Frost Radar：边缘人工智慧加速器，2025

Frost Radar: Edge AI Accelerators, 2025

出版日期: 2025年10月29日 | 出版商:

Frost & Sullivan | 英文 57 Pages | 商品交期: 最快1-2个工作天内

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简介目录

一套能够激励企业的标竿体系－推动新业务创建与成长通路的创新

随着自动驾驶汽车、工业自动化、智慧摄影机和机器人等应用对低延迟、注重隐私的人工智慧的需求日益增长，边缘人工智慧加速器市场正在迅速扩张。由于频宽、延迟和资料主权等问题，基于云端的推理面临更多限制，这催生了对设备端人工智慧处理的强劲需求。

专用神经处理单元、异质运算架构和超低功耗设计实现了设备端即时分析，并降低了对集中式资料中心的依赖，从而催生了全新的消费、企业和工业应用场景。凭藉节能架构、成熟的软体堆迭和强大的合作伙伴生态系统，该行业的领导者已做好准备，把握预计到 2030 年全球市场规模将超过 860 亿美元的机会。

Frost & Sullivan公司对产业内的众多公司进行分析。根据领导力及其他特征筛选出的公司将接受详细分析，并根据10项成长和创新标准进行基准测试，以确定其在Frost Radar上的位置。本刊物呈现了每家公司在Frost Radar上的竞争概况，并考虑了它们的优势以及最能发挥这些优势的机会。

The edge AI accelerator market is scaling rapidly as industries demand low-latency, privacy-aware intelligence for autonomous vehicles, industrial automation, smart cameras, robotics, and other applications. Cloud-based inference faces more limits from bandwidth, latency, and data sovereignty concerns, creating a strong pull for on-device AI processing.

Specialized neural processing units, heterogeneous compute fabrics, and ultralow-power designs are enabling real-time analytics directly on devices, reducing the dependence on centralized data centers and unlocking new consumer, enterprise, and industrial use cases. Companies advancing this industry are distinguished by energy-efficient architectures, mature software stacks, and robust partner ecosystems, positioning them to capture an opportunity expected to exceed $86 billion globally by 2030.

Frost & Sullivan analyzes numerous companies in an industry. Those selected for further analysis based on their leadership or other distinctions are benchmarked across 10 Growth and Innovation criteria to reveal their position on the Frost Radar. The publication presents competitive profiles of each company on the Frost Radar considering their strengths and the opportunities that best fit those strengths.