What does Baidu's infrastructure department probably do? Is it the same department as the basic platform department?

The Infrastructure Department is the former Infrastructure Platform Department.

If you want to know what it is, you can go to /static/jobList.html to search for jobs in infrastructure departments and look at job responsibilities.