Hi @Hari, I believe that it's not possible yet. See this post. We have to wait Data Science Platform.
I would like to do that too, but for now, this is available just in Private Cloud.
What OS you use? In windows you can use scheduled task to start a Mathematica Package, so you don't have to keep your MMA open.