Recently, complex moment-based eigensolvers have been actively developed in highly parallel environments to solve large and sparse eigenvalue problems. In this paper, we provide an error resilience strategy of a Rayleigh–Ritz type complex moment-based parallel eigensolver for solving generalized eigenvalue problems. Our strategy is based on an error bound of the eigensolver in the case that soft-errors like bit-flip occur. Using the error bound, we achieve an inherent error resilience of the eigensolver that does not require standard checkpointing and replication techniques in the most time-consuming part.
CITATION STYLE
Imakura, A., Futamura, Y., & Sakurai, T. (2017). An error resilience strategy of a complex moment-based eigensolver. In Lecture Notes in Computational Science and Engineering (Vol. 117, pp. 1–18). Springer Verlag. https://doi.org/10.1007/978-3-319-62426-6_1
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