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12/23/2021
In-storage Processing of I/O Intensive Applications on Computational Storage Drives
Computational storage drives (CSD) are solid-state drives (SSD) empowere...
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07/16/2020
HyperTune: Dynamic Hyperparameter Tuning For Efficient Distribution of DNN Training Over Heterogeneous Systems
Distributed training is a novel approach to accelerate Deep Neural Netwo...
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02/17/2020
STANNIS: Low-Power Acceleration of Deep Neural Network Training Using Computational Storage
This paper proposes a framework for distributed, in-storage training of ...
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02/17/2020