1. A method comprising: obtaining, at a server computer executing a data management application, a query; identifying, at the server computer, a plurality of temporal table partitions relevant to the query; determining, at the server computer, a plurality of data stores that store the plurality of temporal table partitions; identifying, at the server computer, a data store that stores a highest number of the plurality of temporal table partitions; identifying, at the server computer, a missing temporal table partition that is not stored at the data store; and issuing a command, at the server computer, to copy the missing temporal table partition to the data store.