엣지 애널리틱스 시장 규모, 점유율, 성장 분석 : 유형별, 컴포넌트별, 도입별, 용도별, 최종 용도별, 지역별 - 산업 예측(2024-2031년)

Global Edge Analytics Market size was valued at USD 6.9 billion in 2022 and is poised to grow from USD 9.3 billion in 2023 to USD 60.2 billion by 2031, growing at a CAGR of 26.3% during the forecast period (2024-2031).

The rapid proliferation of Internet of Things (IoT) devices, including sensors and connected technology, has led to a significant surge in edge-generated data. This trend is driving market growth, particularly through edge analytics, which processes data near its source for prompt insights and quick decision-making. Increased government investments in information and communication technology are further stimulating the edge analytics market, with initiatives aimed at developing smart cities to modernize infrastructure and enhance service delivery. The advent of 5G networks is also vital, providing high-speed connectivity that enables real-time data processing and low latency, facilitating rapid decision-making capabilities. Consequently, various industries are leveraging IoT and advanced edge analytics to optimize operations and foster business expansion through effective data-driven strategies.

Top-down and bottom-up approaches were used to estimate and validate the size of the Global Edge Analytics market and to estimate the size of various other dependent submarkets. The research methodology used to estimate the market size includes the following details: The key players in the market were identified through secondary research, and their market shares in the respective regions were determined through primary and secondary research. This entire procedure includes the study of the annual and financial reports of the top market players and extensive interviews for key insights from industry leaders such as CEOs, VPs, directors, and marketing executives. All percentage shares split, and breakdowns were determined using secondary sources and verified through Primary sources. All possible parameters that affect the markets covered in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data.

Global Edge Analytics Market Segmental Analysis

Global Edge Analytics Market is segmented by Type, Component, Deployment, Application, End Use and Region. Based on Type, the market is segmented into Descriptive, Diagnostic, Predictive, Prescriptive. Based on Component, the market is segmented into Software, Services. Based on Deployment, the market is segmented into On Premise, Cloud. Based on Application, the market is segmented into Marketing and Sales, Operations, Finance, Human Resource, Others. Based on End Use, the market is segmented into IT and Telecom, BFSI, Manufacturing, Healthcare, Retail, Transportation, Government, Energy and Power, Others. Based on Region, the market is segmented into North America, Europe, Asia Pacific, Latin America and Middle East & and Africa.

Driver of the Global Edge Analytics Market

A key driver of the Global Edge Analytics market is the significant reduction in latency, which greatly enhances decision-making capabilities. Unlike conventional analytics solutions that rely on collecting and sending large volumes of data to centralized cloud servers or data centers for processing-an often time-consuming process, particularly with extensive data sets or in areas with unreliable internet connectivity-edge analytics enables immediate processing of data at its source. This capability not only accelerates data analysis but also supports more agile, real-time decision-making, making it highly valuable in applications where timely insights are critical.

Restraints in the Global Edge Analytics Market

One of the key constraints in the Global Edge Analytics market is the rising concerns surrounding data security and privacy. Unlike cloud computing, which can manage data within centralized, highly secure data centers, edge analytics performs data processing across numerous devices that often lack robust physical security. This decentralized nature of processing presents significant vulnerabilities, as devices such as sensors, smartphones, and Internet of Things (IoT) devices are particularly susceptible to cyberattacks. Consequently, ensuring the security of sensitive data is a major challenge for organizations adopting edge analytics solutions, potentially hindering market growth and widespread acceptance.

Market Trends of the Global Edge Analytics Market

The Global Edge Analytics market is experiencing robust growth, driven by significant advancements in edge computing hardware and software. Innovative edge devices such as smart gateways, routers, and specialized edge servers are now capable of processing large volumes of data and executing complex analytical tasks, fostering real-time decision-making. The ability for these devices to function effectively in harsh industrial and outdoor environments expands their applicability across diverse sectors, from manufacturing to agriculture. As industries increasingly prioritize data-driven strategies, the demand for sophisticated edge analytics solutions is set to rise, further solidifying its position as a critical component of modern technological frameworks.

Table of Contents

Introduction

• Objectives of the Study
• Scope of the Report
• Definitions

Research Methodology

• Information Procurement
• Secondary & Primary Data Methods
• Market Size Estimation
• Market Assumptions & Limitations

Executive Summary

• Global Market Outlook
• Supply & Demand Trend Analysis
• Segmental Opportunity Analysis

Market Dynamics & Outlook

• Market Overview
• Market Size
• Market Dynamics
  • Driver & Opportunities
  • Restraints & Challenges
• Porters Analysis & Impact
  • Competitive rivalry
  • Threat of substitute
  • Bargaining power of buyers
  • Threat of new entrants
  • Bargaining power of suppliers

Key Market Insights

• Key Success Factors
• Degree of Competition
• Top Investment Pockets
• Market Ecosystem
• Market Attractiveness Index, 2023
• PESTEL Analysis
• Macro-Economic Indicators
• Value Chain Analysis
• Pricing Analysis
• Technological Advancement
• Regulatory Landscape
• Case Studies
• Patent Analysis
• Trade Analysis

Edge analytics Market Size by Type & CAGR (2024-2031)

• Market Overview
• Descriptive
• Diagnostic
• Predictive
• Prescriptive

Edge analytics Market Size by Component & CAGR (2024-2031)

• Market Overview
• Software
• Services

Edge analytics Market Size by Deployment & CAGR (2024-2031)

• Market Overview
• On Premise
• Cloud

Edge analytics Market Size by Application & CAGR (2024-2031)

• Market Overview
• Marketing and Sales
• Operations
• Finance
• Human Resource
• Others

Edge analytics Market Size by End Use & CAGR (2024-2031)

• Market Overview
• BFSI
• Retail
• Healthcare
• IT and Telecom
• Transportation
• Government
• Energy and Power
• Manufacturing
• Others

Edge analytics Market Size & CAGR (2024-2031)

• North America, (Type, Component, Deployment, Application, End Use)
  • US
  • Canada
• Europe, (Type, Component, Deployment, Application, End Use)
  • UK
  • Germany
  • Spain
  • France
  • Italy
  • Rest of Europe
• Asia-Pacific, (Type, Component, Deployment, Application, End Use
  • China
  • India
  • Japan
  • South Korea
  • Rest of Asia Pacific
• Latin America, (Type, Component, Deployment, Application, End Use)
  • Brazil
  • Rest of Latin America
• Middle East & Africa(Type, Component, Deployment, Application, End Use)
  • GCC Countries
  • South Africa
  • Rest of Middle East & Africa

Competitive Intelligence

• Top 5 Player Comparison
• Market Positioning of Key Players, 2023
• Strategies Adopted by Key Market Players
• Recent Developments in the Market
• Company Market Share Analysis, 2023
• Company Profiles of All Key Players
  • Company Details
  • Product Portfolio Analysis
  • Company's Segmental Share Analysis
  • Revenue Y-O-Y Comparison (2021-2023)

Key Company Profiles

• Amazon Web Services Inc. (United States - Part of Amazon.com)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Cisco Systems Inc. (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Microsoft (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Hewlett Packard Enterprise Development LP (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Databricks (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Dell Statistica (United States - Part of Dell Technologies)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Edge ConneX (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• IBM Corporation (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Intel Corporation (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Oracle Corporation (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• SAP HANA (Germany - Part of SAP SE)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Adobe Systems Incorporated (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Microstrategy Incorporated (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Salesforce.com Inc. (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• SAP SE (Germany)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• SAS Institute Inc. (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Tableau Software (United States - Acquired by Salesforce)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Tibco Software Inc. (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments

Conclusion & Recommendation