Systems and methods are disclosed herein for uploading data to a cloud system. A plurality of files on a client system is identified for uploading to a cloud system. The plurality of files is associated with metadata, and a respective score is evaluated for each file in the plurality of files by applying a ranking scheme to the metadata. An upload process is initiated for each file in the plurality of files based on each file's respective score.