1. Check your swap space
#swapon --show
2. Turn off your swap before performing the lvm resize
#swapoff -va
3. Now, Resize your LVM partition by 8GB for example (ensure you have enough unused drive space in your lvm file system)
#lvm lvresize /dev/centos/swap -L +8GiB
4.Initialize swap space
#mkswap /dev/centos/swap
5. Re-enable swap space
#swapon -va
Now your swap space should have been increased by additional 8GB.