Implement a partition strategy based on the data's size, as this is the most important attribute for time-series data performance.

Create a partition strategy based on the time interval of the data, such as hourly, daily, or monthly partitions, to improve query performance and reduce the amount of data scanned.

Use a hash-based partitioning method to distribute the data evenly across multiple partitions, regardless of the data's characteristics.

Do not implement any partition strategy, as the time-series data does not require optimization for query performance.