AI edge processing today is focused on moving the inference part of the AI workflow to the device, keeping data constrained to the device. There are several different reasons why AI processing is moving to the edge device, depending on the application. Privacy, security, cost, latency, and bandwidth all need to be considered when evaluating cloud versus edge processing. The impact of model compression techniques like Google’s Learn2Compress that enables squeezing large AI models into small hardware form factors is also contributing to the rise of AI edge processing. Federated learning and blockchain-based decentralized AI architectures are also part of the shift of AI processing to the edge with part of the training also likely to move to the edge. Depending on the AI application and device category, there are several hardware options for performing AI edge processing. These options include CPUs, GPUs, ASICs, FPGAs, and SoC accelerators.
Highlights
The global Edge AI Processor market was valued at US$ million in 2022 and is anticipated to reach US$ million by 2029, witnessing a CAGR of % during the forecast period 2023-2029. The influence of COVID-19 and the Russia-Ukraine War were considered while estimating market sizes.
North American market for Edge AI Processor is estimated to increase from $ million in 2023 to reach $ million by 2029, at a CAGR of % during the forecast period of 2023 through 2029.
Asia-Pacific market for Edge AI Processor is estimated to increase from $ million in 2023 to reach $ million by 2029, at a CAGR of % during the forecast period of 2023 through 2029.
The global market for Edge AI Processor in Smart Âé¶¹Ô´´ & City is estimated to increase from $ million in 2023 to $ million by 2029, at a CAGR of % during the forecast period of 2023 through 2029.
The key global companies of Edge AI Processor include Amazon, Intel, Alibaba Cloud Computing Co. Ltd., Google, Inspur, Horizon Robotics, Microsoft, Huawei and CEVA, etc. In 2022, the world's top three vendors accounted for approximately % of the revenue.
Report Scope
This report aims to provide a comprehensive presentation of the global market for Edge AI Processor, with both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding Edge AI Processor.
The Edge AI Processor market size, estimations, and forecasts are provided in terms of and revenue ($ millions), considering 2022 as the base year, with history and forecast data for the period from 2018 to 2029. This report segments the global Edge AI Processor market comprehensively. Regional market sizes, concerning products by type, by application, and by players, are also provided.
For a more in-depth understanding of the market, the report provides profiles of the competitive landscape, key competitors, and their respective market ranks. The report also discusses technological trends and new product developments.
The report will help the Edge AI Processor companies, new entrants, and industry chain related companies in this market with information on the revenues for the overall market and the sub-segments across the different segments, by company, by type, by application, and by regions.
By Company
Amazon
Intel
Alibaba Cloud Computing Co. Ltd.
Google
Inspur
Horizon Robotics
Microsoft
Huawei
CEVA
MediaTek
Spreadtrum Communications
Segment by Type
Machine Learning
Natural Language Processing
Segment by Application
Smart Âé¶¹Ô´´ & City
Smart Driving
Industrial Automation
Video Surveillance
Drones
Other
By Region
North America
United States
Canada
Europe
Germany
France
UK
Italy
Russia
Nordic Countries
Rest of Europe
Asia-Pacific
China
Japan
South Korea
Southeast Asia
India
Australia
Rest of Asia
Latin America
Mexico
Brazil
Rest of Latin America
Middle East & Africa
Turkey
Saudi Arabia
UAE
Rest of MEA
Core Chapters
Chapter 1: Introduces the report scope of the report, executive summary of different market segments (by type, application, etc), including the market size of each market segment, future development potential, and so on. It offers a high-level view of the current state of the market and its likely evolution in the short to mid-term, and long term.
Chapter 2: Introduces executive summary of global market size, regional market size, this section also introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by companies in the industry, and the analysis of relevant policies in the industry.
Chapter 3: Detailed analysis of Edge AI Processor companies’ competitive landscape, revenue market share, latest development plan, merger, and acquisition information, etc.
Chapter 4: Provides the analysis of various market segments by type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
Chapter 5: Provides the analysis of various market segments by application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
Chapter 6, 7, 8, 9, 10: North America, Europe, Asia Pacific, Latin America, Middle East and Africa segment by country. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space, and capacity of each country in the world.
Chapter 11: Provides profiles of key players, introducing the basic situation of the key companies in the market in detail, including product revenue, gross margin, product introduction, recent development, etc.
Chapter 12: The main points and conclusions of the report.
Please Note - This is an on demand report and will be delivered in 2 business days (48 hours) post payment.
1 Report Overview
1.1 Study Scope
1.2 Âé¶¹Ô´´ Analysis by Type
1.2.1 Global Edge AI Processor Âé¶¹Ô´´ Size Growth Rate by Type: 2018 VS 2022 VS 2029
1.2.2 Machine Learning
1.2.3 Natural Language Processing
1.3 Âé¶¹Ô´´ by Application
1.3.1 Global Edge AI Processor Âé¶¹Ô´´ Growth by Application: 2018 VS 2022 VS 2029
1.3.2 Smart Âé¶¹Ô´´ & City
1.3.3 Smart Driving
1.3.4 Industrial Automation
1.3.5 Video Surveillance
1.3.6 Drones
1.3.7 Other
1.4 Study Objectives
1.5 Years Considered
1.6 Years Considered
2 Global Growth Trends
2.1 Global Edge AI Processor Âé¶¹Ô´´ Perspective (2018-2029)
2.2 Edge AI Processor Growth Trends by Region
2.2.1 Global Edge AI Processor Âé¶¹Ô´´ Size by Region: 2018 VS 2022 VS 2029
2.2.2 Edge AI Processor Historic Âé¶¹Ô´´ Size by Region (2018-2023)
2.2.3 Edge AI Processor Forecasted Âé¶¹Ô´´ Size by Region (2024-2029)
2.3 Edge AI Processor Âé¶¹Ô´´ Dynamics
2.3.1 Edge AI Processor Industry Trends
2.3.2 Edge AI Processor Âé¶¹Ô´´ Drivers
2.3.3 Edge AI Processor Âé¶¹Ô´´ Challenges
2.3.4 Edge AI Processor Âé¶¹Ô´´ Restraints
3 Competition Landscape by Key Players
3.1 Global Top Edge AI Processor Players by Revenue
3.1.1 Global Top Edge AI Processor Players by Revenue (2018-2023)
3.1.2 Global Edge AI Processor Revenue Âé¶¹Ô´´ Share by Players (2018-2023)
3.2 Global Edge AI Processor Âé¶¹Ô´´ Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Players Covered: Ranking by Edge AI Processor Revenue
3.4 Global Edge AI Processor Âé¶¹Ô´´ Concentration Ratio
3.4.1 Global Edge AI Processor Âé¶¹Ô´´ Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Edge AI Processor Revenue in 2022
3.5 Edge AI Processor Key Players Head office and Area Served
3.6 Key Players Edge AI Processor Product Solution and Service
3.7 Date of Enter into Edge AI Processor Âé¶¹Ô´´
3.8 Mergers & Acquisitions, Expansion Plans
4 Edge AI Processor Breakdown Data by Type
4.1 Global Edge AI Processor Historic Âé¶¹Ô´´ Size by Type (2018-2023)
4.2 Global Edge AI Processor Forecasted Âé¶¹Ô´´ Size by Type (2024-2029)
5 Edge AI Processor Breakdown Data by Application
5.1 Global Edge AI Processor Historic Âé¶¹Ô´´ Size by Application (2018-2023)
5.2 Global Edge AI Processor Forecasted Âé¶¹Ô´´ Size by Application (2024-2029)
6 North America
6.1 North America Edge AI Processor Âé¶¹Ô´´ Size (2018-2029)
6.2 North America Edge AI Processor Âé¶¹Ô´´ Growth Rate by Country: 2018 VS 2022 VS 2029
6.3 North America Edge AI Processor Âé¶¹Ô´´ Size by Country (2018-2023)
6.4 North America Edge AI Processor Âé¶¹Ô´´ Size by Country (2024-2029)
6.5 United States
6.6 Canada
7 Europe
7.1 Europe Edge AI Processor Âé¶¹Ô´´ Size (2018-2029)
7.2 Europe Edge AI Processor Âé¶¹Ô´´ Growth Rate by Country: 2018 VS 2022 VS 2029
7.3 Europe Edge AI Processor Âé¶¹Ô´´ Size by Country (2018-2023)
7.4 Europe Edge AI Processor Âé¶¹Ô´´ Size by Country (2024-2029)
7.5 Germany
7.6 France
7.7 U.K.
7.8 Italy
7.9 Russia
7.10 Nordic Countries
8 Asia-Pacific
8.1 Asia-Pacific Edge AI Processor Âé¶¹Ô´´ Size (2018-2029)
8.2 Asia-Pacific Edge AI Processor Âé¶¹Ô´´ Growth Rate by Region: 2018 VS 2022 VS 2029
8.3 Asia-Pacific Edge AI Processor Âé¶¹Ô´´ Size by Region (2018-2023)
8.4 Asia-Pacific Edge AI Processor Âé¶¹Ô´´ Size by Region (2024-2029)
8.5 China
8.6 Japan
8.7 South Korea
8.8 Southeast Asia
8.9 India
8.10 Australia
9 Latin America
9.1 Latin America Edge AI Processor Âé¶¹Ô´´ Size (2018-2029)
9.2 Latin America Edge AI Processor Âé¶¹Ô´´ Growth Rate by Country: 2018 VS 2022 VS 2029
9.3 Latin America Edge AI Processor Âé¶¹Ô´´ Size by Country (2018-2023)
9.4 Latin America Edge AI Processor Âé¶¹Ô´´ Size by Country (2024-2029)
9.5 Mexico
9.6 Brazil
10 Middle East & Africa
10.1 Middle East & Africa Edge AI Processor Âé¶¹Ô´´ Size (2018-2029)
10.2 Middle East & Africa Edge AI Processor Âé¶¹Ô´´ Growth Rate by Country: 2018 VS 2022 VS 2029
10.3 Middle East & Africa Edge AI Processor Âé¶¹Ô´´ Size by Country (2018-2023)
10.4 Middle East & Africa Edge AI Processor Âé¶¹Ô´´ Size by Country (2024-2029)
10.5 Turkey
10.6 Saudi Arabia
10.7 UAE
11 Key Players Profiles
11.1 Amazon
11.1.1 Amazon Company Detail
11.1.2 Amazon Business Overview
11.1.3 Amazon Edge AI Processor Introduction
11.1.4 Amazon Revenue in Edge AI Processor Business (2018-2023)
11.1.5 Amazon Recent Development
11.2 Intel
11.2.1 Intel Company Detail
11.2.2 Intel Business Overview
11.2.3 Intel Edge AI Processor Introduction
11.2.4 Intel Revenue in Edge AI Processor Business (2018-2023)
11.2.5 Intel Recent Development
11.3 Alibaba Cloud Computing Co. Ltd.
11.3.1 Alibaba Cloud Computing Co. Ltd. Company Detail
11.3.2 Alibaba Cloud Computing Co. Ltd. Business Overview
11.3.3 Alibaba Cloud Computing Co. Ltd. Edge AI Processor Introduction
11.3.4 Alibaba Cloud Computing Co. Ltd. Revenue in Edge AI Processor Business (2018-2023)
11.3.5 Alibaba Cloud Computing Co. Ltd. Recent Development
11.4 Google
11.4.1 Google Company Detail
11.4.2 Google Business Overview
11.4.3 Google Edge AI Processor Introduction
11.4.4 Google Revenue in Edge AI Processor Business (2018-2023)
11.4.5 Google Recent Development
11.5 Inspur
11.5.1 Inspur Company Detail
11.5.2 Inspur Business Overview
11.5.3 Inspur Edge AI Processor Introduction
11.5.4 Inspur Revenue in Edge AI Processor Business (2018-2023)
11.5.5 Inspur Recent Development
11.6 Horizon Robotics
11.6.1 Horizon Robotics Company Detail
11.6.2 Horizon Robotics Business Overview
11.6.3 Horizon Robotics Edge AI Processor Introduction
11.6.4 Horizon Robotics Revenue in Edge AI Processor Business (2018-2023)
11.6.5 Horizon Robotics Recent Development
11.7 Microsoft
11.7.1 Microsoft Company Detail
11.7.2 Microsoft Business Overview
11.7.3 Microsoft Edge AI Processor Introduction
11.7.4 Microsoft Revenue in Edge AI Processor Business (2018-2023)
11.7.5 Microsoft Recent Development
11.8 Huawei
11.8.1 Huawei Company Detail
11.8.2 Huawei Business Overview
11.8.3 Huawei Edge AI Processor Introduction
11.8.4 Huawei Revenue in Edge AI Processor Business (2018-2023)
11.8.5 Huawei Recent Development
11.9 CEVA
11.9.1 CEVA Company Detail
11.9.2 CEVA Business Overview
11.9.3 CEVA Edge AI Processor Introduction
11.9.4 CEVA Revenue in Edge AI Processor Business (2018-2023)
11.9.5 CEVA Recent Development
11.10 MediaTek
11.10.1 MediaTek Company Detail
11.10.2 MediaTek Business Overview
11.10.3 MediaTek Edge AI Processor Introduction
11.10.4 MediaTek Revenue in Edge AI Processor Business (2018-2023)
11.10.5 MediaTek Recent Development
11.11 Spreadtrum Communications
11.11.1 Spreadtrum Communications Company Detail
11.11.2 Spreadtrum Communications Business Overview
11.11.3 Spreadtrum Communications Edge AI Processor Introduction
11.11.4 Spreadtrum Communications Revenue in Edge AI Processor Business (2018-2023)
11.11.5 Spreadtrum Communications Recent Development
12 Analyst's Viewpoints/Conclusions
13 Appendix
13.1 Research Methodology
13.1.1 Methodology/Research Approach
13.1.2 Data Source
13.2 Disclaimer
13.3 Author Details
Amazon
Intel
Alibaba Cloud Computing Co. Ltd.
Google
Inspur
Horizon Robotics
Microsoft
Huawei
CEVA
MediaTek
Spreadtrum Communications
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*If Applicable.