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EdgeAgent:在CPU-GPU统一内存架构上编排端侧多智能体LLM推理
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2026年10月5日,arXiv Multiagent Systems 频道发布一手报道,介绍面向端侧统一内存架构与多智能体工作负载的跨层推理系统 EdgeAgent。该系统采用零拷贝 UMA 感知张量并行、非对称内存布局、按序列可预测性动态分配 draft 预算,以及异步挂起让出机制,以缓解工具调用停顿。目前报道仅给出方法概述,未披露实验数据、基准结果或开源信息。
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Oct 5, 2026
- arXiv · Multiagent SystemsEdgeAgent:在 CPU-GPU 统一内存架构上编排端侧多智能体系统的 LLM 推理
EdgeAgent 是面向端侧统一内存架构与多智能体工作负载的跨层推理系统,用零拷贝 UMA 感知张量并行、非对称内存布局、按序列可预测性动态分配 draft 预算,以及异步挂起让出机制缓解工具调用停顿。
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