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VNET-to-VNET: DC in one vnet, error adding VM to domain from other VNET

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I have created the following network configuration:

VNET1Address space:10.0.0.0/16
VNET2Address space: 10.1.0.0/16
VNET3Address space:10.2.0.0/16

I have created three local networks with the same address spaces. I also have created a dynamics routing gateway and defined the gateway IPs on the local networks. I then have used the network configuration files to define the following

VNET1 -> local networks for VNET2 and VNET3
VNET2 -> local networks for VNET1 and VNET3
VNET3 -> local networks for VNET1 and VNET2

I then have set the same shared key for all above combinations.

I have set the DNS to 10.0.1.4 and the second one to 10.0.1.5 in all virtual networks and those two IPs host me AD Domain Controllers.

The problem is now that I cannot reach the domain (when I try to join a newly deployed VM on VNET2 to the domain, it can't reach the domain after entering proper credentials). I also tried pinging the VMs in VNET1 from the VM in VNET1 and cannot get a reply. Same is the other way around - I can't ping the new VM in VNET2 from VNET1 DC.

Does anyone have any ideas?

EDIT:

I have some updates after additional testing. Now I can actually ping back and forth between the VM and the DC. The only issue I am now receiving is event id 4097 with error code 1003 and 1332 when trying to join the domain.

I have validated the firewall doesn't block anything and is currently wide open. The pings are around 80ms.

EDIT:

I updated the LMHOSTS file to include the proper entries to point to the domain and the domain controller and then reloaded the entries (nbtstat -R). Same errors. I added the entries for the VM to the DNS manually, since this was something mentioned a few times in some other posts. Still same errors.


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