Are you using a proxy with SSL? If so, the certificate has to be valid and trusted by the device or it will fail. That is something I have personally run into.
Otherwise, the app is the same code for both Android and iOS so not sure what could be the cause. If you use Safari to access the IP:Port, does the web interface load?