Edge Computing Market

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 - Global Forecast to 2029

Report Code: TC 5693 Apr, 2024, by marketsandmarkets.com

[359 Pages Report] The Edge computing market size is expected to grow from USD 60.0 billion in 2024 to USD 110.6 billion by 2029 at a Compound Annual Growth Rate (CAGR) of 13.0% during the forecast period. The impact of the recession on the market is covered throughout the report. Businesses across industries require real-time insights to drive operational efficiency, improve customer experiences, and enable predictive maintenance. Edge computing facilitates data processing closer to the source, enabling faster decision-making and response times.

Edge Computing Market

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Edge Computing Market Opportunities

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Recession Impact on the Global Edge Computing Market

A recession can significantly impact the Edge computing market across organizations, industry verticals, and regions. Businesses may delay investments in advanced technologies as they prioritize cost-cutting over innovation. Startups in the field may struggle to secure funding as investors become more risk-averse. The impact of a recession on the digital media Edge computing market could be mitigated to some extent by the growth of online advertising. However, the industry/market might encounter hurdles due to reduced consumer spending and intensified competition for advertising revenue. Declining consumer expenditure during economic downturns could dampen the demand for entertainment offerings such as recreational tickets and cable TV subscriptions, reducing the earnings of video solutions and service firms engaged in their production and distribution.

The impact of recession is likely to fuel volatility in the global economy and capital markets in the upcoming three years (2024 through 2027), many economists believe. The experts also foresee an increase in localization, strengthening of geoeconomic blocs, and a widening divergence between the Global North and South over the upcoming three-year timeframe. According to the Chief Economists Outlook survey, World Economic Forum, January 2024, 69% of economists expect Geoeconomic fragmentation to accelerate in 2024. According to chief economists, in the upcoming three years (2024 through 2027), the following geopolitical developments are predicted to sharply increase statistics such as 87% volatility in the global economy, 86% localization of economic activity, 80% stock market volatility, 80% geoeconomic blocs of economic activity, 57% inequality and North-South divergence, 36% disruption in global supply chains, 13% globalization of economic activity. 50% of economists have predicted generative AI to be commercially disruptive through 2024.

Edge computing market Dynamics

Driver: Integration of AI/ML, a critical factor that leverage(s) global Edge computing market significantly

Integrating artificial intelligence (AI) and machine learning (ML) algorithms into edge computing devices enables real-time data analytics and decision-making at the network edge. Edge-based AI/ML applications, such as predictive maintenance, anomaly detection, and personalized content delivery, leverage local processing capabilities to analyze data in near real-time, enabling organizations to derive actionable insights and improve operational efficiency. AI/ML integration drives the edge computing market by allowing real-time data analysis and decision-making at the edge. By deploying AI and ML algorithms closer to where data is generated, organizations can extract valuable insights faster, optimize operations, and enhance user experiences. This integration also reduces the need for extensive data transmission to centralized cloud servers, minimizing latency and bandwidth requirements while improving edge computing solutions' overall efficiency and responsiveness.

Restraints: Complex nature of the edge computing infrastructure

Implementing edge computing solutions often requires significant investment in infrastructure, including edge devices, networking equipment, and management systems. This complexity can pose a barrier to adoption for organizations lacking the expertise or resources to deploy and maintain edge computing environments effectively. The complexity of infrastructure deploying edge computing solutions is a limiting factor for the global market. Organizations often face challenges setting up and managing the required edge devices, networking components, and management systems. This complexity can deter adoption, particularly for businesses lacking the expertise or resources to effectively navigate the intricacies of deploying and maintaining edge computing environments.

Opportunities: Tailored edge computing solutions address unique challenges and requirements that increase adoption and innovation across sectors

Customizing edge computing solutions to meet various industries' specific requirements presents a significant opportunity for market growth. Industries such as manufacturing, healthcare, transportation & logistics have distinct challenges and demands that can be effectively addressed through tailored edge computing solutions. For instance, in manufacturing, edge computing can optimize production processes and enable predictive maintenance, while in healthcare, it can support remote patient monitoring and real-time data analysis. Similarly, edge computing can enhance customer experiences in retail through personalized services and efficient inventory management. By catering to these industry needs, edge computing providers can unlock new avenues for adoption and innovation, driving the market forward.

Challenges: Challenges in compatibility or interoperability

The heterogeneous nature of edge computing ecosystems, with various devices, protocols, and standards, can lead to interoperability challenges. Integrating disparate edge devices and systems from different vendors may require extensive customization and integration efforts, potentially limiting the scalability and flexibility of edge computing deployments. This can hinder seamless data exchange and collaboration across edge nodes, affecting the overall effectiveness of edge computing solutions. Interoperability issues present a significant challenge to the global edge computing market. As edge solutions involve diverse hardware, software, and networking components from different vendors, ensuring seamless interoperability between these elements becomes crucial. A lack of standardized protocols and interfaces across devices and platforms can lead to compatibility issues, hindering the integration and scalability of edge computing deployments. This challenge complicates adoption and may deter organizations from investing in edge computing solutions.

Edge computing Market Ecosystem

Top Companies in Edge Computing Market

Based on Components, Hardware will hold the largest market share in the Edge computing market during the forecast period.

In the hardware segment of the edge computing market, a diverse array of devices and equipment plays a crucial role in enabling distributed computing closer to data sources. This includes edge servers, routers, switches, gateways, sensors, and specialized edge computing chips. These hardware components are designed to efficiently process and analyze data at the edge, reducing latency and enhancing real-time decision-making capabilities. As edge computing continues to increase across industries, demand for optimized and scalable hardware solutions is rising, driving innovation and investment in this market segment.

Based on Application, the IoT & sensor data utilization segment will record the highest CAGR in the Edge computing market during the forecast period.

Utilizing IoT and sensor data in edge computing involves processing and analyzing data collected from connected devices and sensors at the network edge. Organizations can reduce latency, improve real-time decision-making, and optimize bandwidth usage by processing data closer to the source. This enables faster insights and actions, enhancing operational efficiency and productivity. Additionally, leveraging IoT and sensor data at the edge allows organizations to extract valuable insights, detect anomalies, and predict maintenance needs, leading to improved asset performance, reduced downtime, and lower maintenance costs. Overall, effectively utilizing IoT and sensor data in edge computing drives innovation, accelerates digital transformation, and delivers tangible business benefits.

North America is predicted to hold the largest Edge computing market share during the forecast period.

In North America, the edge computing market is witnessing significant growth driven by the increasing adoption of IoT devices, rising demand for low-latency processing in various industries, and advancements in 5G technology. Major players in the region are investing heavily in edge computing infrastructure to support emerging applications such as autonomous vehicles, smart cities, and industrial automation. Key technology hubs and a robust ecosystem of edge computing vendors contribute to the region's leadership in this market. North America is expected to continue leading the global edge computing market with further investments in edge infrastructure, partnerships, and innovative use cases across industries.

North American Edge Computing Market Size, and Share

Key market players

The Edge computing market is dominated by startups as well as established companies such as HPE (US), Dell Technologies (US), AWS (US), Cisco (US), and Microsoft (US), among others. These vendors have a large customer base, a strong geographic footprint, and organized distribution channels. They incorporate organic and inorganic growth strategies, including product launches, deals, and business expansions, boosting revenue generation.

The study includes an in-depth competitive analysis of these critical Edge computing market players with their company profiles, recent developments, and key market strategies.

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Scope of the Report

Report Metrics

Details

Market size available for years

2019-2029

Base year considered

2023

Forecast period

2024–2029

Forecast units

Value (USD Million/Billion)

Segments Covered

Component, Application, Organization Size, and Vertical

Regions covered

North America, Europe, Asia Pacific, Middle East & Africa, and Latin America

Companies covered

IBM (US), HPE (US), Microsoft (US), Dell Technologies (US), Google (US), AWS (US), Cisco (US), NVIDIA (US), Intel (US), Huawei (China), VMware (US), Nokia (Finland), Fastly (US), ADLINK Technology (Taiwan), Juniper Networks (US), Oracle (US), Semtech (US), Moxa (US), Belden (US), GE Digital (US), Digi International (US), Litmus Automation (US), StackPath (US), ClearBlade (US), Vapor IO (US), SixSq (Switzerland)

This research report categorizes the Edge computing market to forecast revenue and analyze trends in each of the following submarkets:

Based on Component:
  • Hardware
    • Edge Servers
    • Edge Gateways
    • Edge Sensors
    • Edge Devices
  • Software
    • Data management
    • Device management
    • Application management
    • Network management
  • Services
    • Professional services
    • Managed services
Based on Application:
  • Real-time data processing & analytics
  • Real-time cargo monitoring
  • Predictive maintenance & optimization
  • IoT & sensor data utilization
  • Personalized customer experiences
Based on Organization Size:
  • SMEs
  • Large Enterprises
Based on Verticals:
  • Manufacturing
  • Energy & Utilities
  • Government & Defense
  • Telecommunications
  • Media & Entertainment
  • Retail & Consumer Goods
  • Transportaion & Logistics
  • Healthcare & Life Sciences
  • Other Verticals
Based on Region:
  • North America
    • US
    • Canada
  • Europe
    • UK
    • Germany
    • France
    • Italy
    • Rest of Europe
  • Asia Pacific
    • China
    • Japan
    • Australia & New Zealand
    • Rest of Asia Pacific
  • Middle East & Africa
    • Gulf Cooperation Council (GCC)
      • UAE
      • Saudi Arabia
      • Rest of GCC
    • South Africa
    • Rest of the Middle East & Africa
  • Latin America
    • Brazil
    • Mexico
    • Rest of Latin America

Recent Developments

  • In February 2024, AWS entered this agreement to help NTT DOCOMO deploy its nationwide 5G open radio access network (RAN) in Japan. With this development, AWS will continue to enable its truly cloud-native, sustainable, and AI-driven 5G networks. AWS is curious about its journey with NTT DOCOMO to deliver 5G Core and Open RAN with new levels of resiliency, energy efficiency, and enhanced customer experiences. (AWS has been working with CSPs for quite some time to develop solutions in advanced networking, silicon innovation, and edge services for 5G technology).
  • In February 2024, Cisco collaborated with Intel. Cisco's innovation center, partners, and other vendors gained the opportunity to authenticate their 5G end devices and demonstration systems using Cisco's advanced Mobility Services Platform and Intel Mobile Edge Computing applications. Moreover, Cisco has collaborated with various radio access network (RAN) vendors to actualize innovative private 5G scenarios tailored for practical deployment in multiple industries.
  • In January 2024, HPE acquired Juniper Networks to create the pathway for advanced networking solutions that bring cloud-native capabilities, AI management, and control for hybrid cloud environments when combined with HPE Aruba Networking. It is noteworthy in a related development that Juniper Networks launched its new security services architecture for edge data centers in October 2023.
  • In September 2023, Microsoft Advertising launched a new video advertisement (ad) offering called Video and Connected TV (CTV) ads (advertising strategy). CTV feature expands ad-serving possibilities simultaneously while leveraging audience intelligence to target high-value customers and increase the conversion rate. CTV ads are served across Microsoft's sites and publisher partners and on connected TV in the US.
  • In May 2023, Dell launched the NativeEdge software platform that simplifies, secures, and automates edge infrastructure and application deployment. Dell NativeEdge offers extensive capabilities such as secure device onboarding, remote management, and multi-cloud application orchestration. It is uniquely designed to support various enterprise edge scenarios, facilitating seamless deployment without manual intervention. It also features an open system architecture compatible with multiple hardware within Dell's comprehensive portfolio. Equipped with built-in Zero Trust functionality, Dell NativeEdge enhances security measures by safeguarding customers' applications and infrastructure across their entire edge environment.

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TABLE OF CONTENTS
 
1 INTRODUCTION (Page No. - 46)
    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 RESEARCH METHODOLOGY (Page No. - 53)
    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 EXECUTIVE SUMMARY (Page No. - 68)
    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 PREMIUM INSIGHTS (Page No. - 73)
    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 MARKET OVERVIEW AND INDUSTRY TRENDS (Page No. - 78)
    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 6
                    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 EDGE COMPUTING MARKET, BY COMPONENT (Page No. - 112)
    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 EDGE COMPUTING MARKET, BY ORGANIZATION SIZE (Page No. - 136)
    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 EDGE COMPUTING MARKET, BY APPLICATION (Page No. - 141)
    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 EDGE COMPUTING MARKET, BY VERTICAL (Page No. - 154)
    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 EDGE COMPUTING MARKET, BY REGION (Page No. - 176)
     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 COMPETITIVE LANDSCAPE (Page No. - 234)
     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
 
12 COMPANY PROFILES (Page No. - 265)
(Business Overview, Products Offered, Recent Developments, MnM 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, MnM View, Right to win, Strategic choices made, Weaknesses and competitive threats might not be captured in case of unlisted companies.
 
13 ADJACENT AND RELATED MARKETS (Page No. - 335)
     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 APPENDIX (Page No. - 350)
     14.1 DISCUSSION GUIDE 
     14.2 KNOWLEDGESTORE: MARKETSANDMARKETS’  SUBSCRIPTION PORTAL 
     14.3 CUSTOMIZATION OPTIONS 
     14.4 RELATED REPORTS 
     14.5 AUTHOR DETAILS 

This research study involved extensive secondary sources, directories, and databases, such as Bloomberg BusinessWeek, EconoTimes, and Factiva, to identify and collect information useful for this technical, market-oriented, and commercial study of the Edge Computing market. The global Edge Computing market size is obtained by evaluating its penetration among the major vendors and their components in this market. A few startups and private companies were interviewed to gain better visibility and in-depth knowledge of the market across regions. In addition, a few government associations, public sources, conferences, webinars, journals, magazines, articles, and MarketsandMarkets internal repositories were referred to arrive at the actual market size.

The primary sources were mainly the industry experts from the core and related industries and preferred system developers, service providers, system integrators, resellers, partners, standards, and certification organizations from companies and organizations related to various segments of the Edge Computing industry's value chain. In-depth interviews were conducted with various primary respondents, including key industry participants, subject matter experts, C-level executives of key market players, and industry consultants, to obtain and verify critical qualitative and quantitative information and to assess the prospects.

Secondary Research

The market size of the company component Edge Computing and services was determined based on secondary data available through paid and unpaid sources. It was also arrived at by analyzing the product portfolios of major companies and rating the companies based on their performance and quality.

In the secondary research process, various sources were referred to to identify and collect information for this study. Secondary sources included annual reports, press releases, and investor presentations of companies; white papers, journals, and certified publications; and articles from recognized authors, directories, and databases. The data was also collected from other secondary sources, such as journals, government websites, blogs, and vendors' websites. Additionally, the spending of various countries on Edge Computing was extracted from the respective sources. Secondary research was mainly used to obtain the critical information related to the industry's value chain and supply chain to identify the key players based on solutions, services, market classification, and segmentation according to components of the major players, industry trends related to components, users, and regions, and the key developments from both market- and technology-oriented perspectives.

Primary Research

In the primary research process, various sources from the supply and demand sides were interviewed to obtain qualitative and quantitative information on the market. The primary sources from the supply side included various industry experts, including Chief Experience Officers (CXOs); Vice Presidents (VPs); directors from business development, marketing, and product development/innovation teams; related key executives from Edge Computing vendors, industry associations, and independent consultants; and key opinion leaders.

Primary interviews were conducted to gather insights, such as market statistics, the latest trends disrupting the market, new use cases implemented, data on revenue collected from products and services, market breakups, market size estimations, market forecasts, and data triangulation. Primary research also helped me understand various trends related to technology, components, end users, and regions. Demand-side stakeholders, such as Chief Information Officers (CIOs), Chief Technology Officers (CTOs), Chief Security Officers (CSOs), and digital initiatives project teams, were interviewed to understand the buyer's perspective on suppliers, products, service providers, and their current use, which would affect the overall Edge Computing market.

Edge Computing  Market Size, and Share

To know about the assumptions considered for the study, download the pdf brochure

Market Size Estimation

This section of the report highlights different methods to determine the Edge Computing market size. The research method involved the use of top-down and bottom-up approaches.

The top-down and bottom-up approaches were used to estimate and validate the size of the Edge Computing market and the size of various dependent subsegments. The research methodology used to estimate the market size included the following details:

  • The key players in the market were identified through secondary research, and their revenue contributions in respective regions were determined through primary and secondary research.
  • This entire procedure included studying top market players' annual and financial reports and extensive interviews for key insights from industry leaders, such as CEOs, VPs, directors, and marketing executives.
  • All percentage splits and breakups were determined using secondary sources and verified through primary sources.
  • All possible parameters affecting the market covered in this research study were accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data. This data was consolidated and added with detailed input and analysis from MarketsandMarkets.

Top-down approach

The top-down approach prepared an exhaustive list of all vendors' offerings in the Edge Computing market. The revenue contribution for all vendors in the market was estimated through annual reports, press releases, funding, investor presentations, paid databases, and primary interviews. Each vendor was evaluated based on its components. The aggregate of all companies' revenues was extrapolated to reach the overall market size. Each subsegment was further studied and analyzed for its global market size and regional penetration. The markets were triangulated through both primary and secondary research. The primary procedure included obtaining critical insights from industry leaders, such as CEOs, VPs, directors, and marketing executives. The market was derived from adopting Edge Computing solutions by different verticals. The market numbers were further triangulated with the existing MarketsandMarkets repository for validation.

Bottom-up approach

In the bottom-up approach, the adoption trend of Edge Computing in major countries for regions that contribute to most of the market share was identified. The adoption trend of Edge Computing, along with different use cases concerning their business segments, was identified and extrapolated for cross-validation. Weightage was given to the use cases identified in other areas for the calculation. An exhaustive list of all vendors' component solutions and services in the Edge Computing market was prepared. The revenue contribution of all vendors in the market was estimated through annual reports, press releases, funding, investor presentations, paid databases, and primary interviews. Vendors with Edge Computing components were considered to evaluate the market size. Each vendor was evaluated based on its components across user types. The aggregate of all companies' revenue was extrapolated to reach the overall market size. Each subsegment was studied and analyzed for its market size and regional penetration.

Based on these numbers, the regional split was determined by primary and secondary sources. The procedure included an analysis of the market's regional penetration. Based on secondary research, the regional spending on Information and Communications Technology (ICT), socioeconomic analysis of each country, strategic vendor analysis of foremost Edge Computing solutions and service providers, and organic and inorganic business development activities of regional and global players were estimated. With the data triangulation procedure and data validation through primaries, this study determined and confirmed the exact values of the overall market size and its segments' market size.

Edge computing market: Top-down and Bottom-Up approaches

Edge Computing Market Top Down and Bottom Up Approach

To know about the assumptions considered for the study, Request for Free Sample Report

Data Triangulation

The market was divided into several segments and subsegments using the previously described market size estimation procedures once the overall market size was determined. When required, market breakdown and data triangulation procedures were employed to complete the market engineering process and specify the exact figures for every market segment and subsegment. The data was triangulated by examining several variables and patterns from government entities' supply and demand sides.

Market Definition

Considering various sources and associations, MarketsandMarkets defines Edge Computing as "the practice of processing data near the source of generation, rather than relying on a centralized data processing warehouse or cloud server. This approach reduces latency and bandwidth usage by processing data closer to where it is generated, typically at the network's edge, such as on IoT devices, routers, or other connected devices. The market for edge computing encompasses hardware, software, and services aimed at enabling efficient and decentralized data processing, storage, and analysis at the network's edge. It caters to manufacturing, healthcare, transportation, telecommunications, and more industries, where real-time data processing and low-latency applications are essential".

Key Stakeholders

  • Training and consulting service providers
  • Information Technology (IT) infrastructure providers
  • Component providers
  • System Integrators (SI)
  • Support service providers
  • Cloud Service Providers (CSPs)
  • Government organizations and standardization bodies
  • Datacenter providers
  • Regional associations
  • Independent hardware and software vendors
  • Value-added resellers and distributors

Report Objectives

  • To define, describe, and forecast the Edge computing market basis component (hardware, software, services), application, organization size, vertical, and region
  • To offer comprehensive details regarding the primary variables impacting the market's growth (drivers, restraints, opportunities, and challenges)
  • To determine the high-growth market sectors to assess the opportunities for stakeholders in the market
  • To forecast the market size for five major regions—North America, Europe, Asia Pacific, the Middle East & Africa, and Latin America
  • To analyze the subsegments of the market concerning individual growth trends, prospects, and contributions to the overall market
  • To create a thorough analysis of the market's major players' profiles, market share, and fundamental skills
  • To track and analyze competitive developments in the global Edge computing market, such as product enhancements, product launches, acquisitions, partnerships, and collaborations.

Available Customizations

With the given market data, MarketsandMarkets offers customizations per the company's specific needs. The following customization options are available for the report:

Product Analysis

  • The product matrix provides a detailed comparison of each company's product portfolio.

Geographic Analysis

  • Further breakup of the Asia Pacific market into countries contributing 75% to the regional market size
  • Further breakup of the North American market into countries contributing 75% to the regional market size
  • Further breakup of the Latin American market into countries contributing 75% to the regional market size
  • Further breakup of the Middle Eastern & African market into countries contributing 75% to the regional market size
  • Further breakup of the European market into countries contributing 75% to the regional market size

Company Information

  • Detailed analysis and profiling of additional market players (up to 5)
Custom Market Research Services

We will customize the research for you, in case the report listed above does not meet with your exact requirements. Our custom research will comprehensively cover the business information you require to help you arrive at strategic and profitable business decisions.

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