Time-Series Databases at Scale: Choosing the Right Store Before Cardinality Breaks You Post date June 22, 2026 Post author By Sneha Gullapalli Post categories In ai-observability, data-architecture, observability-database-design, telemetry-data-storage, time-series-cardinality, time-series-database-scaling, timeseries-database, tsdb-retention-strategy