This PDF is a tiny bit old, so I wonder what they'd say today. I guess it depends on how conservative you want to be. RSA has been through a ton of cryptanalysis and peer review and has stood the test of time. Ed25519 is newer. It's highly regarded but hasn't been analyzed as much or used as heavily so you're taking a bit more of a risk.