I had a similar experience with Kubuntu on a xps13 from 2016 with only 8GB of RAM and the system suddenly freezing so hard that a hard reboot was required. While looking for the cause, I noticed that the system had only 250 MB of swap space. After increasing that to 10 GB there have been no further instances of freezing so far.