Hi,
I have activate temporally the "Development error reporting" in the Joomla configuration and I've got this message.
Fatal error: Allowed memory size of 134217728 bytes exhausted (tried to allocate 26 bytes) in /home/ubook/ubook.igrouphost.com/libraries/joomla/database/database/mysql.php on line 712
Your blank page was a 500 error page.
I think that, there is too much data to load in some categories so, the mysql crashes.
When you made a query with Joomla, Joomla would load all data in memory.
I don't have the same Joomla version as you so I don't know what contains the line 712 but I think this is the direction for the investigation.
Regards,