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exFAT has been adopted by the SD Card Association as the default file system for SDXC cards larger than 32 GiB.
Before installing exFAT packages you need to make sure you have enabled Universe repository if not then use the following commands
sudo add-apt-repository universe
sudo apt-get update
Install exFAT on ubuntu 15.04
Open the terminal and run the following command
sudo apt-get install exfat-fuse exfat-utils
After the installation your exFAT formated devices should mount automatically.
If you want to mount manually try the following
sudo mkdir /media/exfat
sudo mount -t exfat /dev/sdxx /media/exfat
Where /dev/sdxx is your exFAT Partition
Example
sudo mkdir /media/exfat
sudo mount -t exfat /dev/sdb1 /media/exfat
If you want to unmount the exFAT external drive run the following command
sudo umount /media/exfat