Application composition and communication optimization in iterative solvers using FPGAs

• Main Authors: Rafique, Abid, Kapre, Nachiket, Constantinides, George A.
• Other Authors: School of Computer Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2013
• Subjects: DRNTU::Engineering::Computer science and engineering::Computing methodologies
• Online Access: https://hdl.handle.net/10356/98626; http://hdl.handle.net/10220/17397
• Institution: Nanyang Technological University

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...