Switching the Kernel
I’m sure there are maaany ways to switch out the ubuntu kernel, here is what I do. Going from 4.4 to 4.10 as an example.
1. Download the kernel version that you’re after
wget http://kernel.ubuntu.com/~kernel-ppa/mainline/v4.10/linux-headers-4.10.0-041000_4.10.0-041000.201702191831_all.deb
wget http://kernel.ubuntu.com/~kernel-ppa/mainline/v4.10/linux-headers-4.10.0-041000-generic_4.10.0-041000.201702191831_amd64.deb
wget http://kernel.ubuntu.com/~kernel-ppa/mainline/v4.10/linux-image-4.10.0-041000-generic_4.10.0-041000.201702191831_amd64.deb
2. Install the .debs
sudo dpkg -i *.deb
3. Edit grub conf files to update the version
This step is not always necessary, but on some systems I find this has not been done automatically, so I would recommend at least checking these files.
sed -i 's/4.4.0-137-generic/4.10.0-041000-generic/g' /boot/grub/grub.conf
sed -i 's/4.4.0-137-generic/4.10.0-041000-generic/g' /boot/grub/menu.lst
4. Reboot and ssh
reboot
After a minute or two you can ssh back on and run uname -r
to verify your kernel has changed.