Disk detection method and apparatus, electronic device, and storage medium
By constructing and removing outlier datasets, and utilizing online distillation and multi-branch models to detect slow disks, the problems of low accuracy and poor generalization in slow disk detection in distributed storage systems are solved, achieving efficient and accurate slow disk identification and improving system stability.
WO2026114165A1PCT designated stage Publication Date: 2026-06-04CHINA TELECOM CLOUD TECH CO LTD
Patent Information
- Authority / Receiving Office
- WO · WO
- Patent Type
- Applications
- Current Assignee / Owner
- CHINA TELECOM CLOUD TECH CO LTD
- Filing Date
- 2025-11-24
- Publication Date
- 2026-06-04
Smart Images
Figure CN2025137144_04062026_PF_FP_ABST
Abstract
Some embodiments of the present application provide a disk detection method and apparatus, an electronic device, and a storage medium. The method comprises: constructing an initial dataset comprising latency information and throughput information; determining an outlier in the initial dataset, removing the outlier, and generating a target dataset; on the basis of the target dataset, generating an online distillation model for understanding the correspondence between latency and throughput; when disk data of a target disk is acquired, inputting the disk data into the online distillation model, and outputting a slow disk event of the target disk on the basis of the online distillation model; and when the slow disk event meets a preset condition, determining that the target disk is a slow disk. Automatic detection for slow disks is implemented, and the operational stability of distributed storage systems is improved.
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