We have implemented exhaustive genetic sequence alignment codes on a v
ariety of high performance computers. In this article, we compare and
contrast the implementation issues encountered on different high perfo
rmance computer architecture and the approaches used to overcome these
problems. In addition, we discuss advanced sequence alignment techniq
ues, including context sensitive and multiple sequence alignments.