Storing HDF files on azure blob


I'm trying to architect a software on cloud with azure and HDF. Since there
is no clear file system on azure storage I can't get the path to issue HDF
create or open function calls.

Has anyone done any work on cloud with HDF? Any help is greatly appreciated.