Cumulus is a filesystem backup utility that uses cloud storage on Amazon S3. It addresses the scalability issues of tape drives for backup. Cumulus segments files to reduce costs from small file sizes and uses sub-file incrementals to only store changed portions of files between snapshots. Evaluation of Cumulus showed it significantly reduced storage costs and backup time compared to traditional methods.