Downsampling in Prometheus

Learn about downsampling techniques in Prometheus time series database through this 24-minute conference talk that explores the history, current solutions, and future possibilities for managing TSDB data efficiently. Examine the evolution of downsampling feature requests and understand common use cases where data reduction becomes essential for long-term storage and query performance. Discover practical examples demonstrating how to implement downsampling solutions using existing Prometheus capabilities and tools. Explore upcoming features and proposed enhancements that could enable new deployment architectures and use cases. Understand the boundaries and limitations of what downsampling scenarios will remain outside Prometheus' core scope, helping you make informed decisions about when to use Prometheus versus complementary tools for time series data management.