How to removed device (mender client on ubuntu) and add as new device on hosted mender service

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How to completely clean up mender client on Ubuntu OS and add as new device on hosted mender service. When i tried to decommission device and restart mender-client, all device history is still available on hosted service.

regards
~naresh