Learning Material for Software at Scale?

I am able to take some of my free-time for training outside of work. Are there any good software courses or other types of learning that could teach me a lot about how to handle software at scale?
I already know basics up to intermediate but would like to gain some advanced knowledge. My main questions revolve around network availability, memory issues, cpu issues, and how to measure performance at scale.