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エッジAIアクセラレータの市場規模、シェア、動向分析レポート：プロセッサ別、デバイス別、最終用途別、地域別、セグメント予測、2025年～2030年

Edge AI Accelerator Market Size, Share & Trends Analysis Report By Processor (CPU, GPU, ASIC, FPGA), By Device (Smartphones, IoT Devices), By End-use (Healthcare, Automotive), By Region, And Segment Forecasts, 2025 - 2030

出版日
ページ情報
英文 200 Pages
納期
2～10営業日
カスタマイズ可能
価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=146.82円
エッジAIアクセラレータの市場規模、シェア、動向分析レポート：プロセッサ別、デバイス別、最終用途別、地域別、セグメント予測、2025年～2030年
出版日: 2025年03月24日
発行: Grand View Research
ページ情報: 英文 200 Pages
納期: 2～10営業日
GIIご利用のメリット
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  • 概要
  • 図表
  • 目次
概要

エッジAIアクセラレータの市場規模・動向：

世界のエッジAIアクセラレータ市場規模は2024年に77億1,000万米ドルと推計され、2025年から2030年にかけてCAGR 30.8%で成長すると予測されています。

エッジAIアクセラレータ業界は、リアルタイムデータ処理の需要増加により大きな成長を遂げています。インターネットに接続するデバイスが増えるにつれ、さまざまな業界で即時分析の必要性が重要になっています。従来のクラウド・コンピューティング方式は、待ち時間、帯域幅の制限、データ・プライバシーの懸念といった課題に直面しており、企業はローカライズされたソリューションを求めるようになっています。

例えば、エヌビディア・コーポレーションが開発したNVIDIA Jetsonは、ロボット工学、オートメーション、産業におけるリアルタイム処理のためのAIエッジ・コンピューティング・プラットフォームです。自律走行車、ロボット工学、産業オートメーションで広く利用されています。JetsonのエッジAIアクセラレータは、AIモデルをデバイス上で直接実行することでリアルタイムのデータ処理を可能にし、クラウドコンピューティングの必要性を低減します。この機能により、自律走行車からスマート工場まで、幅広いアプリケーションの運用効率と応答性が向上します。さらに、AIアルゴリズムとハードウェア技術の進歩により、これらのアクセラレーターの性能と価格が向上し続けています。その結果、競争に打ち勝つためにエッジAIソリューションを利用する企業が増えています。

AIアクセラレーターはコンパクトなデバイスに統合され、エッジでのリアルタイム処理を可能にしています。これにより、外部GPUやクラウド・コンピューティングへの依存度が下がり、より高速で効率的な運用が可能になります。データをローカルで処理することで、デバイスはレイテンシーが低下し、セキュリティが向上し、帯域幅の使用量が削減されます。このような利点により、エッジAIはIoT、ロボット工学、産業オートメーションなど、さまざまな業界のアプリケーションでより実用的なものとなっています。導入が進むにつれ、企業はエッジAIを活用して意思決定を強化し、リソース利用を最適化し、自律型システムを実現しています。

インテリジェントで低消費電力のコンピューティング・ソリューションに対する需要の高まりは、AIのハードウェアとソフトウェアのさらなる進歩を促しています。例えば2024年9月、コンピューティング教育を推進する英国の非営利団体ラズベリーパイ財団とソニーは、ソニーのIMX500イメージセンサーとリアルタイム画像処理用のオンボードAIアクセラレーターを搭載した70ドルのAI搭載カメラモジュールを発表しました。これにより、ニューラルネットワーク・モデルをデバイス上で直接実行できるようになり、外部GPUを必要とせずに、物体検出や姿勢推定などのエッジAIアプリケーションを簡素化できます。

モノのインターネット（IoT）の成長は、エッジAIアクセラレータ市場の拡大に大きく寄与しています。IoTデバイスの普及により大量のデータが生成され、効果的な洞察とアクションのために即時処理が必要となります。エッジAIアクセラレータは、これらのデバイスがローカルで複雑な計算を実行することを可能にし、クラウドインフラへの依存を低減します。このシフトは、データをより安全かつ効率的に管理し、インターネット経由で機密情報を送信することに関連するプライバシーの懸念に対処するのに役立ちます。産業界がデジタルトランスフォーメーションを取り入れる中、IoTデバイスにAI機能を統合することは、スマートなオペレーションを実現する上で不可欠となっています。IoTとエッジAIアクセラレータを組み合わせることで、自動化、予知保全、ユーザー体験の向上といった新たな可能性が広がります。その結果、企業はIoTエコシステムの可能性を十分に活用するため、エッジAI技術に投資しています。

エネルギー効率への注目の高まりは、さまざまな産業でエッジAIアクセラレータの採用を促進しています。これらのアクセラレーターは、従来のクラウドベースの処理よりも消費電力が少ないため、リソースが限られた環境に最適です。グーグルのCoral Edge TPUは、最小限のエネルギー消費でリアルタイムのAI処理をサポートし、IoT、スマートカメラ、産業オートメーションなどのアプリケーションに恩恵をもたらします。クラウドコンピューティングへの依存を減らすことで、エネルギー消費を抑え、ローカルで情報を処理することでデータプライバシーを強化することができます。産業界は、環境規制や企業の持続可能性目標に沿った持続可能な技術を採用するよう、高まる圧力に直面しています。企業がエネルギー効率を重視する中、エッジAIアクセラレータの需要は拡大し、AIの採用が促進されると予想されます。

目次

第1章 調査手法と範囲

第2章 エグゼクティブサマリー

第3章 エッジAIアクセラレータ市場の変数、動向、範囲

  • 世界のエッジAIアクセラレータ市場の展望
  • 業界バリューチェーン分析
  • 市場力学
    • 市場ドライバー分析
    • 市場抑制要因分析
    • 業界の課題
  • ポーターのファイブフォース分析
    • サプライヤーの力
    • 買い手の力
    • 代替の脅威
    • 新規参入からの脅威
    • 競争企業間の敵対関係
  • PESTEL分析
    • 政治情勢
    • 経済情勢
    • 社会情勢
    • 技術的情勢
    • 環境情勢
    • 法的な情勢

第4章 エッジAIアクセラレータ市場：プロセッサ別推定と予測

  • エッジAIアクセラレータ市場：変動分析、2024年および2030年

第5章 エッジAIアクセラレータ市場：デバイス別推定と予測

  • エッジAIアクセラレータ市場：変動分析、2024年および2030年

第6章 エッジAIアクセラレータ市場：最終用途別展望と予測

  • エッジAIアクセラレータ市場：変動分析、2024年および2030年
    • ヘルスケア
    • 自動車
    • 小売り
    • 製造業
    • セキュリティと監視
    • その他

第7章 エッジAIアクセラレータ市場：地域別推定・動向分析

  • エッジAIアクセラレータ市場シェア（地域別、2024年および2030年）
  • 北米
    • 米国
    • カナダ
    • メキシコ
  • 欧州
    • 英国
    • ドイツ
    • フランス
  • アジア太平洋
    • 中国
    • 日本
    • インド
    • オーストラリア
    • 韓国
  • ラテンアメリカ
    • ブラジル
  • 中東およびアフリカ
    • アラブ首長国連邦
    • サウジアラビア
    • 南アフリカ

第8章 競合情勢

  • 主要市場参入企業による最近の動向と影響分析
  • ベンダー情勢
    • 企業分類
    • 主要販売代理店およびチャネルパートナーのリスト
    • 潜在顧客リスト/リスト
  • 競争ダイナミクス
    • 競合ベンチマーキング
    • 戦略マッピング
    • ヒートマップ分析
  • 企業プロファイル/リスト
    • Apple Inc.
    • EdgeCortix Inc.
    • Hailo Technologies Ltd.
    • Huawei Technologies Co., Ltd.
    • International Business Machines Corporation（IBM）
    • Intel Corporation
    • Google LLC
    • NVIDIA Corporation
    • Qualcomm Technologies, Inc.
    • Rapidus Corporation
図表

List of Tables

  • Table 1. Global Edge AI Accelerators market estimates and forecasts, by region, 2018 - 2030 (USD Million)
  • Table 2. Global Edge AI Accelerators market estimates and forecasts, by Processor, 2018 - 2030 (USD Million)
  • Table 3. Global Edge AI Accelerators market estimates and forecasts, by Device, 2018 - 2030 (USD Million)
  • Table 4. Global Edge AI Accelerators market estimates and forecasts, by End Use, 2018 - 2030 (USD Million)
  • Table 5. North America Edge AI Accelerators market estimates and forecasts, by country, 2018 - 2030 (USD Million)
  • Table 6. North America Edge AI Accelerators market estimates and forecasts, by Processor, 2018 - 2030 (USD Million)
  • Table 7. North America Edge AI Accelerators market estimates and forecasts, by Device, 2018 - 2030 (USD Million)
  • Table 8. North America Edge AI Accelerators market estimates and forecasts, by End Use, 2018 - 2030 (USD Million)
  • Table 9. U.S. Edge AI Accelerators market estimates and forecasts, by Processor, 2018 - 2030 (USD Million)
  • Table 10. U.S. Edge AI Accelerators market estimates and forecasts, by Device, 2018 - 2030 (USD Million)
  • Table 11. U.S. Edge AI Accelerators market estimates and forecasts, by End Use, 2018 - 2030 (USD Million)
  • Table 12. Canada Edge AI Accelerators market estimates and forecasts, by Processor, 2018 - 2030 (USD Million)
  • Table 13. Canada Edge AI Accelerators market estimates and forecasts, by Device, 2018 - 2030 (USD Million)
  • Table 14. Canada Edge AI Accelerators market estimates and forecasts, by End Use, 2018 - 2030 (USD Million)
  • Table 15. Mexico Edge AI Accelerators market estimates and forecasts, by Processor, 2018 - 2030 (USD Million)
  • Table 16. Mexico Edge AI Accelerators market estimates and forecasts, by Device, 2018 - 2030 (USD Million)
  • Table 17. Mexico Edge AI Accelerators market estimates and forecasts, by End Use, 2018 - 2030 (USD Million)
  • Table 18. Europe Edge AI Accelerators market estimates and forecasts, by country, 2018 - 2030 (USD Million)
  • Table 19. Europe Edge AI Accelerators market estimates and forecasts, by Processor, 2018 - 2030 (USD Million)
  • Table 20. Europe Edge AI Accelerators market estimates and forecasts, by Device, 2018 - 2030 (USD Million)
  • Table 21. Europe Edge AI Accelerators market estimates and forecasts, by End Use, 2018 - 2030 (USD Million)
  • Table 22. UK Edge AI Accelerators market estimates and forecasts, by Processor, 2018 - 2030 (USD Million)
  • Table 23. UK Edge AI Accelerators market estimates and forecasts, by Device, 2018 - 2030 (USD Million)
  • Table 24. UK Edge AI Accelerators market estimates and forecasts, by End Use, 2018 - 2030 (USD Million)
  • Table 25. Germany Edge AI Accelerators market estimates and forecasts, by Processor, 2018 - 2030 (USD Million)
  • Table 26. Germany Edge AI Accelerators market estimates and forecasts, by Device, 2018 - 2030 (USD Million)
  • Table 27. Germany Edge AI Accelerators market estimates and forecasts, by End-Use, 2018 - 2030 (USD Million)
  • Table 28. France Edge AI Accelerators market estimates and forecasts, by Processor, 2018 - 2030 (USD Million)
  • Table 29. France Edge AI Accelerators market estimates and forecasts, by Device, 2018 - 2030 (USD Million)
  • Table 30. France Edge AI Accelerators market estimates and forecasts, by End-Use, 2018 - 2030 (USD Million)
  • Table 31. Asia Pacific Edge AI Accelerators market estimates and forecasts, by country, 2018 - 2030 (USD Million)
  • Table 32. Asia Pacific Edge AI Accelerators market estimates and forecasts, by Processor, 2018 - 2030 (USD Million)
  • Table 33. Asia Pacific Edge AI Accelerators market estimates and forecasts, by Device, 2018 - 2030 (USD Million)
  • Table 34. Asia Pacific Edge AI Accelerators market estimates and forecasts, by End Use, 2018 - 2030 (USD Million)
  • Table 35. China Edge AI Accelerators market estimates and forecasts, by Processor, 2018 - 2030 (USD Million)
  • Table 36. China Edge AI Accelerators market estimates and forecasts, by Device, 2018 - 2030 (USD Million)
  • Table 37. China Edge AI Accelerators market estimates and forecasts, by End Use, 2018 - 2030 (USD Million)
  • Table 38. Japan Edge AI Accelerators market estimates and forecasts, by Processor, 2018 - 2030 (USD Million)
  • Table 39. Japan Edge AI Accelerators market estimates and forecasts, by Device, 2018 - 2030 (USD Million)
  • Table 40. Japan Edge AI Accelerators market estimates and forecasts, by End Use, 2018 - 2030 (USD Million)
  • Table 41. India Edge AI Accelerators market estimates and forecasts, by Processor, 2018 - 2030 (USD Million)
  • Table 42. India Edge AI Accelerators market estimates and forecasts, by Device, 2018 - 2030 (USD Million)
  • Table 43. India Edge AI Accelerators market estimates and forecasts, by End Use, 2018 - 2030 (USD Million)
  • Table 44. Australia Edge AI Accelerators market estimates and forecasts, by Processor, 2018 - 2030 (USD Million)
  • Table 45. Australia Edge AI Accelerators market estimates and forecasts, by Device, 2018 - 2030 (USD Million)
  • Table 46. Australia Edge AI Accelerators market estimates and forecasts, by End Use, 2018 - 2030 (USD Million)
  • Table 47. South Korea Edge AI Accelerators market estimates and forecasts, by Processor, 2018 - 2030 (USD Million)
  • Table 48. South Korea Edge AI Accelerators market estimates and forecasts, by Device, 2018 - 2030 (USD Million)
  • Table 49. South Korea Edge AI Accelerators market estimates and forecasts, by End Use, 2018 - 2030 (USD Million)
  • Table 50. Latin America Edge AI Accelerators market estimates and forecasts, by country, 2018 - 2030 (USD Million)
  • Table 51. Latin America Edge AI Accelerators market estimates and forecasts, by Processor, 2018 - 2030 (USD Million)
  • Table 52. Latin America Edge AI Accelerators market estimates and forecasts, by Device, 2018 - 2030 (USD Million)
  • Table 53. Latin America Edge AI Accelerators market estimates and forecasts, by End Use, 2018 - 2030 (USD Million)
  • Table 54. Brazil Edge AI Accelerators market estimates and forecasts, by Processor, 2018 - 2030 (USD Million)
  • Table 55. Brazil Edge AI Accelerators market estimates and forecasts, by Device, 2018 - 2030 (USD Million)
  • Table 56. Brazil Edge AI Accelerators market estimates and forecasts, by End Use, 2018 - 2030 (USD Million)
  • Table 57. Middle East & Africa Edge AI Accelerators market estimates and forecasts, by country, 2018 - 2030 (USD Million)
  • Table 58. Middle East & Africa Edge AI Accelerators market estimates and forecasts, by Processor, 2018 - 2030 (USD Million)
  • Table 59. Middle East & Africa Edge AI Accelerators market estimates and forecasts, by Device, 2018 - 2030 (USD Million)
  • Table 60. Middle East & Africa Edge AI Accelerators market estimates and forecasts, by End Use, 2018 - 2030 (USD Million)
  • Table 61. Saudi Arabia Edge AI Accelerators market estimates and forecasts, by Processor, 2018 - 2030 (USD Million)
  • Table 62. Saudi Arabia Edge AI Accelerators market estimates and forecasts, by Device, 2018 - 2030 (USD Million)
  • Table 63. Saudi Arabia Edge AI Accelerators market estimates and forecasts, by End Use, 2018 - 2030 (USD Million)
  • Table 64. UAE Edge AI Accelerators market estimates and forecasts, by Processor, 2018 - 2030 (USD Million)
  • Table 65. UAE Edge AI Accelerators market estimates and forecasts, by Device, 2018 - 2030 (USD Million)
  • Table 66. UAE Edge AI Accelerators market estimates and forecasts, by End Use, 2018 - 2030 (USD Million)
  • Table 67. South Africa Edge AI Accelerators market estimates and forecasts, by Processor, 2018 - 2030 (USD Million)
  • Table 68. South Africa Edge AI Accelerators market estimates and forecasts, by Device, 2018 - 2030 (USD Million)
  • Table 69. South Africa Edge AI Accelerators market estimates and forecasts, by End Use, 2018 - 2030 (USD Million)

List of Figures

  • Fig. 1 Edge AI Accelerators market segmentation
  • Fig. 2 Market research process
  • Fig. 3 Information procurement
  • Fig. 4 Primary research pattern
  • Fig. 5 Market research approaches
  • Fig. 6 Parent market analysis
  • Fig. 7 Market formulation & validation
  • Fig. 8 Edge AI Accelerators market snapshot
  • Fig. 9 Edge AI Accelerators market segment snapshot
  • Fig. 10 Edge AI Accelerators market competitive landscape snapshot
  • Fig. 11 Market driver relevance analysis (Current & future impact)
  • Fig. 12 Market restraint relevance analysis (Current & future impact)
  • Fig. 13 Value Chain Analysis
  • Fig. 14 Edge AI Accelerators market: Processor outlook key takeaways (USD Million)
  • Fig. 15 Edge AI Accelerators market: Processor movement analysis 2024 & 2030 (USD Million)
  • Fig. 16 Central Processing Unit (CPU) market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 17 Graphics Processing Unit (GPU) market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 18 Application-Specific Integrated Circuits (ASICs) market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 19 Field-Programmable Gate Array (FPGA) market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 20 Edge AI Accelerators market, Device outlook key takeaways (USD Million)
  • Fig. 21 Edge AI Accelerators market Device movement analysis 2024 & 2030 (USD Million)
  • Fig. 22 Smartphones market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 23 IoT Devices market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 24 Robots market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 25 Cameras market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 26 Edge AI Accelerators market: End Use outlook key takeaways (USD Million)
  • Fig. 27 Edge AI Accelerators market: End Use movement analysis 2024 & 2030 (USD Million)
  • Fig. 28 Healthcare market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 29 Automotive market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 30 Retail market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 31 Manufacturing market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 32 Security and Surveillance market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 33 Others market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 34 Regional marketplace: Key takeaways
  • Fig. 35 Edge AI Accelerators market: Regional outlook, 2024 & 2030 (USD Million)
  • Fig. 36 North America Edge AI Accelerators market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 37 U.S. Edge AI Accelerators market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 38 Canada Edge AI Accelerators market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 39 Mexico Edge AI Accelerators market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 40 Europe Edge AI Accelerators market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 41 U.K. Edge AI Accelerators market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 42 Germany Edge AI Accelerators market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 43 France Edge AI Accelerators market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 44 Asia Pacific Edge AI Accelerators market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 45 China Edge AI Accelerators market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 46 Japan Edge AI Accelerators market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 47 India Edge AI Accelerators market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 48 South Korea Edge AI Accelerators market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 49 Australia Edge AI Accelerators market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 50 Latin America Edge AI Accelerators market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 51 Brazil Edge AI Accelerators market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 52 MEA Edge AI Accelerators market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 53 KSA Edge AI Accelerators market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 54 UAE Edge AI Accelerators market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 55 South Africa Edge AI Accelerators market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 56 Strategy framework
  • Fig. 57 Company Categorization
目次
Product Code: GVR-4-68040-477-8

Edge AI Accelerator Market Size & Trends:

The global edge AI accelerator market size was estimated at USD 7.71 billion in 2024 and is projected to grow at a CAGR of 30.8% from 2025 to 2030. The edge AI accelerator industry is experiencing significant growth due to the increasing demand for real-time data processing. As more devices connect to the internet, the need for instant analysis becomes critical across various industries. Traditional cloud computing methods face challenges like latency, bandwidth limitations, and data privacy concerns, pushing organizations to seek localized solutions.

For instance, NVIDIA Jetson, developed by NVIDIA Corporation, is an AI edge computing platform for real-time processing in robotics, automation, and industry. It is widely used in autonomous vehicles, robotics, and industrial automation. Jetson's edge AI accelerators enable real-time data processing by running AI models directly on devices, reducing the need for cloud computing. This capability enhances operational efficiency and responsiveness in applications ranging from autonomous vehicles to smart factories. Furthermore, advancements in AI algorithms and hardware technologies continue to improve the performance and affordability of these accelerators. As a result, more companies are using edge AI solutions to stay ahead of the competition.

AI accelerators are being integrated into compact devices, enabling real-time processing at the edge. This reduces dependence on external GPUs and cloud computing, allowing for faster and more efficient operations. By processing data locally, devices experience lower latency, improved security, and reduced bandwidth usage. These benefits make edge AI more practical for applications across various industries, including IoT, robotics, and industrial automation. As adoption increases, businesses are leveraging edge AI to enhance decision-making, optimize resource utilization, and enable autonomous systems.

The growing demand for intelligent, low-power computing solutions is driving further advancements in AI hardware and software. For instance, in September 2024, Raspberry Pi Foundation, a U.K. nonprofit promoting computing education, and Sony launched a $70 AI-powered camera module featuring the Sony IMX500 image sensor and an onboard AI accelerator for real-time image processing. It enables neural network models to run directly on the device, simplifying edge AI applications such as object detection and pose estimation without requiring external GPUs.

The growth of the Internet of Things (IoT) significantly contributes to the expansion of the edge AI accelerator market. The proliferation of IoT devices generates massive amounts of data that require immediate processing for effective insights and actions. Edge AI accelerators enable these devices to perform complex computations locally, reducing reliance on cloud infrastructure. This shift helps manage data more securely and efficiently, addressing privacy concerns associated with transmitting sensitive information over the internet. As industries embrace digital transformation, integrating AI capabilities into IoT devices becomes essential for achieving smart operations. The combination of IoT and edge AI accelerators opens up new opportunities for automation, predictive maintenance, and enhanced user experiences. Consequently, businesses are investing in edge AI technologies to capitalize on the potential of their IoT ecosystems fully.

The increasing focus on energy efficiency is driving the adoption of edge AI accelerators across various industries. These accelerators consume less power than traditional cloud-based processing, making them ideal for resource-constrained environments. Google's Coral Edge TPU supports real-time AI processing with minimal energy use, benefiting applications such as IoT, smart cameras, and industrial automation. Reducing reliance on cloud computing helps lower energy consumption and enhances data privacy by processing information locally. Industries face mounting pressure to adopt sustainable technologies that align with environmental regulations and corporate sustainability goals. As organizations focus on energy efficiency, demand for edge AI accelerators is expected to grow, driving AI adoption.

Global Edge AI Accelerator Market Report Segmentation

This report forecasts revenue growth at global, regional, and country levels and provides an analysis of the latest industry trends and opportunities in each of the sub-segments from 2018 to 2030. For this study, Grand View Research has segmented the global edge AI accelerator market report based on processor, device, end use, and region:

  • Processor Outlook (Revenue, USD Million, 2018 - 2030)
  • Central Processing Unit (CPU)
  • Graphics Processing Unit (GPU)
  • Application-Specific Integrated Circuits (ASICs)
  • Field-Programmable Gate Array (FPGA)
  • Device Outlook (Revenue, USD Million, 2018 - 2030)
  • Smartphones
  • IoT Devices
  • Robots
  • Cameras
  • End-use Outlook (Revenue, USD Million, 2018 - 2030)
  • Healthcare
  • Automotive
  • Retail
  • Manufacturing
  • Security and Surveillance
  • Others
  • Regional Outlook (Revenue, USD Million, 2018 - 2030)
  • North America
    • U.S.
    • Canada
    • Mexico
  • Europe
    • UK
    • Germany
    • France
  • Asia Pacific
    • China
    • Japan
    • India
    • Australia
    • South Korea
  • Latin America
    • Brazil
  • Middle East & Africa (MEA)
    • KSA
    • UAE
    • South Africa

Table of Contents

Chapter 1. Methodology and Scope

  • 1.1. Market Segmentation & Scope
  • 1.2. Market Definition
  • 1.3. Information Procurement
    • 1.3.1. Purchased Database
    • 1.3.2. GVR's Internal Database
    • 1.3.3. Secondary Sources & Third-Party Perspectives
    • 1.3.4. Primary Research
  • 1.4. Information Analysis
    • 1.4.1. Data Analysis Models
  • 1.5. Market Formulation & Data Visualization
  • 1.6. Data Validation & Publishing

Chapter 2. Executive Summary

  • 2.1. Market Insights
  • 2.2. Segmental Outlook
  • 2.3. Competitive Outlook

Chapter 3. Edge AI Accelerators Market Variables, Trends & Scope

  • 3.1. Global Edge AI Accelerators Market Outlook
  • 3.2. Industry Value Chain Analysis
  • 3.3. Market Dynamics
    • 3.3.1. Market Driver Analysis
    • 3.3.2. Market Restraint Analysis
    • 3.3.3. Industry Challenges
  • 3.4. Porter's Five Forces Analysis
    • 3.4.1. Supplier Power
    • 3.4.2. Buyer Power
    • 3.4.3. Substitution Threat
    • 3.4.4. Threat from New Entrant
    • 3.4.5. Competitive Rivalry
  • 3.5. PESTEL Analysis
    • 3.5.1. Political Landscape
    • 3.5.2. Economic Landscape
    • 3.5.3. Social Landscape
    • 3.5.4. Technological Landscape
    • 3.5.5. Environmental Landscape
    • 3.5.6. Legal Landscape

Chapter 4. Edge AI Accelerators Market: Processor Estimates & Forecasts

  • 4.1. Edge AI Accelerators Market: Device Movement Analysis, 2024 & 2030
    • 4.1.1. Central Processing Unit (CPU)
      • 4.1.1.1. Central Processing Unit (CPU) Market estimates and forecast, 2018 - 2030 (USD Million)
    • 4.1.2. Graphics Processing Unit (GPU)
      • 4.1.2.1. Graphics Processing Unit (GPU) Market estimates and forecast, 2018 - 2030 (USD Million)
    • 4.1.3. Application-Specific Integrated Circuits (ASICs)
      • 4.1.3.1. Application-Specific Integrated Circuits (ASICs) Market estimates and forecast, 2018 - 2030 (USD Million)
    • 4.1.4. Field-Programmable Gate Array (FPGA)
      • 4.1.4.1. Field-Programmable Gate Array (FPGA) Market estimates and forecast, 2018 - 2030 (USD Million)

Chapter 5. Edge AI Accelerators Market: Device Estimates & Forecasts

  • 5.1. Edge AI Accelerators Market: Device Movement Analysis, 2024 & 2030
    • 5.1.1. Smartphones
      • 5.1.1.1. Smartphones Market estimates and forecast, 2018 - 2030 (USD Million)
    • 5.1.2. IoT Devices
      • 5.1.2.1. IoT Devices Market estimates and forecast, 2018 - 2030 (USD Million)
    • 5.1.3. Robots
      • 5.1.3.1. Robots Market estimates and forecast, 2018 - 2030 (USD Million)
    • 5.1.4. Cameras
      • 5.1.4.1. Cameras Market estimates and forecast, 2018 - 2030 (USD Million)

Chapter 6. Edge AI Accelerators Market: End Use Outlook Estimates & Forecasts

  • 6.1. Edge AI Accelerators Market: Application Movement Analysis, 2024 & 2030
    • 6.1.1. Healthcare
      • 6.1.1.1. Healthcare Market estimates and forecast, 2018 - 2030 (USD Million)
    • 6.1.2. Automotive
      • 6.1.2.1. Automotive Market estimates and forecast, 2018 - 2030 (USD Million)
    • 6.1.3. Retail
      • 6.1.3.1. Retail Market estimates and forecast, 2018 - 2030 (USD Million)
    • 6.1.4. Manufacturing
      • 6.1.4.1. Manufacturing Market estimates and forecast, 2018 - 2030 (USD Million)
    • 6.1.5. Security and Surveillance
      • 6.1.5.1. Security and Surveillance Market estimates and forecast, 2018 - 2030 (USD Million)
    • 6.1.6. Others
      • 6.1.6.1. Others Market estimates and forecast, 2018 - 2030 (USD Million)

Chapter 7. Edge AI Accelerators Market: Regional Estimates & Trend Analysis

  • 7.1. Edge AI Accelerators Market Share, By Region, 2024 & 2030 (USD Million)
  • 7.2. North America
    • 7.2.1. North America Edge AI Accelerators Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 7.2.1.1. North America Edge AI Accelerators Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
      • 7.2.1.2. North America Edge AI Accelerators Market Estimates and Forecasts, by Processor, 2018 - 2030 (USD Million)
      • 7.2.1.3. North America Edge AI Accelerators Market Estimates and Forecasts, by Device, 2018 - 2030 (USD Million)
      • 7.2.1.4. North America Edge AI Accelerators Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
    • 7.2.2. U.S.
      • 7.2.2.1. U.S. Edge AI Accelerators Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 7.2.2.2. U.S. Edge AI Accelerators Market Estimates and Forecasts, by Processor, 2018 - 2030 (USD Million)
      • 7.2.2.3. U.S. Edge AI Accelerators Market Estimates and Forecasts, by Device, 2018 - 2030 (USD Million)
      • 7.2.2.4. U.S. Edge AI Accelerators Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
    • 7.2.3. Canada
      • 7.2.3.1. Canada Edge AI Accelerators Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 7.2.3.2. Canada Edge AI Accelerators Market Estimates and Forecasts, by Processor, 2018 - 2030 (USD Million)
      • 7.2.3.3. Canada Edge AI Accelerators Market Estimates and Forecasts, by Device, 2018 - 2030 (USD Million)
      • 7.2.3.4. Canada Edge AI Accelerators Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
    • 7.2.4. Mexico
      • 7.2.4.1. Mexico Edge AI Accelerators Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 7.2.4.2. Mexico Edge AI Accelerators Market Estimates and Forecasts, by Processor, 2018 - 2030 (USD Million)
      • 7.2.4.3. Mexico Edge AI Accelerators Market Estimates and Forecasts, by Device, 2018 - 2030 (USD Million)
      • 7.2.4.4. Mexico Edge AI Accelerators Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
  • 7.3. Europe
    • 7.3.1. Europe Edge AI Accelerators Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 7.3.1.1. Europe Edge AI Accelerators Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
      • 7.3.1.2. Europe Edge AI Accelerators Market Estimates and Forecasts, by Processor, 2018 - 2030 (USD Million)
      • 7.3.1.3. Europe Edge AI Accelerators Market Estimates and Forecasts, by Device, 2018 - 2030 (USD Million)
      • 7.3.1.4. Europe Edge AI Accelerators Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
    • 7.3.2. U.K.
      • 7.3.2.1. U.K. Edge AI Accelerators Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 7.3.2.2. U.K. Edge AI Accelerators Market Estimates and Forecasts, by Processor, 2018 - 2030 (USD Million)
      • 7.3.2.3. U.K. Edge AI Accelerators Market Estimates and Forecasts, by Device, 2018 - 2030 (USD Million)
      • 7.3.2.4. U.K. Edge AI Accelerators Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
    • 7.3.3. Germany
      • 7.3.3.1. Germany Edge AI Accelerators Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 7.3.3.2. Germany Edge AI Accelerators Market Estimates and Forecasts, by Processor, 2018 - 2030 (USD Million)
      • 7.3.3.3. Germany Edge AI Accelerators Market Estimates and Forecasts, by Device, 2018 - 2030 (USD Million)
      • 7.3.3.4. Germany Edge AI Accelerators Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
    • 7.3.4. France
      • 7.3.4.1. France Edge AI Accelerators Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 7.3.4.2. France Edge AI Accelerators Market Estimates and Forecasts, by Processor, 2018 - 2030 (USD Million)
      • 7.3.4.3. France Edge AI Accelerators Market Estimates and Forecasts, by Device, 2018 - 2030 (USD Million)
      • 7.3.4.4. France Edge AI Accelerators Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
  • 7.4. Asia Pacific
    • 7.4.1. Asia Pacific Edge AI Accelerators Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 7.4.1.1. Asia Pacific Edge AI Accelerators Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
      • 7.4.1.2. Asia Pacific Edge AI Accelerators Market Estimates and Forecasts, by Processor, 2018 - 2030 (USD Million)
      • 7.4.1.3. Asia Pacific Edge AI Accelerators Market Estimates and Forecasts, by Device, 2018 - 2030 (USD Million)
      • 7.4.1.4. Asia Pacific Edge AI Accelerators Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
    • 7.4.2. China
      • 7.4.2.1. China Edge AI Accelerators Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 7.4.2.2. China Edge AI Accelerators Market Estimates and Forecasts, by Processor, 2018 - 2030 (USD Million)
      • 7.4.2.3. China Edge AI Accelerators Market Estimates and Forecasts, by Device, 2018 - 2030 (USD Million)
      • 7.4.2.4. China Edge AI Accelerators Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
    • 7.4.3. Japan
      • 7.4.3.1. Japan Edge AI Accelerators Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 7.4.3.2. Japan Edge AI Accelerators Market Estimates and Forecasts, by Processor, 2018 - 2030 (USD Million)
      • 7.4.3.3. Japan Edge AI Accelerators Market Estimates and Forecasts, by Device, 2018 - 2030 (USD Million)
      • 7.4.3.4. Japan Edge AI Accelerators Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
    • 7.4.4. India
      • 7.4.4.1. India Edge AI Accelerators Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 7.4.4.2. India Edge AI Accelerators Market Estimates and Forecasts, by Processor, 2018 - 2030 (USD Million)
      • 7.4.4.3. India Edge AI Accelerators Market Estimates and Forecasts, by Device, 2018 - 2030 (USD Million)
      • 7.4.4.4. India Edge AI Accelerators Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
    • 7.4.5. Australia
      • 7.4.5.1. Australia Edge AI Accelerators Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 7.4.5.2. Australia Edge AI Accelerators Market Estimates and Forecasts, by Processor, 2018 - 2030 (USD Million)
      • 7.4.5.3. Australia Edge AI Accelerators Market Estimates and Forecasts, by Device, 2018 - 2030 (USD Million)
      • 7.4.5.4. Australia Edge AI Accelerators Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
    • 7.4.6. South Korea
      • 7.4.6.1. South Korea Edge AI Accelerators Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 7.4.6.2. South Korea Edge AI Accelerators Market Estimates and Forecasts, by Processor, 2018 - 2030 (USD Million)
      • 7.4.6.3. South Korea Edge AI Accelerators Market Estimates and Forecasts, by Device, 2018 - 2030 (USD Million)
      • 7.4.6.4. South Korea Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
  • 7.5. Latin America
    • 7.5.1. Latin America Edge AI Accelerators Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 7.5.1.1. Latin America Edge AI Accelerators Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
      • 7.5.1.2. Latin America Edge AI Accelerators Market Estimates and Forecasts, by Processor, 2018 - 2030 (USD Million)
      • 7.5.1.3. Latin America Edge AI Accelerators Market Estimates and Forecasts, by Device, 2018 - 2030 (USD Million)
      • 7.5.1.4. Latin America Edge AI Accelerators Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
    • 7.5.2. Brazil
      • 7.5.2.1. Brazil Edge AI Accelerators Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 7.5.2.2. Brazil Edge AI Accelerators Market Estimates and Forecasts, by Processor, 2018 - 2030 (USD Million)
      • 7.5.2.3. Brazil Edge AI Accelerators Market Estimates and Forecasts, by Device, 2018 - 2030 (USD Million)
      • 7.5.2.4. Brazil Edge AI Accelerators Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
  • 7.6. Middle East and Africa
    • 7.6.1. Middle East and Africa Edge AI Accelerators Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 7.6.1.1. Middle East and Africa Edge AI Accelerators Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
      • 7.6.1.2. Middle East and Africa Edge AI Accelerators Market Estimates and Forecasts, by Processor , 2018 - 2030 (USD Million)
      • 7.6.1.3. Middle East and Africa Edge AI Accelerators Market Estimates and Forecasts, by Device, 2018 - 2030 (USD Million)
      • 7.6.1.4. Middle East and Africa Edge AI Accelerators Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
    • 7.6.2. UAE
      • 7.6.2.1. UAE Edge AI Accelerators Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 7.6.2.2. UAE Edge AI Accelerators Market Estimates and Forecasts, by Processor, 2018 - 2030 (USD Million)
      • 7.6.2.3. UAE Edge AI Accelerators Market Estimates and Forecasts, by Device, 2018 - 2030 (USD Million)
      • 7.6.2.4. UAE Edge AI Accelerators Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
    • 7.6.3. KSA
      • 7.6.3.1. KSA Edge AI Accelerators Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 7.6.3.2. KSA Edge AI Accelerators Market Estimates and Forecasts, by Processor, 2018 - 2030 (USD Million)
      • 7.6.3.3. KSA Edge AI Accelerators Market Estimates and Forecasts, by Device, 2018 - 2030 (USD Million)
      • 7.6.3.4. KSA Edge AI Accelerators Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
    • 7.6.4. South Africa
      • 7.6.4.1. South Africa Edge AI Accelerators Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 7.6.4.2. South Africa Edge AI Accelerators Market Estimates and Forecasts, by Processor, 2018 - 2030 (USD Million)
      • 7.6.4.3. South Africa Edge AI Accelerators Market Estimates and Forecasts, by Device, 2018 - 2030 (USD Million)
      • 7.6.4.4. South Africa Edge AI Accelerators Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)

Chapter 8. Competitive Landscape

  • 8.1. Recent Developments & Impact Analysis, By Key Market Participants
  • 8.2. Vendor Landscape
    • 8.2.1. Company categorization
    • 8.2.2. List of Key Distributors and channel Partners
    • 8.2.3. List of Potential Customers/Listing
  • 8.3. Competitive Dynamics
    • 8.3.1. Competitive Benchmarking
    • 8.3.2. Strategy Mapping
    • 8.3.3. Heat Map Analysis
  • 8.4. Company Profiles/Listing
    • 8.4.1. Apple Inc.
      • 8.4.1.1. Participant's overview
      • 8.4.1.2. Financial performance
      • 8.4.1.3. Device benchmarking
      • 8.4.1.4. Strategic initiatives
    • 8.4.2. EdgeCortix Inc.
      • 8.4.2.1. Participant's overview
      • 8.4.2.2. Financial performance
      • 8.4.2.3. Device benchmarking
      • 8.4.2.4. Strategic initiatives
    • 8.4.3. Hailo Technologies Ltd.
      • 8.4.3.1. Participant's overview
      • 8.4.3.2. Financial performance
      • 8.4.3.3. Device benchmarking
      • 8.4.3.4. Strategic initiatives
    • 8.4.4. Huawei Technologies Co., Ltd.
      • 8.4.4.1. Participant's overview
      • 8.4.4.2. Financial performance
      • 8.4.4.3. Device benchmarking
      • 8.4.4.4. Strategic initiatives
    • 8.4.5. International Business Machines Corporation (IBM)
      • 8.4.5.1. Participant's overview
      • 8.4.5.2. Financial performance
      • 8.4.5.3. Device benchmarking
      • 8.4.5.4. Strategic initiatives
    • 8.4.6. Intel Corporation
      • 8.4.6.1. Participant's overview
      • 8.4.6.2. Financial performance
      • 8.4.6.3. Device benchmarking
      • 8.4.6.4. Strategic initiatives
    • 8.4.7. Google LLC
      • 8.4.7.1. Participant's overview
      • 8.4.7.2. Financial performance
      • 8.4.7.3. Device benchmarking
      • 8.4.7.4. Strategic initiatives
    • 8.4.8. NVIDIA Corporation
      • 8.4.8.1. Participant's overview
      • 8.4.8.2. Financial performance
      • 8.4.8.3. Device benchmarking
      • 8.4.8.4. Strategic initiatives
    • 8.4.9. Qualcomm Technologies, Inc.
      • 8.4.9.1. Participant's overview
      • 8.4.9.2. Financial performance
      • 8.4.9.3. Device benchmarking
      • 8.4.9.4. Strategic initiatives
    • 8.4.10. Rapidus Corporation
      • 8.4.10.1. Participant's overview
      • 8.4.10.2. Financial performance
      • 8.4.10.3. Device benchmarking
      • 8.4.10.4. Strategic initiatives