面向Kubernetes的容器立体化监控系统

Multi-dimensional Container Monitoring System for Kubernetes

容器监控是保证容器基础设施正常运行的核心要素之一,然而当前容器监控角度较为单一,尚缺少直观有效的方法协助运维人员快速定位业务容器异常原因.本文设计并实现了一个面向Kubernetes的容器立体化监控系统,通过监控指标相关性分析,把相关性较强的指标作为立体化监控的核心指标提供给运维人员,更好地实现对容器的全局统筹监控.

Container monitoring is one of the most important factors in ensuring the proper functioning of container infrastructure.However,the dimensions of current container monitoring are single,and there is a lack of intuitive and effective methods to assist operation engineers in locating the cause of anomalies in the business container.Therefore,this study proposes a multi-dimensional container monitoring system for Kubernetes.Through the correlation analysis of monitoring metrics,it provides highly relevant metrics as the core metrics of multi-dimensional monitoring for operation engineers and thus better implements comprehensive container monitoring.