The OP's problem is that "the DHCP server" is Windows ICS. AFAIK, there
is no way to configure ICS or to look at its internal workings (such as
a DHCP client table). Looking at the LAN with the tools you discuss at
you linked page is probably the only thing the OP can do.
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