Behzad Salami

According to our database, Behzad Salami authored at least 36 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Makinote: An FPGA-Based HW/SW Platform for Pre-Silicon Emulation of RISC-V Designs.

Elias Perdomo, Alexander Kropotov, Francelly Katherine Cano Ladino, Syed Zafar, Teresa Cervero, Xavier Martorell Bofill, Behzad Salami

Proceedings of the 16th Workshop on Rapid Simulation and Performance Evaluation for Design, 2024

2023

PiDRAM: A Holistic End-to-end FPGA-based Framework for Processing-in-DRAM.

Ataberk Olgun, Juan Gómez-Luna, Konstantinos Kanellopoulos, Behzad Salami, Hasan Hassan, Oguz Ergin, Onur Mutlu

ACM Trans. Archit. Code Optim., March, 2023

Understanding Read Disturbance in High Bandwidth Memory: An Experimental Analysis of Real HBM2 DRAM Chips.

Ataberk Olgun, Majd Osseiran, Abdullah Giray Yaglikçi, Yahya Can Tugrul, Haocong Luo, Steve Rhyner, Behzad Salami, Juan Gómez-Luna, Onur Mutlu

CoRR, 2023

An Experimental Analysis of RowHammer in HBM2 DRAM Chips.

Ataberk Olgun, Majd Osseiran, Abdullah Giray Yaglikçi, Yahya Can Tugrul, Haocong Luo, Steve Rhyner, Behzad Salami, Juan Gómez-Luna, Onur Mutlu

Proceedings of the 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2023

2022

MoRS: An Approximate Fault Modeling Framework for Reduced-Voltage SRAMs.

Ismail Emir Yüksel, Behzad Salami, Oguz Ergin, Osman Sabri Unsal, Adrián Cristal Kestelman

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

Can We Trust Undervolting in FPGA-Based Deep Learning Designs at Harsh Conditions?

Fahrettin Koc, Behzad Salami, Oguz Ergin, Osman S. Unsal, Adrián Cristal Kestelman

IEEE Micro, 2022

TuRaN: True Random Number Generation Using Supply Voltage Underscaling in SRAMs.

Ismail Emir Yüksel, Ataberk Olgun, Behzad Salami, F. Nisa Bostanci, Yahya Can Tugrul, Abdullah Giray Yaglikçi, Nika Mansouri-Ghiasi, Onur Mutlu, Oguz Ergin

CoRR, 2022

NEON: Enabling Efficient Support for Nonlinear Operations in Resistive RAM-based Neural Network Accelerators.

Aditya Manglik, Minesh Patel, Haiyu Mao, Behzad Salami, Jisung Park, Lois Orosa, Onur Mutlu

CoRR, 2022

PiDRAM: An FPGA-based Framework for End-to-end Evaluation of Processing-in-DRAM Techniques.

Ataberk Olgun, Juan Gómez-Luna, Konstantinos Kanellopoulos, Behzad Salami, Hasan Hassan, Oguz Ergin, Onur Mutlu

Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2022

2021

MoRS: An Approximate Fault Modelling Framework for Reduced-Voltage SRAMs.

Ismail Emir Yüksel, Behzad Salami, Oguz Ergin, Osman Sabri Unsal, Adrián Cristal Kestelman

CoRR, 2021

On the Impact of Device-Level Techniques on Energy-Efficiency of Neural Network Accelerators.

Seyed Morteza Nabavinejad, Behzad Salami

CoRR, 2021

Reduced-voltage OmpSs@FPGA: A Demonstration.

Marc Perelló Bacardit, Behzad Salami

Proceedings of the 31st International Conference on Field-Programmable Logic and Applications, 2021

Understanding Power Consumption and Reliability of High-Bandwidth Memory with Voltage Underscaling.

Seyed Saber Nabavi Larimi, Behzad Salami, Osman S. Unsal, Adrián Cristal Kestelman, Hamid Sarbazi-Azad, Onur Mutlu

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

2020

Exceeding Conservative Limits: A Consolidated Analysis on Modern Hardware Margins.

George Papadimitriou, Athanasios Chatzidimitriou, Dimitris Gizopoulos, Vijay Janapa Reddi, Jingwen Leng, Behzad Salami, Osman S. Unsal, Adrián Cristal Kestelman

CoRR, 2020

Power and Accuracy of Multi-Layer Perceptrons (MLPs) under Reduced-voltage FPGA BRAMs Operation.

Behzad Salami, Osman S. Ünsal, Adrián Cristal

CoRR, 2020

On the Resilience of Deep Learning for Reduced-voltage FPGAs.

Kamyar Givaki, Behzad Salami, Reza Hojabr, S. M. Reza Tayaranian, Ahmad Khonsari, Dara Rahmati, Saeid Gorgin, Adrián Cristal, Osman S. Unsal

Proceedings of the 28th Euromicro International Conference on Parallel, 2020

Demonstrating Reduced-Voltage FPGA-Based Neural Network Acceleration for Power-Efficiency.

Erhan Baturay Onural, Ismail Emir Yuksel, Behzad Salami

Proceedings of the 30th International Conference on Field-Programmable Logic and Applications, 2020

An Experimental Study of Reduced-Voltage Operation in Modern FPGAs for Neural Network Acceleration.

Behzad Salami, Erhan Baturay Onural, Ismail Emir Yuksel, Fahrettin Koc, Oguz Ergin, Adrián Cristal Kestelman, Osman S. Unsal, Hamid Sarbazi-Azad, Onur Mutlu

Proceedings of the 50th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2020

LEGaTO: Low-Energy, Secure, and Resilient Toolset for Heterogeneous Computing.

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

Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

2019

LEGaTO: Low-Energy, Secure, and Resilient Toolset for Heterogeneous Computing.

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

CoRR, 2019

Hardware Versus Software Fault Injection of Modern Undervolted SRAMs.

Muhammet Abdullah Soytürk, Konstantinos Parasyris, Behzad Salami, Osman S. Unsal, Gulay Yalcin, Leonardo Bautista-Gomez

CoRR, 2019

Evaluating Built-In ECC of FPGA On-Chip Memories for the Mitigation of Undervolting Faults.

Behzad Salami, Osman S. Unsal, Adrián Cristal Kestelman

Proceedings of the 27th Euromicro International Conference on Parallel, 2019

Modern Hardware Margins: CPUs, GPUs, FPGAs Recent System-Level Studies.

Dimitris Gizopoulos, George Papadimitriou, Athanasios Chatzidimitriou, Vijay Janapa Reddi, Behzad Salami, Osman S. Unsal, Adrián Cristal Kestelman, Jingwen Leng

Proceedings of the 25th IEEE International Symposium on On-Line Testing and Robust System Design, 2019

A Novel FPGA-Based High Throughput Accelerator For Binary Search Trees.

Oyku Melikoglu, Oguz Ergin, Behzad Salami, Julian Pavon, Osman S. Unsal, Adrián Cristal

Proceedings of the 17th International Conference on High Performance Computing & Simulation, 2019

2018

Aggressive undervolting of FPGAs : power & reliability trade-offs.

Behzad Salami

PhD thesis, 2018

On the Resilience of RTL NN Accelerators: Fault Characterization and Mitigation.

Behzad Salami, Osman S. Unsal, Adrián Cristal Kestelman

Proceedings of the 30th International Symposium on Computer Architecture and High Performance Computing, 2018

LEGaTO: first steps towards energy-efficient toolset for heterogeneous computing.

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

Proceedings of the 18th International Conference on Embedded Computer Systems: Architectures, 2018

Comprehensive Evaluation of Supply Voltage Underscaling in FPGA on-Chip Memories.

Behzad Salami, Osman S. Unsal, Adrián Cristal Kestelman

Proceedings of the 51st Annual IEEE/ACM International Symposium on Microarchitecture, 2018

A Demo of FPGA Aggressive Voltage Downscaling: Power and Reliability Tradeoffs.

Behzad Salami, Osman S. Ünsal, Adrián Cristal

Proceedings of the 28th International Conference on Field Programmable Logic and Applications, 2018

Fault Characterization Through FPGA Undervolting.

Behzad Salami, Osman S. Unsal, Adrián Cristal

Proceedings of the 28th International Conference on Field Programmable Logic and Applications, 2018

LEGaTO: towards energy-efficient, secure, fault-tolerant toolset for heterogeneous computing.

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

Proceedings of the 15th ACM International Conference on Computing Frontiers, 2018

2017

AxleDB: A novel programmable query processing platform on FPGA.

Behzad Salami, Gorker Alp Malazgirt, Oriol Arcas-Abella, Arda Yurdakul, Nehir Sönmez

Microprocess. Microsystems, 2017

2016

Hardware Acceleration for Query Processing: Leveraging FPGAs, CPUs, and Memory.

Oriol Arcas-Abella, Adrià Armejach, Timothy Hayes, Gorker Alp Malazgirt, Oscar Palomar, Behzad Salami, Nehir Sönmez

Comput. Sci. Eng., 2016

Accelerating Hash-Based Query Processing Operations on FPGAs by a Hash Table Caching Technique.

Behzad Salami, Oriol Arcas-Abella, Nehir Sönmez, Osman S. Unsal, Adrián Cristal Kestelman

Proceedings of the High Performance Computing - Third Latin American Conference, 2016

2015

HATCH: Hash Table Caching in Hardware for Efficient Relational Join on FPGA.

Behzad Salami, Oriol Arcas-Abella, Nehir Sönmez

Proceedings of the 23rd IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2015

2011

VMAP: A Variation Map-Aware Placement Algorithm for Leakage Power Reduction in FPGAs.

Behzad Salami, Morteza Saheb Zamani, Ali Jahanian

Proceedings of the 14th Euromicro Conference on Digital System Design, 2011