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ORCIDAbdulrahman Mahmoud
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2020 – today
- 2024
[j2]Yu-Shun Hsiao
, Zishen Wan, Tianyu Jia, Radhika Ghosal, Abdulrahman Mahmoud, Arijit Raychowdhury, David Brooks, Gu-Yeon Wei, Vijay Janapa Reddi:
Silent Data Corruption in Robot Operating System: A Case for End-to-End System-Level Fault Analysis Using Autonomous UAVs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(4): 1037-1050 (2024)- [c16]Celine Lee, Abdulrahman Mahmoud, Michal Kurek, Simone Campanoni, David Brooks, Stephen Chong, Gu-Yeon Wei, Alexander M. Rush:
Guess & Sketch: Language Model Guided Transpilation. ICLR 2024 - [c15]Alexander Hankin, Abdulrahman Mahmoud, Mark Hempstead, David Brooks, Gu-Yeon Wei:
VelociTI: An Architecture-level Performance Modeling Framework for Trapped Ion Quantum Computers. IISWC 2024: 156-168 - 2023
- [c14]Yu-Shun Hsiao, Zishen Wan, Tianyu Jia, Radhika Ghosal, Abdulrahman Mahmoud, Arijit Raychowdhury, David Brooks, Gu-Yeon Wei, Vijay Janapa Reddi:
MAVFI: An End-to-End Fault Analysis Framework with Anomaly Detection and Recovery for Micro Aerial Vehicles. DATE 2023: 1-6 - [c13]Alexander Hankin, Abdulrahman Mahmoud, Mark Hempstead, David Brooks, Gu-Yeon Wei:
VelociTI: An Architecture-level Performance Modeling Framework for Trapped Ion Quantum Computers. IISWC 2023: 206-210 - [c12]Yifan Zhao, Hashim Sharif, Peter Pao-Huang, Vatsin Shah, Arun Narenthiran Sivakumar, Mateus Valverde Gasparino, Abdulrahman Mahmoud, Nathan Zhao, Sarita V. Adve, Girish Chowdhary, Sasa Misailovic, Vikram S. Adve:
ApproxCaliper: A Programmable Framework for Application-aware Neural Network Optimization. MLSys 2023 - [c11]Syed Talal Wasim, Kabila Haile Soboka, Abdulrahman Mahmoud, Salman H. Khan, David Brooks, Gu-Yeon Wei:
Hardware Resilience Properties of Text-Guided Image Classifiers. NeurIPS 2023 - [i4]Celine Lee, Abdulrahman Mahmoud, Michal Kurek, Simone Campanoni, David Brooks, Stephen Chong, Gu-Yeon Wei, Alexander M. Rush:
Guess & Sketch: Language Model Guided Transpilation. CoRR abs/2309.14396 (2023) - [i3]Syed Talal Wasim, Kabila Haile Soboka, Abdulrahman Mahmoud, Salman Khan, David Brooks, Gu-Yeon Wei:
Hardware Resilience Properties of Text-Guided Image Classifiers. CoRR abs/2311.14062 (2023) - 2022
- [c10]Zishen Wan, Aqeel Anwar, Abdulrahman Mahmoud, Tianyu Jia, Yu-Shun Hsiao, Vijay Janapa Reddi, Arijit Raychowdhury:
FRL-FI: Transient Fault Analysis for Federated Reinforcement Learning-Based Navigation Systems. DATE 2022: 430-435 - [c9]Abdulrahman Mahmoud, Thierry Tambe, Tarek Aloui, David Brooks, Gu-Yeon Wei:
GoldenEye: A Platform for Evaluating Emerging Numerical Data Formats in DNN Accelerators. DSN 2022: 206-214 - [i2]Zishen Wan, Aqeel Anwar, Abdulrahman Mahmoud, Tianyu Jia, Yu-Shun Hsiao, Vijay Janapa Reddi, Arijit Raychowdhury:
FRL-FI: Transient Fault Analysis for Federated Reinforcement Learning-Based Navigation Systems. CoRR abs/2203.07276 (2022) - 2021
- [c8]Abdulrahman Mahmoud, Siva Kumar Sastry Hari, Christopher W. Fletcher, Sarita V. Adve, Charbel Sakr, Naresh R. Shanbhag, Pavlo Molchanov, Michael B. Sullivan, Timothy Tsai, Stephen W. Keckler:
Optimizing Selective Protection for CNN Resilience. ISSRE 2021: 127-138 - [c7]Elba Garza, Gururaj Saileshwar, Udit Gupta, Tianyi Liu, Abdulrahman Mahmoud, Saugata Ghose, Joel S. Emer:
Mentoring Opportunities in Computer Architecture: Analyzing the Past to Develop the Future. WCAE 2021: 1-9 - 2020
- [b1]Abdulrahman Mahmoud:
Towards scalable and specialized application error analysis. University of Illinois Urbana-Champaign, USA, 2020 - [j1]Muhammad Huzaifa, Johnathan Alsop, Abdulrahman Mahmoud, Giordano Salvador, Matthew D. Sinclair, Sarita V. Adve:
Inter-kernel Reuse-aware Thread Block Scheduling. ACM Trans. Archit. Code Optim. 17(3): 24:1-24:27 (2020) - [c6]Abdulrahman Mahmoud, Neeraj Aggarwal, Alex Nobbe, Jose Rodrigo Sanchez Vicarte, Sarita V. Adve, Christopher W. Fletcher, Iuri Frosio, Siva Kumar Sastry Hari:
PyTorchFI: A Runtime Perturbation Tool for DNNs. DSN Workshops 2020: 25-31 - [i1]Abdulrahman Mahmoud, Siva Kumar Sastry Hari, Christopher W. Fletcher, Sarita V. Adve, Charbel Sakr, Naresh R. Shanbhag, Pavlo Molchanov, Michael B. Sullivan, Timothy Tsai, Stephen W. Keckler:
HarDNN: Feature Map Vulnerability Evaluation in CNNs. CoRR abs/2002.09786 (2020)
2010 – 2019
- 2019
- [c5]Abdulrahman Mahmoud, Radha Venkatagiri, Khalique Ahmed, Sasa Misailovic, Darko Marinov, Christopher W. Fletcher, Sarita V. Adve:
Minotaur: Adapting Software Testing Techniques for Hardware Errors. ASPLOS 2019: 1087-1103 - [c4]Radha Venkatagiri, Khalique Ahmed, Abdulrahman Mahmoud, Sasa Misailovic, Darko Marinov, Christopher W. Fletcher, Sarita V. Adve:
gem5-Approxilyzer: An Open-Source Tool for Application-Level Soft Error Analysis. DSN 2019: 214-221 - 2018
- [c3]Abdulrahman Mahmoud, Siva Kumar Sastry Hari, Michael B. Sullivan, Timothy Tsai, Stephen W. Keckler:
Optimizing software-directed instruction replication for GPU error detection. SC 2018: 67:1-67:12 - 2016
- [c2]Radha Venkatagiri, Abdulrahman Mahmoud, Siva Kumar Sastry Hari, Sarita V. Adve:
Approxilyzer: Towards a systematic framework for instruction-level approximate computing and its application to hardware resiliency. MICRO 2016: 42:1-42:14 - 2012
- [c1]Shuyuan Zhang, Abdulrahman Mahmoud, Sharad Malik, Sanjai Narain:
Verification and synthesis of firewalls using SAT and QBF. ICNP 2012: 1-6
Coauthor Index
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