One suggestion if you haven’t done it already, assign a static IP address to the My Cloud through the router’s administration screen.
Also while the My Cloud is showing a blue LED access the My Cloud Dashboard and review the Alert Notifications to see if the My Cloud is indicating a specific problem like loss of network signal.
As a troubleshooting step try putting a switch between the router and the My Cloud.