Guest Editor's Introduction.

This article introduces papers and studies published in the February 2003 issue of the periodical "International Journal of Parallel Programming,". The publication contains four of the best papers presented in the 2002 International Symposium on High Performance Computing in Japan. Moreover, the highlights of the published papers are also presented together with the necessary recommendations.