If you are working with a database, especially with time series data, then you have likely faced the challenge of handling high cardinality data.
In particular, time series high cardinality is a common problem in industrial IoT (e.g., manufacturing, oil and gas, utilities, etc.), as well as some monitoring and event data workloads.