1. A method for detecting relationships between systems based on correlations between system workloads, said method comprising: obtaining a set of quantile-based workload data pertaining to a plurality of systems; converting said quantile-based workload data to relative measures if appropriate; computing a correlation coefficient of workloads for a plurality of relevant system combinations; computing a correlation score using a correlation coefficient for each system combination; and providing analysis results in a correlation map.