Siavash Rezaei

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 19

Top Topics

Top Venues

ACM Trans. Embed. Comput. Syst.

Publications

Ali Heydarigorji, Siavash Rezaei, Mahdi Torabzadehkashi, Hossein Bobarshad, Vladimir Castro Alves, Pai H. Chou
Leveraging Computational Storage for Power-Efficient Distributed Data Analytics. ACM Trans. Embed. Comput. Syst. 21 (6) (2022)
Ali Heydarigorji, Mahdi Torabzadehkashi, Siavash Rezaei, Hossein Bobarshad, Vladimir Castro Alves, Pai H. Chou
In-storage Processing of I/O Intensive Applications on Computational Storage Drives. ISQED (2022)
Siavash Rezaei, Abhishek Moturu, Shun Zhao, Kenneth M. Prkachin, Thomas Hadjistavropoulos, Babak Taati
Unobtrusive Pain Monitoring in Older Adults with Dementia using Pairwise and Contrastive Training. CoRR (2021)
Siavash Rezaei, Abhishek Moturu, Shun Zhao, Kenneth M. Prkachin, Thomas Hadjistavropoulos, Babak Taati
Unobtrusive Pain Monitoring in Older Adults With Dementia Using Pairwise and Contrastive Training. IEEE J. Biomed. Health Informatics 25 (5) (2021)
Ali Heydari Gorji, Mahdi Torabzadehkashi, Siavash Rezaei, Hossein Bobarshad, Vladimir Castro Alves, Pai H. Chou
In-storage Processing of I/O Intensive Applications on Computational Storage Drives. CoRR (2021)
Siavash Rezaei, Abhishek Moturu, Shun Zhao, Kenneth M. Prkachin, Thomas Hadjistavropoulos, Babak Taati
Ambient Pain Monitoring in Older Adults with Dementia to Improve Pain Management in Long-Term Care Facilities. ICMI Companion (2020)
Ali Heydari Gorji, Siavash Rezaei, Mahdi Torabzadehkashi, Hossein Bobarshad, Vladimir Castro Alves, Pai H. Chou
HyperTune: Dynamic Hyperparameter Tuning for Efficient Distribution of DNN Training Over Heterogeneous Systems. ICCAD (2020)
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
Cost-effective, Energy-efficient, and Scalable Storage Computing for Large-scale AI Applications. ACM Trans. Storage 16 (4) (2020)
Ali Heydari Gorji, Mahdi Torabzadehkashi, Siavash Rezaei, Hossein Bobarshad, Vladimir Castro Alves, Pai H. Chou
Stannis: Low-Power Acceleration of DNN Training Using Computational Storage Devices. DAC (2020)
Ali Heydarigorji, Mahdi Torabzadehkashi, Siavash Rezaei, Hossein Bobarshad, Vladimir Castro Alves, Pai H. Chou
STANNIS: Low-Power Acceleration of Deep Neural Network Training Using Computational Storage. CoRR (2020)
Ali Heydarigorji, Siavash Rezaei, Mahdi Torabzadehkashi, Hossein Bobarshad, Vladimir Castro Alves, Pai H. Chou
HyperTune: Dynamic Hyperparameter Tuning For Efficient Distribution of DNN Training Over Heterogeneous Systems. CoRR (2020)
Mahdi Torabzadehkashi, Siavash Rezaei, Ali Heydarigorji, Hossein Bobarshad, Vladimir Castro Alves, Nader Bagherzadeh
Catalina: In-Storage Processing Acceleration for Scalable Big Data Analytics. PDP (2019)
Mahdi Torabzadehkashi, Siavash Rezaei, Ali Heydarigorji, Hossein Bobarshad, Vladimir Castro Alves, Nader Bagherzadeh
Computational storage: an efficient and scalable platform for big data and HPC applications. J. Big Data 6 (2019)
Siavash Rezaei, Eli Bozorgzadeh, Kanghee Kim
UltraShare: FPGA-based Dynamic Accelerator Sharing and Allocation. CoRR (2019)
Siavash Rezaei, Eli Bozorgzadeh, Kanghee Kim
UltraShare: FPGA-based Dynamic Accelerator Sharing and Allocation. ReConFig (2019)
Mahdi Torabzadehkashi, Ali Heydarigorji, Siavash Rezaei, Hossein Bobarshad, Vladimir Castro Alves, Nader Bagherzadeh
Accelerating HPC Applications Using Computational Storage Devices. HPCC/SmartCity/DSS (2019)
Siavash Rezaei, Kanghee Kim, Eli Bozorgzadeh
Scalable Multi-Queue Data Transfer Scheme for FPGA-Based Multi-Accelerators. ICCD (2018)
Mahdi Torabzadehkashi, Siavash Rezaei, Vladimir Castro Alves, Nader Bagherzadeh
CompStor: An In-storage Computation Platform for Scalable Distributed Processing. IPDPS Workshops (2018)
Siavash Rezaei, César-Alejandro Hernández-Calderón, Saeed Mirzamohammadi, Eli Bozorgzadeh, Alexander V. Veidenbaum, Alex Nicolau, Michael J. Prather
Data-rate-aware FPGA-based acceleration framework for streaming applications. ReConFig (2016)
Siavash Rezaei, Seyed Ghassem Miremadi, Hossein Asadi, Mahdi Fazeli
Soft error estimation and mitigation of digital circuits by characterizing input patterns of logic gates. Microelectron. Reliab. 54 (6-7) (2014)