What is the significance of event_queue_id in civicrm_mailing_event_delivered table?
It is a foreign key to the civicrm_mailing_event_queue table. It is in lockstep since all your emails are being delivered etc and thence the two tables are in sync. However there is no guarantee of this and you cannot rely on it, hence the need of the foreign key.