16 citations · 19 across the 5 of their papers we have counts for
4 papers · 1 filter
A Case for Fine-grain Coherence Specialization in Heterogeneous Systems
Johnathan Alsop, Weon Taek Na, Matthew D. Sinclair +2
Hardware specialization is becoming a key enabler of energyefficient performance. Future systems will be increasingly heterogeneous, integrating multiple specialized and programmab…
Demystifying BERT: Implications for Accelerator Design
Suchita Pati, Shaizeen Aga, Nuwan Jayasena +1
Transfer learning in natural language processing (NLP), as realized using models like BERT (Bi-directional Encoder Representation from Transformer), has significantly improved lang…
The gem5 Simulator: Version 20.0+
Jason Lowe-Power, Abdul Mutaal Ahmad, Ayaz Akram +75
The open-source and community-supported gem5 simulator is one of the most popular tools for computer architecture research. This simulation infrastructure allows researchers to mod…
Optimizing GPU Cache Policies for MI Workloads
Johnathan Alsop, Matthew D. Sinclair, Srikant Bharadwaj +8
In recent years, machine intelligence (MI) applications have emerged as a major driver for the computing industry. Optimizing these workloads is important but complicated. As memor…