V Kalantzis, Y Xi, L Horesh, Y Saad - SIAM Journal on Scientific Computing, 2025 - SIAM
In this paper, we consider the iterative solution of sparse systems of linear algebraic equations under the condition that sparse matrix-vector products with the coefficient matrix …
The resilience behavior of three GMRES prototyped implementations (with Incomplete LU, Flexible and randomized-SVD—based preconditioners) has been analyzed with a soft …
V Kalantzis, Y Xi, L Horesh, Y Saad - arXiv e-prints, 2024 - researchgate.net
In this paper, we consider the iterative solution of sparse systems of linear algebraic equations under the condition that sparse matrix-vector products with the coefficient matrix …
Large scale simulations are used in a variety of application areas in science and engineering to help forward the progress of innovation. Many spend the vast majority of their …
E Coleman, EJ Jensen… - 2018 30th International …, 2018 - ieeexplore.ieee.org
This study seeks to understand the soft error vulnerability of asynchronous iterative methods, with a focus on stationary iterative solvers such as Jacobi. The implementations make use of …
EC Coleman, E Jensen… - Journal of Simulation …, 2018 - articles.jsime.org
As high-performance computing (HPC) platforms progress towards exascale, computational methods must be revamped to successfully leverage them. In particular,(1) asynchronous …