
Grafana query caching integrated with Amazon Timestream enables faster, more cost-effective operational dashboards by caching frequently accessed queries, reducing load times by up to 99% and decreasing database costs and throttling risks.


<div><p>This article explains how to use Grafana query caching with Amazon Timestream to improve dashboard performance and reduce costs.</p><ul><li>Grafana query caching stores frequently accessed data locally, eliminating redundant database queries</li><li>Cache keys use data source, query, and time range; subsequent loads with similar ranges are nearly instantaneous</li><li>Reduces dashboard load times, lowers query costs, and prevents throttling of requests</li><li>Configure caching per data source instance with customizable time-to-live (TTL) settings</li><li>Cache stampedes can occur when multiple users load dashboards simultaneously without cached data</li><li>Time range rounding increases cache hits but may cause full re-queries for non-aligned time ranges</li><li>Timestream offers one-month free trial and free tier for experimentation</li></ul><p>Grafana query caching with Timestream significantly improves operational dashboard performance while reducing infrastructure costs through intelligent result caching.</p></div>


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