CINECA HPC Job Failure Dataset
收藏arXiv2025-09-30 收录
下载链接：
https://github.com/francescoantici/job-failure-predictor/
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资源简介：
该数据集是从意大利CINECA高性能计算中心的生产机器中提取的，用于预测高性能计算系统中的作业失败。该数据集包含了作业特性的信息，并用于评估离线和在线作业失败预测模型。这些数据来自于一个小型集群，在几个月的时间内执行了各种作业。其任务是对作业失败进行预测。
This dataset is extracted from the production machines of the CINECA High-Performance Computing Center in Italy, and is used for predicting job failures in high-performance computing (HPC) systems. It contains information on job characteristics and is employed to evaluate both offline and online job failure prediction models. The data originates from a small-scale cluster that executed various jobs over a period of several months. The core task of this dataset is to predict job failures.
提供机构：
CINECA HPC Centre
