For Ubuntu (which I don't use), you'd need a 3rd party updated kernel repo, to use a patched kernel from that.
It's not an instantaneous exploit, it takes a lot of iteration over the network. A lot of cloud network providers are mitigating it by dropping options at the border, but unless you test and confirm that, you should assume it's possible for a motivated-enough attacker to compromise your server.