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HTSFinder consists of three computational phases. This pipeline generates all the possibilities of k-mers for every genome individually and then determines their frequency in the entire database. Finally, DNA signatures of every species or strain are obtained in the database or multiple databases that have been involved in the pipeline. HTSFinder implements the parallel and distributed computational tool Hadoop for the second and third phases.