边缘计算市场预计将从 2023 年的 496.2 亿美元增长到 2031 年的 2722.7 亿美元;预计从 2023 年到 2031 年的复合年增长率为23.7%。物联网 ( IoT ) 的普及和联网汽车基础设施的出现预计将成为市场的一个主要趋势。
边缘计算市场分析
边缘计算的兴起代表着我们处理和管理数据方式的重大转变。它提供实时计算、提高带宽效率和改善安全性的潜力对许多行业都有深远的影响。边缘计算的颠覆性影响在从医疗保健到智慧城市和工业等领域都显而易见。边缘计算已发展成为支持分布式计算和边缘 AI 的关键架构。换句话说,边缘计算将计算数据和存储保持在靠近用户的位置,无论是通过网络还是地理距离。数据处理通常可以在设备本身上完成。因此,预计在预测期内对边缘计算的需求将会增长。
边缘计算市场行业概览
边缘计算是一种新的计算范式,指的是位于用户处或附近的一组网络和设备。边缘处理将数据带到更接近生成数据的地方,从而实现更快、更大的处理速率和容量,从而实时获得更可操作的答案。与计算机容量集中在内部数据中心的传统模式相比,边缘计算具有某些独特的优势。将计算放在边缘使企业能够更好地管理和使用物理资产,同时还能创造新的交互式人性化体验。边缘计算的使用场景包括自动驾驶汽车、自动机器人和智能设备数据等。
定制此报告以满足您的需求
您可以免费定制任何报告,包括本报告的部分内容、国家级分析、Excel 数据包,以及为初创企业和大学提供优惠和折扣
- 获取此报告的关键市场趋势。这个免费样品将包括数据分析,从市场趋势到估计和预测。
边缘计算市场驱动因素和机遇
人工智能(AI)与机器学习(ML)的融合有利于市场增长
近年来,物联网(IoT)得到了广泛的认可。物联网通过为模型训练和推理提供足够的数据,大大加速了人工智能(AI)的发展。随着物联网的不断发展和广泛部署,云计算开始暴露出越来越多的问题。例如,如果全球终端设备创建的数据在集中式云中计算和存储,则会导致一系列问题,例如吞吐量低、延迟高、带宽瓶颈、数据隐私、集中式漏洞和额外成本。为了解决上述云计算的困难,一种称为边缘计算(EC)的新计算范式引起了广泛关注。EC模型的核心概念是将以前由云所需的数据处理、存储和计算过程移动到网络边缘,靠近终端设备。这减少了数据传输时间和设备响应时间,减轻了网络带宽压力,降低了数据传输成本,并实现了分散化。因此,预计AI和ML的整合将在预测期内推动边缘计算市场的增长。
边缘计算的采用日益广泛
边缘计算预计将对各行各业产生重大影响。虽然一些垂直行业已经看到了影响,但其他行业更有可能成为边缘计算的后期采用者。在过去几年中,各行各业的公司都转向边缘计算来增强运营技术 (OT) 和信息技术 (IT) 团队的能力,支持任务关键型应用程序和数据,并降低成本。边缘计算最近因其可扩展性、强大的分析管理和防止停机的能力而受到青睐。边缘OT是功能强大的计算设备,它将通过管理机器和设备来推动智能工厂的发展,专注于高级分析、维护和增强现实。在 IT 方面,随着这些应用程序变得越来越复杂和重要,仅依靠 OT 团队来管理它们是不够的。由于 IT 团队是数据治理、管理和安全方面的专家,他们保证所有这些变量都发生在边缘,并部署可扩展的技术以节省资金并降低业务风险。
边缘计算市场报告细分分析
有助于得出边缘计算市场分析的关键部分是组件、应用程序、企业规模和行业。
- 根据组件,市场分为硬件、软件和服务。由于联网设备数量的增加,基于物联网系统的采用日益增加,硬件部分在 2023 年占据了边缘计算市场的最大份额。
- 边缘计算市场按应用细分为智慧城市、工业物联网 (IIoT)、内容交付、增强现实和虚拟现实等。由于智能基础设施开发举措不断增多,预计在预测期内,智慧城市领域将以更快的速度增长。
- 根据企业规模,市场分为中小型企业和大型企业。
- 基于行业的边缘计算市场细分为制造业、能源和公用事业、政府、IT 和电信、医疗保健、零售和消费品等。
边缘计算市场份额按地区分析
根据地区,市场分为北美、欧洲、亚太、中东和非洲、南美和中美。
工业物联网 (IIoT)、工业 4.0 和 5G 网络服务等技术进步以及联网设备生态系统的扩展导致大量数据的产生,因此需要使用强大的计算基础设施。这反过来又有望在预测期内推动亚太地区边缘计算市场的增长。
边缘计算市场区域洞察
Insight Partners 的分析师已详细解释了预测期内影响边缘计算市场的区域趋势和因素。本节还讨论了北美、欧洲、亚太地区、中东和非洲以及南美和中美洲的边缘计算市场细分和地理位置。
- 获取边缘计算市场的区域特定数据
边缘计算市场报告范围
报告属性 | 细节 |
---|---|
2023 年的市场规模 | 496.2亿美元 |
2031 年市场规模 | 2722.7亿美元 |
全球复合年增长率(2023 - 2031) | 23.7% |
史料 | 2021-2022 |
预测期 | 2024-2031 |
涵盖的领域 | 按组件
|
覆盖地区和国家 | 北美
|
市场领导者和主要公司简介 |
|
市场参与者密度:了解其对商业动态的影响
边缘计算市场正在快速增长,这得益于终端用户需求的不断增长,而这些需求又源于消费者偏好的不断变化、技术进步以及对产品优势的认识不断提高等因素。随着需求的增加,企业正在扩大其产品范围,进行创新以满足消费者的需求,并利用新兴趋势,从而进一步推动市场增长。
市场参与者密度是指在特定市场或行业内运营的企业或公司的分布情况。它表明在给定市场空间中,相对于其规模或总市场价值,有多少竞争对手(市场参与者)存在。
在边缘计算市场运营的主要公司有:
- 凌华科技
- 亚马逊网络服务公司
- 戴尔科技
- EdgeConnex 公司
- 雾喇叭系统
免责声明:上面列出的公司没有按照任何特定顺序排列。
- 了解边缘计算市场顶级关键参与者概况
边缘计算市场新闻和最新发展
通过收集主要和次要研究后的定性和定量数据来评估边缘计算市场,其中包括重要的公司出版物、协会数据和数据库。以下列出了边缘计算市场的一些发展情况:
- 戴尔科技推出了 Dell NativeEdge,这是一款边缘运营软件平台,旨在帮助企业简化和优化安全边缘部署。借助该平台,客户可以简化从边缘到核心数据中心和多个云的数千个设备和位置的边缘运营。(来源:戴尔科技,新闻稿,2023 年 5 月)
边缘计算市场报告覆盖范围和交付成果
边缘计算市场预测是根据各种二手和一手研究结果估算的,例如主要公司出版物、协会数据和数据库。市场报告“边缘计算市场规模和预测(2021-2031 年)”对市场进行了详细分析,涵盖以下领域:
- 边缘计算市场规模以及范围涵盖的所有关键细分市场的全球、区域和国家层面的预测
- 边缘计算市场趋势以及市场动态,如驱动因素、限制因素和关键机遇
- 详细的 PEST/波特五力分析和 SWOT 分析
- 边缘计算市场分析涵盖主要市场趋势、全球和区域框架、主要参与者、法规和最新市场发展
- 行业格局和竞争分析,涵盖市场集中度、热图分析、知名参与者以及边缘计算市场的最新发展
- 详细的公司简介。
- Historical Analysis (2 Years), Base Year, Forecast (7 Years) with CAGR
- PEST and SWOT Analysis
- Market Size Value / Volume - Global, Regional, Country
- Industry and Competitive Landscape
- Excel Dataset
- Medical and Research Grade Collagen Market
- Semiconductor Metrology and Inspection Market
- Rugged Phones Market
- Europe Industrial Chillers Market
- Drain Cleaning Equipment Market
- Medical Second Opinion Market
- Online Recruitment Market
- Dairy Flavors Market
- Micro-Surgical Robot Market
- Electronic Shelf Label Market
Report Coverage
Revenue forecast, Company Analysis, Industry landscape, Growth factors, and Trends
Segment Covered
This text is related
to segments covered.
Regional Scope
North America, Europe, Asia Pacific, Middle East & Africa, South & Central America
Country Scope
This text is related
to country scope.
Frequently Asked Questions
Some of the customization options available based on the request are additional 3–5 company profiles and a country-specific analysis of 3–5 countries of your choice. Customizations are to be requested/discussed before making final order confirmation, as our team would review the same and check the feasibility.
The report can be delivered in PDF/PPT format; we can also share an Excel dataset based on the request.
ADLINK Technology, Amazon Web Services, Inc., EdgeConnex Inc., Dell Technologies, FogHorn Systems, The Hewlett Packard Enterprise Company, Litmus Corporation, International Business Machine Corporation, Microsoft Corporation, and Vapor IO, Inc. are the major market players.
The proliferation of the Internet of Things (IoT) and the emergence of connected car infrastructure are the major trends in the market.
The global Edge Computing market was estimated to grow at a CAGR of 23.7% during 2023 - 2031.
Integration of Artificial Intelligence (AI) and Machine Learning (ML) and growing demand for low latency applications are the major factors that drive the global Edge Computing market.
Trends and growth analysis reports related to Technology, Media and Telecommunications : READ MORE..
The Insight Partners performs research in 4 major stages: Data Collection & Secondary Research, Primary Research, Data Analysis and Data Triangulation & Final Review.
- Data Collection and Secondary Research:
As a market research and consulting firm operating from a decade, we have published and advised several client across the globe. First step for any study will start with an assessment of currently available data and insights from existing reports. Further, historical and current market information is collected from Investor Presentations, Annual Reports, SEC Filings, etc., and other information related to company’s performance and market positioning are gathered from Paid Databases (Factiva, Hoovers, and Reuters) and various other publications available in public domain.
Several associations trade associates, technical forums, institutes, societies and organization are accessed to gain technical as well as market related insights through their publications such as research papers, blogs and press releases related to the studies are referred to get cues about the market. Further, white papers, journals, magazines, and other news articles published in last 3 years are scrutinized and analyzed to understand the current market trends.
- Primary Research:
The primarily interview analysis comprise of data obtained from industry participants interview and answers to survey questions gathered by in-house primary team.
For primary research, interviews are conducted with industry experts/CEOs/Marketing Managers/VPs/Subject Matter Experts from both demand and supply side to get a 360-degree view of the market. The primary team conducts several interviews based on the complexity of the markets to understand the various market trends and dynamics which makes research more credible and precise.
A typical research interview fulfils the following functions:
- Provides first-hand information on the market size, market trends, growth trends, competitive landscape, and outlook
- Validates and strengthens in-house secondary research findings
- Develops the analysis team’s expertise and market understanding
Primary research involves email interactions and telephone interviews for each market, category, segment, and sub-segment across geographies. The participants who typically take part in such a process include, but are not limited to:
- Industry participants: VPs, business development managers, market intelligence managers and national sales managers
- Outside experts: Valuation experts, research analysts and key opinion leaders specializing in the electronics and semiconductor industry.
Below is the breakup of our primary respondents by company, designation, and region:
Once we receive the confirmation from primary research sources or primary respondents, we finalize the base year market estimation and forecast the data as per the macroeconomic and microeconomic factors assessed during data collection.
- Data Analysis:
Once data is validated through both secondary as well as primary respondents, we finalize the market estimations by hypothesis formulation and factor analysis at regional and country level.
- Macro-Economic Factor Analysis:
We analyse macroeconomic indicators such the gross domestic product (GDP), increase in the demand for goods and services across industries, technological advancement, regional economic growth, governmental policies, the influence of COVID-19, PEST analysis, and other aspects. This analysis aids in setting benchmarks for various nations/regions and approximating market splits. Additionally, the general trend of the aforementioned components aid in determining the market's development possibilities.
- Country Level Data:
Various factors that are especially aligned to the country are taken into account to determine the market size for a certain area and country, including the presence of vendors, such as headquarters and offices, the country's GDP, demand patterns, and industry growth. To comprehend the market dynamics for the nation, a number of growth variables, inhibitors, application areas, and current market trends are researched. The aforementioned elements aid in determining the country's overall market's growth potential.
- Company Profile:
The “Table of Contents” is formulated by listing and analyzing more than 25 - 30 companies operating in the market ecosystem across geographies. However, we profile only 10 companies as a standard practice in our syndicate reports. These 10 companies comprise leading, emerging, and regional players. Nonetheless, our analysis is not restricted to the 10 listed companies, we also analyze other companies present in the market to develop a holistic view and understand the prevailing trends. The “Company Profiles” section in the report covers key facts, business description, products & services, financial information, SWOT analysis, and key developments. The financial information presented is extracted from the annual reports and official documents of the publicly listed companies. Upon collecting the information for the sections of respective companies, we verify them via various primary sources and then compile the data in respective company profiles. The company level information helps us in deriving the base number as well as in forecasting the market size.
- Developing Base Number:
Aggregation of sales statistics (2020-2022) and macro-economic factor, and other secondary and primary research insights are utilized to arrive at base number and related market shares for 2022. The data gaps are identified in this step and relevant market data is analyzed, collected from paid primary interviews or databases. On finalizing the base year market size, forecasts are developed on the basis of macro-economic, industry and market growth factors and company level analysis.
- Data Triangulation and Final Review:
The market findings and base year market size calculations are validated from supply as well as demand side. Demand side validations are based on macro-economic factor analysis and benchmarks for respective regions and countries. In case of supply side validations, revenues of major companies are estimated (in case not available) based on industry benchmark, approximate number of employees, product portfolio, and primary interviews revenues are gathered. Further revenue from target product/service segment is assessed to avoid overshooting of market statistics. In case of heavy deviations between supply and demand side values, all thes steps are repeated to achieve synchronization.
We follow an iterative model, wherein we share our research findings with Subject Matter Experts (SME’s) and Key Opinion Leaders (KOLs) until consensus view of the market is not formulated – this model negates any drastic deviation in the opinions of experts. Only validated and universally acceptable research findings are quoted in our reports.
We have important check points that we use to validate our research findings – which we call – data triangulation, where we validate the information, we generate from secondary sources with primary interviews and then we re-validate with our internal data bases and Subject matter experts. This comprehensive model enables us to deliver high quality, reliable data in shortest possible time.