When you book a meeting with the wrong assignee or with the wrong guest, you can delete the meeting in Google from the "Trash Can" icon within the event.
By default, the meeting is deleted in Salesforce, and if you use the round-robin algorithm, it will not count against the fairness of meetings distribution.
Your admin has the option to change these settings from workspace settings.