They're distribution centers for major retailers. All the stuff that gets imported from China or wherever comes in containers by ship into the port in Newark/Elizabeth. Trucks carry the containers from the port to the distribution centers, and truckloads of shipments to stores (or to your door) come out of the distribution center.
Distribution center - Wikipedia, the free encyclopedia
Many of the larger distribution centers are over a million square feet.