When you arrive Dubai you will be landing in Dubai International Airport.
Best rate for flights from Venice to Dubai is KLM Royal Dutch Airlines, Turkish Airlines & Lufthansa.
The cheapest day that you can book a flight from Venice to Dubai is Monday.