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市場調查報告書
商品編碼
1579826

全球邊緣人工智慧硬體市場

Edge AI Hardware
出版日期: | 出版商: Global Industry Analysts, Inc. | 英文 89 Pages | 商品交期: 最快1-2個工作天內

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簡介目錄

2030年全球邊緣AI硬體市場預計將達到60億台

全球邊緣人工智慧硬體市場預計到 2023 年將達到 19 億台，預計到 2030 年將達到 60 億台，2023-2030 年分析期間複合年成長率為 17.5%。 CPU 處理器是本報告分析的細分市場之一，預計複合年成長率為 15.8%，到分析期結束時將達到 21 億顆。在分析期間，GPU 處理器產業的複合年成長率預計為 16.9%。

美國市場預計將達到5.339億台，中國預計複合年成長率為16.7%

預計到 2023 年，美國邊緣 AI 硬體市場將達到 5.339 億台。中國作為全球第二大經濟體，預計2023年至2030年將維持16.7%的複合年成長率，到2030年市場規模將達到9.128億輛。其他值得注意的區域市場包括日本和加拿大，在分析期間預計複合年成長率分別為 15.2% 和 14.9%。在歐洲，德國的複合年成長率預計約為 12.9%。

全球邊緣人工智慧硬體市場—主要趨勢和促進因素總結

邊緣人工智慧硬體將如何改變即時應用程式的資料處理？

邊緣人工智慧硬體無需將資訊發送到集中式資料中心或雲，並允許直接在網路「邊緣」的設備上分析資料，從而徹底改變了即時資料處理。這種轉變對於延遲成為主要問題的應用尤其重要，例如自動駕駛汽車、智慧監控系統和工業自動化。例如，自動駕駛汽車依靠邊緣人工智慧硬體在幾毫秒內處理來自感測器和攝影機的資料。同樣，在智慧製造中，邊緣人工智慧硬體可以即時監控設備和生產線，透過在問題導致代價高昂的延誤之前預測和解決問題來減少停機時間。這種向邊緣處理的轉變解決了延遲挑戰，並確保關鍵操作的執行不會出現損害功能或安全性的延遲。此外，邊緣人工智慧硬體的進步提高了處理能力，允許更先進的人工智慧演算法在設備上本地運行，而無需嚴重依賴雲端基礎的資源。

邊緣人工智慧硬體還透過將資料處理保留在設備本地來增強隱私和安全性。這對於醫療保健、金融和政府等敏感資訊部門尤其有利。透過現場執行人工智慧運算，邊緣設備限制發送到外部伺服器的資料量，降低資料外洩的風險，並確保遵守嚴格的資料隱私法規，例如GDPR和HIPAA。邊緣人工智慧硬體的這一方面在醫療保健環境中特別有價值，診斷成像設備、患者監護系統和醫療穿戴式設備等設備可以現場分析患者資料，提供即時見解，同時提供機密資訊。邊緣人工智慧硬體不斷發展並影響隱私、安全和即時決策，使其成為優先考慮低延遲和資料保護的廣泛行業的關鍵推動者。

為什麼家電和物聯網設備對邊緣人工智慧硬體的需求不斷增加？

隨著智慧型設備和物聯網的普及，消費者要求電子設備具有即時、情境感知的功能，推動了對邊緣人工智慧硬體的需求。邊緣人工智慧硬體使智慧家電、個人助理和穿戴式科技等物聯網設備能夠在本地執行複雜的資料分析並做出決策。例如，在智慧家庭生態系統中，邊緣人工智慧硬體使設備能夠立即對使用者命令和互動做出反應，例如調整溫度設定、管理照明和提供安全警報。同樣，健身追蹤器和智慧型手錶等穿戴式裝置也受益於邊緣人工智慧，透過在本地運行人工智慧演算法來監控健康指標並提供見解，而無需依賴雲端。隨著物聯網市場的成長，家用電子電器對緊湊、高效、響應靈敏的邊緣人工智慧硬體的需求預計將增加，這與消費者對快速、可靠和資料驅動體驗的偏好相一致。

除了消費性電子產品之外，邊緣人工智慧硬體在使物聯網系統更加節能方面也發揮著重要作用。邊緣設備在本地處理資料，顯著減少了與雲端持續連接的需求，降低了頻寬要求並減少了消費量。這種節能方法在遠端和離網物聯網應用中特別有吸引力，例如農業感測器和環境監測系統，這些應用的連續功率可能受到限制。此外，隨著智慧城市擴大物聯網設備在交通監控、廢棄物管理和公共事業服務中的使用，邊緣人工智慧硬體將實現這些系統的自主運行，從而減輕集中式資料中心的負擔。隨著物聯網生態系統的發展和永續性變得更加重要，旨在最佳化能源使用的邊緣人工智慧硬體解決方案將在滿足消費者和環境需求方面發揮更重要的作用。

利用邊緣人工智慧硬體提高業務效率的主要產業有哪些？

製造、汽車、醫療保健和通訊等行業正在利用邊緣人工智慧硬體來提高業務效率並獲得競爭優勢。在製造領域，邊緣人工智慧硬體可實現即時品管、預測性維護和流程最佳化。透過將人工智慧功能直接融入機器和生產線，製造商可以偵測異常、預測設備故障並不間斷地提高生產速度。汽車製造商也大力利用邊緣人工智慧硬體來增強 ADAS（高級駕駛員輔助系統）和自動駕駛汽車的功能。汽車邊緣設備配備強大的人工智慧處理器，可立即處理來自感測器和攝影機的資料，以做出有關車道導航、障礙物偵測和速度調整的關鍵決策。隨著自動駕駛汽車的發展，邊緣人工智慧硬體對於即時處理大量感測器資料並確保車輛安全和效率至關重要。

在醫療保健領域，邊緣人工智慧硬體正在推動可攜式超音波診斷設備、智慧醫療穿戴設備和診斷成像系統等診斷和監測設備的創新。透過利用邊緣處理，這些設備為醫療保健提供者提供即時可行的見解，並保護患者資料隱私，而無需將資料傳送到外部伺服器。此外，在通訊領域，邊緣人工智慧硬體透過啟用虛擬實境 (VR)、擴增實境(AR) 和遠端機器人等低延遲應用來支援 5G 網路的推出。網路供應商正在將邊緣人工智慧硬體整合到各種網路節點中，以更接近源頭處理資料，減少延遲並改善用戶體驗。這些行業越來越依賴即時分析和設備上的人工智慧功能，使得邊緣人工智慧硬體對於提高效率和維持高標準的服務交付至關重要。

邊緣人工智慧硬體市場成長由多種因素推動

邊緣人工智慧硬體市場的成長受到多種因素的推動，包括技術進步、不同領域使用案例的擴展以及對即時資料處理的需求不斷增加。半導體技術的不斷改進帶來了更強大、更節能的處理器，從而在緊湊、低功耗的邊緣設備中實現了先進的人工智慧功能。物聯網和智慧型設備的興起正在推動對邊緣人工智慧硬體的需求，因為各行業尋求本地資料處理能力以減少延遲、頻寬使用和能源消費量。消費者對個人裝置上快速、可靠和私密資料處理的期望也推動了邊緣人工智慧硬體在消費性電子產品（從智慧家庭系統到穿戴式裝置）的採用。此外，工業領域正在採用邊緣人工智慧硬體進行預測維護、品管和即時監控，而汽車行業正在採用邊緣人工智慧硬體來提高自動駕駛和半自動車輛的安全性和性能。

在醫療保健領域，邊緣人工智慧硬體可以對醫療設備上的患者資料進行安全、即時的分析，解決監管合規性和隱私問題。此外，5G 網路的出現為通訊領域的邊緣 AI 硬體帶來了新的可能性，支援 VR、AR 和行動遊戲中的低延遲應用。此外，智慧城市計畫正在推廣使用邊緣人工智慧在城市基礎設施中進行即時資料處理，例如交通管理、監控和環境監測。隨著許多行業認知到在邊緣處理資料以實現更快、更有效率的營運價值，人工智慧處理技術的創新與各行業的即時應用範圍不斷擴大相結合，邊緣人工智慧硬體市場有望持續成長。

受訪企業舉例（共34家）

  • Adapteva, Inc.
  • Alphabet
  • Apple
  • Applied Brain Research
  • ARM
  • Cadence
  • Ceva
  • General Vision
  • Hailo
  • Horizon Robotics
  • Huawei
  • Imagination Technologies
  • Intel Corporation
  • Mediatek
  • Micron Technology
  • Microsoft Corporation
  • Mythic
  • NVIDIA Corporation
  • Qualcomm
  • Samsung Electronics
  • Securerf Corporation
  • Synopsys Inc
  • Tenstorrent
  • Thinci
  • Verisilicon
  • Videantis
  • Xilinx

目錄

第1章調查方法

第 2 章執行摘要

  • 市場概況
  • 主要企業
  • 市場趨勢和促進因素
  • 全球市場展望

第3章市場分析

  • 美國
  • 加拿大
  • 日本
  • 中國
  • 歐洲
  • 法國
  • 德國
  • 義大利
  • 英國
  • 其他歐洲國家
  • 亞太地區
  • 其他領域

第4章 比賽

簡介目錄
Product Code: MCP21679

Global Edge AI Hardware Market to Reach 6.0 Billion Units by 2030

The global market for Edge AI Hardware estimated at 1.9 Billion Units in the year 2023, is expected to reach 6.0 Billion Units by 2030, growing at a CAGR of 17.5% over the analysis period 2023-2030. CPU Processor, one of the segments analyzed in the report, is expected to record a 15.8% CAGR and reach 2.1 Billion Units by the end of the analysis period. Growth in the GPU Processor segment is estimated at 16.9% CAGR over the analysis period.

The U.S. Market is Estimated at 533.9 Million Units While China is Forecast to Grow at 16.7% CAGR

The Edge AI Hardware market in the U.S. is estimated at 533.9 Million Units in the year 2023. China, the world's second largest economy, is forecast to reach a projected market size of 912.8 Million Units by the year 2030 trailing a CAGR of 16.7% over the analysis period 2023-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 15.2% and 14.9% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 12.9% CAGR.

Global Edge AI Hardware Market – Key Trends & Drivers Summarized

How Is Edge AI Hardware Transforming Data Processing in Real-Time Applications?

Edge AI hardware has revolutionized real-time data processing by enabling data to be analyzed directly on devices at the "edge" of networks, bypassing the need to send information to centralized data centers or the cloud. This transformation is especially critical for applications where latency is a major concern, such as in autonomous vehicles, smart surveillance systems, and industrial automation. Autonomous vehicles, for instance, rely on edge AI hardware to process data from sensors and cameras in milliseconds, allowing the vehicle to make split-second decisions crucial for safety. Similarly, in smart manufacturing, edge AI hardware enables real-time monitoring of equipment and production lines, reducing downtime by predicting and addressing issues before they lead to costly delays. This shift towards edge processing addresses latency challenges, ensuring that critical operations are carried out without delays that could compromise functionality or safety. Furthermore, advancements in edge AI hardware have increased processing power, allowing more sophisticated AI algorithms to run locally on devices without relying heavily on cloud-based resources.

Edge AI hardware also enhances privacy and security by keeping data processing local to the device, which is especially beneficial for sectors handling sensitive information, such as healthcare, finance, and government. By performing AI computations on-site, edge devices limit the amount of data sent to external servers, reducing the risk of data breaches and ensuring compliance with stringent data privacy regulations like GDPR and HIPAA. This aspect of edge AI hardware is particularly valuable in healthcare settings where devices such as diagnostic imaging equipment, patient monitoring systems, and medical wearables can analyze patient data on-site, thus protecting sensitive information while delivering real-time insights. As edge AI hardware continues to evolve, its impact on privacy, security, and real-time decision-making is positioning it as a key enabler across a wide range of industries that prioritize low latency and data protection.

Why Is There Growing Demand for Edge AI Hardware in Consumer Electronics and IoT Devices?

The proliferation of smart devices and IoT has fueled demand for edge AI hardware, as consumers increasingly expect real-time, context-aware functionality from their electronics. Edge AI hardware allows IoT devices, including smart home appliances, personal assistants, and wearable technology, to perform complex data analysis and make decisions locally. For instance, in a smart home ecosystem, edge AI hardware enables devices to respond instantly to user commands and interactions, such as adjusting temperature settings, managing lighting, and providing security alerts. Similarly, wearable devices like fitness trackers and smartwatches benefit from edge AI by running AI algorithms locally to monitor health metrics and deliver insights without depending on the cloud. As the IoT market grows, the demand for compact, efficient, and responsive edge AI hardware in consumer electronics is expected to increase, aligning with consumer preferences for fast, reliable, and data-driven experiences.

Beyond consumer electronics, edge AI hardware also plays a crucial role in enhancing energy efficiency in IoT systems. Since edge devices handle data processing locally, they significantly reduce the need for constant cloud connectivity, which lowers bandwidth requirements and reduces energy consumption. This energy-efficient approach is particularly appealing in remote or off-grid IoT applications, such as agricultural sensors or environmental monitoring systems, where continuous power may be limited. Additionally, as smart cities expand their use of IoT devices for traffic monitoring, waste management, and utility services, edge AI hardware enables these systems to operate autonomously, reducing strain on centralized data centers. As the IoT ecosystem grows and the importance of sustainability increases, edge AI hardware solutions designed to optimize energy usage will play an even more significant role in meeting consumer and environmental demands.

What Are the Major Industries Leveraging Edge AI Hardware for Enhanced Operational Efficiency?

Industries such as manufacturing, automotive, healthcare, and telecommunications are leveraging edge AI hardware to enhance operational efficiency and gain a competitive advantage. In manufacturing, edge AI hardware enables real-time quality control, predictive maintenance, and process optimization. By embedding AI capabilities directly within machinery or production lines, manufacturers can detect anomalies, predict equipment failures, and improve production speed without interruptions. Automotive manufacturers are also relying heavily on edge AI hardware to advance driver-assistance systems and autonomous vehicle capabilities. Equipped with powerful AI processors, edge devices in vehicles process data from sensors and cameras instantaneously, making critical decisions related to lane navigation, obstacle detection, and speed adjustments. As autonomous vehicles evolve, edge AI hardware will be essential for processing vast amounts of sensor data in real time to ensure vehicle safety and efficiency.

In healthcare, edge AI hardware is driving innovations in diagnostic and monitoring devices, including portable ultrasound machines, smart medical wearables, and diagnostic imaging systems. These devices leverage edge processing to provide immediate, actionable insights to healthcare providers without sending data to external servers, thus safeguarding patient data privacy. Additionally, in telecommunications, edge AI hardware is supporting 5G network deployments by enabling low-latency applications like virtual reality (VR), augmented reality (AR), and remote robotics. Network providers are incorporating edge AI hardware at various network nodes to handle data processing close to the source, reducing lag and enhancing the user experience. As these industries increasingly rely on real-time analytics and on-device AI capabilities, edge AI hardware is becoming indispensable for improving efficiency and maintaining high standards of service delivery.

Growth in the Edge AI Hardware Market Is Driven by Several Factors

Growth in the edge AI hardware market is driven by several factors, including technological advancements, expanding use cases across diverse sectors, and the increasing demand for real-time data processing. Continuous improvements in semiconductor technology have led to more powerful and energy-efficient processors, enabling advanced AI functionalities on compact, low-power edge devices. The rise of IoT and smart devices has fueled demand for edge AI hardware, as industries seek local data processing capabilities to reduce latency, bandwidth usage, and energy consumption. Consumer expectations for fast, reliable, and private data processing on personal devices are also driving the adoption of edge AI hardware in consumer electronics, from smart home systems to wearable devices. Furthermore, the industrial sector is embracing edge AI hardware for predictive maintenance, quality control, and real-time monitoring, while the automotive sector relies on it to enhance safety and performance in autonomous and semi-autonomous vehicles.

In healthcare, edge AI hardware enables the secure, real-time analysis of patient data on medical devices, which aligns with regulatory compliance and privacy concerns. Additionally, the advent of 5G networks has opened new opportunities for edge AI hardware in telecommunications, supporting low-latency applications in VR, AR, and mobile gaming. Smart city initiatives are also promoting the use of edge AI for real-time data processing in urban infrastructure, such as traffic management, surveillance, and environmental monitoring. As more sectors recognize the value of processing data at the edge for faster, more efficient operations, the edge AI hardware market is poised for sustained growth, driven by a combination of innovation in AI processing technology and the expanding scope of real-time applications across industries.

Select Competitors (Total 34 Featured) -

  • Adapteva, Inc.
  • Alphabet
  • Apple
  • Applied Brain Research
  • ARM
  • Cadence
  • Ceva
  • General Vision
  • Hailo
  • Horizon Robotics
  • Huawei
  • Imagination Technologies
  • Intel Corporation
  • Mediatek
  • Micron Technology
  • Microsoft Corporation
  • Mythic
  • NVIDIA Corporation
  • Qualcomm
  • Samsung Electronics
  • Securerf Corporation
  • Synopsys Inc
  • Tenstorrent
  • Thinci
  • Verisilicon
  • Videantis
  • Xilinx

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • World Market Trajectories
    • Global Economic Update
    • Edge AI Hardware - Global Key Competitors Percentage Market Share in 2024 (E)
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2024 (E)
  • 2. FOCUS ON SELECT PLAYERS
  • 3. MARKET TRENDS & DRIVERS
    • Growing Demand for Real-Time Data Processing at the Edge Drives Adoption of High-Performance Edge AI Hardware Solutions
    • Expansion of Industrial Automation and IoT Fuels Demand for Edge AI Hardware in Smart Factories and Manufacturing
    • Increasing Use of Edge AI Hardware in Autonomous Vehicles for Real-Time Navigation and Object Detection Supports Market Growth
    • Advancements in Semiconductor Technology Enhance Processing Capabilities and Efficiency of Edge AI Hardware
    • Rising Focus on Reducing Latency in IoT Applications Drives Demand for Edge AI Hardware with Fast Data Processing
    • Growing Deployment of Edge AI Hardware in Smart Cities for Traffic Management, Surveillance, and Environmental Monitoring
    • Increasing Use of Edge AI Hardware in Healthcare for Real-Time Patient Monitoring and Diagnostic Imaging Expands Market
    • Focus on Energy Efficiency in Edge Devices Supports Development of Low-Power Edge AI Hardware Solutions
    • Growing Popularity of Wearable and Portable Edge AI Devices Fuels Market for Compact, High-Performance Hardware
    • Expansion of Edge AI Hardware in Retail for Customer Insights, Inventory Management, and Automated Checkouts
    • Rising Adoption of Edge AI Hardware in Agriculture for Precision Farming and Real-Time Crop Monitoring
    • Growing Demand for Enhanced Security in Financial and Retail Sectors Drives Adoption of Edge AI Hardware for Fraud Detection
    • Increasing Adoption of Edge AI Hardware in Telecommunications for Network Optimization and Infrastructure Management
    • Growing Application of Edge AI Hardware in Robotics for Autonomous Navigation and Real-Time Decision-Making
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Recent Past, Current & Future Analysis for Edge AI Hardware by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in Thousand units for Years 2023 through 2030 and % CAGR
    • TABLE 2: World 7-Year Perspective for Edge AI Hardware by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2024 & 2030
    • TABLE 3: World Recent Past, Current & Future Analysis for CPU by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in Thousand units for Years 2023 through 2030 and % CAGR
    • TABLE 4: World 7-Year Perspective for CPU by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 5: World Recent Past, Current & Future Analysis for GPU by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in Thousand units for Years 2023 through 2030 and % CAGR
    • TABLE 6: World 7-Year Perspective for GPU by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 7: World Recent Past, Current & Future Analysis for ASIC by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in Thousand units for Years 2023 through 2030 and % CAGR
    • TABLE 8: World 7-Year Perspective for ASIC by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 9: World Recent Past, Current & Future Analysis for Other Processors by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in Thousand units for Years 2023 through 2030 and % CAGR
    • TABLE 10: World 7-Year Perspective for Other Processors by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 11: World Recent Past, Current & Future Analysis for Government by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in Thousand units for Years 2023 through 2030 and % CAGR
    • TABLE 12: World 7-Year Perspective for Government by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 13: World Recent Past, Current & Future Analysis for Healthcare by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in Thousand units for Years 2023 through 2030 and % CAGR
    • TABLE 14: World 7-Year Perspective for Healthcare by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 15: World Recent Past, Current & Future Analysis for Industrial by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in Thousand units for Years 2023 through 2030 and % CAGR
    • TABLE 16: World 7-Year Perspective for Industrial by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 17: World Recent Past, Current & Future Analysis for Other End-Uses by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in Thousand units for Years 2023 through 2030 and % CAGR
    • TABLE 18: World 7-Year Perspective for Other End-Uses by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 19: World Recent Past, Current & Future Analysis for Consumer Electronics by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in Thousand units for Years 2023 through 2030 and % CAGR
    • TABLE 20: World 7-Year Perspective for Consumer Electronics by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 21: World Recent Past, Current & Future Analysis for Smart Home by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in Thousand units for Years 2023 through 2030 and % CAGR
    • TABLE 22: World 7-Year Perspective for Smart Home by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 23: World Recent Past, Current & Future Analysis for Automotive & Transportation by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in Thousand units for Years 2023 through 2030 and % CAGR
    • TABLE 24: World 7-Year Perspective for Automotive & Transportation by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 25: World Recent Past, Current & Future Analysis for Inference by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in Thousand units for Years 2023 through 2030 and % CAGR
    • TABLE 26: World 7-Year Perspective for Inference by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 27: World Recent Past, Current & Future Analysis for Training by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in Thousand units for Years 2023 through 2030 and % CAGR
    • TABLE 28: World 7-Year Perspective for Training by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 29: World Edge AI Hardware Market Analysis of Annual Sales in Thousand units for Years 2014 through 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Edge AI Hardware Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2024 (E)
    • TABLE 30: USA Recent Past, Current & Future Analysis for Edge AI Hardware by Processors - CPU, GPU, ASIC and Other Processors - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
    • TABLE 31: USA 7-Year Perspective for Edge AI Hardware by Processors - Percentage Breakdown of Value Sales for CPU, GPU, ASIC and Other Processors for the Years 2024 & 2030
    • TABLE 32: USA Recent Past, Current & Future Analysis for Edge AI Hardware by End-Use - Government, Healthcare, Industrial, Other End-Uses, Consumer Electronics, Smart Home and Automotive & Transportation - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
    • TABLE 33: USA 7-Year Perspective for Edge AI Hardware by End-Use - Percentage Breakdown of Value Sales for Government, Healthcare, Industrial, Other End-Uses, Consumer Electronics, Smart Home and Automotive & Transportation for the Years 2024 & 2030
    • TABLE 34: USA Recent Past, Current & Future Analysis for Edge AI Hardware by Process - Inference and Training - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
    • TABLE 35: USA 7-Year Perspective for Edge AI Hardware by Process - Percentage Breakdown of Value Sales for Inference and Training for the Years 2024 & 2030
  • CANADA
    • TABLE 36: Canada Recent Past, Current & Future Analysis for Edge AI Hardware by Processors - CPU, GPU, ASIC and Other Processors - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
    • TABLE 37: Canada 7-Year Perspective for Edge AI Hardware by Processors - Percentage Breakdown of Value Sales for CPU, GPU, ASIC and Other Processors for the Years 2024 & 2030
    • TABLE 38: Canada Recent Past, Current & Future Analysis for Edge AI Hardware by End-Use - Government, Healthcare, Industrial, Other End-Uses, Consumer Electronics, Smart Home and Automotive & Transportation - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
    • TABLE 39: Canada 7-Year Perspective for Edge AI Hardware by End-Use - Percentage Breakdown of Value Sales for Government, Healthcare, Industrial, Other End-Uses, Consumer Electronics, Smart Home and Automotive & Transportation for the Years 2024 & 2030
    • TABLE 40: Canada Recent Past, Current & Future Analysis for Edge AI Hardware by Process - Inference and Training - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
    • TABLE 41: Canada 7-Year Perspective for Edge AI Hardware by Process - Percentage Breakdown of Value Sales for Inference and Training for the Years 2024 & 2030
  • JAPAN
    • Edge AI Hardware Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2024 (E)
    • TABLE 42: Japan Recent Past, Current & Future Analysis for Edge AI Hardware by Processors - CPU, GPU, ASIC and Other Processors - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
    • TABLE 43: Japan 7-Year Perspective for Edge AI Hardware by Processors - Percentage Breakdown of Value Sales for CPU, GPU, ASIC and Other Processors for the Years 2024 & 2030
    • TABLE 44: Japan Recent Past, Current & Future Analysis for Edge AI Hardware by End-Use - Government, Healthcare, Industrial, Other End-Uses, Consumer Electronics, Smart Home and Automotive & Transportation - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
    • TABLE 45: Japan 7-Year Perspective for Edge AI Hardware by End-Use - Percentage Breakdown of Value Sales for Government, Healthcare, Industrial, Other End-Uses, Consumer Electronics, Smart Home and Automotive & Transportation for the Years 2024 & 2030
    • TABLE 46: Japan Recent Past, Current & Future Analysis for Edge AI Hardware by Process - Inference and Training - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
    • TABLE 47: Japan 7-Year Perspective for Edge AI Hardware by Process - Percentage Breakdown of Value Sales for Inference and Training for the Years 2024 & 2030
  • CHINA
    • Edge AI Hardware Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2024 (E)
    • TABLE 48: China Recent Past, Current & Future Analysis for Edge AI Hardware by Processors - CPU, GPU, ASIC and Other Processors - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
    • TABLE 49: China 7-Year Perspective for Edge AI Hardware by Processors - Percentage Breakdown of Value Sales for CPU, GPU, ASIC and Other Processors for the Years 2024 & 2030
    • TABLE 50: China Recent Past, Current & Future Analysis for Edge AI Hardware by End-Use - Government, Healthcare, Industrial, Other End-Uses, Consumer Electronics, Smart Home and Automotive & Transportation - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
    • TABLE 51: China 7-Year Perspective for Edge AI Hardware by End-Use - Percentage Breakdown of Value Sales for Government, Healthcare, Industrial, Other End-Uses, Consumer Electronics, Smart Home and Automotive & Transportation for the Years 2024 & 2030
    • TABLE 52: China Recent Past, Current & Future Analysis for Edge AI Hardware by Process - Inference and Training - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
    • TABLE 53: China 7-Year Perspective for Edge AI Hardware by Process - Percentage Breakdown of Value Sales for Inference and Training for the Years 2024 & 2030
  • EUROPE
    • Edge AI Hardware Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2024 (E)
    • TABLE 54: Europe Recent Past, Current & Future Analysis for Edge AI Hardware by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in Thousand units for Years 2023 through 2030 and % CAGR
    • TABLE 55: Europe 7-Year Perspective for Edge AI Hardware by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2024 & 2030
    • TABLE 56: Europe Recent Past, Current & Future Analysis for Edge AI Hardware by Processors - CPU, GPU, ASIC and Other Processors - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
    • TABLE 57: Europe 7-Year Perspective for Edge AI Hardware by Processors - Percentage Breakdown of Value Sales for CPU, GPU, ASIC and Other Processors for the Years 2024 & 2030
    • TABLE 58: Europe Recent Past, Current & Future Analysis for Edge AI Hardware by End-Use - Government, Healthcare, Industrial, Other End-Uses, Consumer Electronics, Smart Home and Automotive & Transportation - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
    • TABLE 59: Europe 7-Year Perspective for Edge AI Hardware by End-Use - Percentage Breakdown of Value Sales for Government, Healthcare, Industrial, Other End-Uses, Consumer Electronics, Smart Home and Automotive & Transportation for the Years 2024 & 2030
    • TABLE 60: Europe Recent Past, Current & Future Analysis for Edge AI Hardware by Process - Inference and Training - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
    • TABLE 61: Europe 7-Year Perspective for Edge AI Hardware by Process - Percentage Breakdown of Value Sales for Inference and Training for the Years 2024 & 2030
  • FRANCE
    • Edge AI Hardware Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2024 (E)
    • TABLE 62: France Recent Past, Current & Future Analysis for Edge AI Hardware by Processors - CPU, GPU, ASIC and Other Processors - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
    • TABLE 63: France 7-Year Perspective for Edge AI Hardware by Processors - Percentage Breakdown of Value Sales for CPU, GPU, ASIC and Other Processors for the Years 2024 & 2030
    • TABLE 64: France Recent Past, Current & Future Analysis for Edge AI Hardware by End-Use - Government, Healthcare, Industrial, Other End-Uses, Consumer Electronics, Smart Home and Automotive & Transportation - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
    • TABLE 65: France 7-Year Perspective for Edge AI Hardware by End-Use - Percentage Breakdown of Value Sales for Government, Healthcare, Industrial, Other End-Uses, Consumer Electronics, Smart Home and Automotive & Transportation for the Years 2024 & 2030
    • TABLE 66: France Recent Past, Current & Future Analysis for Edge AI Hardware by Process - Inference and Training - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
    • TABLE 67: France 7-Year Perspective for Edge AI Hardware by Process - Percentage Breakdown of Value Sales for Inference and Training for the Years 2024 & 2030
  • GERMANY
    • Edge AI Hardware Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2024 (E)
    • TABLE 68: Germany Recent Past, Current & Future Analysis for Edge AI Hardware by Processors - CPU, GPU, ASIC and Other Processors - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
    • TABLE 69: Germany 7-Year Perspective for Edge AI Hardware by Processors - Percentage Breakdown of Value Sales for CPU, GPU, ASIC and Other Processors for the Years 2024 & 2030
    • TABLE 70: Germany Recent Past, Current & Future Analysis for Edge AI Hardware by End-Use - Government, Healthcare, Industrial, Other End-Uses, Consumer Electronics, Smart Home and Automotive & Transportation - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
    • TABLE 71: Germany 7-Year Perspective for Edge AI Hardware by End-Use - Percentage Breakdown of Value Sales for Government, Healthcare, Industrial, Other End-Uses, Consumer Electronics, Smart Home and Automotive & Transportation for the Years 2024 & 2030
    • TABLE 72: Germany Recent Past, Current & Future Analysis for Edge AI Hardware by Process - Inference and Training - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
    • TABLE 73: Germany 7-Year Perspective for Edge AI Hardware by Process - Percentage Breakdown of Value Sales for Inference and Training for the Years 2024 & 2030
  • ITALY
    • TABLE 74: Italy Recent Past, Current & Future Analysis for Edge AI Hardware by Processors - CPU, GPU, ASIC and Other Processors - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
    • TABLE 75: Italy 7-Year Perspective for Edge AI Hardware by Processors - Percentage Breakdown of Value Sales for CPU, GPU, ASIC and Other Processors for the Years 2024 & 2030
    • TABLE 76: Italy Recent Past, Current & Future Analysis for Edge AI Hardware by End-Use - Government, Healthcare, Industrial, Other End-Uses, Consumer Electronics, Smart Home and Automotive & Transportation - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
    • TABLE 77: Italy 7-Year Perspective for Edge AI Hardware by End-Use - Percentage Breakdown of Value Sales for Government, Healthcare, Industrial, Other End-Uses, Consumer Electronics, Smart Home and Automotive & Transportation for the Years 2024 & 2030
    • TABLE 78: Italy Recent Past, Current & Future Analysis for Edge AI Hardware by Process - Inference and Training - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
    • TABLE 79: Italy 7-Year Perspective for Edge AI Hardware by Process - Percentage Breakdown of Value Sales for Inference and Training for the Years 2024 & 2030
  • UNITED KINGDOM
    • Edge AI Hardware Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2024 (E)
    • TABLE 80: UK Recent Past, Current & Future Analysis for Edge AI Hardware by Processors - CPU, GPU, ASIC and Other Processors - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
    • TABLE 81: UK 7-Year Perspective for Edge AI Hardware by Processors - Percentage Breakdown of Value Sales for CPU, GPU, ASIC and Other Processors for the Years 2024 & 2030
    • TABLE 82: UK Recent Past, Current & Future Analysis for Edge AI Hardware by End-Use - Government, Healthcare, Industrial, Other End-Uses, Consumer Electronics, Smart Home and Automotive & Transportation - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
    • TABLE 83: UK 7-Year Perspective for Edge AI Hardware by End-Use - Percentage Breakdown of Value Sales for Government, Healthcare, Industrial, Other End-Uses, Consumer Electronics, Smart Home and Automotive & Transportation for the Years 2024 & 2030
    • TABLE 84: UK Recent Past, Current & Future Analysis for Edge AI Hardware by Process - Inference and Training - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
    • TABLE 85: UK 7-Year Perspective for Edge AI Hardware by Process - Percentage Breakdown of Value Sales for Inference and Training for the Years 2024 & 2030
  • REST OF EUROPE
    • TABLE 86: Rest of Europe Recent Past, Current & Future Analysis for Edge AI Hardware by Processors - CPU, GPU, ASIC and Other Processors - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
    • TABLE 87: Rest of Europe 7-Year Perspective for Edge AI Hardware by Processors - Percentage Breakdown of Value Sales for CPU, GPU, ASIC and Other Processors for the Years 2024 & 2030
    • TABLE 88: Rest of Europe Recent Past, Current & Future Analysis for Edge AI Hardware by End-Use - Government, Healthcare, Industrial, Other End-Uses, Consumer Electronics, Smart Home and Automotive & Transportation - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
    • TABLE 89: Rest of Europe 7-Year Perspective for Edge AI Hardware by End-Use - Percentage Breakdown of Value Sales for Government, Healthcare, Industrial, Other End-Uses, Consumer Electronics, Smart Home and Automotive & Transportation for the Years 2024 & 2030
    • TABLE 90: Rest of Europe Recent Past, Current & Future Analysis for Edge AI Hardware by Process - Inference and Training - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
    • TABLE 91: Rest of Europe 7-Year Perspective for Edge AI Hardware by Process - Percentage Breakdown of Value Sales for Inference and Training for the Years 2024 & 2030
  • ASIA-PACIFIC
    • Edge AI Hardware Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2024 (E)
    • TABLE 92: Asia-Pacific Recent Past, Current & Future Analysis for Edge AI Hardware by Processors - CPU, GPU, ASIC and Other Processors - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
    • TABLE 93: Asia-Pacific 7-Year Perspective for Edge AI Hardware by Processors - Percentage Breakdown of Value Sales for CPU, GPU, ASIC and Other Processors for the Years 2024 & 2030
    • TABLE 94: Asia-Pacific Recent Past, Current & Future Analysis for Edge AI Hardware by End-Use - Government, Healthcare, Industrial, Other End-Uses, Consumer Electronics, Smart Home and Automotive & Transportation - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
    • TABLE 95: Asia-Pacific 7-Year Perspective for Edge AI Hardware by End-Use - Percentage Breakdown of Value Sales for Government, Healthcare, Industrial, Other End-Uses, Consumer Electronics, Smart Home and Automotive & Transportation for the Years 2024 & 2030
    • TABLE 96: Asia-Pacific Recent Past, Current & Future Analysis for Edge AI Hardware by Process - Inference and Training - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
    • TABLE 97: Asia-Pacific 7-Year Perspective for Edge AI Hardware by Process - Percentage Breakdown of Value Sales for Inference and Training for the Years 2024 & 2030
  • REST OF WORLD
    • TABLE 98: Rest of World Recent Past, Current & Future Analysis for Edge AI Hardware by Processors - CPU, GPU, ASIC and Other Processors - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
    • TABLE 99: Rest of World 7-Year Perspective for Edge AI Hardware by Processors - Percentage Breakdown of Value Sales for CPU, GPU, ASIC and Other Processors for the Years 2024 & 2030
    • TABLE 100: Rest of World Recent Past, Current & Future Analysis for Edge AI Hardware by End-Use - Government, Healthcare, Industrial, Other End-Uses, Consumer Electronics, Smart Home and Automotive & Transportation - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
    • TABLE 101: Rest of World 7-Year Perspective for Edge AI Hardware by End-Use - Percentage Breakdown of Value Sales for Government, Healthcare, Industrial, Other End-Uses, Consumer Electronics, Smart Home and Automotive & Transportation for the Years 2024 & 2030
    • TABLE 102: Rest of World Recent Past, Current & Future Analysis for Edge AI Hardware by Process - Inference and Training - Independent Analysis of Annual Sales in Thousand units for the Years 2023 through 2030 and % CAGR
    • TABLE 103: Rest of World 7-Year Perspective for Edge AI Hardware by Process - Percentage Breakdown of Value Sales for Inference and Training for the Years 2024 & 2030

IV. COMPETITION