The calculated distance (air line) between East Rutherford and Queens is approximately 17 miles respectively 28 kilometers.
By car or train, the actual journey to Queens is certainly longer, as only the direct route (as the crow flies) between East Rutherford and Queens has been calculated here.
Air line (approximately)
28 kilometers
15 nautical miles