There are several places to store the data. This depends on the size of your data (D3PD/NTUP/AOU/ESD):
To run over a large data sample, we need to copy data on the computer farm and then you can process the data using Arcond/Condor. Read here more. Please contact S.Chekanov if you need to copy data on servers of the computer farm.
Usually (but not always), we keep two copies of data: one on the central storage and second version distributed (staged) on the farm. Typically, you need about 1 day to process 1 TB of data. On the computer farm, it should take less than 30 min.
How to get the data from the grid is described here. You can use use either dq2-get or subscription Using data subscription.