(imported comment written by jgstew)
You need to increase the value of the setting _BESData_Comm_TimeoutSeconds
of the console machines. Try 180 to see if that helps, otherwise try a higher number.
There is a fixlet available here that will do this:
http://bigfix.me/fixlet/details/3676