An optimal sectioning algorithm is presented and completely characterized in terms of both CPU and I/0 requirements. A procedure is then given to enable the optimal choice of sectioning parameters for an arbitrary computer system. This procedure is illustrated for a large scientific computer (CDC 7600), and the sectioning algorithm is shown to be superior to the 2-D FFT implementation for most problems of practical interest. 1 figure, 4 tables.