异构Kubernetes集群中的实时资源监控框架

Balqees Talal Hasan, D. Abdullah
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引用次数: 0

摘要

基于容器的虚拟化正迅速成为开发和部署应用程序的标准方法。Kubernetes是一个著名的开源项目,它为容器化的应用程序编排提供了一个平台。在这样一个基于容器的环境中,Kubernetes能够监视集群计算资源以及正在运行的pod的资源需求是至关重要的。本文的目标是介绍一个名为Kube-Monitor的通用框架,用于实时监控异构Kubernetes集群的资源,包括传统的数据中心设备和树莓派设备,以及监控pod资源需求。Kube-Monitor将收集15个不同的集群资源指标,并每5秒更新一次它们的值。因此,Kubernetes操作员可以使用Kube-monitor框架来查看一组全面的不断更新的资源指标。
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Real-Time Resource Monitoring Framework in a Heterogeneous Kubernetes Cluster
Container-based virtualization is quickly becoming the standard method for developing and deploying applications. Kubernetes is a well-known open-source project that provides a platform for containerized application orchestration. In such a container-based environment, it is critical that Kubernetes can monitor the cluster computing resource as well as the resource requirements of the running pods. The goal of this paper is to introduce a generic framework which is named as Kube-Monitor for real-time monitoring of a heterogeneous Kubernetes cluster's resources, which include traditional data center devices and raspberry pi devices, as well as monitoring pod resource requirements. Kube-Monitor will collect 15 different cluster resource metrics and update their values every five seconds. As a result, the Kubernetes operator can use the Kube-monitor framework to view a comprehensive set of continuously updated resource metrics.
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