You can turn off your Ad in edit mode.
When you edit your Ad you have an option to turn off your Ad which means your Ad will be inactive and not showing anymore to other users on newsfeed and on your profile connected with that Ad.
Remaining time (Ad plan) for your inactive Ad will continue.