Hi Venkat,
Once you compress data of Infocube you cannot delete requestwise data.
To achieve deletion of data you need to go for selective deletion option.
Suppose you want to delete 2012 year data , of particular company code, pass these parameters in selective deletion screen. Start immediately once finish load the data for same parameters from source again.
Hope this helps.
Regards,