metrics collection

Efficient Ops

Jun 6, 2021 · Databases

How We Built a Scalable Database Monitoring System for Real‑Time Alerts

This article details the design and implementation of a comprehensive database monitoring platform that automatically adapts to cluster changes, aggregates host and DB metrics, offers flexible alert templates and strategies, stores data in InfluxDB, and provides customizable dashboards for real‑time insight and incident response.

Database MonitoringInfluxDBPrometheus

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How We Built a Scalable Database Monitoring System for Real‑Time Alerts

vivo Internet Technology

Apr 29, 2020 · Cloud Native

Prometheus Architecture and Design Principles: A Deep Dive into Cloud-Native Monitoring

Prometheus, a CNCF‑graduated, cloud‑native monitoring system, combines pull‑based target discovery, a label‑rich time‑series data model, and four core metric types—gauge, counter, histogram, and summary—to provide near‑real‑time visibility, short‑term retention, alerting via AlertManager, and integration with Grafana and remote storage for scalable observability.

AlertmanagerCNCFPrometheus

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Prometheus Architecture and Design Principles: A Deep Dive into Cloud-Native Monitoring