一种数据预读方法、装置、设备及介质

By dynamically adjusting the pre-read scheduling parameters, the problem of resource control imbalance in data block pre-read technology is solved, and an adaptive pre-read strategy is realized to optimize resource utilization and business performance.

CN122196046BActive Publication Date: 2026-07-17SHENZHEN INST OF COMPUTING SCI

Patent Information

Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
SHENZHEN INST OF COMPUTING SCI
Filing Date
2026-05-18
Publication Date
2026-07-17

AI Technical Summary

Technical Problem

Existing data block prefetching technology suffers from resource imbalance, affecting normal business operations, making it difficult to adapt to dynamic environments, and leading to resource waste and business performance bottlenecks.

Method used

By dynamically adjusting parameters based on the pre-read scheduling cycle, the frequency of pre-read task issuance, cache dwell time, and data heat level are monitored and optimized in real time. An adaptive pre-read strategy closed loop is constructed, and the execution strategy of pre-read tasks is dynamically adjusted to adapt to changes in system load.

Benefits of technology

This approach achieves the goal of optimizing resource utilization efficiency while ensuring system performance, ensuring the dynamic adaptability of the pre-read strategy to the system environment, and avoiding resource waste and business performance bottlenecks.

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Abstract

本发明公开了一种数据预读方法、装置、设备及介质,数据预读方法包括步骤:基于第一预读调度周期预设的第一预读调度参数,执行第一预读调度周期内的第一预读任务,并获得对应的第一预读数据集;根据第一预读数据集,获取与第一预读任务的执行情况相关的第一执行状态信息;根据第一执行状态信息,对第一预读调度参数进行调整,获得第二预读调度周期的第二预读调度参数;根据第二预读调度参数,执行第二预读调度周期内的第二预读任务。本方法通过执行第一预读调度周期内的第一预读任务,获取第一执行状态信息,进而调整第一预读调度参数,获得第二预读调度参数,从而实现更精准、更高效的数据预读,在保障系统性能的同时维持最优的资源利用效率。
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