Application composition and communication optimization in iterative solvers using FPGAs

• Main Authors: Rafique, Abid, Kapre, Nachiket, Constantinides, George A.
• 其他作者: School of Computer Engineering
• 格式: Conference or Workshop Item
• 語言: English
• 出版: 2013
• 主題: DRNTU::Engineering::Computer science and engineering::Computing methodologies
• 在線閱讀: 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...