Many infrastructure configurations require a fully qualified domain name to set up. How do we set an FQDN on google compute instances? FQDN that can be used internally within the VPC and / or FQDN that can be used externally
Setting up fully qualified domain name in Google Compute Instances
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Here is a documents that explain how the FQDN works in an instance of compute engine.
Maybe this solution fit your needs:
Also you can use Google Cloud DNS and use it as internal DNS by editing the resolv.conf file