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stubbornjava-webapp/ui/src/posts/grafana-cloud-dropwizard-metrics-reporter.hbs

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<div class="anchored-md">
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{{#assign "markdown"}}
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Time series metrics reporting and alerting and an essential tool when it comes to monitoring production services. Graphs help you monitor trends over time, identify spikes in load / latency, identify bottlenecks with constrained resources, etc. [Dropwizard Metrics](https://metrics.dropwizard.io/4.0.0/) is a great library for collecting metrics and has a lot of features out of the box including various [JVM metrics](/posts/monitoring-your-jvm-with-dropwizard-metrics). There are also many third party library hooks for collections metrics on HikariCP connections pools, Redis client connections, HTTP client connections, and many more.
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Time series metrics reporting and alerting is an essential tool when it comes to monitoring production services. Graphs help you monitor trends over time, identify spikes in load / latency, identify bottlenecks with constrained resources, etc. [Dropwizard Metrics](https://metrics.dropwizard.io/4.0.0/) is a great library for collecting metrics and has a lot of features out of the box including various [JVM metrics](/posts/monitoring-your-jvm-with-dropwizard-metrics). There are also many third party library hooks for collections metrics on HikariCP connections pools, Redis client connections, HTTP client connections, and many more.
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Once metrics are being collected we need a time series datastore as well as a graphing and alerting system to get the most out of our metrics. This example will be utilizing [Grafana Cloud](https://grafana.com/cloud) which offers cloud hosted [Grafana](https://grafana.com/) a graphing and alerting application that hooks into many datasources, as well as two options for time series datasources [Graphite](https://graphiteapp.org/) and [Prometheus](https://prometheus.io/). [StubbornJava](https://www.stubbornjava.com) has public facing Grafana dashboards that will continue to add new metrics as new content is added. Take a look at the [StubbornJava Overview](https://stubbornjava.grafana.net/d/sYu06dviz/stubbornjava-overview?orgId=1) dashboard to start with.
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