Music Player Analytics

Question

A streaming service hosted in the cloud needs the analytics piece of its player. It logs new songs and every play, and it ranks songs by popularity, where popularity means the number of different people who listened. All state stays in memory, and no method is ever given an unknown song ID or user ID. ...