Option | Description | Pros | Cons |
---|---|---|---|
kubectl top |
Command-line tool that displays current CPU and memory usage of pods or nodes in a cluster | Easy to use, no additional setup required | Limited functionality, only shows current usage |
Grafana | Open-source analytics and visualization platform that integrates with Prometheus and other data sources to create dashboards and alerts for monitoring cluster resources and performance | Highly flexible and customizable, supports multiple data sources | Can be complex to set up and configure, especially for larger deployments |
Kubernetes Dashboard | Web-based user interface that provides information and management capabilities for cluster resources, including CPU and memory usage charts for pods and nodes | User-friendly interface, easy to set up and use | Not suitable for large clusters due to scalability issues |
Metrics Server | Cluster-wide aggregator of resource usage data that collects metrics from the kubelet on each node and exposes them through the Metrics API | Provides detailed usage statistics across all nodes and pods | Requires additional setup and configuration |
Prometheus | Open-source monitoring system that collects and stores metrics from various sources, including Kubernetes nodes and pods, using a pull modelAlso provides a query language and visualization tools for analyzing the metrics | Highly customizable, can be integrated with other systems | Steep learning curve, requires significant setup and maintenance efforts |
Created
September 1, 2023 19:03
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Overview Table: Kubernetes Resource Monitoring
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