That’s why you ship the logs off host to a central collector.
If network egress fails and logs are pushed in real time over a connection with no local backing, you face an ugly tradeoff: either drop log data silently (loss of visibility during the very network partition you need to debug) or apply backpressure to services (potentially hanging applications when logging buffers saturate).