人工智慧和机器学习

Artificial Intelligence and Machine Learning

出版日期: 2025年09月29日 | 出版商:

ABI Research | 英文 29 Pages | 商品交期: 最快1-2个工作天内

价格

简介目录

具体优势：

识别特定产业中人工智慧 (AI) 解决方案的成长机会，并制定相应的宣传讯息和策略。
向内部和外部利害关係人普及人工智慧对晶片组出货量和收入的影响，涵盖从边缘到云端的整个运算领域。
根据晶片组架构的相对成长评估策略。

关键问题解答：

到 2031 年，边缘设备、闸道器和伺服器中 AI 硬体的采用情况将如何发展？
全球和区域范围内的云端和边缘 AI 市场将如何发展？
边缘 AI 将如何在各个垂直产业中得到应用？
到 2031 年，哪种晶片组架构将主导 AI 领域？

主要发现：

按地区、架构、垂直行业、工作负载和用例对设备、网关和本地伺服器进行详细分析
配备边缘 AI 晶片组的设备在 17 个垂直行业和 4 个地区的出货量
云端与边缘 AI 晶片组架构的演进

本报告的目标受众

AI 晶片组供应商的产品策略家
寻求了解短期和长期垂直行业机会的 AI 解决方案提供商
评估目标市场成长潜力的投资者
受 AI 影响的各市场中的销售和行销领导者

Actionable Benefits:

Identify growth opportunities and formulate the right messaging and strategies for Artificial Intelligence (AI) solutions in specific verticals.
Educate internal and external stakeholders about the impact of AI on chipset shipments and revenue across the compute continuum, from far edge to cloud.
Evaluate strategy based on the relative growth of chipset architectures.

Critical Questions Answered:

How will AI hardware be adopted in edge devices, gateways, and servers until 2031?
How will the cloud and edge AI market evolve over time, both globally and regionally?
How will edge AI be implemented across different verticals?
Which chipset architecture will dominate AI by 2031?

Research Highlights:

Detailed coverage of devices, gateways, and on-premises servers by region, architecture, vertical, workload, and use case.
Shipments of devices with edge AI chipsets by 17 verticals and 4 regions.
Evolution of AI chipset architecture in the cloud and at the edge.

Who Should Read This?

Product strategists at AI chipset vendors.
AI solution providers looking to understand short-term and long-term vertical-specific opportunities.
Investors gauging the potential for growth in the markets covered.
Sales and marketing leaders in diverse markets affected by AI.

Tables

Table 1 Definitions for Major Forecasting Categories
Table 2 Definitions and Data Sources
Table 3 Definitions for Use Cases and Applications
Table 4 Total Shipments and Installed Base for TinyML Devices by Vertical
Table 5 Total Shipments and Installed Base for Edge AI Inference Chipsets in TinyML Devices by Use Case
Table 6 Total Shipments and Revenue for Edge AI Inference Chipsets in TinyML Devices by Region
Table 7 Total Shipments and Revenue for Edge AI Inference Chipsets in TinyML Devices by Architecture
Table 8 Total Shipments and Installed Base for On-Device AI by Vertical
Table 9 Total Shipments and Breakdown of On-Device AI by AI Workload
Table 10 Total Shipments and Installed Base for Edge AI Inference and Training Chipsets in On-Device AI by Use Case
Table 11 Total Shipments and Revenue for Edge AI Inference and Training Chipsets in On-Device AI by Region
Table 12 Total Shipments and Revenue for Edge AI Inference Chipsets in On-Device AI by Architecture
Table 13 Total Shipments and Revenue for Edge AI Training Chipsets in On-Device AI by Architecture
Table 14 Total Shipments and Installed Base for Edge AI Gateways by Vertical
Table 15 Total Shipments and Breakdown of Edge AI Gateways by AI Workload
Table 16 Total Shipments and Revenue for Edge AI Inference and Training Chipsets in Edge AI Gateways by Region
Table 17 Total Shipments and Revenue for Edge AI Inference Chipsets for Edge AI Gateways by Architecture
Table 18 Total Shipments and Revenue for Edge AI Training Chipsets for Edge AI Gateways by Architecture
Table 19 Total Shipments and Installed Base for On-Premises and Edge Cloud AI Servers by Vertical
Table 20 Total Shipments and Breakdown of On-Premises and Edge Cloud AI Servers by AI Workload
Table 21 Total Shipments and Revenue for Edge AI Inference and Training Chipsets in On-Premises and Edge Cloud AI Servers by Region
Table 22 Total Shipments and Revenue for Edge AI Inference Chipsets in On-Premises and Edge Cloud AI Servers by Architecture
Table 23 Total Shipments and Revenue for Edge AI Training Chipsets for On-Premises and Edge Cloud AI Servers by Architecture
Table 24 Total Shipments and Installed Base for TinyML Devices in Agriculture Devices with Edge AI Chipsets
Table 25 Total Shipments and Installed Base for TinyML Devices in Agriculture Devices with Edge AI Chipsets by Use Case
Table 26 Total Shipments and Installed Base for TinyML Devices in Agriculture Devices with Edge AI Chipsets by Region
Table 27 Total Shipments and Revenue for TinyML Chipsets in Agriculture Devices with Edge AI Chipsets by Architecture
Table 28 Total Shipments and Installed Base for On-Device AI in Agriculture Devices with Edge AI Chipsets
Table 29 Total Shipments and Installed Base for On-Device AI in Agriculture Devices with Edge AI Chipsets by Use Case
Table 30 Total Shipments and Installed Base for On-Device AI in Agriculture Devices with Edge AI Chipsets by Application
Table 31 Total Shipments and Installed Base for On-Device AI in Agriculture Devices with Edge AI Chipsets by AI Workload
Table 32 Total Shipments and Revenue for Edge AI Inference and Training Chipsets in Agriculture Devices with Edge AI Chipsets by Region
Table 33 Total Shipments and Revenue for Edge AI Inference Chipsets in Agriculture Devices with Edge AI Chipsets by Architecture
Table 34 Total Shipments and Revenue for Edge AI Training Chipsets in Agriculture Devices with Edge AI Chipsets by Architecture
Table 35 Total Shipments and Breakdown of Edge AI Gateways in Agriculture by AI Workload
Table 36 Total Shipments and Revenue for Edge AI Inference and Training Chipsets for Edge AI Gateways in Agriculture by Region
Table 37 Total Shipments and Revenue for Edge AI Inference Chipsets for Edge AI Gateways in Agriculture by Architecture
Table 38 Total Shipments and Revenue for Edge AI Training Chipsets for Edge AI Gateways in Agriculture by Architecture
Table 39 Total Shipments and Breakdown of On-Premises and Edge Cloud AI Servers in Agriculture by AI Workload
Table 40 Total Shipments and Revenue for Edge AI Inference and Training Chipsets for On-Premises and Edge Cloud AI Servers in Agriculture by Region
Table 41 Total Shipments and Revenue for Edge AI Inference Chipsets for On-Premises and Edge Cloud AI Servers in Agriculture by Architecture
Table 42 Total Shipments and Revenue for Edge AI Training Chipsets for On-Premises and Edge Cloud AI Servers in Agriculture by Architecture
Table 43 Total Shipments and Installed Base for TinyML Devices in Automotive with Edge AI Chipsets
Table 44 Total Shipments and Installed Base for TinyML Devices in Automotive with Edge AI Chipsets by Use Case
Table 45 Total Shipments and Revenue for TinyML Chipsets in Automotive with Edge AI Chipsets by Region
Table 46 Total Shipments and Revenue for TinyML Chipsets in Automotive with Edge AI Chipsets by Architecture
Table 47 Total Shipments and Installed Base for On-Device AI in Automotive with Edge AI Chipsets
Table 48 Total Shipments and Installed Base for On-Device AI in Automotive with Edge AI Chipsets by Use Case
Table 49 Total Shipments and Installed Base for On-Device AI in Automotive with Edge AI Chipsets by Application
Table 50 Total Shipments and Breakdown of On-Device AI in Automotive with Edge AI Chipsets by AI Workload
Table 51 Total Shipments and Revenue for Edge AI Inference and Training Chipsets in Automotive with Edge AI Chipsets by Region
Table 52 Total Shipments and Revenue for Edge AI Inference Chipsets in Automotive with Edge AI Chipsets by Architecture
Table 53 Total Shipments and Revenue for Edge AI Training Chipsets in Automotive with Edge AI Chipsets by Architecture
Table 54 Total Shipments and Installed Base for On-Device AI in Banking and Finance Devices with Edge AI Chipsets
Table 55 Total Shipments and Installed Base for On-Device AI in Banking and Finance Devices with Edge AI Chipsets by Use Case
Table 56 Total Shipments and Installed Base for On-Device AI in Banking and Finance Devices with Edge AI Chipsets by Application
Table 57 Total Shipments and Breakdown of On-Device AI in Banking and Finance Devices with Edge AI Chipsets by AI Workload
Table 58 Total Shipments and Revenue for Edge AI Inference and Training Chipsets in Banking and Finance Devices with Edge AI Chipsets by Region
Table 59 Total Shipments and Revenue for Edge AI Inference Chipsets in Banking and Finance Devices with Edge AI Chipsets by Architecture
Table 60 Total Shipments and Revenue for Edge AI Training Chipsets in Banking and Finance Devices with Edge AI Chipsets by Architecture
Table 61 Total Shipments and Breakdown of Edge AI Gateways in Banking and Finance by AI Workload
Table 62 Total Shipments and Revenue for Edge AI Inference and Training Chipsets for Edge AI Gateways in Banking and Finance by Region
Table 63 Total Shipments and Revenue for Edge AI Inference Chipsets for Edge AI Gateways in Banking and Finance by Architecture
Table 64 Total Shipments and Revenue for Edge AI Training Chipsets for Edge AI Gateways in Banking and Finance by Architecture
Table 65 Total Shipments and Breakdown of On-Premises and Edge Cloud AI Servers in Banking and Finance by AI Workload
Table 66 Total Shipments and Revenue for Edge AI Inference and Training Chipsets for On-Premises and Edge Cloud AI Servers in Banking and Finance by Region
Table 67 Total Shipments and Revenue for Edge AI Inference Chipsets for On-Premises and Edge Cloud AI Servers in Banking and Finance by Architecture
Table 68 Total Shipments and Revenue for Edge AI Training Chipsets for On-Premises and Edge Cloud AI Servers in Banking and Finance by Architecture
Table 69 Total Shipments and Installed Base for TinyML Devices in Cellular Network Devices with Edge AI Chipsets
Table 70 Total Shipments and Installed Base for TinyML Devices in Cellular Network Devices with Edge AI Chipsets by Use Case
Table 71 Total Shipments and Revenue for TinyML Chipsets in Cellular Network Devices with Edge AI Chipsets by Region
Table 72 Total Shipments and Revenue for TinyML Chipsets in Cellular Network Devices with Edge AI Chipsets by Architecture
Table 73 Total Shipments and Installed Base for On-Device AI in Cellular Network Devices with Edge AI Chipsets
Table 74 Total Shipments and Installed Base for On-Device AI in Cellular Network Devices with Edge AI Chipsets by Use Case
Table 75 Total Shipments and Installed Base for On-Device AI in Cellular Network Devices with Edge AI Chipsets by Application
Table 76 Total Shipments and Breakdown of On-Device AI in Cellular Network Devices with Edge AI Chipsets by AI Workload
Table 77 Total Shipments and Revenue for Edge AI Inference and Training Chipsets in Cellular Network Devices with Edge AI Chipsets by Region
Table 78 Total Shipments and Revenue for Edge AI Inference Chipsets in Cellular Network Devices with Edge AI Chipsets by Architecture
Table 79 Total Shipments and Revenue for Edge AI Training Chipsets in Cellular Network Devices with Edge AI Chipsets by Architecture
Table 80 Total Shipments and Breakdown of On-Premises and Edge Cloud AI Servers in Cellular Networks by AI Workload
Table 81 Total Shipments and Revenue for Edge AI Inference and Training Chipsets for On-Premises and Edge Cloud AI Servers in Cellular Networks by Region
Table 82 Total Shipments and Revenue for Edge AI Inference Chipsets for On-Premises and Edge Cloud AI Servers in Cellular Networks by Architecture
Table 83 Total Shipments and Revenue for Edge AI Training Chipsets for On-Premises and Edge Cloud AI Servers in Cellular Networks by Architecture
Table 84 Total Shipments and Installed Base for TinyML Devices in Healthcare Devices with Edge AI Chipsets
Table 85 Total Shipments and Installed Base for TinyML Devices in Healthcare Devices with Edge AI Chipsets by Use Case
Table 86 Total Shipments and Revenue for TinyML Chipsets in Healthcare Devices with Edge AI Chipsets by Region
Table 87 Total Shipments and Revenue for TinyML Chipsets in Healthcare Devices with Edge AI Chipsets by Architecture
Table 88 Total Shipments and Installed Base for On-Device AI in Healthcare Devices with Edge AI Chipsets
Table 89 Total Shipments and Installed Base for On-Device AI in Healthcare Devices with Edge AI Chipsets by Use Case
Table 90 Total Shipments and Installed Base for On-Device AI in Healthcare Devices with Edge AI Chipsets by Application
Table 91 Total Shipments and Breakdown of On-Device AI in Healthcare Devices with Edge AI Chipsets by AI Workload
Table 92 Total Shipments and Revenue for Edge AI Inference and Training Chipsets in Healthcare Devices with Edge AI Chipsets by Region
Table 93 Total Shipments and Revenue for Edge AI Inference Chipsets in Healthcare Devices with Edge AI Chipsets by Architecture
Table 94 Total Shipments and Revenue for Edge AI Training Chipsets in Healthcare Devices with Edge AI Chipsets by Architecture
Table 95 Total Shipments and Breakdown of Edge AI Gateways in Healthcare by AI Workload
Table 96 Total Shipments and Revenue for Edge AI Inference and Training Chipsets for Edge AI Gateways in Healthcare by Region
Table 97 Total Shipments and Revenue for Edge AI Inference Chipsets for Edge AI Gateways in Healthcare by Architecture
Table 98 Total Shipments and Revenue for Edge AI Training Chipsets for Edge AI Gateways in Healthcare by Architecture
Table 99 Total Shipments and Breakdown of On-Premises and Edge Cloud AI Servers in Healthcare by AI Workload
Table 100 Total Shipments and Revenue for Edge AI Inference and Training Chipsets for On-Premises and Edge Cloud AI Servers in Healthcare by Region
Table 101 Total Shipments and Revenue for Edge AI Inference Chipsets for On-Premises and Edge Cloud AI Servers in Healthcare by Architecture
Table 102 Total Shipments and Revenue for Edge AI Training Chipsets for On-Premises and Edge Cloud AI Servers in Healthcare by Architecture
Table 103 Total Shipments and Installed Base for TinyML Devices in Manufacturing Devices with Edge AI Chipsets
Table 104 Total Shipments and Installed Base for TinyML Devices in Manufacturing Devices with Edge AI Chipsets by Use Case
Table 105 Total Shipments and Revenue for TinyML Chipsets in Manufacturing Devices by Region
Table 106 Total Shipments and Revenue for TinyML Chipsets in Manufacturing Devices by Architecture
Table 107 Total Shipments and Installed Base for On-Device AI in Manufacturing Devices with Edge AI Chipsets
Table 108 Total Shipments and Installed Base for On-Device AI in Manufacturing Devices with Edge AI Chipsets by Use Case
Table 109 Total Shipments and Installed Base for On-Device AI in Manufacturing Devices with Edge AI Chipsets by Application
Table 110 Total Shipments and Breakdown of On-Device AI in Manufacturing Devices with Edge AI Chipsets by AI Workload
Table 111 Total Shipments and Revenue for Edge AI Inference and Training Chipsets in Manufacturing Devices with Edge AI Chipsets by Region
Table 112 Total Shipments and Revenue for Edge AI Inference Chipsets in Manufacturing Devices with Edge AI Chipsets by Architecture
Table 113 Total Shipments and Revenue for Edge AI Training Chipsets in Manufacturing Devices with Edge AI Chipsets by Architecture
Table 114 Total Shipments and Breakdown of Edge AI Gateways in Manufacturing by AI Workload
Table 115 Total Shipments and Revenue for Edge AI Inference and Training Chipsets for Edge AI Gateways in Manufacturing by Region
Table 116 Total Shipments and Revenue for Edge AI Inference Chipsets for Edge AI Gateways in Manufacturing by Architecture
Table 117 Total Shipments and Revenue for Edge AI Training Chipsets for Edge AI Gateways in Manufacturing by Architecture
Table 118 Total Shipments and Breakdown of On-Premises and Edge Cloud AI Servers in Manufacturing by AI Workload
Table 119 Total Shipments and Revenue for Edge AI Inference and Training Chipsets for On-Premises and Edge Cloud AI Servers in Manufacturing by Region
Table 120 Total Shipments and Revenue for Edge AI Inference Chipsets for On-Premises and Edge Cloud AI Servers in Manufacturing by Architecture
Table 121 Total Shipments and Revenue for Edge AI Training Chipsets for On-Premises and Edge Cloud AI Servers in Manufacturing by Architecture
Table 122 Total Shipments and Installed Base for TinyML Devices in Personal and Work Devices with Edge AI Chipsets
Table 123 Total Shipments and Installed Base for TinyML Devices in Personal and Work Devices with Edge AI Chipsets by Use Case
Table 124 Total Shipments and Revenue for TinyML Chipsets in Personal and Work Devices by Region
Table 125 Total Shipments and Revenue for TinyML Chipsets in Personal and Work Devices by Architecture
Table 126 Total Shipments and Installed Base for On-Device AI in Personal and Work Devices with Edge AI Chipsets
Table 127 Total Shipments and Installed Base for On-Device AI in Personal and Work Devices with Edge AI Chipsets by Use Case
Table 128 Total Shipments and Breakdown of On-Device AI in Personal and Work Devices with Edge AI Chipsets by Application
Table 129 Total Shipments and Breakdown of On-Device AI in Personal and Work Devices with Edge AI Chipsets by AI Workload
Table 130 Total Shipments and Revenue for Edge AI Inference and Training Chipsets in Personal and Work Devices with Edge AI Chipsets by Region
Table 131 Total Shipments and Revenue for Edge AI Inference Chipsets in Personal and Work Devices with Edge AI Chipsets by Architecture
Table 132 Total Shipments and Revenue for Edge AI Training Chipsets in Personal and Work Devices with Edge AI Chipsets by Architecture
Table 133 Total Shipments and Installed Base for TinyML Devices in Retail Devices with Edge AI Chipsets
Table 134 Total Shipments and Installed Base for TinyML Devices in Retail Devices with Edge AI Chipsets by Use Case
Table 135 Total Shipments and Revenue for TinyML Chipsets in Retail Devices by Region
Table 136 Total Shipments and Revenue for TinyML Chipsets in Retail Devices by Architecture
Table 137 Total Shipments and Installed Base for On-Device AI in Retail Devices with Edge AI Chipsets
Table 138 Total Shipments and Installed Base for On-Device AI in Retail Devices with Edge AI Chipsets by Use Case
Table 139 Total Shipments and Installed Base for On-Device AI in Retail Devices with Edge AI Chipsets by Application
Table 140 Total Shipments and Breakdown of On-Device AI in Retail Devices with Edge AI Chipsets by AI Workload
Table 141 Total Shipments and Revenue for Edge AI Inference and Training Chipsets in Retail Devices with Edge AI Chipsets by Region
Table 142 Total Shipments and Revenue for Edge AI Inference Chipsets in Retail Devices with Edge AI Chipsets by Architecture
Table 143 Total Shipments and Revenue for Edge AI Training Chipsets in Retail Devices with Edge AI Chipsets by Architecture
Table 144 Total Shipments and Breakdown of Edge AI Gateways in Retail by AI Workload
Table 145 Total Shipments and Revenue for Edge AI Inference and Training Chipsets for Edge AI Gateways in Retail by Region
Table 146 Total Shipments and Revenue for Edge AI Inference Chipsets for Edge AI Gateways in Retail by Architecture
Table 147 Total Shipments and Revenue for Edge AI Training Chipsets for Edge AI Gateways in Retail by Architecture
Table 148 Total Shipments and Breakdown of On-Premises and Edge Cloud AI Servers in Retail by AI Workload
Table 149 Total Shipments and Revenue for Edge AI Inference and Training Chipsets for On-Premises and Edge Cloud AI Servers in Retail by Region
Table 150 Total Shipments and Revenue for Edge AI Inference Chipsets for On-Premises and Edge Cloud AI Servers in Retail by Architecture
Table 151 Total Shipments and Revenue for Edge AI Training Chipsets for On-Premises and Edge Cloud AI Servers in Retail by Architecture
Table 152 Total Shipments and Installed Base for TinyML Devices in Robots with Edge AI Chipsets
Table 153 Total Shipments and Installed Base for TinyML Devices in Robots with Edge AI Chipsets by Use Case
Table 154 Total Shipments and Revenue for TinyML Chipsets in Robots by Region
Table 155 Total Shipments and Revenue for TinyML Chipsets in Robots by Architecture
Table 156 Total Shipments and Installed Base for On-Device AI in Robots with Edge AI Chipsets
Table 157 Total Shipments and Installed Base for On-Device AI in Robots with Edge AI Chipsets by Use Case
Table 158 Total Shipments and Installed Base for On-Device AI in Robots with Edge AI Chipsets by Application
Table 159 Total Shipments and Breakdown of On-Device AI in Robots with Edge AI Chipsets by AI Workload
Table 160 Total Shipments and Revenue for Edge AI Inference and Training Chipsets in Robots with Edge AI Chipsets by Region
Table 161 Total Shipments and Revenue for Edge AI Inference Chipsets in Robots with Edge AI Chipsets by Architecture
Table 162 Total Shipments and Revenue for Edge AI Training Chipsets in Robots with Edge AI Chipsets by Architecture
Table 163 Total Shipments and Installed Base for TinyML Devices in sUAS with Edge AI Chipsets
Table 164 Total Shipments and Installed Base for TinyML Devices in sUAS with Edge AI Chipsets by Use Case
Table 165 Total Shipments and Revenue for TinyML Chipsets in sUAS by Region
Table 166 Total Shipments and Revenue for TinyML Chipsets in sUAS by Architecture
Table 167 Total Shipments and Installed Base for On-Device AI in sUAS with Edge AI Chipsets
Table 168 Total Shipments and Installed Base for On-Device AI in sUAS with Edge AI Chipsets by Use Case
Table 169 Total Shipments and Installed Base for On-Device AI in sUAS with Edge AI Chipsets by Application
Table 170 Total Shipments and Breakdown of On-Device AI in sUAS with Edge AI Chipsets by AI Workload
Table 171 Total Shipments and Revenue for Edge AI Inference and Training Chipsets in sUAS with Edge AI Chipsets by Region
Table 172 Total Shipments and Revenue for Edge AI Inference Chipsets in sUAS with Edge AI Chipsets by Architecture
Table 173 Total Shipments and Revenue for Edge AI Training Chipsets in sUAS with Edge AI Chipsets by Architecture
Table 174 Total Shipments and Installed Base for TinyML Devices in Smart Building Devices with Edge AI Chipsets
Table 175 Total Shipments and Installed Base for TinyML Devices in Smart Building Devices with Edge AI Chipsets by Use Case
Table 176 Total Shipments and Revenue for TinyML Chipsets in Smart Building Devices with Edge AI Chipsets by Region
Table 177 Total Shipments and Revenue for TinyML Chipsets in Smart Building Devices with Edge AI Chipsets by Architecture
Table 178 Total Shipments and Installed Base for On-Device AI in Smart Building Devices with Edge AI Chipsets
Table 179 Total Shipments and Installed Base for On-Device AI in Smart Building Devices with Edge AI Chipsets by Use Case
Table 180 Total Shipments and Installed Base for On-Device AI in Smart Building Devices with Edge AI Chipsets by Application
Table 181 Total Shipments and Breakdown of On-Device AI in Smart Building Devices with Edge AI Chipsets by AI Workload
Table 182 Total Shipments and Revenue for Edge AI Inference and Training Chipsets in Smart Building Devices with Edge AI Chipsets by Region
Table 183 Total Shipments and Revenue for Edge AI Inference Chipsets in Smart Building Devices with Edge AI Chipsets by Architecture
Table 184 Total Shipments and Revenue for Edge AI Training Chipsets in Smart Building Devices with Edge AI Chipsets by Architecture
Table 185 Total Shipments and Breakdown of Edge AI Gateways in Smart Buildings by AI Workload
Table 186 Total Shipments and Revenue for Edge AI Inference and Training Chipsets for Edge AI Gateways in Smart Buildings by Region
Table 187 Total Shipments and Revenue for Edge AI Inference Chipsets for Edge AI Gateways in Smart Buildings by Architecture
Table 188 Total Shipments and Revenue for Edge AI Training Chipsets for Edge AI Gateways in Smart Buildings by Architecture
Table 189 Total Shipments and Breakdown of On-Premises and Edge Cloud AI Servers in Smart Buildings by AI Workload
Table 190 Total Shipments and Revenue for Edge AI Inference and Training Chipsets for On-Premises and Edge Cloud AI Servers in Smart Buildings by Region
Table 191 Total Shipments and Revenue for Edge AI Inference Chipsets for On-Premises and Edge Cloud AI Servers in Smart Buildings by Architecture
Table 192 Total Shipments and Revenue for Edge AI Training Chipsets for On-Premises and Edge Cloud AI Servers in Smart Buildings by Architecture
Table 193 Total Shipments and Installed Base for TinyML Devices in Smart City Devices with Edge AI Chipsets
Table 194 Total Shipments and Installed Base for TinyML Devices in Smart City Devices with Edge AI Chipsets by Use Case
Table 195 Total Shipments and Revenue for TinyML Chipsets in Smart City Devices with Edge AI Chipsets by Region
Table 196 Total Shipments and Revenue for TinyML Chipsets in Smart City Devices with Edge AI Chipsets by Architecture
Table 197 Total Shipments and Installed Base for On-Device AI in Smart City Devices with Edge AI Chipsets
Table 198 Total Shipments and Installed Base for On-Device AI in Smart City Devices with Edge AI Chipsets by Use Case
Table 199 Total Shipments and Installed Base for On-Device AI in Smart City Devices with Edge AI Chipsets by Application
Table 200 Total Shipments and Breakdown of On-Device AI in Smart City Devices with Edge AI Chipsets by AI Workload
Table 201 Total Shipments and Revenue for Edge AI Inference and Training Chipsets in Smart City Devices with Edge AI Chipsets by Region
Table 202 Total Shipments and Revenue for Edge AI Inference Chipsets in Smart City Devices with Edge AI Chipsets by Architecture
Table 203 Total Shipments and Revenue for Edge AI Training Chipsets in Smart City Devices with Edge AI Chipsets by Architecture
Table 204 Total Shipments and Breakdown of Edge AI Gateways in Smart City by AI Workload
Table 205 Total Shipments and Revenue for Edge AI Inference and Training Chipsets for Edge AI Gateways in Smart City by Region
Table 206 Total Shipments and Revenue for Edge AI Inference Chipsets for Edge AI Gateways in Smart City by Architecture
Table 207 Total Shipments and Revenue for Edge AI Training Chipsets for Edge AI Gateways in Smart City by Architecture
Table 208 Total Shipments and Breakdown of On-Premises and Edge Cloud AI Servers in Smart City by AI Workload
Table 209 Total Shipments and Revenue for Edge AI Inference and Training Chipsets for On-Premises and Edge Cloud AI Servers in Smart City by Region
Table 210 Total Shipments and Revenue for Edge AI Inference Chipsets for On-Premises and Edge Cloud AI Servers in Smart City by Architecture
Table 211 Total Shipments and Revenue for Edge AI Training Chipsets for On-Premises and Edge Cloud AI Servers in Smart City by Architecture
Table 212 Total Shipments and Installed Base for TinyML Devices in Smart Home Devices with Edge AI Chipsets
Table 213 Total Shipments and Installed Base for TinyML Devices in Smart Home Devices with Edge AI Chipsets by Use Case
Table 214 Total Shipments and Revenue for TinyML Chipsets in Smart Home Devices with Edge AI Chipsets by Region
Table 215 Total Shipments and Revenue for TinyML Chipsets in Smart Home Devices with Edge AI Chipsets by Architecture
Table 216 Total Shipments and Installed Base for On-Device AI in Smart Home Devices with Edge AI Chipsets
Table 217 Total Shipments and Installed Base for On-Device AI in Smart Home Devices with Edge AI Chipsets by Use Case
Table 218 Total Shipments and Installed Base for On-Device AI in Smart Home Devices with Edge AI Chipsets by Application
Table 219 Total Shipments and Breakdown of On-Device AI in Smart Home Devices with Edge AI Chipsets by AI Workload
Table 220 Total Shipments and Revenue for Edge AI Inference and Training Chipsets in Smart Home Devices with Edge AI Chipsets by Region
Table 221 Total Shipments and Revenue for Edge AI Inference Chipsets in Smart Home Devices with Edge AI Chipsets by Architecture
Table 222 Total Shipments and Revenue for Edge AI Training Chipsets in Smart Home Devices with Edge AI Chipsets by Architecture
Table 223 Total Shipments and Breakdown of Edge AI Gateways in Smart Home by AI Workload
Table 224 Total Shipments and Revenue for Edge AI Inference and Training Chipsets for Edge AI Gateways in Smart Home by Region
Table 225 Total Shipments and Revenue for Edge AI Inference Chipsets for Edge AI Gateways in Smart Home by Architecture
Table 226 Total Shipments and Revenue for Edge AI Training Chipsets for Edge AI Gateways in Smart Home by Architecture
Table 227 Total Shipments and Installed Base for TinyML Devices in Transport Logistics Devices with Edge AI Chipsets
Table 228 Total Shipments and Installed Base for TinyML Devices in Transport Logistics Devices with Edge AI Chipsets by Use Case
Table 229 Total Shipments and Revenue for TinyML Chipsets in Transport Logistics Devices with Edge AI Chipsets by Region
Table 230 Total Shipments and Revenue for TinyML Chipsets in Transport Logistics Devices with Edge AI Chipsets by Architecture
Table 231 Total Shipments and Installed Base for On-Device AI in Transport Logistics Devices with Edge AI Chipsets
Table 232 Total Shipments and Installed Base for On-Device AI in Transport Logistics Devices with Edge AI Chipsets by Use Case
Table 233 Total Shipments and Installed Base for On-Device AI in Transport Logistics Devices with Edge AI Chipsets by Application
Table 234 Total Shipments and Breakdown of On-Device AI in Transport Logistics Devices with Edge AI Chipsets by AI Workload
Table 235 Total Shipments and Revenue for Edge AI Inference and Training Chipsets in Transport Logistics Devices with Edge AI Chipsets by Region
Table 236 Total Shipments and Revenue for Edge AI Inference Chipsets in Transport Logistics Devices with Edge AI Chipsets by Architecture
Table 237 Total Shipments and Revenue for Edge AI Training Chipsets in Transport Logistics Devices with Edge AI Chipsets by Architecture
Table 238 Total Shipments and Breakdown of Edge AI Gateways in Transport Logistics by AI Workload
Table 239 Total Shipments and Revenue for Edge AI Inference and Training Chipsets for Edge AI Gateways in Transport Logistics by Region
Table 240 Total Shipments and Revenue for Edge AI Inference Chipsets for Edge AI Gateways in Transport Logistics by Architecture
Table 241 Total Shipments and Revenue for Edge AI Training Chipsets for Edge AI Gateways in Transport Logistics by Architecture
Table 242 Total Shipments and Breakdown of On-Premises and Edge Cloud AI Servers in Transport Logistics by AI Workload
Table 243 Total Shipments and Revenue for Edge AI Inference and Training Chipsets for On-Premises and Edge Cloud AI Servers in Transport Logistics by Region
Table 244 Total Shipments and Revenue for Edge AI Inference Chipsets for On-Premises and Edge Cloud AI Servers in Transport Logistics by Architecture
Table 245 Total Shipments and Revenue for Edge AI Training Chipsets for On-Premises and Edge Cloud AI Servers in Transport Logistics by Architecture
Table 246 Total Shipments and Installed Base for TinyML Devices in Utilities Devices with Edge AI Chipsets
Table 247 Total Shipments and Installed Base for TinyML Devices in Utilities Devices with Edge AI Chipsets by Use Case
Table 248 Total Shipments and Revenue for TinyML Chipsets in Utilities Devices with Edge AI Chipsets by Region
Table 249 Total Shipments and Revenue for TinyML Chipsets in Utilities Devices with Edge AI Chipsets by Architecture
Table 250 Total Shipments and Installed Base for On-Device AI in Utilities Devices with Edge AI Chipsets
Table 251 Total Shipments and Installed Base for On-Device AI in Utilities Devices with Edge AI Chipsets by Use Case
Table 252 Total Shipments and Installed Base for On-Device AI in Utilities Devices with Edge AI Chipsets by Application
Table 253 Total Shipments and Breakdown of On-Device AI in Utilities Devices with Edge AI Chipsets by AI Workload
Table 254 Total Shipments and Revenue for Edge AI Inference and Training Chipsets in Utilities Devices with Edge AI Chipsets by Region
Table 255 Total Shipments and Revenue for Edge AI Inference Chipsets in Utilities Devices with Edge AI Chipsets by Architecture
Table 256 Total Shipments and Revenue for Edge AI Training Chipsets in Utilities Devices with Edge AI Chipsets by Architecture
Table 257 Total Shipments and Breakdown of Edge AI Gateways in Utilities by AI Workload
Table 258 Total Shipments and Revenue for Edge AI Inference and Training Chipsets for Edge AI Gateways in Utilities by Region
Table 259 Total Shipments and Revenue for Edge AI Inference Chipsets for Edge AI Gateways in Utilities by Architecture
Table 260 Total Shipments and Revenue for Edge AI Training Chipsets for Edge AI Gateways in Utilities by Architecture
Table 261 Total Shipments and Breakdown of On-Premises and Edge Cloud AI Servers in Utilities by AI Workload
Table 262 Total Shipments and Revenue for Edge AI Inference and Training Chipsets for On-Premises and Edge Cloud AI Servers in Utilities by Region
Table 263 Total Shipments and Revenue for Edge AI Inference Chipsets for On-Premises and Edge Cloud AI Servers in Utilities by Architecture
Table 264 Total Shipments and Revenue for Edge AI Training Chipsets for On-Premises and Edge Cloud AI Servers in Utilities by Architecture
Table 265 Total Shipments and Installed Base for TinyML Devices in Wearable Devices with Edge AI Chipsets
Table 266 Total Shipments and Installed Base for TinyML Devices in Wearable Devices with Edge AI Chipsets by Use Case
Table 267 Total Shipments and Revenue for TinyML Chipsets in Wearable Devices with Edge AI Chipsets by Region
Table 268 Total Shipments and Revenue for TinyML Chipsets in Wearable Devices with Edge AI Chipsets by Architecture
Table 269 Total Shipments and Installed Base for On-Device AI in Wearable Devices with Edge AI Chipsets
Table 270 Total Shipments and Installed Base for On-Device AI in Wearable Devices with Edge AI Chipsets by Use Case
Table 271 Total Shipments and Installed Base for On-Device AI in Wearable Devices with Edge AI Chipsets by Application
Table 272 Total Shipments and Breakdown of On-Device AI in Wearable Devices with Edge AI Chipsets by AI Workload
Table 273 Total Shipments and Revenue for Edge AI Inference and Training Chipsets in Wearable Devices with Edge AI Chipsets by Region
Table 274 Total Shipments and Revenue for Edge AI Inference Chipsets in Wearable Devices with Edge AI Chipsets by Architecture
Table 275 Total Shipments and Revenue for Edge AI Training Chipsets in Wearable Devices with Edge AI Chipsets by Architecture
Table 276 Total Shipments and Installed Base for TinyML Devices in XR Devices with Edge AI Chipsets
Table 277 Total Shipments and Installed Base for TinyML Devices in XR Devices with Edge AI Chipsets by Use Case
Table 278 Total Shipments and Revenue for TinyML Chipsets in XR Devices by Region
Table 279