I’ve been building applications with relational databases for years. Everything worked well until I started dealing with high-frequency data — sensor readings, user activity streams, Internet of Things (IoT) telemetry. As the volume of time-stamped records grew into the millions, I saw relational databases struggling with workloads they weren’t designed for.
That’s when I explored time series databases. The performance improvements were significant, but what surprised me was the mental shift required.
The Breaking Point
You’ll know…

![[CITYPNG.COM]White Google Play PlayStore Logo – 1500×1500](https://startupnews.fyi/wp-content/uploads/2025/08/CITYPNG.COMWhite-Google-Play-PlayStore-Logo-1500x1500-1-630x630.png)