I've been using Wifi to connect to the Edison but I've also spotted that the Yokto distribution provides the facility to connect using Network over USB. This can be useful as I've used it on other boards such as the BeagleBone Blue.
https://software.intel.com/en-us/connecting-to-intel-edison-board-using-ethernet-over-usb