After running the command devenv.exe /InstallVSTemplates (as detailed here), the Azure Cloud Template remains missing.
I'm running VS2010 Ultimate SP1 and install afterwards Azure SDK using WPI. I restarted my machine but it's still missing. The link below is the screenshot of the missing cloud template including the installed programs in my machine.