check error log for 503 errors, find out the URL, try to reproduce it.
If you can reproduce it, looking into the root cause and fix it.
trouble shooting tips at
http://www.litespeedtech.com/support/wiki/doku.php?id=litespeed_wiki:php:lsapi#trouble_shooting