1. A system for resemblance compression comprising: a processor configured to: divide a data stream into a plurality of segments; for a segment of the plurality of segments: compute a summary feature set for the segment; determine whether the segment resembles a stored segment using the summary feature set; and in the event that the segment resembles the stored segment, store the segment as a composite of the stored segment and one or more deltas, wherein the stored segment corresponds to a base segment and the one or more deltas at least correspond to a difference between two different segments.