Answer recommended by moderator
Suchitra, thank you for the assist. I did some additional digging and found a git repo for Site Recovery from Azure that included a hotfix for additional kernels.
Link: New kernel support for Mobility Agent Hotfix
Running the above hotfix added the kernel needed and got replications running again.
