Siavash Rezaei

21 papers A* 1A 1C 2Journal 10Unranked 6
YearRankTypeTitle / Venue / Authors
2022 — conf
In-storage Processing of I/O Intensive Applications on Computational Storage Drives.
ISQED
Ali Heydarigorji, Mahdi Torabzadehkashi, Siavash Rezaei, Hossein Bobarshad, Vladimir Castro Alves, Pai H. Chou
2022 J jnl
Leveraging Computational Storage for Power-Efficient Distributed Data Analytics.
ACM Trans. Embed. Comput. Syst.
Ali Heydarigorji, Siavash Rezaei, Mahdi Torabzadehkashi, Hossein Bobarshad, Vladimir Castro Alves, Pai H. Chou
2021 J jnl
In-storage Processing of I/O Intensive Applications on Computational Storage Drives.
CoRR
Ali Heydari Gorji, Mahdi Torabzadehkashi, Siavash Rezaei, Hossein Bobarshad, Vladimir Castro Alves, Pai H. Chou
2021 J jnl
Unobtrusive Pain Monitoring in Older Adults With Dementia Using Pairwise and Contrastive Training.
IEEE J. Biomed. Health Informatics
Siavash Rezaei, Abhishek Moturu, Shun Zhao, Kenneth M. Prkachin, Thomas Hadjistavropoulos, Babak Taati
2021 J jnl
Unobtrusive Pain Monitoring in Older Adults with Dementia using Pairwise and Contrastive Training.
CoRR
Siavash Rezaei, Abhishek Moturu, Shun Zhao, Kenneth M. Prkachin, Thomas Hadjistavropoulos, Babak Taati
2020 — conf
Ambient Pain Monitoring in Older Adults with Dementia to Improve Pain Management in Long-Term Care Facilities.
ICMI Companion
Siavash Rezaei, Abhishek Moturu, Shun Zhao, Kenneth M. Prkachin, Thomas Hadjistavropoulos, Babak Taati
2020 J jnl
Cost-effective, Energy-efficient, and Scalable Storage Computing for Large-scale AI Applications.
ACM Trans. Storage
Jae Young Do, Victor da Cruz Ferreira, Hossein Bobarshad, Mahdi Torabzadehkashi, Siavash Rezaei, Ali Heydarigorji, Diego Fonseca Pereira de Souza, Brunno F. Goldstein, Leandro Santiago, Min Soo Kim, Priscila M. V. Lima, Felipe M. G. França, Vladimir Castro Alves
2020 — —
Field Programmable Gate Array (FPGA) Accelerator Sharing.
Siavash Rezaei
2020 J jnl
HyperTune: Dynamic Hyperparameter Tuning For Efficient Distribution of DNN Training Over Heterogeneous Systems.
CoRR
Ali Heydarigorji, Siavash Rezaei, Mahdi Torabzadehkashi, Hossein Bobarshad, Vladimir Castro Alves, Pai H. Chou
2020 A conf
HyperTune: Dynamic Hyperparameter Tuning for Efficient Distribution of DNN Training Over Heterogeneous Systems.
ICCAD
Ali Heydari Gorji, Siavash Rezaei, Mahdi Torabzadehkashi, Hossein Bobarshad, Vladimir Castro Alves, Pai H. Chou
2020 J jnl
STANNIS: Low-Power Acceleration of Deep Neural Network Training Using Computational Storage.
CoRR
Ali Heydarigorji, Mahdi Torabzadehkashi, Siavash Rezaei, Hossein Bobarshad, Vladimir Castro Alves, Pai H. Chou
2020 A* conf
Stannis: Low-Power Acceleration of DNN Training Using Computational Storage Devices.
DAC
Ali Heydari Gorji, Mahdi Torabzadehkashi, Siavash Rezaei, Hossein Bobarshad, Vladimir Castro Alves, Pai H. Chou
2019 — conf
Accelerating HPC Applications Using Computational Storage Devices.
HPCC/SmartCity/DSS
Mahdi Torabzadehkashi, Ali Heydarigorji, Siavash Rezaei, Hossein Bobarshad, Vladimir Castro Alves, Nader Bagherzadeh
2019 C conf
Catalina: In-Storage Processing Acceleration for Scalable Big Data Analytics.
PDP
Mahdi Torabzadehkashi, Siavash Rezaei, Ali Heydarigorji, Hossein Bobarshad, Vladimir Castro Alves, Nader Bagherzadeh
2019 J jnl
Computational storage: an efficient and scalable platform for big data and HPC applications.
J. Big Data
Mahdi Torabzadehkashi, Siavash Rezaei, Ali Heydarigorji, Hossein Bobarshad, Vladimir Castro Alves, Nader Bagherzadeh
2019 — conf
UltraShare: FPGA-based Dynamic Accelerator Sharing and Allocation.
ReConFig
Siavash Rezaei, Eli Bozorgzadeh, Kanghee Kim
2019 J jnl
UltraShare: FPGA-based Dynamic Accelerator Sharing and Allocation.
CoRR
Siavash Rezaei, Eli Bozorgzadeh, Kanghee Kim
2018 — conf
CompStor: An In-storage Computation Platform for Scalable Distributed Processing.
IPDPS Workshops
Mahdi Torabzadehkashi, Siavash Rezaei, Vladimir Castro Alves, Nader Bagherzadeh
2018 C conf
Scalable Multi-Queue Data Transfer Scheme for FPGA-Based Multi-Accelerators.
ICCD
Siavash Rezaei, Kanghee Kim, Eli Bozorgzadeh
2016 — conf
Data-rate-aware FPGA-based acceleration framework for streaming applications.
ReConFig
Siavash Rezaei, César-Alejandro Hernández-Calderón, Saeed Mirzamohammadi, Eli Bozorgzadeh, Alexander V. Veidenbaum, Alex Nicolau, Michael J. Prather
2014 J jnl
Soft error estimation and mitigation of digital circuits by characterizing input patterns of logic gates.
Microelectron. Reliab.
Siavash Rezaei, Seyed Ghassem Miremadi, Hossein Asadi, Mahdi Fazeli