Shadow map partitions may be automatically placed based on the location or concentration of sample data depth in eye space. An initial positioning for the partitions may be determined based on user specified budgets for number of partitions, computation time, or memory utilization, in some embodiments. The initial positioning may be refined using a clustering algorithm in some cases.