You can see an open source version of "big iron" networking gear, both hardware [1] and software [2]. They also use ASICs for most of the work and run Linux on the host CPU (so they can be managed like normal servers).

[1] https://code.facebook.com/posts/843620439027582/facebook-ope... [2] https://github.com/facebook/fboss