A case for energy-efficient acceleration of graph problems using embedded FPGA-based SoCs

• المؤلفون الرئيسيون: Moorthy, Pradeep, Kapre, Nachiket
• مؤلفون آخرون: School of Computer Science and Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2018
• الموضوعات: Energy Efficiency; Sparse Graphs; DRNTU::Engineering::Computer science and engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/87968; http://hdl.handle.net/10220/45595
• المؤسسة: Nanyang Technological University

Sparse graph problems are notoriously hard to accelerate on conventional platforms due to irregular memory access patterns resulting in underutilization of memory bandwidth. These bottlenecks on traditional x86-based systems mean that sparse graph problems scale very poorly, both in terms of perform...