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Is anyone here working with (sparse) matrices of size million by million? If so, I would like to know what software you use and any special techniques employed.

PS: I am currently working a project where I need to find eigen value of huge matrices. The best I have been able to do so far, is with Matlab for sparse matrix with size around 5x10

^{5}by 5x10

^{5}.