This talk will show how you can use grafanalib to manage your dashboards, some cool things you can do with it, and talk a little bit about its design & internals.

How Grafana can be used to visualize future data, although default usage is focussed on historical data.

Erik Nordstrom provides an update of TimescaleDB.

The new InfluxDB query language is functional in nature. Conceptually it looks like D3 or jQuery. Functions are chained off each other. This gives greater flexibility for what the language can do and opens up new possibilities for UI builders. This talk will cover the details of the language and user interface ideas that can pair up nicely with it. We'll look at query examples that perform math on metrics, interpolation, and similarity measures.

Paul Dix talks about some of the new updates in InfluxDB.

In this talk Dimitri will talk about their experience integrating Grafana with Prometheus and deploying it at scales - the obstacles they had to overcome and exciting possibilities Grafana has offered Percona.

This story is about how the art of data visualisation can change your whole perspective and help you find the right answers

Amgen has been on a journey to confront the multi-million dollar elephant in the room. Technical debt that had been passed down for 10 years in their monitoring portfolio. But how to overcome inertia and a failure to understand how to maximize internal value for data that belongs to organization to begin with?

Monitoring Kubernetes is vital to understanding the health and performance of a cluster, but which metrics are most important to add to your dashboards and alert on? Jacob will discuss how to most effectively monitor and visualize your Kubernetes cluster using the Grafana Kubernetes plugin and PromQL.

When performance metrics are combined with active user experience and machine learning, we can gain new insights about why a business critical application is slow, what components are involved, and how this impacts users and hardware.