Summary

Monzo Bank optimized their data retention strategy in Amazon Keyspaces by replacing the traditional Time to Live (TTL) approach with a bulk deletion mechanism. By partitioning time-series data across multiple tables, each representing a specific time bucket, they can efficiently drop entire tables of expired data. This method significantly reduces operational costs associated with per-row TTL deletions.

Data Problems Addressed

Technologies Referenced