Ali Heydarigorji

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 9

Top Topics

Neural Network Training

Storage Devices

Top Venues

ACM Trans. Embed. Comput. Syst.

ACM Trans. Storage

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)
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 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)
Hsinchung Chen, Subramanian Meenakshi, Ali Heydarigorji, Seyede Mahya Safavi, Pai H. Chou, Cheng-Ting Lee, Ruey-Kang Chang
BlueBox: A Complete Recorder for Code-Blue Events in Hospitals. VLSI-DAT (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)