Is there a way to install Avahi or Samba on Ubuntu Core 16.04 (RPI3) . I need to have my device discovered by name not by IP.

I suggest you look at the short mDNS implementation used by snapweb; it relies on a Go module called github.com/presotto/go-mdns-sd:

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