A FedEx plane at the company's distribution hub at the Los Angeles International Airport.

FedEx on Wednesday reported higher second-quarter earnings, but the numbers fell short of analysts' expectations.

FedEx shares fell in premarket trading following the announcement. (Get the latest FedEx quote here.)