The new VAT regime is now in place in the UAE. Hosting an event in the UAE will, in most cases, trigger the reqirement to register. This will allow you to claim back the VAT on expenses. Most participants from outside the UAE can avoid being charged VAT based on special regulations.
Keep in mind that registration is required from the first sale.