kruX is a software for identifying expression quantitative trait loci (eQTLs) that uses matrix multiplications to simultaneously calculate the Kruskal-Wallis test statistic for several millions of marker-trait combinations at once.
Details are described in the paper: kruX: matrix-based non-parametric eQTL discovery