The drones are a network of flying surveillance devices used by The Others that come from their Mothership.

A drone flying in the sky

 Initially, people believed that they were being used by the Others too spy and look for any signs of surviving humans. But, it turns out that the drones were being used to monitor the Silencers. To give them their orders and keep tabs on their progress in their duties.