Hello,
The aggregates are multidimensional data structures with similar structure that of an Infocube. When you are using aggregates, the data volume for each query is reduced considerably, as the data is stored in a compressed form. This in turn helps in improving the performance for queries. You can check the table RSDDAGGRDIR to check the directory of Aggregates.
Regards,
Rohit