Failure-Dataset-OpenStack

该数据集来源于对OpenStack云计算平台的故障注入实验，涵盖了实例故障、网络故障和存储故障等多种故障类型。它包含一系列故障事件及其注释信息，反映了在不同工作负载场景下云计算平台的故障行为。此外，该数据集具有很高的现实应用价值，被用于评估所提出的智能故障自愈机制，任务旨在云计算系统中进行故障检测与恢复。This dataset is derived from fault injection experiments conducted on the OpenStack cloud computing platform. It covers multiple fault types including instance failures, network failures, and storage failures. It contains a series of fault events and their annotation information, reflecting the fault behaviors of the cloud computing platform under different workload scenarios. Furthermore, this dataset has high practical application value and has been used to evaluate the proposed intelligent fault self-healing mechanism, which aims to implement fault detection and recovery in cloud computing systems.

搜集汇总

背景与挑战

背景概述

该数据集是OpenStack云平台故障数据集，包含三种工作负载（DEPL、NET、STO）下的故障注入实验事件和异常数据，用于软件故障分析和深度学习研究。数据集提供事件序列、异常识别结果和故障标签，支持多种故障模式分类，如实例故障、网络故障等。