How to use database for internet of things

I have raspberry so I can send data from raspberry pi to database such as I can send the picture taken by raspberry pi to MySQL Database installed on my window PC. My confusion is that, In what case, we installed database on raspberry pi and In what case we installed database on windows for the purpose internet of things. Remember my question is regarding internet of things.

I spent an hour reading on internet but I didn't understand