High-throughput microarrays contain a huge number of genes. Determining the relationships between all these genes is time-consuming computation. In this paper, authors provide parallel algorithm for finding Pearson’s correlation coefficient measured in Affymetrix microarrays. The main idea proposed algorithm, ForkJoinPcc, mimics well-known programming model: fork–join model. MATLAB APIs have be...