The preferred maintenance schedule for the Exadata Infrastructure for Autonomous Database Dedicated can be specified using the options: Month of the Quarter, Week of the Month, Day of the Week, Start Hour. This allows flexibility in setting up maintenance activities at specific times throughout the quarter, taking into account weeks and days to avoid conflicts and ensure smooth operations.