 147 Rest of Europe: Edge Computing Market, by Component, 2019-2023 (USD Million)
Table 148 Rest of Europe: Edge Computing Market, by Component, 2024-2029 (USD Million)
Table 149 Rest of Europe: Edge Computing Market, by Organization Size, 2019-2023 (USD Million)
Table 150 Rest of Europe: Edge Computing Market, by Organization Size, 2024-2029 (USD Million)
10.4 Asia-Pacific
10.4.1 Asia-Pacific: Edge Computing Market Drivers
10.4.2 Asia-Pacific: Recession Impact
Figure 43 Asia-Pacific Edge Computing Market Snapshot
Table 151 Asia-Pacific: Edge Computing Market, by Component, 2019-2023 (USD Million)
Table 152 Asia-Pacific: Edge Computing Market, by Component, 2024-2029 (USD Million)
Table 153 Asia-Pacific: Edge Computing Market, by Hardware, 2019-2023 (USD Million)
Table 154 Asia-Pacific: Edge Computing Market, by Hardware, 2024-2029 (USD Million)
Table 155 Asia-Pacific: Edge Computing Market, by Software, 2019-2023 (USD Million)
Table 156 Asia-Pacific: Edge Computing Market, by Software, 2024-2029 (USD Million)
Table 157 Asia-Pacific: Edge Computing Market, by Service, 2019-2023 (USD Million)
Table 158 Asia-Pacific: Edge Computing Market, by Service, 2024-2029 (USD Million)
Table 159 Asia-Pacific: Edge Computing Market, by Application, 2019-2023 (USD Million)
Table 160 Asia-Pacific: Edge Computing Market, by Application, 2024-2029 (USD Million)
Table 161 Asia-Pacific: Edge Computing Market, by Organization Size, 2019-2023 (USD Million)
Table 162 Asia-Pacific: Edge Computing Market, by Organization Size, 2024-2029 (USD Million)
Table 163 Asia-Pacific: Edge Computing Market, by Vertical, 2019-2023 (USD Million)
Table 164 Asia-Pacific: Edge Computing Market, by Vertical, 2024-2029 (USD Million)
Table 165 Asia-Pacific: Edge Computing Market, by Country, 2019-2023 (USD Million)
Table 166 Asia-Pacific: Edge Computing Market, by Country, 2024-2029 (USD Million)
10.4.3 China
10.4.3.1 Rapid Proliferation and Surge in Adoption of Edge Computing Solutions to Drive Growth of Edge Computing Solutions
Table 167 China: Edge Computing Market, by Component, 2019-2023 (USD Million)
Table 168 China: Edge Computing Market, by Component, 2024-2029 (USD Million)
Table 169 China: Edge Computing Market, by Organization Size, 2019-2023 (USD Million)
Table 170 China: Edge Computing Market, by Organization Size, 2024-2029 (USD Million)
10.4.4 Japan
10.4.4.1 Fusion of Technologies Such as AI and Robotics with Edge Computing to Boost Demand
Table 171 Japan: Edge Computing Market, by Component, 2019-2023 (USD Million)
Table 172 Japan: Edge Computing Market, by Component, 2024-2029 (USD Million)
Table 173 Japan: Edge Computing Market, by Organization Size, 2019-2023 (USD Million)
Table 174 Japan: Edge Computing Market, by Organization Size, 2024-2029 (USD Million)
10.4.5 Australia & New Zealand (ANZ)
10.4.5.1 Extensive Adoption of Edge Computing Products to Leverage Market Proliferation, Increasing Agility in Application Deployment
Table 175 Australia & New Zealand: Edge Computing Market, by Component, 2019-2023 (USD Million)
Table 176 Australia & New Zealand: Edge Computing Market, by Component, 2024-2029 (USD Million)
Table 177 Australia & New Zealand: Edge Computing Market, by Organization Size, 2019-2023 (USD Million)
Table 178 Australia & New Zealand: Edge Computing Market, by Organization Size, 2024-2029 (USD Million)
10.4.6 Rest of Asia-Pacific
Table 179 Rest of Asia-Pacific: Edge Computing Market, by Component, 2019-2023 (USD Million)
Table 180 Rest of Asia-Pacific: Edge Computing Market, by Component, 2024-2029 (USD Million)
Table 181 Rest of Asia-Pacific: Edge Computing Market, by Organization Size, 2019-2023 (USD Million)
Table 182 Rest of Asia-Pacific: Edge Computing Market, by Organization Size, 2024-2029 (USD Million)
10.5 Middle East & Africa
10.5.1 Middle East & Africa: Edge Computing Market Drivers
10.5.2 Middle East & Africa: Recession Impact
Table 183 Middle East & Africa: Edge Computing Market, by Component, 2019-2023 (USD Million)
Table 184 Middle East & Africa: Edge Computing Market, by Component, 2024-2029 (USD Million)
Table 185 Middle East & Africa: Edge Computing Market, by Hardware, 2019-2023 (USD Million)
Table 186 Middle East & Africa: Edge Computing Market, by Hardware, 2024-2029 (USD Million)
Table 187 Middle East & Africa: Edge Computing Market, by Software, 2019-2023 (USD Million)
Table 188 Middle East & Africa: Edge Computing Market, by Software, 2024-2029 (USD Million)
Table 189 Middle East & Africa: Edge Computing Market, by Service, 2019-2023 (USD Million)
Table 190 Middle East & Africa: Edge Computing Market, by Service, 2024-2029 (USD Million)
Table 191 Middle East & Africa: Edge Computing Market, by Application, 2019-2023 (USD Million)
Table 192 Middle East & Africa: Edge Computing Market, by Application, 2024-2029 (USD Million)
Table 193 Middle East & Africa: Edge Computing Market, by Organization Size, 2019-2023 (USD Million)
Table 194 Middle East & Africa: Edge Computing Market, by Organization Size, 2024-2029 (USD Million)
Table 195 Middle East & Africa: Edge Computing Market, by Vertical, 2019-2023 (USD Million)
Table 196 Middle East & Africa: Edge Computing Market, by Vertical, 2024-2029 (USD Million)
Table 197 Middle East & Africa: Edge Computing Market, by Country/Region, 2019-2023 (USD Million)
Table 198 Middle East & Africa: Edge Computing Market, by Country/Region, 2024-2029 (USD Million)
10.5.3 GCC (Gulf Cooperation Council) Countries
Table 199 GCC Countries: Edge Computing Market, by Component, 2019-2023 (USD Million)
Table 200 GCC Countries: Edge Computing Market, by Component, 2024-2029 (USD Million)
Table 201 GCC Countries: Edge Computing Market, by Organization Size, 2019-2023 (USD Million)
Table 202 GCC Countries: Edge Computing Market, by Organization Size, 2024-2029 (USD Million)
Table 203 GCC Countries: Edge Computing Market, by Country, 2019-2023 (USD Million)
Table 204 GCC Countries: Edge Computing Market, by Country, 2024-2029 (USD Million)
10.5.3.1 Kingdom of Saudi Arabia (Ksa)
10.5.3.1.1 Need for Initiatives Such as ‘Vision 2030’ to Drive Use of Edge Computing Software and Services
10.5.3.2 United Arab Emirates (UAE)
10.5.3.2.1 Edge Computing Products to Leverage Data-Driven Insights to Gain Competitive Advantage for UAE Businesses
10.5.3.3 Rest of GCC Countries
10.5.4 South Africa
10.5.4.1 Demand for Real-Time Data Processing in Manufacturing, Healthcare, and Finance Sectors to Boost Growth
Table 205 South Africa: Edge Computing Market, by Component, 2019-2023 (USD Million)
Table 206 South Africa: Edge Computing Market, by Component, 2024-2029 (USD Million)
Table 207 South Africa: Edge Computing Market, by Organization Size, 2019-2023 (USD Million)
Table 208 South Africa: Edge Computing Market, by Organization Size, 2024-2029 (USD Million)
10.5.5 Rest of Middle East & Africa
Table 209 Rest of Middle East & Africa: Edge Computing Market, by Component, 2019-2023 (USD Million)
Table 210 Rest of Middle East & Africa: Edge Computing Market, by Component, 2024-2029 (USD Million)
Table 211 Rest of Middle East & Africa: Edge Computing Market, by Organization Size, 2019-2023 (USD Million)
Table 212 Rest of Middle East & Africa: Edge Computing Market, by Organization Size, 2024-2029 (USD Million)
10.6 Latin America
10.6.1 Latin America: Edge Computing Market Drivers
10.6.2 Latin America: Recession Impact
Table 213 Latin America: Edge Computing Market, by Component, 2019-2023 (USD Million)
Table 214 Latin America: Edge Computing Market, by Component, 2024-2029 (USD Million)
Table 215 Latin America: Edge Computing Market, by Hardware, 2019-2023 (USD Million)
Table 216 Latin America: Edge Computing Market, by Hardware, 2024-2029 (USD Million)
Table 217 Latin America: Edge Computing Market, by Software, 2019-2023 (USD Million)
Table 218 Latin America: Edge Computing Market, by Software, 2024-2029 (USD Million)
Table 219 Latin America: Edge Computing Market, by Service, 2019-2023 (USD Million)
Table 220 Latin America: Edge Computing Market, by Service, 2024-2029 (USD Million)
Table 221 Latin America: Edge Computing Market, by Application, 2019-2023 (USD Million)
Table 222 Latin America: Edge Computing Market, by Application, 2024-2029 (USD Million)
Table 223 Latin America: Edge Computing Market, by Organization Size, 2019-2023 (USD Million)
Table 224 Latin America: Edge Computing Market, by Organization Size, 2024-2029 (USD Million)
Table 225 Latin America: Edge Computing Market, by Vertical, 2019-2023 (USD Million)
Table 226 Latin America: Edge Computing Market, by Vertical, 2024-2029 (USD Million)
Table 227 Latin America: Edge Computing Market, by Country, 2019-2023 (USD Million)
Table 228 Latin America: Edge Computing Market, by Country, 2024-2029 (USD Million)
10.6.3 Brazil
10.6.3.1 Innovative Edge Computing Practices Across Agriculture, Healthcare, Urban Infrastructure to Fuel Growth
Table 229 Brazil: Edge Computing Market, by Component, 2019-2023 (USD Million)
Table 230 Brazil: Edge Computing Market, by Component, 2024-2029 (USD Million)
Table 231 Brazil: Edge Computing Market, by Organization Size, 2019-2023 (USD Million)
Table 232 Brazil: Edge Computing Market, by Organization Size, 2024-2029 (USD Million)
10.6.4 Mexico
10.6.4.1 Comprehensive Edge Computing Solutions Designed to Meet Diverse Needs of Mexican Enterprises to Drive Market
Table 233 Mexico: Edge Computing Market, by Component, 2019-2023 (USD Million)
Table 234 Mexico: Edge Computing Market, by Component, 2024-2029 (USD Million)
Table 235 Mexico: Edge Computing Market, by Organization Size, 2019-2023 (USD Million)
Table 236 Mexico: Edge Computing Market, by Organization Size, 2024-2029 (USD Million)
10.6.5 Rest of Latin America
Table 237 Rest of Latin America: Edge Computing Market, by Component, 2019-2023 (USD Million)
Table 238 Rest of Latin America: Edge Computing Market, by Component, 2024-2029 (USD Million)
Table 239 Rest of Latin America: Edge Computing Market, by Organization Size, 2019-2023 (USD Million)
Table 240 Rest of Latin America: Edge Computing Market, by Organization Size, 2024-2029 (USD Million)

11.1 Introduction
11.2 Key Players’ Strategies/Right to Win
Table 241 Overview of Strategies Adopted by Key Vendors
11.3 Market Share Analysis
Table 242 Market Share of Key Vendors, 2023
Figure 44 Edge Computing Market: Market Share Analysis
11.4 Edge Computing Market: Vendor Product/Brand Comparison
Figure 45 Edge Computing Market: Vendor Product/Brand Comparison
11.5 Revenue Analysis
Figure 46 Historical Revenue Analysis, 2019-2023 (USD Million)
11.6 Company Evaluation Matrix: Key Players, 2023
Figure 47 Company Evaluation Matrix for Key Players: Criteria Weightage
11.6.1 Stars
11.6.2 Emerging Leaders
11.6.3 Pervasive Players
11.6.4 Participants
Figure 48 Company Evaluation Matrix: Key Players, 2023
11.6.5 Company Footprint: Key Players, 2023
Figure 49 Edge Computing Market: Overall Company Footprint
Table 243 Edge Computing Market: Company Regional Footprint
Table 244 Edge Computing Market: Company Component Footprint
Table 245 Edge Computing Market: Company Vertical Footprint
11.7 Company Evaluation Matrix: Startups/SMEs, 2023
Figure 50 Company Evaluation Matrix for Startups/SMEs: Criteria Weightage
11.7.1 Progressive Companies
11.7.2 Responsive Companies
11.7.3 Dynamic Companies
11.7.4 Starting Blocks
Figure 51 Company Evaluation Matrix: Startups/SMEs, 2023
Table 246 Overall Company Footprint for Startups/SMEs
11.7.5 Competitive Benchmarking of Startups/SMEs
Table 247 List of Key Startups/SMEs
11.8 Company Valuation and Financial Metrics of Key Vendors
Figure 52 Company Valuation and Financial Metrics of Key Vendors
Figure 53 Year-To-Date (Ytd) Price Total Return and 5-Year Stock Beta of Key Vendors
11.9 Competitive Scenario and Trends
11.9.1 Product Launches
Table 248 Edge Computing Market: Product Launches, February 2021-January 2024
11.9.2 Deals
Table 249 Edge Computing Market: Deals, June 2021-March 2024

(Business Overview, Products Offered, Recent Developments, Analyst's View Right to Win, Strategic Choices Made, Weaknesses and Competitive Threats) *
12.1 Introduction
12.2 Key Companies
12.2.1 Hpe
Table 250 Hpe: Business Overview
Figure 54 Hpe: Company Snapshot
Table 251 Hpe: Products/Solutions/Services Offered
Table 252 Hpe: Product/Solution/Service Launches
Table 253 Hpe: Deals
12.2.2 Aws
Table 254 Aws: Business Overview
Figure 55 Amazon: Company Snapshot
Table 255 Aws: Products/Solutions/Services Offered
Table 256 Aws: Product/Solution/Service Launches
Table 257 Aws: Deals
12.2.3 Dell Technologies
Table 258 Dell Technologies: Business Overview
Figure 56 Dell Technologies: Company Snapshot
Table 259 Dell Technologies: Products/Solutions/Services Offered
Table 260 Dell Technologies: Product/Solution/Service Launches
Table 261 Dell Technologies: Deals
12.2.4 Cisco
Table 262 Cisco: Business Overview
Figure 57 Cisco: Company Snapshot
Table 263 Cisco: Products/Solutions/Services Offered
Table 264 Cisco: Product/Solution/Service Launches
Table 265 Cisco: Deals
12.2.5 Microsoft
Table 266 Microsoft: Business Overview
Figure 58 Microsoft: Company Snapshot
Table 267 Microsoft: Products/Solutions/Services Offered
Table 268 Microsoft: Product/Solution/Service Launches
Table 269 Microsoft: Deals
12.2.6 IBM
Table 270 IBM: Business Overview
Figure 59 IBM: Company Snapshot
Table 271 IBM: Products/Solutions/Services Offered
Table 272 IBM: Product/Solution/Service Launches
Table 273 IBM: Deals
12.2.7 Google
Table 274 Google: Business Overview
Figure 60 Google: Company Snapshot
Table 275 Google: Products/Solutions/Services Offered
Table 276 Google: Product/Solution/Service Launches
Table 277 Google: Deals
12.2.8 Nvidia
Table 278 Nvidia: Business Overview
Figure 61 Nvidia: Company Snapshot
Table 279 Nvidia: Products/Solutions/Services Offered
Table 280 Nvidia: Product/Solution/Service Launches
Table 281 Nvidia: Deals
12.2.9 Intel
Table 282 Intel: Business Overview
Figure 62 Intel: Company Snapshot
Table 283 Intel: Products/Solutions/Services Offered
Table 284 Intel: Product/Solution/Service Launches
Table 285 Intel: Deals
12.2.10 Huawei
Table 286 Huawei: Business Overview
Figure 63 Huawei: Company Snapshot
Table 287 Huawei: Products/Solutions/Services Offered
Table 288 Huawei: Product/Solution/Service Launches
Table 289 Huawei: Deals
12.3 Other Companies
12.3.1 Nokia
12.3.2 Vmware
12.3.3 Fastly
12.3.4 Adlink
12.3.5 Juniper Networks
12.3.6 Oracle
12.3.7 Semtech
12.3.8 Moxa
12.3.9 Belden
12.3.10 GE Digital
12.3.11 Digi International
12.3.12 Stackpath
12.3.13 Litmus Automation
12.3.14 Zededa
12.3.15 Clearblade
12.3.16 Vapor Io
12.3.17 Sixsq
12.3.18 Edgeworx
12.3.19 Sunlight.Io
12.3.20 Saguna Networks
12.3.21 Alef Edge
12.3.22 Mutable
*Details on Business Overview, Products Offered, Recent Developments, Analyst's View, Right to Win, Strategic Choices Made, Weaknesses and Competitive Threats Might Not be Captured in Case of Unlisted Companies

13.1 Introduction
13.1.1 Markets Adjacent to Edge Computing Market
13.2 Cloud Computing Market
Table 290 Cloud Computing Market, by Service Model, 2018-2022 (USD Billion)
Table 291 Cloud Computing Market, by Service Model, 2023-2028 (USD Billion)
Table 292 Cloud Computing Market, by Iaas, 2018-2022 (USD Billion)
Table 293 Cloud Computing Market, by Iaas, 2023-2028 (USD Billion)
Table 294 Cloud Computing Market, by Paas, 2018-2022 (USD Billion)
Table 295 Cloud Computing Market, by Paas, 2023-2028 (USD Billion)
Table 296 Cloud Computing Market, by Saas, 2018-2022 (USD Billion)
Table 297 Cloud Computing Market, by Saas, 2023-2028 (USD Billion)
Table 298 Cloud Computing Market, by Deployment Model, 2018-2022 (USD Billion)
Table 299 Cloud Computing Market, by Deployment Model, 2023-2028 (USD Billion)
Table 300 Cloud Computing Market, by Organization Size, 2018-2022 (USD Billion)
Table 301 Cloud Computing Market, by Organization Size, 2023-2028 (USD Billion)
Table 302 Cloud Computing Market, by Vertical, 2018-2022 (USD Billion)
Table 303 Cloud Computing Market, by Vertical, 2023-2028 (USD Billion)
Table 304 Cloud Computing Market, by Region, 2018-2022 (USD Billion)
Table 305 Cloud Computing Market, by Region, 2023-2028 (USD Billion)
13.3 Edge AI Software Market
Table 306 Edge AI Software Market, by Offering, 2018-2022 (USD Million)
Table 307 Edge AI Software Market, by Offering, 2023-2028 (USD Million)
Table 308 Edge AI Software Market, by Solution, 2018-2022 (USD Million)
Table 309 Edge AI Software Market, by Solution, 2023-2028 (USD Million)
Table 310 Edge AI Software Solutions Market, by Deployment Model, 2018-2022 (USD Million)
Table 311 Edge AI Software Solutions Market, by Deployment Model, 2023-2028 (USD Million)
Table 312 Edge AI Software Market, by Service, 2018-2022 (USD Million)
Table 313 Edge AI Software Market, by Service, 2023-2028 (USD Million)
Table 314 Edge AI Software Market, by Professional Service, 2018-2022 (USD Million)
Table 315 Edge AI Software Market, by Professional Service, 2023-2028 (USD Million)
Table 316 Edge AI Software Market, by Data Type, 2018-2022 (USD Million)
Table 317 Edge AI Software Market, by Data Type, 2023-2028 (USD Million)
Table 318 Video & Image Data: Edge AI Software Market, by Application, 2018-2022 (USD Million)
Table 319 Video & Image Data: Edge AI Software Market, by Application, 2023-2028 (USD Million)
Table 320 Audio Data: Edge AI Software Market, by Application, 2018-2022 (USD Million)
Table 321 Audio Data: Edge AI Software Market, by Application, 2023-2028 (USD Million)
Table 322 Text & Language Data: Edge AI Software Market, by Application, 2018-2022 (USD Million)
Table 323 Text & Language Data: Edge AI Software Market, by Application, 2023-2028 (USD Million)
Table 324 Environmental & Location Data: Edge AI Software Market, by Application, 2018-2022 (USD Million)
Table 325 Environmental & Location Data: Edge AI Software Market, by Application, 2023-2028 (USD Million)
Table 326 Biometric Data: Edge AI Software Market, by Application, 2018-2022 (USD Million)
Table 327 Biometric Data: Edge AI Software Market, by Application, 2023-2028 (USD Million)
Table 328 Multi-Modal Data: Edge AI Software Market, by Application, 2018-2022 (USD Million)
Table 329 Multi-Modal Data: Edge AI Software Market, by Application, 2023-2028 (USD Million)
Table 330 Edge AI Software Market, by Vertical, 2018-2022 (USD Million)
Table 331 Edge AI Software Market, by Vertical, 2023-2028 (USD Million)
Table 332 Edge AI Software Market, by Region, 2018-2022 (USD Million)
Table 333 Edge AI Software Market, by Region, 2023-2028 (USD Million)

14.1 Discussion Guide
14.2 Knowledgestore: The Subscription Portal
14.3 Customization Options