Whovian here, I find some resemblances with Death in Heaven episode (http://tardis.wikia.com/wiki/Death_in_Heaven_%28TV_story%29) but for sure it is not what the OP refers to.

Sounded like Asimov to me but then again I don't know many other sci-fi authors.