An SSD-based eigensolver for spectral analysis on billion-node graphs

Da Zheng, Randal Burns, Joshua Vogelstein +2

Many eigensolvers such as ARPACK and Anasazi have been developed to compute eigenvalues of a large sparse matrix. These eigensolvers are limited by the capacity of RAM. They run in…