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Behzad Salami 0001
Person information
- affiliation: Barcelona Supercomputing Center, Spain
Other persons with the same name
- Behzad Salami 0002 — University of Guelph, Canada
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Books and Theses
- 2018
- [b1]Behzad Salami:
Aggressive undervolting of FPGAs : power & reliability trade-offs. Polytechnic University of Catalonia, Spain, 2018
Journal Articles
- 2023
- [j5]Ataberk Olgun
, Juan Gómez-Luna
, Konstantinos Kanellopoulos
, Behzad Salami
, Hasan Hassan
, Oguz Ergin
, Onur Mutlu
:
PiDRAM: A Holistic End-to-end FPGA-based Framework for Processing-in-DRAM. ACM Trans. Archit. Code Optim. 20(1): 8:1-8:31 (2023) - 2022
- [j4]Fahrettin Koc
, Behzad Salami
, Oguz Ergin
, Osman S. Unsal
, Adrián Cristal Kestelman:
Can We Trust Undervolting in FPGA-Based Deep Learning Designs at Harsh Conditions? IEEE Micro 42(3): 57-65 (2022) - [j3]Ismail Emir Yüksel
, Behzad Salami
, Oguz Ergin
, Osman Sabri Unsal
, Adrián Cristal Kestelman:
MoRS: An Approximate Fault Modeling Framework for Reduced-Voltage SRAMs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(6): 1663-1673 (2022) - 2017
- [j2]Behzad Salami
, Gorker Alp Malazgirt, Oriol Arcas-Abella
, Arda Yurdakul, Nehir Sönmez
:
AxleDB: A novel programmable query processing platform on FPGA. Microprocess. Microsystems 51: 142-164 (2017) - 2016
- [j1]Oriol Arcas-Abella
, Adrià Armejach
, Timothy Hayes
, Gorker Alp Malazgirt, Oscar Palomar
, Behzad Salami
, Nehir Sönmez
:
Hardware Acceleration for Query Processing: Leveraging FPGAs, CPUs, and Memory. Comput. Sci. Eng. 18(1): 80-87 (2016)
Conference and Workshop Papers
- 2024
- [c21]Elias Perdomo
, Alexander Kropotov
, Francelly Katherine Cano Ladino
, Syed Zafar
, Teresa Cervero
, Xavier Martorell Bofill
, Behzad Salami
:
Makinote: An FPGA-Based HW/SW Platform for Pre-Silicon Emulation of RISC-V Designs. RAPIDO@HiPEAC 2024: 29-34 - 2023
- [c20]Ataberk Olgun, Majd Osseiran, Abdullah Giray Yaglikçi, Yahya Can Tugrul, Haocong Luo, Steve Rhyner, Behzad Salami, Juan Gómez-Luna, Onur Mutlu:
An Experimental Analysis of RowHammer in HBM2 DRAM Chips. DSN-S 2023: 151-156 - 2022
- [c19]Ataberk Olgun, Juan Gómez-Luna, Konstantinos Kanellopoulos, Behzad Salami, Hasan Hassan, Oguz Ergin
, Onur Mutlu:
PiDRAM: An FPGA-based Framework for End-to-end Evaluation of Processing-in-DRAM Techniques. ISVLSI 2022: 267-272 - 2021
- [c18]Seyed Saber Nabavi Larimi, Behzad Salami, Osman S. Unsal, Adrián Cristal Kestelman, Hamid Sarbazi-Azad, Onur Mutlu:
Understanding Power Consumption and Reliability of High-Bandwidth Memory with Voltage Underscaling. DATE 2021: 517-522 - [c17]Marc Perelló Bacardit, Behzad Salami:
Reduced-voltage OmpSs@FPGA: A Demonstration. FPL 2021: 389 - 2020
- [c16]Behzad Salami, Konstantinos Parasyris, Adrián Cristal, Osman S. Unsal, Xavier Martorell, Paul Carpenter, Raúl de la Cruz, Leonardo Bautista-Gomez, Daniel A. Jiménez, Carlos Álvarez
, Seyed Saber Nabavi Larimi, Sergi Madonar, Miquel Pericàs, Pedro Trancoso
, Mustafa Abduljabbar
, Jing Chen, Pirah Noor Soomro, Madhavan Manivannan, Micha vor dem Berge, Stefan Krupop, Frank Klawonn, Al Mekhlafi, Sigrun May, Tobias Becker
, Georgi Gaydadjiev
, Hans Salomonsson, Devdatt P. Dubhashi, Oron Port, Yoav Etsion, Do Le Quoc, Christof Fetzer, Martin Kaiser
, Nils Kucza, Jens Hagemeyer, René Griessl, Lennart Tigges, Kevin Mika, A. Hüffmeier, Marcelo Pasin, Valerio Schiavoni
, Isabelly Rocha, Christian Göttel, Pascal Felber
:
LEGaTO: Low-Energy, Secure, and Resilient Toolset for Heterogeneous Computing. DATE 2020: 169-174 - [c15]Behzad Salami, Erhan Baturay Onural, Ismail Emir Yuksel, Fahrettin Koc, Oguz Ergin
, Adrián Cristal Kestelman, Osman S. Unsal, Hamid Sarbazi-Azad, Onur Mutlu:
An Experimental Study of Reduced-Voltage Operation in Modern FPGAs for Neural Network Acceleration. DSN 2020: 138-149 - [c14]Erhan Baturay Onural, Ismail Emir Yuksel, Behzad Salami:
Demonstrating Reduced-Voltage FPGA-Based Neural Network Acceleration for Power-Efficiency. FPL 2020: 371 - [c13]Kamyar Givaki, Behzad Salami, Reza Hojabr, S. M. Reza Tayaranian, Ahmad Khonsari, Dara Rahmati
, Saeid Gorgin
, Adrián Cristal, Osman S. Unsal:
On the Resilience of Deep Learning for Reduced-voltage FPGAs. PDP 2020: 110-117 - 2019
- [c12]Oyku Melikoglu, Oguz Ergin
, Behzad Salami, Julian Pavon, Osman S. Unsal, Adrián Cristal:
A Novel FPGA-Based High Throughput Accelerator For Binary Search Trees. HPCS 2019: 612-619 - [c11]Dimitris Gizopoulos, George Papadimitriou, Athanasios Chatzidimitriou, Vijay Janapa Reddi, Behzad Salami, Osman S. Unsal, Adrián Cristal Kestelman, Jingwen Leng:
Modern Hardware Margins: CPUs, GPUs, FPGAs Recent System-Level Studies. IOLTS 2019: 129-134 - [c10]Behzad Salami
, Osman S. Unsal, Adrián Cristal Kestelman:
Evaluating Built-In ECC of FPGA On-Chip Memories for the Mitigation of Undervolting Faults. PDP 2019: 242-246 - 2018
- [c9]Adrián Cristal, Osman S. Unsal, Xavier Martorell, Paul Carpenter, Raúl de la Cruz, Leonardo Bautista-Gomez, Daniel Jiménez-González
, Carlos Álvarez
, Behzad Salami
, Sergi Madonar, Miquel Pericàs, Pedro Trancoso
, Micha vor dem Berge, Gunnar Billung-Meyer, Stefan Krupop, Wolfgang Christmann, Frank Klawonn
, Amani Mihklafi, Tobias Becker
, Georgi Gaydadjiev
, Hans Salomonsson
, Devdatt P. Dubhashi, Oron Port, Yoav Etsion, Vesna Nowack, Christof Fetzer, Jens Hagemeyer, Thorsten Jungeblut
, Nils Kucza, Martin Kaiser
, Mario Porrmann
, Marcelo Pasin
, Valerio Schiavoni
, Isabelly Rocha, Christian Göttel, Pascal Felber
:
LEGaTO: towards energy-efficient, secure, fault-tolerant toolset for heterogeneous computing. CF 2018: 276-278 - [c8]Behzad Salami
, Osman S. Unsal, Adrián Cristal:
Fault Characterization Through FPGA Undervolting. FPL 2018: 85-88 - [c7]Behzad Salami
, Osman S. Ünsal, Adrián Cristal:
A Demo of FPGA Aggressive Voltage Downscaling: Power and Reliability Tradeoffs. FPL 2018: 451-452 - [c6]Behzad Salami
, Osman S. Unsal, Adrián Cristal Kestelman:
Comprehensive Evaluation of Supply Voltage Underscaling in FPGA on-Chip Memories. MICRO 2018: 724-736 - [c5]Adrián Cristal, Osman S. Unsal, Xavier Martorell, Paul Carpenter, Raúl de la Cruz, Leonardo Bautista-Gomez, Daniel Jiménez-González
, Carlos Álvarez
, Behzad Salami
, Sergi Madonar, Miquel Pericàs, Pedro Trancoso
, Micha vor dem Berge, Gunnar Billung-Meyer, Stefan Krupop, Wolfgang Christmann, Frank Klawonn
, Amani Mihklafi, Tobias Becker
, Georgi Gaydadjiev
, Hans Salomonsson, Devdatt P. Dubhashi, Oron Port, Elad Hadar, Yoav Etsion, Christof Fetzer, Jens Hagemeyer, Thorsten Jungeblut
, Nils Kucza, Martin Kaiser
, Mario Porrmann, Marcelo Pasin
, Valerio Schiavoni
, Isabelly Rocha, Christian Göttel
, Pascal Felber
:
LEGaTO: first steps towards energy-efficient toolset for heterogeneous computing. SAMOS 2018: 210-217 - [c4]Behzad Salami
, Osman S. Unsal, Adrián Cristal Kestelman:
On the Resilience of RTL NN Accelerators: Fault Characterization and Mitigation. SBAC-PAD 2018: 322-329 - 2016
- [c3]Behzad Salami
, Oriol Arcas-Abella
, Nehir Sönmez
, Osman S. Unsal, Adrián Cristal Kestelman:
Accelerating Hash-Based Query Processing Operations on FPGAs by a Hash Table Caching Technique. CARLA 2016: 131-145 - 2015
- [c2]Behzad Salami
, Oriol Arcas-Abella
, Nehir Sönmez
:
HATCH: Hash Table Caching in Hardware for Efficient Relational Join on FPGA. FCCM 2015: 163 - 2011
- [c1]Behzad Salami
, Morteza Saheb Zamani
, Ali Jahanian
:
VMAP: A Variation Map-Aware Placement Algorithm for Leakage Power Reduction in FPGAs. DSD 2011: 81-87
Informal and Other Publications
- 2024
- [i19]Elias Perdomo, Alexander Kropotov, Francelly Cano, Syed Zafar, Teresa Cervero, Xavier Martorell, Behzad Salami:
Makinote: An FPGA-Based HW/SW Platform for Pre-Silicon Emulation of RISC-V Designs. CoRR abs/2401.17984 (2024) - 2023
- [i18]Ataberk Olgun, Majd Osseiran, Abdullah Giray Yaglikçi, Yahya Can Tugrul, Haocong Luo, Steve Rhyner, Behzad Salami, Juan Gómez-Luna, Onur Mutlu:
An Experimental Analysis of RowHammer in HBM2 DRAM Chips. CoRR abs/2305.17918 (2023) - [i17]Ataberk Olgun, Majd Osseiran, Abdullah Giray Yaglikçi, Yahya Can Tugrul, Haocong Luo, Steve Rhyner, Behzad Salami, Juan Gómez-Luna, Onur Mutlu:
Understanding Read Disturbance in High Bandwidth Memory: An Experimental Analysis of Real HBM2 DRAM Chips. CoRR abs/2310.14665 (2023) - 2022
- [i16]Ataberk Olgun, Juan Gómez-Luna, Konstantinos Kanellopoulos, Behzad Salami, Hasan Hassan, Oguz Ergin, Onur Mutlu:
PiDRAM: An FPGA-based Framework for End-to-end Evaluation of Processing-in-DRAM Techniques. CoRR abs/2206.00263 (2022) - [i15]Aditya Manglik, Minesh Patel, Haiyu Mao, Behzad Salami, Jisung Park, Lois Orosa
, Onur Mutlu:
NEON: Enabling Efficient Support for Nonlinear Operations in Resistive RAM-based Neural Network Accelerators. CoRR abs/2211.05730 (2022) - [i14]Ismail Emir Yüksel, Ataberk Olgun, Behzad Salami, F. Nisa Bostanci, Yahya Can Tugrul, Abdullah Giray Yaglikçi, Nika Mansouri-Ghiasi, Onur Mutlu, Oguz Ergin:
TuRaN: True Random Number Generation Using Supply Voltage Underscaling in SRAMs. CoRR abs/2211.10894 (2022) - 2021
- [i13]Seyed Saber Nabavi Larimi, Behzad Salami, Osman S. Unsal, Adrián Cristal Kestelman, Hamid Sarbazi-Azad, Onur Mutlu:
Understanding Power Consumption and Reliability of High-Bandwidth Memory with Voltage Underscaling. CoRR abs/2101.00969 (2021) - [i12]Seyed Morteza Nabavinejad, Behzad Salami:
On the Impact of Device-Level Techniques on Energy-Efficiency of Neural Network Accelerators. CoRR abs/2106.14079 (2021) - [i11]Ismail Emir Yüksel, Behzad Salami, Oguz Ergin, Osman Sabri Unsal, Adrián Cristal Kestelman:
MoRS: An Approximate Fault Modelling Framework for Reduced-Voltage SRAMs. CoRR abs/2110.05855 (2021) - [i10]Ataberk Olgun, Juan Gómez-Luna, Konstantinos Kanellopoulos, Behzad Salami, Hasan Hassan, Oguz Ergin, Onur Mutlu:
PiDRAM: A Holistic End-to-end FPGA-based Framework for Processing-in-DRAM. CoRR abs/2111.00082 (2021) - 2020
- [i9]Kamyar Givaki
, Behzad Salami, Reza Hojabr, S. M. Reza Tayaranian, Ahmad Khonsari, Dara Rahmati, Saeid Gorgin, Adrián Cristal, Osman S. Unsal:
On the Resilience of Deep Learning for Reduced-voltage FPGAs. CoRR abs/2001.00053 (2020) - [i8]Behzad Salami, Erhan Baturay Onural, Ismail Emir Yuksel, Fahrettin Koc, Oguz Ergin, Adrián Cristal Kestelman, Osman S. Unsal, Hamid Sarbazi-Azad, Onur Mutlu:
An Experimental Study of Reduced-Voltage Operation in Modern FPGAs for Neural Network Acceleration. CoRR abs/2005.03451 (2020) - [i7]Behzad Salami, Osman S. Ünsal, Adrián Cristal:
Power and Accuracy of Multi-Layer Perceptrons (MLPs) under Reduced-voltage FPGA BRAMs Operation. CoRR abs/2005.04737 (2020) - [i6]George Papadimitriou, Athanasios Chatzidimitriou, Dimitris Gizopoulos, Vijay Janapa Reddi, Jingwen Leng, Behzad Salami, Osman S. Unsal, Adrián Cristal Kestelman:
Exceeding Conservative Limits: A Consolidated Analysis on Modern Hardware Margins. CoRR abs/2006.01049 (2020) - 2019
- [i5]Behzad Salami, Osman S. Unsal, Adrián Cristal Kestelman:
Evaluating Built-in ECC of FPGA on-chip Memories for the Mitigation of Undervolting Faults. CoRR abs/1903.12514 (2019) - [i4]Muhammet Abdullah Soytürk, Konstantinos Parasyris, Behzad Salami, Osman S. Unsal, Gulay Yalcin, Leonardo Bautista-Gomez:
Hardware Versus Software Fault Injection of Modern Undervolted SRAMs. CoRR abs/1912.00154 (2019) - [i3]Oyku Melikoglu, Oguz Ergin, Behzad Salami, Julian Pavon, Osman S. Unsal, Adrián Cristal:
A Novel FPGA-Based High Throughput Accelerator For Binary Search Trees. CoRR abs/1912.01556 (2019) - [i2]Behzad Salami, Konstantinos Parasyris, Adrián Cristal, Osman S. Unsal, Xavier Martorell, Paul Carpenter, Raúl de la Cruz, Leonardo Bautista-Gomez, Daniel A. Jiménez, Carlos Álvarez, S. Nabavi, Sergi Madonar, Miquel Pericàs, Pedro Trancoso, Mustafa Abduljabbar, Jing Chen, Pirah Noor Soomro, Madhavan Manivannan, Micha vor dem Berge, Stefan Krupop, Frank Klawonn, Al Mekhlafi, Sigrun May, Tobias Becker, Georgi Gaydadjiev, Daniel Ödman, Hans Salomonsson, Devdatt P. Dubhashi, Oron Port, Yoav Etsion, Do Le Quoc, Christof Fetzer, Martin Kaiser, Nils Kucza, Jens Hagemeyer, René Griessl, Lennart Tigges, Kevin Mika, A. Hüffmeier, Th. Jungeblu, Marcelo Pasin, Valerio Schiavoni, Isabelly Rocha, Christian Göttel, Pascal Felber:
LEGaTO: Low-Energy, Secure, and Resilient Toolset for Heterogeneous Computing. CoRR abs/1912.01563 (2019) - 2018
- [i1]Behzad Salami, Osman S. Unsal, Adrián Cristal:
On the Resilience of RTL NN Accelerators: Fault Characterization and Mitigation. CoRR abs/1806.09679 (2018)
Coauthor Index
aka: Adrián Cristal Kestelman
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