We Migrated from StatsD to Prometheus in One Month

Описание и применение

Перенос метрик из StatsD в Prometheus за один месяц улучшил масштабируемость и наблюдаемость системы Mixpanel.

Задача

StatsD could not scale to Mixpanel’s growing telemetry volume and lacked native support for Prometheus metrics.

Результат

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

Рабочий процесс

• 1. Assessed current StatsD usage and identified pain points
• 2. Designed a migration plan to expose metrics via Prometheus exporters
• 3. Implemented Prometheus exporters for existing services
• 4. Configured Grafana dashboards to replace StatsD visualizations
• 5. Migrated alerting rules to Prometheus Alertmanager
• 6. Performed staged rollouts and validated metric fidelity
• 7. Decommissioned StatsD infrastructure

Доказательства

We migrated from StatsD to Prometheus in one month

Источник

We had to move from StatsD to Prometheus to handle the scale of our telemetry

Источник

We designed a migration plan that exposed metrics via Prometheus exporters

Источник

All metrics are now exposed to Prometheus, visualized in Grafana, and alerting is managed through Prometheus Alertmanager

Источник