When I work with large assemblies and save them to PLM it takes a long time to complete the operation.

After the initial save, perform Unlock on all components you must not change. During the save operation, the Take Ownership List dialog box displays a list of all unlocked writable files. Ensure you only select the files that you changed.

For further information, see:

Saving and unlocking a file
Saving to PLM