Robust Monitoring with Prometheus and Grafana
Oct 5, 2024
How to set up a complete monitoring stack using Prometheus for metrics and Grafana for visualization.
Observability is key to running reliable systems. Prometheus has emerged as the standard for metric collection in cloud-native environments.
The Architecture
- Exporters: Run on your nodes/apps to expose metrics (e.g.,
node_exporter). - Prometheus Server: Scrapes targets at intervals and stores data.
- Grafana: Connects to Prometheus to visualize the data.
Sample Prometheus Config
global:
scrape_interval: 15s
scrape_configs:
- job_name: 'node'
static_configs:
- targets: ['localhost:9100']
PromQL Basics
PromQL is the query language used by Prometheus.
up: Returns 1 if the target is up.rate(http_requests_total[5m]): Calculates the per-second rate of HTTP requests.
Combine these with Grafana dashboards for powerful insights.