There are many network simulators and emulators such as NS-3, OPNET, OMNET, CORE, etc. But most of them have scalability issues. Suggest a network simulator that can run large scale networks with at least more than 2000 broadcast domains.
I would suggest you try NetSim. However you would need NetSim Pro which can simulate 10k+ nodes.
But 2000 broadcast domains - means how many nodes do you have in mind?
This is a useful article on how to program large scale simulations involving thousands of devices in NetSim
https://tetcos.freshdesk.com/a/solutions/articles/14000119600
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