人工智慧与机器学习：边缘人工智慧

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个工作天内

价格

简介目录

实际优势：

了解人工智慧 (AI) 在边缘设备、闸道器和本机伺服器的应用。
了解边缘人工智慧晶片组的出货量和收入将如何以主要垂直产业和地区成长。
根据边缘人工智慧晶片组架构的相对成长评估相关策略。
与内部和外部利害关係人探讨人工智慧对晶片组出货量和收入的影响。

关键问题解答：

到 2031 年，边缘设备、网关和伺服器中人工智慧硬体的应用将如何发展？
人工智慧晶片组市场将如何依设备类型和垂直产业发展？
边缘人工智慧将面向哪些人工智慧工作负载？
这种成长将如何因地区和晶片组架构而异？到 2031 年，哪种晶片组架构将主导边缘人工智慧领域？

研究亮点：

2024 年至 2031 年边缘人工智慧晶片组出货量与收入预测
依地区、架构、垂直产业、工作负载和用例划分的详细区隔

本报告的目标受众：

受人工智慧影响的各市场中的销售和行销领导者
评估目标市场成长潜力的投资者
正在开发边缘人工智慧产品和策略的人工智慧技术堆迭策略家
寻求深入了解市场规模和新成长领域的晶片组供应商

图 1：边缘人工智慧推理训练晶片组总出货量（依地区划分）架构
图 2：依用例划分的边缘 AI 推理训练晶片总出货量
图 3：依地区划分的边缘 AI 推理训练晶片组总出货量
图 4：以工作负载划分的边缘 AI 推理训练晶片组总出货量
图 5：依市场划分的边缘 AI 推理训练晶片组总出货量
图 6：农业领域边缘 AI 推理训练晶片组的总出货量和收入
图 7：汽车领域边缘 AI 推理训练晶片组的总出货量
图 8：银行和金融领域边缘 AI 推理训练晶片组的总出货量和收入
图 9：蜂巢网路领域边缘 AI 推理训练晶片组的总出货量
图 10：医疗保健领域边缘 AI 推理训练晶片组的总出货量
图 11：总出货量製造业边缘人工智慧推理训练晶片组总出货量
图 12：零售业边缘人工智慧推理训练晶片组总出货量
图 13：机器人产业边缘人工智慧推理训练晶片组总出货量
图 14：智慧建筑边缘人工智慧推理训练晶片组总出货量
图 15：智慧城市边缘人工智慧推理训练晶片组总出货量
图 16：智慧家庭边缘人工智慧推理训练晶片组总出货量
图 17：小型无人机系统边缘人工智慧推理训练晶片组总出货量
图 18：交通运输与物流边缘人工智慧推理训练晶片组总出货量
图 19：公用事业边缘人工智慧推理训练晶片组总出货量
图 20：边缘人工智慧推理训练晶片组总出货量穿戴式装置晶片组
图 21：用于 XR 的边缘 AI 推理训练晶片组总出货量

简介目录

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