服务器资源负载与故障预警数据集

该数据集记录运维管理平台所监控服务器的核心资源负载数据及故障关联信息，涵盖 CPU 利用率、内存占用、磁盘 IO、网络带宽等关键指标，同时包含硬件故障（如硬盘损坏、电源异常）、系统故障（如进程崩溃、系统死机）的发生时间、影响范围及恢复时长。可用于分析服务器资源使用趋势，提前识别负载过高风险，建立故障预测模型，为服务器扩容、硬件更换及故障应急处理提供数据支撑，保障业务系统稳定运行。This dataset collects core resource load data and fault-associated information for servers monitored by the operation and maintenance management platform. It covers key performance metrics including CPU utilization, memory usage, disk I/O, network bandwidth, and other critical indicators. Additionally, it records the occurrence time, affected scope, and recovery duration of both hardware faults (e.g., hard disk failure, power supply anomalies) and system faults (e.g., process crash, system hang). This dataset can be utilized to analyze server resource usage trends, detect excessive load risks at an early stage, develop fault prediction models, and provide data support for server capacity expansion, hardware replacement, and fault emergency response, thereby ensuring the stable operation of business systems.

搜集汇总

背景与挑战

背景概述

该数据集记录了服务器核心资源负载数据和故障关联信息，包括CPU利用率、内存占用等关键指标，以及硬件和系统故障的详细记录。它用于分析资源使用趋势、识别负载风险，并支持故障预测模型的建立，以优化服务器性能和保障业务稳定运行。