Parallelizing over a cluster of homogeneous machines
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If you launch several islands using cssh or csshx (mac) the problem is that all processes are started at the same time (within the same second), so all will get the same seed!
The good way to launch runs with really different seeds is:
$./my_algorithm --seed $RANDOM