Application composition and communication optimization in iterative solvers using FPGAs

• المؤلفون الرئيسيون: Rafique, Abid, Kapre, Nachiket, Constantinides, George A.
• مؤلفون آخرون: School of Computer Engineering
• التنسيق: Conference or Workshop Item
• اللغة: English
• منشور في: 2013
• الموضوعات: DRNTU::Engineering::Computer science and engineering::Computing methodologies
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/98626; http://hdl.handle.net/10220/17397

We consider the problem of minimizing communication with off-chip memory and composition of multiple linear algebra kernels in iterative solvers for solving large-scale eigenvalue problems and linear systems of equations. While GPUs may offer higher throughput for individual kernels, overall applica...