一种基于AI驱动的设计仿真平台的GPU资源管理方法及系统

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By using an AI-driven design simulation platform to manage GPU resources and dynamically adjust resource allocation strategies, the problems of resource waste and low utilization in existing technologies are solved, and the simulation tasks are executed efficiently and stably.

CN121807574BActive Publication Date: 2026-07-17WUHAN SINGLE CLOUD NETWORK TECH CO LTD

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Patent Information

Authority / Receiving Office: CN · China
Patent Type: Patents(China)
Current Assignee / Owner: WUHAN SINGLE CLOUD NETWORK TECH CO LTD
Filing Date: 2026-03-10
Publication Date: 2026-07-17

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Abstract

本申请提供了一种基于AI驱动的设计仿真平台的GPU资源管理方法及系统，涉及计算机技术领域，该方法包括：响应于仿真任务的提交事件，对第一特征数据进行处理，生成仿真任务的初始资源模板；基于初始资源模板和GPU硬件状态数据，从预置的资源分配策略库中匹配生成仿真任务对应的资源分配策略；响应于仿真任务开始执行，将采集的第二运行数据与资源分配策略的预期目标输入资源调整模型，得到资源调整指令；根据资源调整指令，对已分配给仿真任务的GPU资源进行调整。本申请提供的一种基于AI驱动的设计仿真平台的GPU资源管理方法及系统，提升了仿真任务执行效率与精度。

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