Your case is fine. AMD's 4th-Gen EPYC Genoa processors can do up to 192 cores and 384 threads in a single machine (2 socket) with TBs of RAM.

In most cloud environments a "core" can be just a thread.

Older machines have had 4-CPU socket based chassis with many cores as well. Definitely doable.