A resource scheduling method and apparatus, device and medium

By acquiring network performance indicators and protocol configuration information in fifth-generation mobile communication networks, determining communication costs, and performing adaptive data partitioning, the problem of insufficient response of resource scheduling mechanisms to dynamic network changes is solved, achieving efficient adaptation and optimization of resource scheduling, and improving the system's service quality and resource utilization.

CN122421040APending Publication Date: 2026-07-17XINYANG BRANCH HENAN CO LTD OF CHINA MOBILE COMM CORP +1
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Patent Information

Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
XINYANG BRANCH HENAN CO LTD OF CHINA MOBILE COMM CORP
Filing Date
2026-04-08
Publication Date
2026-07-17

AI Technical Summary

Technical Problem

In fifth-generation mobile communication networks, the existing resource scheduling mechanism lacks cross-layer coordination and has insufficient response capability to dynamic network changes, failing to meet the requirements of time slot-level low latency, resulting in low communication efficiency and resource utilization.

Method used

By acquiring network performance indicators and protocol configuration information of network links, the communication cost is determined, and adaptive data partitioning is performed based on the distribution information of traffic data. Combining the communication cost and data partitioning results, resource scheduling decisions are made under target constraints, thus achieving an organic combination of network status awareness and resource scheduling.

Benefits of technology

It enhances the adaptability of resource scheduling, improves the utilization efficiency of computing resources and the overall service quality of the system, and adapts to the dynamic changes in network environment and business load.

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Abstract

本申请提供一种资源调度方法及其装置、设备和介质。该资源调度方法包括:获取网络链路的网络性能指标、协议配置信息和流量数据的分布信息;基于网络性能指标和协议配置信息的协议时延特征,确定网络链路的通信代价;基于流量数据的分布信息,确定有效数据的分布信息;基于有效数据的分布信息,对有效数据进行划分,获得划分结果,划分结果包括大小不同的多个数据块;在目标约束条件的限制下,基于通信代价和划分结果,确定资源调度方案,用于实现通信资源与计算资源的协同优化调度,且通过感知网络状态、适配数据分布特征,并在约束条件下综合决策,以提升资源利用效率和服务质量。
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