I then checked the arp cache and I never found the VMware host in the arp table. I tried to clear the arp cache of my windows machine and then pinged the guest vm machine. I edited my question because of the the answer provided by Fazer

If you ping that host name, you will be able to get its ip address. This tool just saved me several days of annoyance.

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