Partitioning a domain is a useful way to achieve scalability of a system. The idea behind partitioning is that instead of putting everything in a single place, you divide the dataset or the work into multiple places based on some attribute, which is usually the identifier of the entity.
The division allows us to spread the storage and/or the processing to multiple machines or containers, and allows the horizontal scaling we were seeking to get.