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You can explore GPU computing through Matlab if you think your program can benefit from massively parallel computations:
Finally, parallel computing features like
spmdcan be used by launching a pool of workers on a node.
Note that the Parallel Computing Toolbox by itself cannot span across multiple nodes, so make sure you request only 1 node to avoid wasting resources.