人工智慧與機器學習：邊緣人工智慧

Artificial Intelligence and Machine Learning: Edge AI

出版日期: 2025年09月29日 | 出版商:

ABI Research | 英文 11 Pages | 商品交期: 最快1-2個工作天內

價格

簡介目錄

實際優勢：

了解人工智慧 (AI) 在邊緣設備、閘道器和本機伺服器的應用。
了解邊緣人工智慧晶片組的出貨量和收入將如何以主要垂直產業和地區成長。
根據邊緣人工智慧晶片組架構的相對成長評估相關策略。
與內部和外部利害關係人探討人工智慧對晶片組出貨量和收入的影響。

關鍵問題解答：

到 2031 年，邊緣設備、網關和伺服器中人工智慧硬體的應用將如何發展？
人工智慧晶片組市場將如何依設備類型和垂直產業發展？
邊緣人工智慧將面向哪些人工智慧工作負載？
這種成長將如何因地區和晶片組架構而異？到 2031 年，哪種晶片組架構將主導邊緣人工智慧領域？

研究亮點：

2024 年至 2031 年邊緣人工智慧晶片組出貨量與收入預測
依地區、架構、垂直產業、工作負載和用例劃分的詳細區隔

本報告的目標受眾：

受人工智慧影響的各市場中的銷售和行銷領導者
評估目標市場成長潛力的投資者
正在開發邊緣人工智慧產品和策略的人工智慧技術堆疊策略家
尋求深入了解市場規模和新成長領域的晶片組供應商

圖 1：邊緣人工智慧推理訓練晶片組總出貨量（依地區劃分）架構
圖 2：依用例劃分的邊緣 AI 推理訓練晶片總出貨量
圖 3：依地區劃分的邊緣 AI 推理訓練晶片組總出貨量
圖 4：以工作負載劃分的邊緣 AI 推理訓練晶片組總出貨量
圖 5：依市場劃分的邊緣 AI 推理訓練晶片組總出貨量
圖 6：農業領域邊緣 AI 推理訓練晶片組的總出貨量和收入
圖 7：汽車領域邊緣 AI 推理訓練晶片組的總出貨量
圖 8：銀行和金融領域邊緣 AI 推理訓練晶片組的總出貨量和收入
圖 9：蜂巢網路領域邊緣 AI 推理訓練晶片組的總出貨量
圖 10：醫療保健領域邊緣 AI 推理訓練晶片組的總出貨量
圖 11：總出貨量製造業邊緣人工智慧推理訓練晶片組總出貨量
圖 12：零售業邊緣人工智慧推理訓練晶片組總出貨量
圖 13：機器人產業邊緣人工智慧推理訓練晶片組總出貨量
圖 14：智慧建築邊緣人工智慧推理訓練晶片組總出貨量
圖 15：智慧城市邊緣人工智慧推理訓練晶片組總出貨量
圖 16：智慧家庭邊緣人工智慧推理訓練晶片組總出貨量
圖 17：小型無人機系統邊緣人工智慧推理訓練晶片組總出貨量
圖 18：交通運輸與物流邊緣人工智慧推理訓練晶片組總出貨量
圖 19：公用事業邊緣人工智慧推理訓練晶片組總出貨量
圖 20：邊緣人工智慧推理訓練晶片組總出貨量穿戴式裝置晶片組
圖 21：用於 XR 的邊緣 AI 推理訓練晶片組總出貨量

簡介目錄

Product Code: MD-AIMLOD-103

Actionable Benefits:

Identify penetration of Artificial Intelligence (AI) on edge devices, gateways, and on-premises servers.
Understand how edge AI chipset shipments and revenue will grow by key verticals and regions.
Evaluate strategy based on relative growth of edge AI chipset architectures.
Educate internal and external stakeholders about the impact of AI on chipset shipments and revenue.

Critical Questions Answered:

How will AI hardware be adopted in edge devices, gateways, and servers until 2031?
How will the AI chipset market for each device type and vertical develop going forward?
Which AI workloads will edge AI target?
How does this growth differ by region and chipset architecture?
Which chipset architecture will dominate edge AI by 2031?

Research Highlights:

Forecasts for AI chipset shipments and revenue in the edge market from 2024 to 2031.
Detailed breakdowns by region, architecture, vertical, workload, and use case.

Who Should Read This?

Sales and marketing leaders in diverse markets affected by AI.
Investors gauging the potential for growth in the markets covered.
Strategists across the entire AI stack developing edge AI products and strategy.
Chipset vendors seeking greater insight into their market sizes and new growth areas.

Tables

Table 1 Total Shipments and Revenue of Edge AI Inference Training Chipsets by Architecture
Table 2 Total Shipments and Revenue of Edge AI Inference Training Chipsets by Use Case
Table 3 Total Shipments and Revenue of Edge AI Inference Training Chipsets by Region
Table 4 Total Shipments and Revenue of Edge AI Inference Training Chipsets by Workload
Table 5 Total Shipments and Revenue of Edge AI Inference Training Chipsets by Vertical
Table 6 Total Shipments and Revenue of Edge AI Inference Training Chipsets in Agriculture
Table 7 Total Shipments and Revenue of Edge AI Inference Training Chipsets in Automotive
Table 8 Total Shipments and Revenue of Edge AI Inference Training Chipsets in Banking and Finance
Table 9 Total Shipments and Revenue of Edge AI Inference Training Chipsets in Cellular Network
Table 10 Total Shipments and Revenue of Edge AI Inference Training Chipsets in Healthcare
Table 11 Total Shipments and Revenue of Edge AI Inference Training Chipsets in Manufacturing
Table 12 Total Shipments and Revenue of Edge AI Inference Training Chipsets in Retail
Table 13 Total Shipments and Revenue of Edge AI Inference Training Chipsets in Robotics
Table 14 Total Shipments and Revenue of Edge AI Inference Training Chipsets in Smart Building
Table 15 Total Shipments and Revenue of Edge AI Inference Training Chipsets in Smart City
Table 16 Total Shipments and Revenue of Edge AI Inference Training Chipsets in Smart Home
Table 17 Total Shipments and Revenue of Edge AI Inference Training Chipsets in sUAS
Table 18 Total Shipments and Revenue of Edge AI Inference Training Chipsets in Transport Logistics
Table 19 Total Shipments and Revenue of Edge AI Inference Training Chipsets in Utilities
Table 20 Total Shipments and Revenue of Edge AI Inference Training Chipsets in Wearables
Table 21 Total Shipments and Revenue of Edge AI Inference Training Chipsets in XR

Charts

Chart 1 Total Shipments of Edge AI Inference Training Chipsets by Architecture
Chart 2 Total Shipments of Edge AI Inference Training Chipsets by Use Case
Chart 3 Total Shipments of Edge AI Inference Training Chipsets by Region
Chart 4 Total Shipments of Edge AI Inference Training Chipsets by Workload
Chart 5 Total Shipments of Edge AI Inference Training Chipsets by Vertical
Chart 6 Total Shipments and Revenue of Edge AI Inference Training Chipsets in Agriculture
Chart 7 Total Shipments of Edge AI Inference Training Chipsets in Automotive
Chart 8 Total Shipments and Revenue of Edge AI Inference Training Chipsets in Banking and Finance
Chart 9 Total Shipments of Edge AI Inference Training Chipsets in Cellular Network
Chart 10 Total Shipments of Edge AI Inference Training Chipsets in Healthcare
Chart 11 Total Shipments of Edge AI Inference Training Chipsets in Manufacturing
Chart 12 Total Shipments of Edge AI Inference Training Chipsets in Retail
Chart 13 Total Shipments of Edge AI Inference Training Chipsets in Robotics
Chart 14 Total Shipments of Edge AI Inference Training Chipsets in Smart Building
Chart 15 Total Shipments of Edge AI Inference Training Chipsets in Smart City
Chart 16 Total Shipments of Edge AI Inference Training Chipsets in Smart Home
Chart 17 Total Shipments of Edge AI Inference Training Chipsets in sUAS
Chart 18 Total Shipments of Edge AI Inference Training Chipsets in Transport Logistics
Chart 19 Total Shipments of Edge AI Inference Training Chipsets in Utilities
Chart 20 Total Shipments of Edge AI Inference Training Chipsets in Wearables
Chart 21 Total Shipments of Edge AI Inference Training Chipsets in XR