Installation Failing on Docker Desktop and Windows 10


I am wondering if someone encounter an issue preventing Docker to start. I have tried to re-install Docker and I am facing an issue during the installation with the following message:

Component CommunityInstaller.EnableFeaturesAction failed: Not found
at CommunityInstaller.InstallWorkflow.d__30.MoveNext()
— End of stack trace from previous location where exception was thrown —
at System.Runtime.ExceptionServices.ExceptionDispatchInfo.Throw()
at System.Runtime.CompilerServices.TaskAwaiter.HandleNonSuccessAndDebuggerNotification(Task task)
at CommunityInstaller.InstallWorkflow.d__23.MoveNext()

I found a set of steps on Stackoverflow but they are not helping here: windows subsystem for linux - Installing Docker Desktop 4.5.0 failed: Componet.CommunityInstaller.EnableFeaturesAction failed: Not found - Stack Overflow

Any suggestions?