Backblaze Disk Stats Dataset
收藏arXiv2025-09-30 收录
下载链接：
https://www.backblaze.com/b2/hard-drive-test-data.html
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资源简介：
该数据集包含了自2013年以来每天收集的数据中心可运行硬盘的信息，其中包括硬盘信息以及早期错误检测的指标。此外，数据集还包含了19个时间序列的SMART特征，用于预测硬盘故障。规模上，该数据集大约有700万个样本，其中约0.05%被标记为故障样本。任务目标是进行硬盘故障预测。
This dataset contains operational information on hard disk drives (HDDs) in data centers, collected daily since 2013. The collected data includes hard disk drive details and early error detection metrics. Additionally, the dataset includes 19 time-series SMART features for hard disk failure prediction. In terms of scale, the dataset has approximately 7 million samples, with about 0.05% of them labeled as faulty samples. The task objective of this dataset is hard disk failure prediction.
提供机构：
Backblaze
