---
id: 20260310-T0-12
title: "实时AI服务经济跨设备边云框架"
title_en: "Cross-Device Edge-Cloud Framework for Real-Time AI"
url: https://ai.daily.yangsir.net/daily/20260310-T0-12
issue_date: 2026-03-10
publish_date: 2026-03-09T04:00:00.000Z
source_name: "arXiv cs.AI"
source_url: https://arxiv.org/abs/2603.05614
---

# 实时AI服务经济跨设备边云框架

arXiv论文提出实时AI服务需在设备-边缘-云全域运行，自主AI代理需处理延迟敏感任务、编排多阶段流水线，并受政策和治理约束。该框架为代理计算提供统一资源调度方案，支持动态负载均衡，可提升AI系统跨域协同效率。开发者可基于此框架构建低延迟的分布式AI应用，解决边缘计算资源竞争问题。

## English Version

**Cross-Device Edge-Cloud Framework for Real-Time AI**

arXiv paper argues real-time AI services must run across device-edge-cloud, with autonomous agents handling latency-sensitive tasks, orchestrating multi-stage pipelines under policy/governance constraints. The framework provides unified resource scheduling for agent computing, supporting dynamic load balancing to enhance cross-domain AI collaboration. Developers can build low-latency distributed AI apps solving edge resource competition.

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**来源**：[arXiv cs.AI](https://arxiv.org/abs/2603.05614)

**详情页**：https://ai.daily.yangsir.net/daily/20260310-T0-12

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