Metrics with Prometheus & Grafana
Set up Prometheus for collecting cluster and application metrics and visualize them with Grafana.
The Power of Metrics
Metrics are numerical measurements that describe the state and performance of your applications and infrastructure. Think of them as vital signs for your software!
They provide valuable insights into:
- Performance: How fast is your app responding?
- Resource Usage: Is your server running out of memory?
- Availability: Is your service up and running for users?
By tracking metrics, you can understand trends, detect anomalies, and troubleshoot issues proactively.
Meet Prometheus
Prometheus is an open-source monitoring system designed for reliability and scalability. It's a key tool in the cloud-native observability stack.
Its primary job is to:
- Scrape: Collect metrics from configured targets (like your applications).
- Store: Save these metrics in a time-series database.
- Query: Allow you to ask questions about the collected data.
Prometheus helps you get a clear picture of what's happening inside your Kubernetes cluster.
All lessons in this course
- Logging with kubectl logs
- Metrics with Prometheus & Grafana
- Health Checks: Liveness & Readiness Probes
- Distributed Tracing and Events