人工智慧和機器學習：邊緣人工智慧

Artificial Intelligence and Machine Learning: Edge AI

出版日期: 2026年05月14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

具體益處：

本報告將深入分析人工智慧 (AI) 在邊緣設備、閘道器和本機伺服器的應用。
我們將了解邊緣人工智慧晶片組在主要行業和地區的出貨量和收入成長。
我們根據邊緣人工智慧晶片組架構的相對成長來評估策略。
我們將向內部和外部相關人員通報人工智慧對晶片組出貨量和收入的影響。

重要問題的答案：

到 2031 年，人工智慧硬體將如何在邊緣設備、閘道器和伺服器中應用？
未來，人工智慧晶片組市場在不同設備類型和產業中將如何發展？
邊緣人工智慧主要針對哪些類型的人工智慧工作負載？
這種成長在不同地區和晶片組架構之間有何差異？
到 2031 年，哪種晶片組架構將主導邊緣人工智慧？

調查要點：

2024 年至 2031 年邊緣運算市場 AI 晶片組出貨量和收入預測。
按地區、架構、產業、工作負載和用例進行詳細分類。

本報告的主要目標受眾：

人工智慧對不同市場的銷售和市場經理的影響
評估目標市場成長潛力的投資者
負責整個人工智慧技術棧的負責人，開發前沿人工智慧產品和策略。
晶片組供應商正在尋求更深入地了解市場規模和新的成長領域。

圖 1：邊緣 AI 推理訓練晶片組總出貨量（依架構分類）
圖 2：邊緣 AI 推理訓練晶片組總出貨量（按應用場景分類）
圖 3：邊緣 AI 推理訓練晶片組總出貨量（按地區分類）
圖 4：邊緣 AI 推理訓練晶片組總出貨量（以工作負載分類）
圖 5：邊緣 AI 推理訓練晶片組總出貨量（按行業分類）
圖 6：農業領域邊緣 AI 推理訓練晶片組的總出貨量
圖 7：汽車產業邊緣 AI 推理訓練晶片組的總出貨量
圖 8：銀行和金融業邊緣 AI 推理訓練晶片組的總出貨量
圖 9：蜂巢式網路中邊緣 AI 推理訓練晶片組的總出貨量
圖 10：醫療領域邊緣 AI 推理訓練晶片組的總出貨量
圖 11：製造中邊緣 AI 推理訓練晶片組的總出貨量
圖 12：零售市場邊緣 AI 推理訓練晶片組的總出貨量
圖 13：機器人領域邊緣 AI 推理訓練晶片組的總出貨量
圖 14：智慧建築中邊緣 AI 推理訓練晶片組的總出貨量
圖 15：智慧城市邊緣 AI 推理訓練晶片組總出貨量
圖 16：智慧家庭邊緣 AI 推理訓練晶片組總出貨量
圖 17：小型無人機 (sUAS) 邊緣 AI 推理訓練晶片組的總出貨量
圖 18：交通運輸和物流領域邊緣 AI 推理訓練晶片組的總出貨量。
圖 19：公共產業領域邊緣 AI 推理訓練晶片組的總出貨量。
圖 20：穿戴式裝置邊緣 AI 推理訓練晶片組的總出貨量
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-104

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 of Edge AI Inference Training Chipsets in Agriculture
Chart 7 Total Shipments of Edge AI Inference Training Chipsets in Automotive
Chart 8 Total Shipments 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