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English(EN) Exposing AI Inference as a Telco Network API over the 5G User Plane

新API将AI推理作为5G网络服务启用

研究人员开发了一种名为“按需推理”(Inference on Demand, IoD)的新抽象,通过类似CAMARA的API将拆分式AI推理作为网络服务公开。该系统在5G用户面带内传输感知拆分的张量上下文,使可编程的电信基础设施能够协调应用程序的计算、上下文和连接。在测试平台上的评估表明,自适应拆分选择可以作为面向网络的 خدمة运行,通过使服务意图、运行时分区和张量传输对移动数据平面可见,从而超越简单的卸载。 AI

影响 通过将AI推理能力直接集成到电信基础设施中,实现原生网络AI服务。

排序理由 详细介绍新颖技术方法的学术论文。[lever_c_demoted from research: ic=1 ai=1.0]

在 arXiv cs.AI 阅读 →

AI 生成摘要 · Google Gemini · 来自 1 个来源。 我们如何撰写摘要 →

新API将AI推理作为5G网络服务启用

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6 / 100
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Tool
详细介绍新颖技术方法的学术论文。[lever_c_demoted from research: ic=1 ai=1.0]
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Topics
paper, infra
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报道来源 [1]

  1. arXiv cs.AI TIER_1 English(EN) · Rodrigo Moreira, Larissa Ferreira Rodrigues Moreira, Joberto S. B. Martins, Tereza C. Carvalho, Fl\'avio de Oliveira Silva ·

    将 AI 推理作为 5G 用户面的电信网络 API 暴露

    arXiv:2610.15062v1 Announce Type: new Abstract: Supporting edge Artificial Intelligence (AI) inference as a network service is challenging because current mobile systems can transport tensors but do not expose or understand the inference context that gives those tensors operation…