Same issue here on RHEL6. There's some tuning guides out there that I've tried with no luck, you might try it though and see how it helps.
http://wiki.zenoss.org/ZenOSS_Tuning
My UI is super slow, and it takes me forever to restart zenoss. Hopefully someone has some idea as what to do. My 3.1 install was much faster.