Although state-of-the-art Next-Generation sequencing (NGS) technologies generate an adequate amount of sufficient quality data for de novo genome assembly of organisms for which the reference sequence is not known yet, the genome assembly process itself is still a major challenge for bioinformaticians. In this article, we will try to outline the issue of assembly and show possible solutions.