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ORCIDHossein Bobarshad
- > Home > Persons > Hossein Bobarshad
Publications
- 2022
[j12]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): 82:1-82:36 (2022)- [c8]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: 1-6 - 2021
- [i5]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 abs/2112.12415 (2021) - 2020
- [j9]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): 21:1-21:37 (2020) - [c7]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: 1-6 - [c6]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: 88:1-88:8 - [i4]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 abs/2002.07215 (2020) - [i3]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 abs/2007.08077 (2020) - 2019
- [j8]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: 100 (2019) - [c5]Mahdi Torabzadehkashi, Ali Heydarigorji, Siavash Rezaei, Hossein Bobarshad, Vladimir Castro Alves, Nader Bagherzadeh:
Accelerating HPC Applications Using Computational Storage Devices. HPCC/SmartCity/DSS 2019: 1878-1885 - [c4]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: 430-437
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