The artwork on the cover is by Hillary Fayle, and it alludes to a number of concepts related to the book:

Gap filling. Reads (horizontal black lines), contigs (gray rectangles), and their suffix-prefix overlaps (diagonal lines) are the vertices and edges of a graph, in which an optimal path is sought that connects the two contigs (solid diagonal lines). Illustration by Leena Salmela.