365 citations · 389 across the 6 of their papers we have counts for
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cs.AR2021
Characterizing the Communication Requirements of GNN Accelerators: A Model-Based Approach
Robert Guirado, Akshay Jain, Sergi Abadal +1
Relational data present in real world graph representations demands for tools capable to study it accurately. In this regard Graph Neural Network (GNN) is a powerful tool, wherein…
cs.AR2018★ 365 cited
Exploring Modern GPU Memory System Design Challenges through Accurate Modeling
Mahmoud Khairy, Jain Akshay, Tor Aamodt +1
This paper explores the impact of simulator accuracy on architecture design decisions in the general-purpose graphics processing unit (GPGPU) space. We perform a detailed, quantita…