Name: Edge Computing Market by Offering (Hardware, Software, Services), Application (Video Analytics, Asset Monitoring, Automation, IoT Monitoring, Content Delivery), Deployment Mode, Organization Size, Vertical, and Region – Global Forecast to 2031
Brand: MarketsandMarkets
SKU: TC5693
Price: 4950 USD
Availability: InStock

報告摘要

The global edge computing market is expanding rapidly, with a projected market size rising from USD 111.34 billion in 2026 to USD 317.39 billion by 2031, for a CAGR of 23.3%. Several key drivers and restraints primarily shape the growth of the edge computing market. Drivers include the surge in adoption and practice of Internet of Things solutions across various industries, driving the need for real-time data processing and analytics at the network’s edge. Rising demand for low-latency applications further propels market expansion, alongside strict government regulatory requirements that encourage secure and compliant edge deployments. Additionally, integrating artificial intelligence and machine learning empowers organizations to realize smarter, autonomous operations directly at the edge. On the other hand, restraints center around the complex nature of edge computing infrastructure, which poses significant challenges in deployment, management, and seamless integration with legacy systems. ““By application, real-time analytics & decision support is expected to account for the fastest growth rate during the forecast period.” Real-time analytics & decision support is expected to account for the fastest growth during the forecast period. This growth is driven by rising demand for instant data processing, low-latency insights, and automated decision-making across manufacturing, healthcare, transportation, retail, energy, and smart city environments. Edge computing enables operational data to be processed closer to machines, sensors, devices, and enterprise systems, reducing response time, bandwidth usage, and dependency on centralized cloud infrastructure. As organizations adopt AI-enabled analytics, industrial IoT systems, predictive monitoring, and autonomous workflows across distributed locations, edge computing becomes critical for faster detection, localized intelligence, and continuous operational decision-making. This creates strong opportunities for vendors offering scalable, secure, and industry-specific real-time analytics and decision support platforms at the edge. ““By deployment mode, the regional/cloud edge segment is expected to account for the largest market share during the forecast period.” The regional/cloud edge segment is expected to account for the largest market share during the forecast period. This dominance is driven by expanding hyperscaler edge zones, CDN edge compute, distributed cloud regions, and cloud-managed infrastructure deployed closer to users, devices, and enterprise locations. Organizations are increasingly using regional/cloud edge to support low-latency applications, AI inference, video analytics, content delivery, gaming, IoT platforms, and multi-site digital operations without fully managing on-premises infrastructure. The segment benefits from easier scalability, centralized management, faster deployment, and integration with public cloud services. As enterprises modernize distributed workloads and adopt hybrid architectures, regional/cloud edge is becoming the preferred deployment model for scalable, secure, and latency-sensitive edge computing environments. “North America leads the edge computing market with advanced infrastructure, strong 5G coverage, and high enterprise demand for real-time solutions, while Asia Pacific is the fastest-growing region driven by rapid cloud adoption, large-scale IoT deployments, and government-backed investments in localized edge infrastructure.” North America is expected to lead the edge computing market, driven by increasing enterprise demand for real-time data processing, low-latency applications, and secure distributed architectures. For vendors and solution providers, this presents significant opportunities to deliver scalable platforms and services to industries such as manufacturing, healthcare, telecommunications, and autonomous vehicles. The region’s mature 5G infrastructure and growing IoT deployments enable the shift from centralized cloud to edge-based processing, creating a critical need for localized solutions that ensure compliance with data sovereignty regulations. Strategic partnerships, such as integrating edge capabilities into telecommunications networks, demonstrate how edge computing enhances operational efficiency and user experience. Capitalizing on these trends allows vendors to address evolving customer requirements, reduce latency, and establish a strong foothold in a market poised for rapid growth and innovation. Breakdown of Primaries In-depth interviews were conducted with Chief Executive Officers (CEOs), innovation and technology directors, system integrators, and executives from various key organizations operating in the edge computing market.  By Company: Tier I – 35%, Tier II – 25%, and Tier III – 40%  By Designation: C-Level Executives – 25%, D-Level Executives –30%, and others – 45%  By Region: North America – 42%, Europe – 25%, Asia Pacific – 18%, and Rest of the world – 15% The report includes a study of key players in the edge computing market. It profiles major vendors in the edge computing market. The major market players include HPE (US), AWS (US), Dell Technologies (US), Cisco (US), Microsoft (US), IBM (US), Google (US), Nvidia (US), Intel (US), Huawei (China), Nokia (Finland), VMware (US), Fastly (US), Adlink (Taiwan), Oracle (US), Semtech (US), Moxa (US), Belden (US), GE Digital (US), DG International (US), Litmus Automation (US), Zededa (US), Clearblade (US), and Vapor IO (US). Research Coverage This research report categorizes the edge computing market based on Offering [edge infrastructure hardware, software, and services], Application, Organization Size, Deployment Mode, Vertical, and Region. By offering, edge infrastructure hardware includes edge servers & appliances, edge gateways, AI accelerators & processors, edge storage, and networking equipment. Software includes edge orchestration & management platforms, edge AI & analytics platforms, edge data management & integration software, and edge security software. Services include professional services and managed edge services. By application, the market includes video analytics & computer vision, asset monitoring & predictive maintenance, industrial automation & operational control, connected asset & IoT monitoring, real-time analytics & decision support, content delivery & network optimization, autonomous systems & immersive applications, and other applications. By organization size, the market is segmented into large enterprises and SMEs. By deployment mode, the market covers on-premises edge, telco/network edge, and regional/cloud edge. By vertical, the market covers manufacturing, telecommunications, retail & e-commerce, healthcare & life sciences, transportation & logistics, energy & utilities, government & defense, BFSI, and media & entertainment. By region, the market covers North America, Europe, Asia Pacific, Middle East & Africa, and Latin America. Reason to buy this Report The report would provide market leaders and new entrants with information on the closest approximations of the revenue numbers for the overall edge computing market and its subsegments. It would help stakeholders understand the competitive landscape and gain more insights to better position their businesses and plan suitable go-to-market strategies. It also helps stakeholders understand the market's pulse and provides them with information on key market drivers, restraints, challenges, and opportunities. The report provides insights into the following pointers: • Analysis of key drivers (Surge in adoption and practice of IoT across industries, Rising demand for low-latency applications, Strict government regulatory requirements, Integration of AI and ML), restraints (Complex nature of the edge computing infrastructure), opportunities (Advent of 5G network to provide open avenues for large-scale 5G network deployment, Proliferation of IoT, Rapid adoption of edge computing solutions across sectors, Emergence of autonomous automobiles and connected car infrastructure), and challenges (Increasing data privacy and security concerns, Challenges in compatibility or interoperability) • Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product & service launches in the edge computing market • Market Development: Comprehensive information about lucrative markets – the report analyses the edge computing market across varied regions • Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in the edge computing market • Competitive Assessment: Competitive Assessment: In-depth assessment of market shares, growth strategies, and service offerings of leading players such as Dell Technologies (US), NVIDIA (US), HPE (US), Microsoft (US), Huawei (China), Cisco (US), IBM (US), Google (US), Intel (US), Supermicro (US), Advantech (Taiwan), Akamai Technologies (US), Nokia (Finland), Lenovo (China), Siemens (Germany), Broadcom (US), ZTE (China), Oracle (US), Belden (US), Moxa (Taiwan), Scale Computing (US), and ClearBlade (US). The report also helps stakeholders understand the pulse of the edge computing market and provides information on key drivers, restraints, challenges, and opportunities.

目錄 Table of Contents

1 INTRODUCTION 32 1.1 STUDY OBJECTIVES 32 1.2 MARKET DEFINITION 32 1.3 MARKET SCOPE 33 1.3.1 MARKET SEGMENTATION AND REGIONAL SCOPE 33 1.3.2 INCLUSIONS AND EXCLUSIONS 34 1.3.3 YEARS CONSIDERED 35 1.4 CURRENCY CONSIDERED 35 1.5 LIMITATIONS 36 1.6 STAKEHOLDERS 36 2 REGULATORY BODIES, INDUSTRY ALLIANCES, AND TECHNOLOGY INVESTORS EXECUTIVE SUMMARY 37 2.1 MARKET HIGHLIGHTS AND KEY INSIGHTS 37 2.2 KEY MARKET PARTICIPANTS: MAPPING OF STRATEGIC DEVELOPMENTS 38 2.3 DISRUPTIVE TRENDS IN EDGE COMPUTING MARKET 39 2.4 HIGH-GROWTH SEGMENTS 40 2.5 REGIONAL SNAPSHOT: MARKET SIZE, GROWTH RATE, AND FORECAST 41 3 PREMIUM INSIGHTS 42 3.1 ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN EDGE COMPUTING MARKET 42 3.2 EDGE COMPUTING MARKET, BY OFFERING 42 3.3 EDGE COMPUTING MARKET, BY HARDWARE 43 3.4 EDGE COMPUTING MARKET, BY APPLICATION 43 3.5 EDGE COMPUTING MARKET, BY REGION 44 4 MARKET OVERVIEW 45 4.1 INTRODUCTION 45 4.2 MARKET DYNAMICS 45 4.2.1 DRIVERS 46 4.2.1.1 Rising demand for low-latency processing across distributed enterprise environments 46 4.2.1.2 Increasing adoption of AI-led automation and computer vision at edge 46 4.2.1.3 Growing deployment of private 5G and MEC to enable reliable low-latency edge connectivity 47 4.2.2 RESTRAINTS 47 4.2.2.1 Limited enterprise readiness and specialized skill shortages delaying edge AI adoption 47 4.2.2.2 Expanding Security Risks and Governance Complexity Across Distributed Edge Environments 48 4.2.3 OPPORTUNITIES 48 4.2.3.1 Growing shift toward managed lifecycle orchestration to address scaling complexity in distributed edge environments 48 4.2.3.2 Increasing enterprise shift toward pre-packaged industry-specific edge AI deployments 49 4.2.4 CHALLENGES 49 4.2.4.1 Network performance variability and infrastructure heterogeneity limiting edge reliability at scale 49 4.2.4.2 Difficulty in standardizing multi-site edge deployments from pilot to production 50 4.3 UNMET NEEDS AND WHITE SPACES 50 4.3.1 UNMET NEEDS IN EDGE COMPUTING MARKET 50 4.3.2 WHITE SPACE OPPORTUNITIES 51 4.4 INTERCONNECTED MARKETS AND CROSS-SECTOR OPPORTUNITIES 51 4.4.1 INTERCONNECTED MARKETS 51 4.4.2 CROSS-SECTOR OPPORTUNITIES 52 4.5 EMERGING BUSINESS MODELS AND ECOSYSTEM SHIFTS 52 4.5.1 EMERGING BUSINESS MODELS 52 4.5.2 EDGE COMPUTING BUSINESS MODELS 53 4.5.3 ECOSYSTEM SHIFTS 53 4.6 STRATEGIC MOVES BY TIER-1/2/3 PLAYERS 54 5 INDUSTRY TRENDS 55 5.1 PORTER’S FIVE FORCES ANALYSIS 55 5.1.1 THREAT OF NEW ENTRANTS 56 5.1.2 THREAT OF SUBSTITUTES 56 5.1.3 BARGAINING POWER OF SUPPLIERS 57 5.1.4 BARGAINING POWER OF BUYERS 57 5.1.5 INTENSITY OF COMPETITIVE RIVALRY 57 5.2 MACROECONOMIC INDICATORS 58 5.2.1 INTRODUCTION 58 5.2.2 GDP TRENDS AND FORECASTS 58 5.2.3 TRENDS IN GLOBAL CLOUD COMPUTING INDUSTRY 59 5.2.4 TRENDS IN GLOBAL IOT INDUSTRY 60 5.3 VALUE CHAIN ANALYSIS 60 5.4 ECOSYSTEM ANALYSIS 62 5.5 KEY CONFERENCES AND EVENTS, 2025–2026 64 5.6 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS 65 5.7 CASE STUDY ANALYSIS 66 5.7.1 DELL TECHNOLOGIES ENABLED LOWE’S TO TRANSFORM RETAIL OPERATIONS THROUGH EDGE AI 66 5.7.2 GOOGLE CLOUD ENABLED NLB TO DELIVER LOW-LATENCY IMMERSIVE AI EXPERIENCES 67 5.7.3 HPE ENABLED BOSCH DIGITAL TWIN INDUSTRIES TO DELIVER EDGE AI-POWERED PREDICTIVE MAINTENANCE 67 5.8 IMPACT OF 2025 US TARIFF – EDGE COMPUTING MARKET 68 5.8.1 INTRODUCTION 68 5.8.2 KEY TARIFF RATES 69 5.8.3 PRICE IMPACT ANALYSIS 69 5.8.4 IMPACT ON COUNTRY/REGION 70 5.8.4.1 US 70 5.8.4.2 Europe 70 5.8.4.3 Asia Pacific 70 5.8.5 IMPACT ON END-USE INDUSTRIES 71 5.8.5.1 Manufacturing 71 5.8.5.2 Telecommunications 71 5.8.5.3 Retail & E-Commerce 71 5.8.5.4 Healthcare & life sciences 72 5.8.5.5 Transportation & logistics 72 5.8.5.6 Energy & utilities 72 5.8.5.7 Government & defense 73 5.8.5.8 BFSI 73 5.8.5.9 Media & entertainment 73 6 STRATEGIC DISRUPTION THROUGH TECHNOLOGY, PATENTS, DIGITAL, AND AI ADOPTION 74 6.1 TECHNOLOGY ANALYSIS 74 6.1.1 KEY EMERGING TECHNOLOGIES 74 6.1.1.1 Edge Artificial Intelligence 74 6.1.1.2 Private 5G and Multi-access Edge Computing 74 6.1.1.3 Edge Orchestration and Management Platforms 75 6.1.2 COMPLEMENTARY TECHNOLOGIES 75 6.1.2.1 Internet of Things and Industrial IoT 75 6.1.2.2 Cloud Computing and Distributed Cloud 75 6.1.2.3 Edge Security and Zero Trust 75 6.1.3 ADJACENT TECHNOLOGIES 76 6.1.3.1 Digital Twin Technology 76 6.1.3.2 Generative AI 76 6.1.3.3 5G and Advanced Connectivity Infrastructure 76 6.2 TECHNOLOGY/PRODUCT ROADMAP 76 6.2.1 SHORT-TERM (2026–2028) | EDGE AI SCALING & CLOUD-MANAGED EDGE EXPANSION 77 6.2.1.1 Focus Areas: 77 6.2.1.1.1 Technology Development 77 6.2.1.1.2 Product/Service Innovations 77 6.2.1.1.3 Market Adoption 77 6.2.2 MID-TERM (2028–2031) | PLATFORMIZED EDGE ECOSYSTEMS & INDUSTRY-SPECIFIC SOLUTIONS 78 6.2.2.1 Focus Areas 78 6.2.2.1.1 Technology Development 78 6.2.2.1.2 Product/Service Innovations 78 6.2.2.1.3 Market Adoption 78 6.2.3 LONG-TERM (2031–2035) | AUTONOMOUS, AI-NATIVE & SELF-OPTIMIZING EDGE ECOSYSTEMS 78 6.2.3.1 Focus Areas 78 6.2.3.1.1 Technology Development 78 6.2.3.1.2 Product/Service Innovations 79 6.2.3.1.3 Market Adoption 79 6.3 PATENT ANALYSIS 79 6.4 FUTURE APPLICATIONS 81 6.4.1 AI-POWERED INDUSTRIAL AUTOMATION & PREDICTIVE MAINTENANCE 82 6.4.2 EDGE COMPUTER VISION & REAL-TIME VIDEO ANALYTICS 82 6.4.3 PRIVATE 5G/MEC-ENABLED ENTERPRISE APPLICATIONS 82 6.4.4 CONNECTED HEALTHCARE & REMOTE DIAGNOSTICS 83 6.4.5 AUTONOMOUS LOGISTICS & SMART TRANSPORTATION 83 6.5 IMPACT OF AI/GENERATIVE AI ON EDGE COMPUTING MARKET 83 6.5.1 TOP USE CASES AND MARKET POTENTIAL 83 6.5.2 BEST PRACTICES IN EDGE COMPUTING 84 6.5.3 CASE STUDY OF AI IMPLEMENTATION IN EDGE COMPUTING MARKET 85 6.5.3.1 Siemens and NVIDIA Enabled Industrial AI and Edge-based Factory Intelligence 85 6.5.4 INTERCONNECTED ADJACENT ECOSYSTEMS AND IMPACT ON MARKET PLAYERS 86 6.5.5 CLIENT READINESS TO ADOPT AI/GENERATIVE AI IN EDGE COMPUTING MARKET 86 6.5.6 DELL TECHNOLOGIES: AI-READY EDGE INFRASTRUCTURE FOR DISTRIBUTED ENTERPRISE OPERATIONS 87 6.5.7 AWS: CLOUD-MANAGED EDGE SERVICES FOR LOW-LATENCY AND IOT-DRIVEN WORKLOADS 87 7 REGULATORY LANDSCAPE 88 7.1 REGULATORY LANDSCAPE 88 7.1.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 88 7.1.2 INDUSTRY STANDARDS, BY REGION 91 8 CUSTOMER LANDSCAPE AND BUYER BEHAVIOR 95 8.1 DECISION-MAKING PROCESS 95 8.2 BUYER STAKEHOLDERS AND BUYING EVALUATION CRITERIA 96 8.2.1 KEY STAKEHOLDERS IN BUYING PROCESS 96 8.2.2 BUYING CRITERIA 97 8.3 ADOPTION BARRIERS AND INTERNAL CHALLENGES 98 8.4 UNMET NEEDS ACROSS END-USE INDUSTRIES 99 8.5 MARKET PROFITABILITY 101 8.5.1 REVENUE POTENTIAL 101 8.5.2 COST DYNAMICS 102 8.5.3 MARGIN OPPORTUNITIES IN END-USE INDUSTRIES 102 9 EDGE COMPUTING MARKET, BY OFFERING 104 9.1 INTRODUCTION 105 9.1.1 OFFERING: EDGE COMPUTING MARKET DRIVERS 105 9.2 EDGE INFRASTRUCTURE HARDWARE 106 9.2.1 EDGE SERVERS & APPLIANCES 108 9.2.1.1 Rising Demand for Distributed Compute Is Driving Workload-Specific Edge Server Adoption 108 9.2.1.2 Compact/Ruggedized Edge Servers 109 9.2.1.3 Hyperconverged Edge Appliances 110 9.2.1.4 Edge AI Compute Appliances 110 9.2.2 EDGE GATEWAYS 111 9.2.2.1 Edge Gateways Are Evolving from Connectivity Devices into Intelligent Local Control Layers 111 9.2.2.2 Industrial IoT Gateways 112 9.2.2.3 Network/MEC Gateways 112 9.2.3 AI ACCELERATORS & PROCESSORS 112 9.2.3.1 Growing Edge AI Workloads Are Accelerating Demand for Specialized Local Processing Hardware 112 9.2.3.2 Edge GPUs & AI Modules 113 9.2.3.3 Edge-optimized CPUs & SoCs 114 9.2.3.4 FPGAs & ASICs/NPUs 114 9.2.4 EDGE STORAGE 115 9.2.4.1 Increasing Local Data Retention Needs Are Reshaping Distributed Edge Storage Architectures 115 9.2.4.2 Local Edge Storage 116 9.2.4.3 Shared/Distributed Edge Storage 116 9.2.5 NETWORKING EQUIPMENT 116 9.2.5.1 Edge Networking Is Shifting Toward Intelligent, Secure, and Low-Latency Distributed Connectivity 116 9.2.5.2 Edge Switches 117 9.2.5.3 Edge Routers 118 9.2.5.4 Wireless Networking Infrastructure 118 9.3 SOFTWARE 118 9.3.1 EDGE ORCHESTRATION & MANAGEMENT PLATFORMS 120 9.3.1.1 Enterprises Are Standardizing Edge Operations Through Centralized Orchestration and Lifecycle Control 120 9.3.1.2 Container Orchestration for Edge 121 9.3.1.3 Edge Device & Fleet Management 121 9.3.1.4 Edge Operating Systems & Runtimes 122 9.3.2 EDGE AI & ANALYTICS PLATFORMS 122 9.3.2.1 Edge AI Platforms Are Moving Decision Intelligence Closer to Real-Time Operational Environments 122 9.3.2.2 Edge AI Inference & Model Serving 123 9.3.2.3 Real-time Streaming Analytics 123 9.3.2.4 Edge MLOps & Model Lifecycle Management 123 9.3.2.5 Computer Vision/Video Analytics Platforms 124 9.3.3 EDGE DATA MANAGEMENT & INTEGRATION SOFTWARE 124 9.3.3.1 Edge Data Platforms Are Shifting from Data Movement to Controlled Local Intelligence 124 9.3.3.2 Edge-Cloud Data Synchronization 125 9.3.3.3 Edge Databases & Time-Series Data Stores 126 9.3.3.4 Event Streaming & Messaging at Edge 126 9.3.4 EDGE SECURITY SOFTWARE 126 9.3.4.1 Edge Security Is Evolving from Perimeter Defense to Distributed Identity-Led Protection 126 9.3.4.2 Zero-Trust & Identity/Access Management at Edge 127 9.3.4.3 Edge Data Protection & Encryption 128 9.3.4.4 Edge Threat Detection & SASE 128 9.4 SERVICES 128 9.4.1 PROFESSIONAL SERVICES 130 9.4.1.1 Professional Services are Standardizing Edge Deployments Through Scalable Architecture and Integration Frameworks 130 9.4.1.2 Consulting, Advisory, and Architecture Design 131 9.4.1.3 Deployment, Integration & Support 131 9.4.2 MANAGED EDGE SERVICES 132 9.4.2.1 Managed Edge Services Are Expanding as Enterprises Outsource Distributed Infrastructure Operations at Scale 132 9.4.2.2 Managed Edge Infrastructure & Operations 133 9.4.2.3 Managed Edge Security & Platform Services 133 10 EDGE COMPUTING MARKET, BY APPLICATION 134 10.1 INTRODUCTION 135 10.1.1 APPLICATION: EDGE COMPUTING MARKET DRIVERS 136 10.2 APPLICATION 136 10.2.1 VIDEO ANALYTICS & COMPUTER VISION 138 10.2.1.1 Video Analytics Is Moving from Passive Monitoring to Real-Time Operational Decision Intelligence 138 10.2.2 ASSET MONITORING & PREDICTIVE MAINTENANCE 139 10.2.2.1 Predictive Maintenance Is Replacing Scheduled Servicing with Continuous Edge-Based Asset Intelligence 139 10.2.3 INDUSTRIAL AUTOMATION & OPERATIONAL CONTROL 140 10.2.3.1 Industrial Operations Are Becoming Software-Defined as Intelligence Moves Closer to Production Assets 140 10.2.4 CONNECTED ASSET & IOT MONITORING 141 10.2.4.1 IoT Monitoring Is Evolving from Device Connectivity to Standardized Edge Data Orchestration 141 10.2.5 REAL-TIME ANALYTICS & DECISION SUPPORT 142 10.2.5.1 Real-Time Analytics Is Shifting Enterprise Decisions from Centralized Systems to Local Execution 142 10.2.6 CONTENT DELIVERY & NETWORK OPTIMIZATION 143 10.2.6.1 Content Delivery Is Expanding into Distributed Compute, Security, and Traffic Optimization Layers 143 10.2.7 AUTONOMOUS SYSTEMS & IMMERSIVE APPLICATIONS 144 10.2.7.1 Autonomous Systems Are Accelerating Demand for Low-Latency AI and Localized Edge Intelligence 144 10.2.8 OTHER APPLICATIONS 145 11 EDGE COMPUTING MARKET, BY DEPLOYMENT MODE 146 11.1 INTRODUCTION 147 11.1.1 DEPLOYMENT MODE: EDGE COMPUTING MARKET DRIVERS 147 11.2 ON-PREMISE EDGE 148 11.2.1 ON-PREMISE EDGE IS STRENGTHENING ENTERPRISE CONTROL OVER LOCALIZED DATA AND CRITICAL OPERATIONS 148 11.3 TELCO/NETWORK EDGE 149 11.3.1 TELCO EDGE IS CONVERTING NETWORK INFRASTRUCTURE INTO DISTRIBUTED LOW-LATENCY SERVICE PLATFORMS 149 11.4 REGIONAL/CLOUD EDGE 150 11.4.1 REGIONAL/CLOUD EDGE IS EXPANDING CLOUD PROXIMITY FOR LOCALIZED PROCESSING AND COMPLIANCE NEEDS 150 12 EDGE COMPUTING MARKET, BY ORGANIZATION SIZE 152 12.1 INTRODUCTION 153 12.1.1 ORGANIZATION SIZE: EDGE COMPUTING MARKET DRIVERS 153 12.2 LARGE ENTERPRISES 154 12.2.1 LARGE ENTERPRISES ARE STANDARDIZING EDGE PLATFORMS TO GOVERN DISTRIBUTED AI, DATA, AND OPERATIONS 154 12.3 SMES 155 12.3.1 SMES ARE ACCELERATING EDGE ADOPTION THROUGH SIMPLIFIED, PACKAGED, AND CLOUD-MANAGED SOLUTIONS 155 13 EDGE COMPUTING MARKET, BY VERTICAL 157 13.1 INTRODUCTION 158 13.1.1 VERTICAL: EDGE COMPUTING MARKET DRIVERS 159 13.2 RETAIL & E-COMMERCE 160 13.2.1 RETAILERS ARE MOVING STORE INTELLIGENCE CLOSER TO SHELVES, CHECKOUT, INVENTORY, AND CUSTOMER INTERACTION POINTS 160 13.2.2 USE CASES: RETAIL & E-COMMERCE 161 13.2.3 SMART STORES 161 13.2.4 INVENTORY OPTIMIZATION 162 13.2.5 CASHIER-LESS CHECKOUTS 162 13.2.6 DYNAMIC CUSTOMER EXPERIENCE 162 13.3 MANUFACTURING & INDUSTRIAL 163 13.3.1 INDUSTRIAL ENTERPRISES ARE SHIFTING AI CONTROL, QUALITY, AUTOMATION, AND SIMULATION WORKLOADS TO THE FACTORY EDGE 163 13.3.2 USE CASES: MANUFACTURING & INDUSTRIAL 164 13.3.3 SMART FACTORY OPERATIONS 164 13.3.4 PRODUCTION QUALITY ENHANCEMENT 164 13.3.5 PROCESS AUTOMATION 165 13.3.6 DIGITAL TWIN-BASED OPERATIONS 165 13.4 IT & DATA CENTERS 165 13.4.1 DISTRIBUTED IT ARCHITECTURES ARE BECOMING CLOUD-CONTROLLED EDGE FABRICS FOR AI, COMPLIANCE, AND LOCAL DATA PROCESSING 165 13.4.2 USE CASES: IT & DATA CENTERS 167 13.4.3 DISTRIBUTED INFRASTRUCTURE MANAGEMENT 167 13.4.4 EDGE CLOUD SERVICES 167 13.4.5 DATA PROCESSING OPTIMIZATION 167 13.5 TELECOMMUNICATIONS 168 13.5.1 TELECOM OPERATORS ARE EMBEDDING EDGE COMPUTE INTO 5G NETWORKS TO IMPROVE PERFORMANCE AND MONETIZE LOW-LATENCY SERVICES 168 13.5.2 USE CASES: TELECOMMUNICATIONS 169 13.5.3 5G NETWORK OPTIMIZATION 169 13.5.4 MULTI-ACCESS EDGE COMPUTING 169 13.5.5 CONTENT CACHING 170 13.5.6 VIRTUAL NETWORK FUNCTIONS 170 13.6 AUTOMOTIVE 170 13.6.1 AUTOMOTIVE EDGE COMPUTING IS SHIFTING INTELLIGENCE INTO VEHICLES, CHARGING NETWORKS, ROADSIDE SYSTEMS, AND MOBILITY FLEETS 170 13.6.2 USE CASES: AUTOMOTIVE 171 13.6.3 CONNECTED VEHICLE SERVICES 171 13.6.4 VEHICLE-TO-EVERYTHING COMMUNICATION 172 13.6.5 EV CHARGING INFRASTRUCTURE OPTIMIZATION 172 13.6.6 AUTONOMOUS FLEET COORDINATION 172 13.7 HEALTHCARE & LIFE SCIENCES 173 13.7.1 HEALTHCARE EDGE COMPUTING IS MOVING CLINICAL INTELLIGENCE CLOSER TO PATIENTS, DEVICES, IMAGING SYSTEMS, AND CARE TEAMS 173 13.7.2 USE CASES: HEALTHCARE & LIFE SCIENCES 174 13.7.3 REMOTE PATIENT MONITORING 174 13.7.4 CONNECTED MEDICAL DEVICES 174 13.7.5 TELEMEDICINE ENABLEMENT 175 13.7.6 MEDICAL IMAGING WORKFLOW SUPPORT 175 13.8 TRANSPORTATION & LOGISTICS 175 13.8.1 TRANSPORTATION AND LOGISTICS COMPANIES ARE BRINGING OPERATIONAL INTELLIGENCE CLOSER TO VEHICLES, WAREHOUSES, DISTRIBUTION CENTERS, AND SUPPLY CHAIN ASSETS 175 13.8.2 USE CASES: TRANSPORTATION & LOGISTICS 176 13.8.3 FLEET MANAGEMENT 176 13.8.4 ROUTE OPTIMIZATION 177 13.8.5 WAREHOUSE AUTOMATION 177 13.8.6 SHIPMENT TRACKING 177 13.9 ENERGY & UTILITIES 178 13.9.1 ENERGY PROVIDERS ARE MOVING GRID INTELLIGENCE CLOSER TO DISTRIBUTED ASSETS, SUBSTATIONS, RENEWABLE SYSTEMS, AND CRITICAL FIELD OPERATIONS 178 13.9.2 USE CASES: ENERGY & UTILITIES 179 13.9.3 SMART GRID MANAGEMENT 179 13.9.4 POWER DISTRIBUTION MONITORING 179 13.9.5 OIL & GAS FIELD OPERATIONS 179 13.9.6 RENEWABLE ENERGY OPTIMIZATION 180 13.10 GOVERNMENT & DEFENSE 180 13.10.1 GOVERNMENT AGENCIES AND DEFENSE ORGANIZATIONS ARE DEPLOYING EDGE INTELLIGENCE CLOSER TO FIELD OPERATIONS, PUBLIC SAFETY SYSTEMS, AND MISSION-CRITICAL ENVIRONMENTS 180 13.10.2 USE CASES: GOVERNMENT & DEFENSE 181 13.10.3 PUBLIC SAFETY SYSTEMS 181 13.10.4 EMERGENCY RESPONSE SYSTEMS 181 13.10.5 MISSION-CRITICAL FIELD OPERATIONS 182 13.10.6 BATTLEFIELD EDGE COMPUTING 182 13.11 BFSI 182 13.11.1 FINANCIAL INSTITUTIONS ARE BRINGING INTELLIGENCE CLOSER TO BRANCHES, ATMS, CUSTOMER TOUCHPOINTS, AND REAL-TIME TRANSACTION PROCESSING 182 13.11.2 USE CASES: BFSI 183 13.11.3 BRANCH ANALYTICS 183 13.11.4 ATM MONITORING 184 13.11.5 FRAUD INVESTIGATION SUPPORT 184 13.11.6 EDGE-BASED CUSTOMER SERVICE 184 13.12 MEDIA & ENTERTAINMENT 185 13.12.1 MEDIA COMPANIES ARE MOVING CONTENT PROCESSING CLOSER TO VIEWERS TO ENABLE INTERACTIVE STREAMING, IMMERSIVE EXPERIENCES, AND LOW-LATENCY CONTENT DELIVERY 185 13.12.2 USE CASES: MEDIA & ENTERTAINMENT 186 13.12.3 CONTENT DELIVERY 186 13.12.4 LIVE STREAMING OPTIMIZATION 186 13.12.5 IMMERSIVE AR/VR EXPERIENCES 186 13.13 OTHER VERTICALS 186 14 EDGE COMPUTING MARKET, BY REGION 188 14.1 INTRODUCTION 189 14.2 NORTH AMERICA 190 14.2.1 US 197 14.2.1.1 US Expands AI-Centric Edge Zones Through Metro Compute, Fiber Density, and 5G Scale 197 14.2.2 CANADA 198 14.2.2.1 Canada strengthens immersive entertainment through game development talent and expanding digital infrastructure 198 14.3 EUROPE 199 14.3.1 UK 205 14.3.1.1 The UK Commercializes Telecom Edge Through 5G Density, Enterprise Mobility, and Real-Time Services 205 14.3.2 GERMANY 206 14.3.2.1 Germany Advances Industrial Edge Through Private 5G, Fiber Expansion, and Sovereign AI Infrastructure 206 14.3.3 FRANCE 207 14.3.3.1 France Expands Edge Readiness Through National Fiber Scale and Energy-Efficient 5G Modernization 207 14.3.4 ITALY 208 14.3.4.1 Italy Converts Telecom-Led Cloud Assets into Sovereign Enterprise Edge Infrastructure 208 14.3.5 REST OF EUROPE 209 14.4 ASIA PACIFIC 210 14.4.1 CHINA 217 14.4.1.1 China Scales Industrial Edge Through Massive 5G, IoT, and Manufacturing Infrastructure 217 14.4.2 JAPAN 218 14.4.2.1 Japan Converts Mature 5G Infrastructure into Secure Enterprise MEC and Industrial AI Deployments 218 14.4.3 INDIA 219 14.4.3.1 India Builds Mass-Scale Edge Demand Through 5G Reach, Fiber Expansion, and Enterprise Digitization 219 14.4.4 AUSTRALIA & NEW ZEALAND (ANZ) 220 14.4.4.1 Australia and New Zealand Expand Edge Through Remote Operations, Enterprise Networks, and Data-Center Density 220 14.4.5 REST OF ASIA PACIFIC 221 14.5 MIDDLE EAST & AFRICA 222 14.5.1 GCC COUNTRIES 228 14.5.1.1 Saudi Arabia 229 14.5.1.1.1 Saudi Arabia Anchors Edge Growth Through Sovereign Cloud Regions, AI Factories, and Industrial Compute Capacity 229 14.5.1.2 United Arab Emirates (UAE) 230 14.5.1.2.1 UAE Strengthens Edge Leadership Through Sovereign Cloud, Fiber Depth, and 5.5G Enterprise Networks 230 14.5.1.3 Rest of GCC 231 14.5.2 SOUTH AFRICA 232 14.5.2.1 South Africa Converts Cloud Maturity and Network Resilience into Sub-Saharan Edge Infrastructure Readiness 232 14.5.3 REST OF MIDDLE EAST & AFRICA 233 14.6 LATIN AMERICA 234 14.6.1 BRAZIL 240 14.6.1.1 Brazil Scales Hyperscale Cloud and 5G Density into Industrial and Enterprise Edge Deployments 240 14.6.2 MEXICO 241 14.6.2.1 Mexico Accelerates Edge Infrastructure Through Querétaro Cloud Expansion and Nearshoring-Led Digital Demand 241 14.6.3 REST OF LATIN AMERICA 242 15 COMPETITIVE LANDSCAPE 244 15.1 INTRODUCTION 244 15.2 KEY PLAYER STRATEGIES/RIGHT TO WIN, 2023–2026 244 15.3 REVENUE ANALYSIS, 2021–2025 247 15.4 MARKET SHARE ANALYSIS, 2025 248 15.5 PRODUCT COMPARISON, 2026 251 15.6 COMPANY EVALUATION MATRIX: KEY PLAYERS, 2025 (EDGE COMPUTING MARKET) 253 15.6.1 STARS 254 15.6.2 EMERGING LEADERS 254 15.6.3 PERVASIVE PLAYERS 254 15.6.4 PARTICIPANTS 254 15.6.5 COMPANY FOOTPRINT: KEY PLAYERS, 2025 256 15.6.5.1 Company footprint 256 15.6.5.2 Regional footprint 256 15.6.5.3 Hardware footprint 257 15.6.5.4 Software footprint 257 15.6.5.5 Services footprint 258 15.7 COMPANY EVALUATION MATRIX: STARTUPS/SMES, 2025 258 15.7.1 EVALUATION MATRIX FOR STARTUPS/SMES: CRITERIA WEIGHTAGE 259 15.7.2 PROGRESSIVE COMPANIES 259 15.7.3 RESPONSIVE COMPANIES 259 15.7.4 DYNAMIC COMPANIES 260 15.7.5 STARTING BLOCKS 260 15.7.6 COMPETITIVE BENCHMARKING: STARTUPS/SMES, 2025 262 15.7.6.1 Detailed list of key startups/SMEs 262 15.7.6.2 Competitive benchmarking of key startups/SMEs 262 15.8 COMPANY VALUATION AND FINANCIAL METRICS, 2026 263 15.8.1 COMPANY VALUATION OF KEY VENDORS 263 15.8.2 FINANCIAL METRICS OF KEY VENDORS 263 15.9 COMPETITIVE SCENARIO 264 15.9.1 PRODUCT LAUNCHES 264 15.9.2 DEALS 278 16 COMPANY PROFILES 293 16.1 INTRODUCTION 293 16.2 KEY PLAYERS 293 16.2.1 AMAZON WEB SERVICES (AWS) 293 16.2.1.1 Business overview 293 16.2.1.2 Products/Solutions/Services offered 294 16.2.1.3 Recent developments 296 16.2.1.3.1 Product launches and enhancements 296 16.2.1.3.2 Deals 298 16.2.1.4 MnM view 299 16.2.1.4.1 Right to win 299 16.2.1.4.2 Strategic choices 299 16.2.1.4.3 Weaknesses and competitive threats 300 16.2.2 DELL TECHNOLOGIES 301 16.2.2.1 Business overview 301 16.2.2.2 Products/Solutions/Services offered 302 16.2.2.3 Recent developments 304 16.2.2.3.1 Product launches and enhancements 304 16.2.2.3.2 Deals 306 16.2.2.4 MnM view 307 16.2.2.4.1 Right to win 307 16.2.2.4.2 Strategic choices 307 16.2.2.4.3 Weaknesses and competitive threats 308 16.2.3 NVIDIA 309 16.2.3.1 Business overview 309 16.2.3.2 Products/Solutions/Services offered 310 16.2.3.3 Recent developments 312 16.2.3.3.1 Product launches and enhancements 312 16.2.3.3.2 Deals 314 16.2.3.4 MnM view 315 16.2.3.4.1 Right to win 315 16.2.3.4.2 Strategic choices 316 16.2.3.4.3 Weaknesses and competitive threats 316 16.2.4 MICROSOFT 317 16.2.4.1 Business overview 317 16.2.4.2 Products/Solutions/Services offered 318 16.2.4.3 Recent developments 320 16.2.4.3.1 Product launches and enhancements 320 16.2.4.3.2 Deals 321 16.2.4.4 MnM view 323 16.2.4.4.1 Right to win 323 16.2.4.4.2 Strategic choices 323 16.2.4.4.3 Weaknesses and competitive threats 323 16.2.5 HEWLETT PACKARD ENTERPRISE COMPANY (HPE) 324 16.2.5.1 Business overview 324 16.2.5.2 Products/Solutions/Services offered 325 16.2.5.3 Recent developments 327 16.2.5.3.1 Product launches and enhancements 327 16.2.5.3.2 Deals 329 16.2.5.4 MnM view 330 16.2.5.4.1 Right to win 330 16.2.5.4.2 Strategic choices 331 16.2.5.4.3 Weaknesses and competitive threats 331 16.2.6 GOOGLE 332 16.2.6.1 Business overview 332 16.2.6.2 Products/Solutions/Services offered 333 16.2.6.3 Recent developments 335 16.2.6.3.1 Product launches and enhancements 335 16.2.6.3.2 Deals 336 16.2.7 CISCO 338 16.2.7.1 Business overview 338 16.2.7.2 Products/Solutions/Services offered 339 16.2.7.3 Recent developments 341 16.2.7.3.1 Product launches and enhancements 341 16.2.7.3.2 Deals 342 16.2.8 HUAWEI TECHNOLOGIES 345 16.2.8.1 Business overview 345 16.2.8.2 Products/Solutions/Services offered 346 16.2.8.3 Recent developments 347 16.2.8.3.1 Product launches and enhancements 347 16.2.8.3.2 Deals 349 16.2.9 IBM 351 16.2.9.1 Business overview 351 16.2.9.2 Products/Solutions/Services offered 352 16.2.9.3 Recent developments 354 16.2.9.3.1 Product launches and enhancements 354 16.2.9.3.2 Deals 356 16.2.10 INTEL 358 16.2.10.1 Business overview 358 16.2.10.2 Products/Solutions/Services offered 359 16.2.10.3 Recent developments 361 16.2.10.3.1 Product launches and enhancements 361 16.2.10.3.2 Deals 362 16.3 OTHER PLAYERS 364 16.3.1 ZEDEDA 364 16.3.2 SPECTRO CLOUD 365 16.3.3 AVASSA SYSTEMS AB 366 16.3.4 AXELERA AI 367 16.3.5 KNERON 368 16.3.6 EDGECORTIX INC 369 16.3.7 VAPOR IO 370 16.3.8 NOKIA 371 16.3.9 LENOVO 372 16.3.10 ZTE 373 16.3.11 SIEMENS 374 16.3.12 ADVANTECH 375 16.3.13 BELDEN 376 16.3.14 ORACLE 377 16.3.15 AKAMAI TECHNOLOGIES 378 16.3.16 CLEARBLADE 379 16.3.17 MOXA 380 16.3.18 BROADCOM 381 16.3.19 SUPERMICRO 382 16.3.20 SCALE COMPUTING 383 17 RESEARCH METHODOLOGY 384 17.1 RESEARCH DATA 384 17.1.1 SECONDARY DATA 385 17.1.1.1 Data & List of Key Secondary Sources 386 17.1.2 PRIMARY DATA 386 17.1.2.1 Breakdown of primary interviews 387 17.1.2.2 Key industry insights 387 17.1.3 MARKET SIZE ESTIMATION 388 17.1.4 DATA TRIANGULATION 390 17.1.5 FACTOR ANALYSIS 392 17.1.6 RESEARCH ASSUMPTIONS 392 18 APPENDIX 393 18.1 DISCUSSION GUIDE 393 18.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 399 18.3 CUSTOMIZATION OPTIONS 401 18.4 RELATED REPORTS 401 18.5 AUTHOR DETAILS 402

圖表清單 List of Tables & Figures

TABLE 1 INCLUSIONS AND EXCLUSIONS 34 TABLE 2 USD EXCHANGE RATES, 2020–2025 35 TABLE 3 KEY MOVES AND STRATEGIC FOCUS 54 TABLE 4 IMPACT OF PORTER’S FIVE FORCES ON EDGE COMPUTING MARKET 56 TABLE 5 GDP PERCENTAGE CHANGE, BY KEY COUNTRY, 2021–2029 58 TABLE 6 EDGE COMPUTING MARKET: ROLE OF COMPANIES IN ECOSYSTEM 62 TABLE 7 EDGE COMPUTING MARKET: LIST OF KEY CONFERENCES AND EVENTS, 2026–2027 64 TABLE 8 US ADJUSTED RECIPROCAL TARIFF RATES 69 TABLE 9 LIST OF GRANTED PATENTS IN EDGE COMPUTING MARKET, 2023–2025 80 TABLE 10 TOP USE CASES AND MARKET POTENTIAL 84 TABLE 11 BEST PRACTICES: COMPANIES IMPLEMENTING USE CASES 84 TABLE 12 INTERCONNECTED ADJACENT ECOSYSTEMS AND IMPLICATIONS FOR MARKET PLAYERS 86 TABLE 13 NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 88 TABLE 14 EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 89 TABLE 15 ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 90 TABLE 16 OTHERS: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 91 TABLE 17 NORTH AMERICA 92 TABLE 18 EUROPE 92 TABLE 19 ASIA PACIFIC 93 TABLE 20 MIDDLE EAST & AFRICA 93 TABLE 21 LATIN AMERICA 94 TABLE 22 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS (%) 97 TABLE 23 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 98 TABLE 24 EDGE COMPUTING MARKET: UNMET NEEDS ACROSS END-USE INDUSTRIES 100 TABLE 25 EDGE COMPUTING MARKET, BY OFFERING, 2021–2025 (USD MILLION) 106 TABLE 26 EDGE COMPUTING MARKET, BY OFFERING, 2026–2031 (USD MILLION) 106 TABLE 27 EDGE INFRASTRUCTURE MARKET, BY HARDWARE, 2021–2025 (USD MILLION) 107 TABLE 28 EDGE INFRASTRUCTURE MARKET, BY HARDWARE, 2026–2031 (USD MILLION) 107 TABLE 29 EDGE INFRASTRUCTURE HARDWARE MARKET, BY REGION, 2021–2025 (USD MILLION) 108 TABLE 30 EDGE INFRASTRUCTURE HARDWARE MARKET, BY REGION, 2026–2031 (USD MILLION) 108 TABLE 31 EDGE SERVERS AND APPLIANCES MARKET, BY REGION, 2021–2025 (USD MILLION) 109 TABLE 32 EDGE SERVERS AND APPLIANCES MARKET, BY REGION, 2026–2031 (USD MILLION) 109 TABLE 33 EDGE GATEWAYS MARKET, BY REGION, 2021–2025 (USD MILLION) 111 TABLE 34 EDGE GATEWAYS MARKET, BY REGION, 2026–2031 (USD MILLION) 111 TABLE 35 AI ACCELERATORS AND PROCESSORS MARKET, BY REGION, 2021–2025 (USD MILLION) 113 TABLE 36 AI ACCELERATORS AND PROCESSORS MARKET, BY REGION, 2026–2031 (USD MILLION) 113 TABLE 37 EDGE STORAGE MARKET, BY REGION, 2021–2025 (USD MILLION) 115 TABLE 38 EDGE STORAGE MARKET, BY REGION, 2026–2031 (USD MILLION) 115 TABLE 39 NETWORKING EQUIPMENT MARKET, BY REGION, 2021–2025 (USD MILLION) 117 TABLE 40 NETWORKING EQUIPMENT MARKET, BY REGION, 2026–2031 (USD MILLION) 117 TABLE 41 EDGE COMPUTING MARKET, BY SOFTWARE,2021–2025 (USD MILLION) 119 TABLE 42 EDGE COMPUTING MARKET, BY SOFTWARE, 2026–2031 (USD MILLION) 119 TABLE 43 EDGE COMPUTING SOFTWARE MARKET, BY REGION, 2021–2025 (USD MILLION) 119 TABLE 44 EDGE COMPUTING SOFTWARE MARKET, BY REGION, 2026–2031 (USD MILLION) 120 TABLE 45 EDGE ORCHESTRATION AND MANAGEMENT PLATFORMS MARKET, BY REGION, 2021–2025 (USD MILLION) 120 TABLE 46 EDGE ORCHESTRATION AND MANAGEMENT PLATFORMS MARKET, BY REGION, 2026–2031 (USD MILLION) 121 TABLE 47 EDGE AI AND ANALYTICS PLATFORMS MARKET, BY REGION, 2021–2025 (USD MILLION) 122 TABLE 48 EDGE AI AND ANALYTICS PLATFORMS MARKET, BY REGION, 2026–2031 (USD MILLION) 123 TABLE 49 EDGE DATA MANAGEMENT AND INTEGRATION SOFTWARE MARKET, BY REGION, 2021–2025 (USD MILLION) 125 TABLE 50 EDGE DATA MANAGEMENT AND INTEGRATION SOFTWARE MARKET, BY REGION, 2026–2031 (USD MILLION) 125 TABLE 51 EDGE SECURITY SOFTWARE MARKET, BY REGION, 2021–2025 (USD MILLION) 127 TABLE 52 EDGE SECURITY SOFTWARE MARKET, BY REGION, 2026–2031 (USD MILLION) 127 TABLE 53 EDGE COMPUTING MARKET, BY SERVICE, 2021–2025 (USD MILLION) 129 TABLE 54 EDGE COMPUTING MARKET, BY SERVICE, 2026–2031 (USD MILLION) 129 TABLE 55 EDGE COMPUTING SERVICES MARKET, BY REGION, 2021–2025 (USD MILLION) 129 TABLE 56 EDGE COMPUTING SERVICES MARKET, BY REGION, 2026–2031 (USD MILLION) 129 TABLE 57 EDGE COMPUTING PROFESSIONAL SERVICES MARKET, BY REGION, 2021–2025 (USD MILLION) 130 TABLE 58 EDGE COMPUTING PROFESSIONAL SERVICES MARKET, BY REGION, 2026–2031 (USD MILLION) 131 TABLE 59 MANAGED EDGE SERVICES MARKET, BY REGION, 2021–2025 (USD MILLION) 132 TABLE 60 MANAGED EDGE SERVICES MARKET, BY REGION, 2026–2031 (USD MILLION) 132 TABLE 61 EDGE COMPUTING MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 137 TABLE 62 EDGE COMPUTING MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 137 TABLE 63 EDGE COMPUTING MARKET IN VIDEO ANALYTICS AND COMPUTER VISION, BY REGION, 2021–2025 (USD MILLION) 138 TABLE 64 EDGE COMPUTING MARKET IN VIDEO ANALYTICS AND COMPUTER VISION, BY REGION, 2026–2031 (USD MILLION) 138 TABLE 65 EDGE COMPUTING MARKET IN ASSET MONITORING AND PREDICTIVE MAINTENANCE, BY REGION, 2021–2025 (USD MILLION) 139 TABLE 66 EDGE COMPUTING MARKET IN ASSET MONITORING AND PREDICTIVE MAINTENANCE, BY REGION, 2026–2031 (USD MILLION) 139 TABLE 67 EDGE COMPUTING MARKET IN INDUSTRIAL AUTOMATION AND OPERATIONAL CONTROL, BY REGION, 2021–2025 (USD MILLION) 140 TABLE 68 EDGE COMPUTING MARKET IN INDUSTRIAL AUTOMATION AND OPERATIONAL CONTROL, BY REGION, 2026–2031 (USD MILLION) 140 TABLE 69 EDGE COMPUTING MARKET IN CONNECTED ASSET AND IOT MONITORING, BY REGION, 2021–2025 (USD MILLION) 141 TABLE 70 EDGE COMPUTING MARKET IN CONNECTED ASSET AND IOT MONITORING, BY REGION, 2026–2031 (USD MILLION) 141 TABLE 71 EDGE COMPUTING MARKET IN REAL-TIME ANALYTICS AND DECISION SUPPORT, BY REGION, 2021–2025 (USD MILLION) 142 TABLE 72 EDGE COMPUTING MARKET IN REAL-TIME ANALYTICS AND DECISION SUPPORT, BY REGION, 2026–2031 (USD MILLION) 142 TABLE 73 EDGE COMPUTING MARKET IN CONTENT DELIVERY AND NETWORK OPTIMIZATION, BY REGION, 2021–2025 (USD MILLION) 143 TABLE 74 EDGE COMPUTING MARKET IN CONTENT DELIVERY AND NETWORK OPTIMIZATION, BY REGION, 2026–2031 (USD MILLION) 143 TABLE 75 EDGE COMPUTING MARKET IN AUTONOMOUS SYSTEMS AND IMMERSIVE APPLICATIONS, BY REGION, 2021–2025 (USD MILLION) 144 TABLE 76 EDGE COMPUTING MARKET IN AUTONOMOUS SYSTEMS AND IMMERSIVE APPLICATIONS, BY REGION, 2026–2031 (USD MILLION) 144 TABLE 77 EDGE COMPUTING MARKET IN OTHER APPLICATIONS, BY REGION, 2021–2025 (USD MILLION) 145 TABLE 78 EDGE COMPUTING MARKET IN OTHER APPLICATIONS, BY REGION, 2026–2031 (USD MILLION) 145 TABLE 79 EDGE COMPUTING MARKET, BY DEPLOYMENT MODE, 2021–2025 (USD MILLION) 148 TABLE 80 EDGE COMPUTING MARKET, BY DEPLOYMENT MODE, 2026–2031 (USD MILLION) 148 TABLE 81 ON-PREMISE EDGE COMPUTING MARKET, BY REGION, 2021–2025 (USD MILLION) 149 TABLE 82 ON-PREMISE EDGE COMPUTING MARKET, BY REGION, 2026–2031 (USD MILLION) 149 TABLE 83 TELCO AND NETWORK EDGE COMPUTING MARKET, BY REGION, 2021–2025 (USD MILLION) 150 TABLE 84 TELCO AND NETWORK EDGE COMPUTING MARKET, BY REGION, 2026–2031 (USD MILLION) 150 TABLE 85 REGIONAL AND CLOUD EDGE COMPUTING MARKET, BY REGION, 2021–2025 (USD MILLION) 151 TABLE 86 REGIONAL AND CLOUD EDGE COMPUTING MARKET, BY REGION, 2026–2031 (USD MILLION) 151 TABLE 87 EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2021–2025 (USD MILLION) 154 TABLE 88 EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2026–2031 (USD MILLION) 154 TABLE 89 EDGE COMPUTING MARKET FOR LARGE ENTERPRISES, BY REGION, 2021–2025 (USD MILLION) 155 TABLE 90 EDGE COMPUTING MARKET FOR LARGE ENTERPRISES, BY REGION, 2026–2031 (USD MILLION) 155 TABLE 91 EDGE COMPUTING MARKET FOR SMES, BY REGION, 2021–2025 (USD MILLION) 156 TABLE 92 EDGE COMPUTING MARKET FOR SMES, BY REGION, 2026–2031 (USD MILLION) 156 TABLE 93 EDGE COMPUTING MARKET, BY VERTICAL, 2021–2025 (USD MILLION) 159 TABLE 94 EDGE COMPUTING MARKET, BY VERTICAL, 2026–2031 (USD MILLION) 160 TABLE 95 EDGE COMPUTING MARKET IN RETAIL AND E-COMMERCE, BY REGION, 2021–2025 (USD MILLION) 161 TABLE 96 EDGE COMPUTING MARKET IN RETAIL AND E-COMMERCE, BY REGION, 2026–2031 (USD MILLION) 161 TABLE 97 EDGE COMPUTING MARKET IN MANUFACTURING, BY REGION, 2021–2025 (USD MILLION) 163 TABLE 98 EDGE COMPUTING MARKET IN MANUFACTURING, BY REGION, 2026–2031 (USD MILLION) 164 TABLE 99 EDGE COMPUTING MARKET IN IT AND DATA CENTERS, BY REGION, 2021–2025 (USD MILLION) 166 TABLE 100 EDGE COMPUTING MARKET IN IT AND DATA CENTERS, BY REGION, 2026–2031 (USD MILLION) 166 TABLE 101 EDGE COMPUTING MARKET IN TELECOMMUNICATIONS, BY REGION, 2021–2025 (USD MILLION) 168 TABLE 102 EDGE COMPUTING MARKET IN TELECOMMUNICATIONS, BY REGION, 2026–2031 (USD MILLION) 169 TABLE 103 EDGE COMPUTING MARKET IN AUTOMOTIVE, BY REGION, 2021–2025 (USD MILLION) 171 TABLE 104 EDGE COMPUTING MARKET IN AUTOMOTIVE, BY REGION, 2026–2031 (USD MILLION) 171 TABLE 105 EDGE COMPUTING MARKET IN HEALTHCARE AND LIFE SCIENCES, BY REGION, 2021–2025 (USD MILLION) 173 TABLE 106 EDGE COMPUTING MARKET IN HEALTHCARE AND LIFE SCIENCES, BY REGION, 2026–2031 (USD MILLION) 174 TABLE 107 EDGE COMPUTING MARKET IN TRANSPORTATION AND LOGISTICS, BY REGION, 2021–2025 (USD MILLION) 176 TABLE 108 EDGE COMPUTING MARKET IN TRANSPORTATION AND LOGISTICS, BY REGION, 2026–2031 (USD MILLION) 176 TABLE 109 EDGE COMPUTING MARKET IN ENERGY AND UTILITIES, BY REGION, 2021–2025 (USD MILLION) 178 TABLE 110 EDGE COMPUTING MARKET IN ENERGY AND UTILITIES, BY REGION, 2026–2031 (USD MILLION) 178 TABLE 111 EDGE COMPUTING MARKET IN GOVERNMENT AND DEFENSE, BY REGION, 2021–2025 (USD MILLION) 180 TABLE 112 EDGE COMPUTING MARKET IN GOVERNMENT AND DEFENSE, BY REGION, 2026–2031 (USD MILLION) 181 TABLE 113 EDGE COMPUTING MARKET IN BFSI, BY REGION, 2021–2025 (USD MILLION) 183 TABLE 114 EDGE COMPUTING MARKET IN BFSI, BY REGION, 2026–2031 (USD MILLION) 183 TABLE 115 EDGE COMPUTING MARKET IN MEDIA AND ENTERTAINMENT, BY REGION, 2021–2025 (USD MILLION) 185 TABLE 116 EDGE COMPUTING MARKET IN MEDIA AND ENTERTAINMENT, BY REGION, 2026–2031 (USD MILLION) 185 TABLE 117 EDGE COMPUTING MARKET IN OTHER VERTICALS, BY REGION, 2021–2025 (USD MILLION) 187 TABLE 118 EDGE COMPUTING MARKET IN OTHER VERTICALS, BY REGION, 2026–2031 (USD MILLION) 187 TABLE 119 EDGE COMPUTING MARKET, BY REGION, 2021–2025 (USD MILLION) 189 TABLE 120 EDGE COMPUTING MARKET, BY REGION, 2026–2031 (USD MILLION) 190 TABLE 121 NORTH AMERICA: EDGE COMPUTING MARKET, BY OFFERING, 2021–2025 (USD MILLION) 191 TABLE 122 NORTH AMERICA: EDGE COMPUTING MARKET, BY OFFERING, 2026–2031 (USD MILLION) 191 TABLE 123 NORTH AMERICA: EDGE INFRASTRUCTURE MARKET, BY HARDWARE, 2021–2025 (USD MILLION) 192 TABLE 124 NORTH AMERICA: EDGE INFRASTRUCTURE MARKET, BY HARDWARE, 2026–2031 (USD MILLION) 192 TABLE 125 NORTH AMERICA: EDGE COMPUTING MARKET, BY SOFTWARE, 2021–2025 (USD MILLION) 192 TABLE 126 NORTH AMERICA: EDGE COMPUTING MARKET, BY SOFTWARE, 2026–2031 (USD MILLION) 193 TABLE 127 NORTH AMERICA: EDGE COMPUTING MARKET, BY SERVICE, 2021–2025 (USD MILLION) 193 TABLE 128 NORTH AMERICA: EDGE COMPUTING MARKET, BY SERVICE, 2026–2031 (USD MILLION) 193 TABLE 129 NORTH AMERICA: EDGE COMPUTING MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 194 TABLE 130 NORTH AMERICA: EDGE COMPUTING MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 194 TABLE 131 NORTH AMERICA: EDGE COMPUTING MARKET, BY DEPLOYMENT MODE, 2021–2025 (USD MILLION) 195 TABLE 132 NORTH AMERICA: EDGE COMPUTING MARKET, BY DEPLOYMENT MODE, 2026–2031 (USD MILLION) 195 TABLE 133 NORTH AMERICA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2021–2025 (USD MILLION) 195 TABLE 134 NORTH AMERICA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2026–2031 (USD MILLION) 195 TABLE 135 NORTH AMERICA: EDGE COMPUTING MARKET, BY VERTICAL, 2021–2025 (USD MILLION) 196 TABLE 136 NORTH AMERICA: EDGE COMPUTING MARKET, BY VERTICAL, 2026–2031 (USD MILLION) 196 TABLE 137 NORTH AMERICA: EDGE COMPUTING MARKET, BY COUNTRY, 2021–2025 (USD MILLION) 197 TABLE 138 NORTH AMERICA: EDGE COMPUTING MARKET, BY COUNTRY, 2026–2031 (USD MILLION) 197 TABLE 139 US: EDGE COMPUTING MARKET, BY OFFERING, 2021–2025 (USD MILLION) 198 TABLE 140 US: EDGE COMPUTING MARKET, BY OFFERING, 2026–2031 (USD MILLION) 198 TABLE 141 CANADA: EDGE COMPUTING MARKET, BY OFFERING, 2021–2025 (USD MILLION) 199 TABLE 142 CANADA: EDGE COMPUTING MARKET, BY OFFERING, 2026–2031 (USD MILLION) 199 TABLE 143 EUROPE: EDGE COMPUTING MARKET, BY OFFERING, 2021–2025 (USD MILLION) 200 TABLE 144 EUROPE: EDGE COMPUTING MARKET, BY OFFERING, 2026–2031 (USD MILLION) 200 TABLE 145 EUROPE: EDGE INFRASTRUCTURE MARKET, BY HARDWARE, 2021–2025 (USD MILLION) 200 TABLE 146 EUROPE: EDGE INFRASTRUCTURE MARKET, BY HARDWARE, 2026–2031 (USD MILLION) 200 TABLE 147 EUROPE: EDGE COMPUTING MARKET, BY SOFTWARE, 2021–2025 (USD MILLION) 201 TABLE 148 EUROPE: EDGE COMPUTING MARKET, BY SOFTWARE, 2026–2031 (USD MILLION) 201 TABLE 149 EUROPE: EDGE COMPUTING MARKET, BY SERVICE, 2021–2025 (USD MILLION) 201 TABLE 150 EUROPE: EDGE COMPUTING MARKET, BY SERVICE, 2026–2031 (USD MILLION) 201 TABLE 151 EUROPE: EDGE COMPUTING MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 202 TABLE 152 EUROPE: EDGE COMPUTING MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 202 TABLE 153 EUROPE: EDGE COMPUTING MARKET, BY DEPLOYMENT MODE, 2021–2025 (USD MILLION) 203 TABLE 154 EUROPE: EDGE COMPUTING MARKET, BY DEPLOYMENT MODE, 2026–2031 (USD MILLION) 203 TABLE 155 EUROPE: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2021–2025 (USD MILLION) 203 TABLE 156 EUROPE: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2026–2031 (USD MILLION) 203 TABLE 157 EUROPE: EDGE COMPUTING MARKET, BY VERTICAL, 2021–2025 (USD MILLION) 204 TABLE 158 EUROPE: EDGE COMPUTING MARKET, BY VERTICAL, 2026–2031 (USD MILLION) 204 TABLE 159 EUROPE: EDGE COMPUTING MARKET, BY COUNTRY, 2021–2025 (USD MILLION) 205 TABLE 160 EUROPE: EDGE COMPUTING MARKET, BY COUNTRY, 2026–2031 (USD MILLION) 205 TABLE 161 UK: EDGE COMPUTING MARKET, BY OFFERING, 2021–2025 (USD MILLION) 206 TABLE 162 UK: EDGE COMPUTING MARKET, BY OFFERING, 2026–2031 (USD MILLION) 206 TABLE 163 GERMANY: EDGE COMPUTING MARKET, BY OFFERING, 2021–2025 (USD MILLION) 207 TABLE 164 GERMANY: EDGE COMPUTING MARKET, BY OFFERING, 2026–2031 (USD MILLION) 207 TABLE 165 FRANCE: EDGE COMPUTING MARKET, BY OFFERING, 2021–2025 (USD MILLION) 208 TABLE 166 FRANCE: EDGE COMPUTING MARKET, BY OFFERING, 2026–2031 (USD MILLION) 208 TABLE 167 ITALY: EDGE COMPUTING MARKET, BY OFFERING, 2021–2025 (USD MILLION) 209 TABLE 168 ITALY: EDGE COMPUTING MARKET, BY OFFERING, 2026–2031 (USD MILLION) 209 TABLE 169 REST OF EUROPE: EDGE COMPUTING MARKET, BY OFFERING, 2021–2025 (USD MILLION) 210 TABLE 170 REST OF EUROPE: EDGE COMPUTING MARKET, BY OFFERING, 2026–2031 (USD MILLION) 210 TABLE 171 ASIA PACIFIC: EDGE COMPUTING MARKET, BY OFFERING, 2021–2025 (USD MILLION) 211 TABLE 172 ASIA PACIFIC: EDGE COMPUTING MARKET, BY OFFERING, 2026–2031 (USD MILLION) 211 TABLE 173 ASIA PACIFIC: EDGE INFRASTRUCTURE MARKET, BY HARDWARE, 2021–2025 (USD MILLION) 212 TABLE 174 ASIA PACIFIC: EDGE INFRASTRUCTURE MARKET, BY HARDWARE, 2026–2031 (USD MILLION) 212 TABLE 175 ASIA PACIFIC: EDGE COMPUTING MARKET, BY SOFTWARE, 2021–2025 (USD MILLION) 212 TABLE 176 ASIA PACIFIC: EDGE COMPUTING MARKET, BY SOFTWARE, 2026–2031 (USD MILLION) 213 TABLE 177 ASIA PACIFIC: EDGE COMPUTING MARKET, BY SERVICE, 2021–2025 (USD MILLION) 213 TABLE 178 ASIA PACIFIC: EDGE COMPUTING MARKET, BY SERVICE, 2026–2031 (USD MILLION) 213 TABLE 179 ASIA PACIFIC: EDGE COMPUTING MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 213 TABLE 180 ASIA PACIFIC: EDGE COMPUTING MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 214 TABLE 181 ASIA PACIFIC: EDGE COMPUTING MARKET, BY DEPLOYMENT MODE, 2021–2025 (USD MILLION) 214 TABLE 182 ASIA PACIFIC: EDGE COMPUTING MARKET, BY DEPLOYMENT MODE, 2026–2031 (USD MILLION) 214 TABLE 183 ASIA PACIFIC: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2021–2025 (USD MILLION) 215 TABLE 184 ASIA PACIFIC: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2026–2031 (USD MILLION) 215 TABLE 185 ASIA PACIFIC: EDGE COMPUTING MARKET, BY VERTICAL, 2021–2025 (USD MILLION) 215 TABLE 186 ASIA PACIFIC: EDGE COMPUTING MARKET, BY VERTICAL, 2026–2031 (USD MILLION) 216 TABLE 187 ASIA PACIFIC: EDGE COMPUTING MARKET, BY COUNTRY, 2021–2025 (USD MILLION) 216 TABLE 188 ASIA PACIFIC: EDGE COMPUTING MARKET, BY COUNTRY, 2026–2031 (USD MILLION) 216 TABLE 189 CHINA: EDGE COMPUTING MARKET, BY OFFERING, 2021–2025 (USD MILLION) 217 TABLE 190 CHINA: EDGE COMPUTING MARKET, BY OFFERING, 2026–2031 (USD MILLION) 217 TABLE 191 JAPAN: EDGE COMPUTING MARKET, BY OFFERING, 2021–2025 (USD MILLION) 218 TABLE 192 JAPAN: EDGE COMPUTING MARKET, BY OFFERING, 2026–2031 (USD MILLION) 218 TABLE 193 INDIA: EDGE COMPUTING MARKET, BY OFFERING, 2021–2025 (USD MILLION) 219 TABLE 194 INDIA: EDGE COMPUTING MARKET, BY OFFERING, 2026–2031 (USD MILLION) 219 TABLE 195 AUSTRALIA & NEW ZEALAND (ANZ): EDGE COMPUTING MARKET, BY OFFERING, 2021–2025 (USD MILLION) 220 TABLE 196 AUSTRALIA & NEW ZEALAND (ANZ): EDGE COMPUTING MARKET, BY OFFERING, 2026–2031 (USD MILLION) 220 TABLE 197 REST OF ASIA PACIFIC: EDGE COMPUTING MARKET, BY OFFERING, 2021–2025 (USD MILLION) 221 TABLE 198 REST OF ASIA PACIFIC: EDGE COMPUTING MARKET, BY OFFERING, 2026–2031 (USD MILLION) 221 TABLE 199 MIDDLE EAST & AFRICA: EDGE COMPUTING MARKET, BY OFFERING, 2021–2025 (USD MILLION) 222 TABLE 200 MIDDLE EAST & AFRICA: EDGE COMPUTING MARKET, BY OFFERING, 2026–2031 (USD MILLION) 222 TABLE 201 MIDDLE EAST & AFRICA: EDGE INFRASTRUCTURE MARKET, BY HARDWARE, 2021–2025 (USD MILLION) 223 TABLE 202 MIDDLE EAST & AFRICA: EDGE INFRASTRUCTURE MARKET, BY HARDWARE, 2026–2031 (USD MILLION) 223 TABLE 203 MIDDLE EAST & AFRICA: EDGE COMPUTING MARKET, BY SOFTWARE, 2021–2025 (USD MILLION) 223 TABLE 204 MIDDLE EAST & AFRICA: EDGE COMPUTING MARKET, BY SOFTWARE, 2026–2031 (USD MILLION) 224 TABLE 205 MIDDLE EAST & AFRICA: EDGE COMPUTING MARKET, BY SERVICE, 2021–2025 (USD MILLION) 224 TABLE 206 MIDDLE EAST & AFRICA: EDGE COMPUTING MARKET, BY SERVICE, 2026–2031 (USD MILLION) 224 TABLE 207 MIDDLE EAST & AFRICA: EDGE COMPUTING MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 225 TABLE 208 MIDDLE EAST & AFRICA: EDGE COMPUTING MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 225 TABLE 209 MIDDLE EAST & AFRICA: EDGE COMPUTING MARKET, BY DEPLOYMENT MODE, 2021–2025 (USD MILLION) 226 TABLE 210 MIDDLE EAST & AFRICA: EDGE COMPUTING MARKET, BY DEPLOYMENT MODE, 2026–2031 (USD MILLION) 226 TABLE 211 MIDDLE EAST & AFRICA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2021–2025 (USD MILLION) 226 TABLE 212 MIDDLE EAST & AFRICA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2026–2031 (USD MILLION) 226 TABLE 213 MIDDLE EAST & AFRICA: EDGE COMPUTING MARKET, BY VERTICAL, 2021–2025 (USD MILLION) 227 TABLE 214 MIDDLE EAST & AFRICA: EDGE COMPUTING MARKET, BY VERTICAL, 2026–2031 (USD MILLION) 227 TABLE 215 MIDDLE EAST & AFRICA: EDGE COMPUTING MARKET, BY COUNTRY, 2021–2025 (USD MILLION) 228 TABLE 216 MIDDLE EAST & AFRICA: EDGE COMPUTING MARKET, BY COUNTRY, 2026–2031 (USD MILLION) 228 TABLE 217 GCC COUNTRIES: EDGE COMPUTING MARKET, BY COUNTRY, 2021–2025 (USD MILLION) 229 TABLE 218 GCC COUNTRIES: EDGE COMPUTING MARKET, BY COUNTRY, 2026–2031 (USD MILLION) 229 TABLE 219 SAUDI ARABIA: EDGE COMPUTING MARKET, BY OFFERING, 2021–2025 (USD MILLION) 230 TABLE 220 SAUDI ARABIA: EDGE COMPUTING MARKET, BY OFFERING, 2026–2031 (USD MILLION) 230 TABLE 221 UNITED ARAB EMIRATES (UAE): EDGE COMPUTING MARKET, BY OFFERING, 2021–2025 (USD MILLION) 231 TABLE 222 UNITED ARAB EMIRATES (UAE): EDGE COMPUTING MARKET, BY OFFERING, 2026–2031 (USD MILLION) 231 TABLE 223 REST OF GCC: EDGE COMPUTING MARKET, BY OFFERING, 2021–2025 (USD MILLION) 232 TABLE 224 REST OF GCC: EDGE COMPUTING MARKET, BY OFFERING, 2026–2031 (USD MILLION) 232 TABLE 225 SOUTH AFRICA: EDGE COMPUTING MARKET, BY OFFERING, 2021–2025 (USD MILLION) 233 TABLE 226 SOUTH AFRICA: EDGE COMPUTING MARKET, BY OFFERING, 2026–2031 (USD MILLION) 233 TABLE 227 REST OF MIDDLE EAST & AFRICA: EDGE COMPUTING MARKET, BY OFFERING, 2021–2025 (USD MILLION) 234 TABLE 228 REST OF MIDDLE EAST & AFRICA: EDGE COMPUTING MARKET, BY OFFERING, 2026–2031 (USD MILLION) 234 TABLE 229 LATIN AMERICA: EDGE COMPUTING MARKET, BY OFFERING, 2021–2025 (USD MILLION) 235 TABLE 230 LATIN AMERICA: EDGE COMPUTING MARKET, BY OFFERING, 2026–2031 (USD MILLION) 235 TABLE 231 LATIN AMERICA: EDGE INFRASTRUCTURE MARKET, BY HARDWARE, 2021–2025 (USD MILLION) 235 TABLE 232 LATIN AMERICA: EDGE INFRASTRUCTURE MARKET, BY HARDWARE, 2026–2031 (USD MILLION) 236 TABLE 233 LATIN AMERICA: EDGE COMPUTING MARKET, BY SOFTWARE, 2021–2025 (USD MILLION) 236 TABLE 234 LATIN AMERICA: EDGE COMPUTING MARKET, BY SOFTWARE, 2026–2031 (USD MILLION) 236 TABLE 235 LATIN AMERICA: EDGE COMPUTING MARKET, BY SERVICE, 2021–2025 (USD MILLION) 236 TABLE 236 LATIN AMERICA: EDGE COMPUTING MARKET, BY SERVICE, 2026–2031 (USD MILLION) 237 TABLE 237 LATIN AMERICA: EDGE COMPUTING MARKET, BY APPLICATION, 2021–2025 (USD MILLION) 237 TABLE 238 LATIN AMERICA: EDGE COMPUTING MARKET, BY APPLICATION, 2026–2031 (USD MILLION) 237 TABLE 239 LATIN AMERICA: EDGE COMPUTING MARKET, BY DEPLOYMENT MODE, 2021–2025 (USD MILLION) 238 TABLE 240 LATIN AMERICA: EDGE COMPUTING MARKET, BY DEPLOYMENT MODE, 2026–2031 (USD MILLION) 238 TABLE 241 LATIN AMERICA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2021–2025 (USD MILLION) 238 TABLE 242 LATIN AMERICA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2026–2031 (USD MILLION) 238 TABLE 243 LATIN AMERICA: EDGE COMPUTING MARKET, BY VERTICAL, 2021–2025 (USD MILLION) 239 TABLE 244 LATIN AMERICA: EDGE COMPUTING MARKET, BY VERTICAL, 2026–2031 (USD MILLION) 239 TABLE 245 LATIN AMERICA: EDGE COMPUTING MARKET, BY COUNTRY, 2021–2025 (USD MILLION) 240 TABLE 246 LATIN AMERICA: EDGE COMPUTING MARKET, BY COUNTRY, 2026–2031 (USD MILLION) 240 TABLE 247 BRAZIL: EDGE COMPUTING MARKET, BY OFFERING, 2021–2025 (USD MILLION) 241 TABLE 248 BRAZIL: EDGE COMPUTING MARKET, BY OFFERING, 2026–2031 (USD MILLION) 241 TABLE 249 MEXICO: EDGE COMPUTING MARKET, BY OFFERING, 2021–2025 (USD MILLION) 242 TABLE 250 MEXICO: EDGE COMPUTING MARKET, BY OFFERING, 2026–2031 (USD MILLION) 242 TABLE 251 REST OF LATIN AMERICA: EDGE COMPUTING MARKET, BY OFFERING, 2021–2025 (USD MILLION) 243 TABLE 252 REST OF LATIN AMERICA: EDGE COMPUTING MARKET, BY OFFERING, 2026–2031 (USD MILLION) 243 TABLE 253 EDGE COMPUTING MARKET: OVERVIEW OF STRATEGIES ADOPTED BY KEY PLAYERS, 2023–2026 244 TABLE 254 MARKET SHARE OF KEY VENDORS, 2025 248 TABLE 255 EDGE COMPUTING MARKET: REGIONAL FOOTPRINT, 2025 256 TABLE 256 EDGE COMPUTING MARKET: EDGE INFRASTRUCTURE HARDWARE FOOTPRINT, 2025 257 TABLE 257 EDGE COMPUTING MARKET: SOFTWARE TYPE FOOTPRINT, 2025 257 TABLE 258 EDGE COMPUTING MARKET: SERVICES FOOTPRINT, 2025 258 TABLE 259 EDGE COMPUTING MARKET: LIST OF KEY STARTUPS/SMES 262 TABLE 260 EDGE COMPUTING MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES 262 TABLE 261 EDGE COMPUTING MARKET: PRODUCT LAUNCHES/ENHANCEMENTS, MARCH 2023– JUNE 2026 264 TABLE 262 EDGE COMPUTING MARKET: DEALS, MAY 2023–JUNE 2026 278 TABLE 263 AMAZON WEB SERVICES (AWS): COMPANY OVERVIEW 294 TABLE 264 AMAZON WEB SERVICES (AWS): PRODUCTS/SOLUTIONS/SERVICES OFFERED 294 TABLE 265 AMAZON WEB SERVICES (AWS): PRODUCT LAUNCHES AND ENHANCEMENTS 296 TABLE 266 AMAZON WEB SERVICES (AWS): DEALS 298 TABLE 267 DELL TECHNOLOGIES: COMPANY OVERVIEW 301 TABLE 268 DELL TECHNOLOGIES: PRODUCTS/SOLUTIONS/SERVICES OFFERED 302 TABLE 269 DELL TECHNOLOGIES: PRODUCT LAUNCHES AND ENHANCEMENTS 304 TABLE 270 DELL TECHNOLOGIES: DEALS 306 TABLE 271 NVIDIA: COMPANY OVERVIEW 309 TABLE 272 NVIDIA: PRODUCTS/SOLUTIONS/SERVICES OFFERED 310 TABLE 273 NVIDIA: PRODUCT LAUNCHES AND ENHANCEMENTS 312 TABLE 274 NVIDIA: DEALS 314 TABLE 275 MICROSOFT: COMPANY OVERVIEW 317 TABLE 276 MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED 318 TABLE 277 MICROSOFT: PRODUCT LAUNCHES AND ENHANCEMENTS 320 TABLE 278 MICROSOFT: DEALS 321 TABLE 279 HEWLETT PACKARD ENTERPRISE COMPANY (HPE): COMPANY OVERVIEW 324 TABLE 280 HEWLETT PACKARD ENTERPRISE COMPANY (HPE): PRODUCTS/SOLUTIONS/ SERVICES OFFERED 325 TABLE 281 HEWLETT PACKARD ENTERPRISE COMPANY (HPE): PRODUCT LAUNCHES AND ENHANCEMENTS 327 TABLE 282 HEWLETT PACKARD ENTERPRISE COMPANY (HPE): DEALS 329 TABLE 283 GOOGLE: COMPANY OVERVIEW 332 TABLE 284 GOOGLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 333 TABLE 285 GOOGLE: PRODUCT LAUNCHES AND ENHANCEMENTS 335 TABLE 286 GOOGLE: DEALS 336 TABLE 287 CISCO: COMPANY OVERVIEW 338 TABLE 288 CISCO: PRODUCTS/SOLUTIONS/SERVICES OFFERED 339 TABLE 289 CISCO: PRODUCT LAUNCHES AND ENHANCEMENTS 341 TABLE 290 CISCO: DEALS 342 TABLE 291 HUAWEI TECHNOLOGIES: COMPANY OVERVIEW 345 TABLE 292 HUAWEI TECHNOLOGIES: PRODUCTS/SOLUTIONS/SERVICES OFFERED 346 TABLE 293 HUAWEI TECHNOLOGIES: PRODUCT LAUNCHES AND ENHANCEMENTS 347 TABLE 294 HUAWEI TECHNOLOGIES: DEALS 349 TABLE 295 IBM: COMPANY OVERVIEW 351 TABLE 296 IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED 352 TABLE 297 IBM: PRODUCT LAUNCHES AND ENHANCEMENTS 354 TABLE 298 IBM: DEALS 356 TABLE 299 INTEL: COMPANY OVERVIEW 358 TABLE 300 INTEL: PRODUCTS/SOLUTIONS/SERVICES OFFERED 359 TABLE 301 INTEL: PRODUCT LAUNCHES AND ENHANCEMENTS 361 TABLE 302 INTEL: DEALS 362 TABLE 303 FACTOR ANALYSIS 392 FIGURE 1 EDGE COMPUTING MARKET SEGMENTATION AND REGIONAL SCOPE 33 FIGURE 2 STUDY YEARS CONSIDERED 35 FIGURE 3 LIMITATIONS 36 FIGURE 4 MARKET SCENARIO 37 FIGURE 5 GLOBAL EDGE COMPUTING MARKET, 2021–2031 38 FIGURE 6 MAJOR STRATEGIES ADOPTED BY KEY PLAYERS IN EDGE COMPUTING MARKET (2023–2026) 38 FIGURE 7 DISRUPTIONS INFLUENCING GROWTH OF EDGE COMPUTING MARKET 39 FIGURE 8 HIGH-GROWTH SEGMENTS IN EDGE COMPUTING MARKET, 2026–2031 40 FIGURE 9 ASIA PACIFIC TO REGISTER HIGHEST CAGR IN EDGE COMPUTING MARKET DURING FORECAST PERIOD 41 FIGURE 10 RISING ENTERPRISE AI DEPLOYMENTS, PRIVATE 5G EXPANSION, AND INDUSTRIAL AUTOMATION TO DRIVE EDGE COMPUTING MARKET GROWTH 42 FIGURE 11 EDGE INFRASTRUCTURE HARDWARE SEGMENT TO ACCOUNT FOR LARGEST MARKET SHARE 42 FIGURE 12 EDGE SERVERS & APPLIANCES TO ACCOUNT FOR LARGEST MARKET SHARE 43 FIGURE 13 VIDEO ANALYTICS & COMPUTER VISION TO HOLD LARGEST MARKET SHARE 43 FIGURE 14 NORTH AMERICA TO EMERGE AS MOST SIGNIFICANT MARKET IN NEXT FIVE YEARS 44 FIGURE 15 MARKET DYNAMICS 45 FIGURE 16 EDGE COMPUTING MARKET: PORTER’S FIVE FORCES ANALYSIS 55 FIGURE 17 EDGE COMPUTING MARKET: VALUE CHAIN ANALYSIS 60 FIGURE 18 EDGE COMPUTING MARKET: ECOSYSTEM ANALYSIS 63 FIGURE 19 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS 65 FIGURE 20 PATENTS APPLIED AND GRANTED, 2015–2025 80 FIGURE 21 FUTURE APPLICATIONS OF EDGE COMPUTING 81 FIGURE 22 SUCCESS STORIES AND REAL-WORLD APPLICATIONS 87 FIGURE 23 EDGE COMPUTING MARKET DECISION-MAKING FACTORS 95 FIGURE 24 KEY BUYING CRITERIA FOR TOP THREE ENTERTAINMENT TYPES 97 FIGURE 25 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 98 FIGURE 26 ADOPTION BARRIERS AND INTERNAL CHALLENGES 99 FIGURE 27 EDGE INFRASTRUCTURE HARDWARE TO DOMINATE MARKET DURING FORECAST PERIOD 105 FIGURE 28 VIDEO ANALYTICS & COMPUTER VISION TO DOMINATE MARKET DURING FORECAST PERIOD 135 FIGURE 29 REGIONAL/CLOUD EDGE TO DOMINATE MARKET DURING FORECAST PERIOD 147 FIGURE 30 LARGE ENTERPRISES TO DOMINATE MARKET DURING FORECAST PERIOD 153 FIGURE 31 RETAIL & E-COMMERCE TO DOMINATE MARKET DURING FORECAST PERIOD 158 FIGURE 32 NORTH AMERICA TO ACCOUNT FOR LARGEST SHARE DURING FORECAST PERIOD 189 FIGURE 33 NORTH AMERICA: EDGE COMPUTING MARKET SNAPSHOT 191 FIGURE 34 ASIA PACIFIC: EDGE COMPUTING MARKET SNAPSHOT 211 FIGURE 35 EDGE COMPUTING MARKET: REVENUE ANALYSIS OF KEY VENDORS, 2021–2025 (USD MILLION) 247 FIGURE 36 EDGE COMPUTING MARKET: MARKET SHARE ANALYSIS, 2025 249 FIGURE 37 EDGE COMPUTING MARKET: COMPARATIVE ANALYSIS OF LEADING EDGE INFRASTRUCTURE AND PLATFORM PROVIDERS 251 FIGURE 38 COMPANY EVALUATION MATRIX FOR KEY PLAYERS: CRITERIA WEIGHTAGE 253 FIGURE 39 EDGE COMPUTING MARKET: COMPANY EVALUATION MATRIX (KEY PLAYERS), 2025 255 FIGURE 40 EDGE COMPUTING MARKET: COMPANY FOOTPRINT, 2025 256 FIGURE 41 EDGE COMPUTING MARKET: COMPANY EVALUATION MATRIX (STARTUPS/SMES), 2025 261 FIGURE 42 COMPANY VALUATION OF KEY VENDORS, 2026 (USD BILLION) 263 FIGURE 43 EV/EBITDA ANALYSIS OF KEY VENDORS, 2026 263 FIGURE 44 YEAR-TO-DATE (YTD) PRICE, TOTAL RETURN, AND 5-YEAR STOCK BETA OF KEY VENDORS, 2026 264 FIGURE 45 AMAZON WEB SERVICES (AWS): COMPANY SNAPSHOT 294 FIGURE 46 DELL TECHNOLOGIES: COMPANY SNAPSHOT 302 FIGURE 47 NVIDIA: COMPANY SNAPSHOT 310 FIGURE 48 MICROSOFT: COMPANY SNAPSHOT 318 FIGURE 49 HEWLETT PACKARD ENTERPRISE COMPANY (HPE): COMPANY SNAPSHOT 325 FIGURE 50 GOOGLE: COMPANY SNAPSHOT 333 FIGURE 51 CISCO: COMPANY SNAPSHOT 339 FIGURE 52 IBM: COMPANY SNAPSHOT 352 FIGURE 53 INTEL: COMPANY SNAPSHOT 359 FIGURE 54 EDGE COMPUTING MARKET: RESEARCH DESIGN 385 FIGURE 55 LIST OF KEY SECONDARY SOURCES 386 FIGURE 56 BREAKDOWN OF PRIMARY INTERVIEWS, BY COMPANY TYPE, DESIGNATION, AND REGION 387 FIGURE 57 KEY INDUSTRY INSIGHTS 387 FIGURE 58 EDGE COMPUTING MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 388 FIGURE 59 SUPPLY-SIDE ANALYSIS 389 FIGURE 60 APPROACH 2 (DEMAND SIDE): REVENUE GENERATED FROM EDGE INFRASTRUCTURE, SOFTWARE PLATFORMS, AND SERVICES 390 FIGURE 61 APPROACH 2 (DEMAND SIDE): EDGE COMPUTING MARKET 390 FIGURE 62 EDGE COMPUTING MARKET: DATA TRIANGULATION 391 FIGURE 63 RESEARCH ASSUMPTIONS 392

Single User Licence	$4,950 USD
Multi User Licence	$6,650 USD
Corporate User Licence	$8,150 USD
Global User Licence	$10,000 USD

Edge Computing Market by Offering (Hardware, Software, Services), Application (Video Analytics, Asset Monitoring, Automation, IoT Monitoring, Content Delivery), Deployment Mode, Organization Size, Vertical, and Region – Global Forecast to 2031

授權報價

報告摘要

同分類最新報告（資通訊與媒體）