由於技術的進步和人工智慧應用的普及，邊緣人工智慧 (AI) 硬體市場正在經歷快速成長。邊緣人工智慧是指在更靠近源頭（智慧型手機、物聯網設備和自動駕駛汽車等設備上）處理數據，而不是依賴集中式雲端數據中心。半導體晶片的最新創新，例如專用 AI 處理器和神經形態運算，顯著提高了邊緣設備的效率和功率。
最新的方法包括開發低功耗人工智慧晶片和邊緣運算框架，旨在邊緣高效運行機器學習模型。這些技術支援即時數據處理，減少延遲並提高智慧家庭、工業自動化和自主系統等應用中的決策速度。
隨著企業對更快、更可靠的人工智慧驅動解決方案的需求日益增長，邊緣人工智慧硬體正在獲得發展動力。由於邊緣設備可以在本地處理資料而無需將其傳輸到雲端，從而對敏感資訊提供更多控制，因此市場進一步受到對改善隱私和安全性的需求的推動。預計這一趨勢將繼續推動市場成長。
Frequently Asked Questions
The market is segmented based on Global Edge Artificial Intelligence (AI) Hardware Market Segmentation, By Device (Smartphones, Cameras, Robots, Wearable, Smart Speaker, Automotive, and Smart Mirror), Processors (Central Processing Unit (CPU), Graphics Processing Unit (GPU), Application-Specific Integrated Circuit (ASIC) and Others), Power Consumption (Less than 1W, 1-3W, 3-5W, 5-10W, and More than 10W), Process (Training and Inference), End User Industry (Consumer Electronics, Smart Home, Automotive and Transportation, Government, Healthcare, Industrial, Aerospace and Defence, Construction, and Others) – Industry Trends and Forecast to 2032
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The Global Edge Ai Hardware Market size was valued at USD 1.86 USD Billion in 2024.
The Global Edge Ai Hardware Market is projected to grow at a CAGR of 20.84% during the forecast period of 2025 to 2031.
The major players operating in the market include Cisco, IBM, Intel Corporation, SAMSUNG, Google, Microsoft, Micron Technology, NVIDIA Corporation, Oracle, Arm Limited, Xilinx, Advanced Micro Devices, Dell, Hewlett Packard Enterprises Development LP, Habana Labs Ltd, Facebook, Synopsys, Nutanix, Pure Storage, Amazon Web Services.
The market report covers data from the U.S., Canada and Mexico in North America, Germany, France, U.K., Netherlands, Switzerland, Belgium, Russia, Italy, Spain, Turkey, Rest of Europe in Europe, China, Japan, India, South Korea, Singapore, Malaysia, Australia, Thailand, Indonesia, Philippines, Rest of Asia-Pacific (APAC) in the Asia-Pacific (APAC), Saudi Arabia, U.A.E, South Africa, Egypt, Israel, Rest of Middle East and Africa (MEA) as a part of Middle East and Africa (MEA), Brazil, Argentina and Rest of South America as part of South America.
