We Migrated from StatsD to Prometheus in One Month

说明与用途

团队在一个月内将 StatsD 迁移到 Prometheus，提升了可观测性和告警功能。

问题

The team needed to replace StatsD with a more scalable, queryable monitoring system.

结果

The migration completed in one month, improving metric visibility and alerting while reducing operational overhead.

工作流

• 1. Identified key metrics and their collection points.
• 2. Implemented Prometheus exporters for existing services.
• 3. Configured Prometheus scrape targets and retention policies.
• 4. Migrated dashboards and alerts from StatsD to Prometheus Grafana panels.
• 5. Decommissioned StatsD infrastructure after validation.

证据

We migrated from StatsD to Prometheus in one month

来源

We identified key metrics and their collection points

来源

We implemented Prometheus exporters for existing services

来源