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InfluxDB is a widely used time-series database designed for storing and querying metrics, events, and telemetry data. It’s commonly used for infrastructure monitoring, application instrumentation, and IoT-style workloads where time-based data is central. In many environments, InfluxDB already exists as part of the monitoring or data collection pipeline, and the primary need is simply to visualize that data effectively.

Prometheus is one of the most popular open-source monitoring systems in the world. It’s lightweight, easy to deploy, and pairs beautifully with Grafana for dashboards and alerting. If you're running applications or infrastructure on Linux, Prometheus plus one of many Exporters (Redis, NVIDIA GPU, Nginx, etc.) gives you deep visibility into service performance - quickly and reliably.

Grafana’s MySQL datasource makes it easy to turn raw database rows into clean, interactive dashboards. Whether you're testing out a new monitoring setup or experimenting with time-series data, MySQL + Grafana gives you a powerful foundation for building visualizations quickly.

Looking for reliable Heroku monitoring in 2026? Start with the metrics that matter, pair Heroku’s built-ins with the right add-ons, and add alerts that catch issues before users do.

Datadog is a popular monitoring platform, and one of its key components is DogStatsD which is a customized extension of the original open-source StatsD protocol. DogStatsD adds powerful features like tagging, histograms, and distributions, but it also introduces vendor lock-in. This is because DogStatsD metrics follow a specific wire format that many other monitoring platforms do not natively support.

How to Detect, Alert, and Resolve Memory Issues Before They Cause Downtime When applications scale on Heroku, memory-related issues are among the most common (and most frustrating... -_- ) sources of instability. Two of the most notorious culprits are the R14 (Memory Quota Exceeded) and R15 (Memory Quota Hard Limit) errors.

Looking for the definitive list of mobile game KPIs? Start here. We map each KPI to business goals, show formulas, and point you to dashboards that surface them fast.

Managing team access in Grafana can be tricky—especially as your organization grows. That’s where Grafana access groups (also known as Limited Access Groups in Hosted Graphite) come in. They allow you to define groups of dashboards and restrict which team members can access them. If you’re using Hosted Graphite with Grafana dashboards, this feature helps you organize teams, maintain data privacy, and simplify access control—all while giving users just the permissions they need.

Looking to visualize your Elasticsearch data with Grafana? This tutorial walks you through setting up Grafana and Elasticsearch using Docker, connecting data sources, and building insightful dashboards for log and metric monitoring.