基于Prometheus的云计算资源全链路监控系统

Full link monitoring system of cloud computing resources based on Prometheus

在云计算环境中,为将所有动态资源全部统筹于平台主机之上,并对其进行全方位的分配与监控,为提升云计算资源全链路监控精度,提出基于Prometheus的云计算资源全链路监控系统。利用云平台整体架构,分析监控系统的功能需求与性能,设计云计算资源全链路操控系统总体架构。在此基础上,设计资源数据库对资源数据进行收集处理,通过已连接的Prometheus数据库主机,完成监控信息的获取与传输,结合中间件设备架构,实现基于Prometheus云计算资源全链路监控系统的设计。实验结果表明,与云端网络型监控系统相比,全链路监控系统在单位运行时间内的动态资源统筹能力更强,能够更好地适应云计算环境的全方位调节与分配需求。

In the cloud computing environment,in order to coordinate all dynamic resources on the platform host,and comprehensively allocate and monitor them,in order to improve the accuracy of full link monitoring of cloud computing resources,a full link monitoring system of cloud computing resources based on Prometheus is proposed. Using the overall architecture of the cloud platform,analyze the functional requirements and performance of the monitoring system,and design the overall architecture of the full link control system of cloud computing resources. On this basis,the resource database is designed to collect and process the resource data, complete the acquisition and transmission of monitoring information through the connected Prometheus database host,and realize the design of full link monitoring system based on Prometheus cloud computing resources in combination with middleware equipment architecture. The experimental results show that compared with the cloud network monitoring system,the full link monitoring system has stronger dynamic resource planning ability in unit running time,and can better meet the all-round adjustment and allocation requirements of cloud computing environment.