14 citations · 23 across the 4 of their papers we have counts for
4 papers
In-storage Processing of I/O Intensive Applications on Computational Storage Drives
Ali HeydariGorji, Mahdi Torabzadehkashi, Siavash Rezaei +3
Computational storage drives (CSD) are solid-state drives (SSD) empowered by general-purpose processors that can perform in-storage processing. They have the potential to improve b…
HyperTune: Dynamic Hyperparameter Tuning For Efficient Distribution of DNN Training Over Heterogeneous Systems
Ali HeydariGorji, Siavash Rezaei, Mahdi Torabzadehkashi +3
Distributed training is a novel approach to accelerate Deep Neural Networks (DNN) training, but common training libraries fall short of addressing the distributed cases with hetero…
STANNIS: Low-Power Acceleration of Deep Neural Network Training Using Computational Storage
Ali HeydariGorji, Mahdi Torabzadehkashi, Siavash Rezaei +3
This paper proposes a framework for distributed, in-storage training of neural networks on clusters of computational storage devices. Such devices not only contain hardware acceler…
Analysis of Cardiovascular Changes Caused by Epileptic Seizures in Human Photoplethysmogram Signal
Seyede Mahya Safavi, Ninaz Valisharifabad, Robert Sabino +6
Objectives: This study examines human Photoplethysmogram (PPG) along with Electrocardiogram (ECG) signals to study cardiac autonomic imbalance in epileptic seizures. The significan…