The master will be trying to serve binlogs to the old address, but the slave won't know this.
You could monitor the IP address, and stop and start the slave when it changes,
but how will the master know about the address change?
There are free DNS services that will assign a domain name to a dynamic address (all you need to do is run a daemon on your slave that monitors its current IPN and tells the DNS Server when it changes). The master would just use the domain name to talk to the slave (or it can periodically monitor the A record to tell when to change IPNs for the slave's address).
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