3 papers
cs.AR2021
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…
cs.DC2020
Specializing Coherence, Consistency, and Push/Pull for GPU Graph Analytics
Giordano Salvador, Wesley H. Darvin, Muhammad Huzaifa +3
This work provides the first study to explore the interaction of update propagation with and without fine-grained synchronization (push vs. pull), emerging coherence protocols (GPU…
cs.AR2019
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…