XFS is a file system designed for large storage needs and high performance. It supports large files and directories through its use of extents to track file data locations. XFS provides features like dynamic inode allocation, extended attributes, disk quotas, and crash recovery through write-ahead logging to enable quick recovery of metadata after an unclean shutdown.