I did figure out a way to monitor the Memory, CPU,Network and GPU while running the automated test (Android only)
With help from the android developer, I was able to execute on the current build and use the Android Monitor.
You do have to execute your test using command.addArgument("--no-reset", true);
Once you get it going it's pretty awesome. You can switch from logcat to Monitors to help identify application issues.