Dataset of symptom-fault causal relationships for an IP-based network

The SOFI (Symptom-Fault relationship for IP-Network) dataset contains information about an extensive enterprise network's performance and indicates the well-known faults. It was collected at a different time in several days; it contains about 649 hours of network monitoring. During around 10 hours of that time, the network was fault-induced at different time intervals. It is composed of 34 attributes, one class (F= faulty, NE= healthy network), and 12971 instances.SOFI（Symptom-Fault relationship for IP-Network，IP网络症状-故障关联）数据集收录了某大型企业网络的性能相关信息，并标注了已知的网络故障。该数据集于多日内的不同时段采集，累计包含约649小时的网络监控数据。其中约10小时的监控时段内，网络在不同时间间隔下处于故障诱导状态。该数据集包含34个属性、1个分类标签（F=故障，NE=健康网络），共计12971条样本实例。

搜集汇总

背景与挑战

背景概述

该数据集记录了企业IP网络在不同时间段的性能数据和故障信息，包含34个属性、1个类别标签和12971个实例，适用于网络故障诊断和分析研究。数据集以CSV格式提供，涵盖约649小时的监控数据，其中包含约10小时的故障诱导数据。