16 citations · 33 across the 7 of their papers we have counts for
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cs.ET2020
TIGER: Topology-aware Assignment using Ising machines Application to Classical Algorithm Tasks and Quantum Circuit Gates
Anastasiia Butko, Ilyas Turimbetov, George Michelogiannakis +3
Optimally mapping a parallel application to compute and communication resources is increasingly important as both system size and heterogeneity increase. A similar mapping problem…
cs.DC2020★ 9 cited
A Computational-Graph Partitioning Method for Training Memory-Constrained DNNs
Fareed Qararyah, Mohamed Wahib, Doğa Dikbayır +2
Many state-of-the-art Deep Neural Networks (DNNs) have substantial memory requirements. Limited device memory becomes a bottleneck when training those models. We propose ParDNN, an…