When running the device from Eclipse, I get a timeout error.

Depending on the connection speed, the rented Android device’s apk transfer rate, this can be caused by exceeding the DDMS default ADB connection timeout setting. Open the Eclipse preferences screen, and from Android > DDMS set ADB connection timeout(ms) to a longer duration such as 300000.