I would do most of my troubleshooting in the Debug Bar plugin along with the Debug Bar extender plugin.
This plugin gives you detailed access to everything that is going on behind the scenes. It can also detail memory usage and execution time for each function and database query along with where it was called from.
I would start by doing some checking with the tool then come back here if you get stuck on anything.