65 citations · 67 across the 8 of their papers we have counts for
4 papers · 1 filter
GRAINS: Storage-Aware Algorithm-Architecture Co-Design Enabling High-Performance and Low-Cost Graph-Based Genome Analysis
Nika Mansouri Ghiasi, Harun Mustafa, Talu Güloglu +8
Graph-based representations of genome sequences have emerged as a powerful approach for representing massive genomic databases in an expressive and efficient way. Despite their ben…
Puppeteer: A Random Forest-based Manager for Hardware Prefetchers across the Memory Hierarchy
Furkan Eris, Marcia S. Louis, Kubra Eris +2
Over the years, processor throughput has steadily increased. However, the memory throughput has not increased at the same rate, which has led to the memory wall problem in turn inc…
An Electro-Photonic System for Accelerating Deep Neural Networks
Cansu Demirkiran, Furkan Eris, Gongyu Wang +7
The number of parameters in deep neural networks (DNNs) is scaling at about 5 the rate of Moore's Law. To sustain this growth, photonic computing is a promising avenue, as…
Custom Tailored Suite of Random Forests for Prefetcher Adaptation
Furkan Eris, Sadullah Canakci, Cansu Demirkiran +1
To close the gap between memory and processors, and in turn improve performance, there has been an abundance of work in the area of data/instruction prefetcher designs. Prefetchers…