Abdulrahman Mahmoud

According to our database, Abdulrahman Mahmoud authored at least 19 papers between 2012 and 2024.

Collaborative distances:

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

2024

Silent Data Corruption in Robot Operating System: A Case for End-to-End System-Level Fault Analysis Using Autonomous UAVs.

Yu-Shun Hsiao, Zishen Wan, Tianyu Jia, Radhika Ghosal, Abdulrahman Mahmoud, Arijit Raychowdhury, David Brooks, Gu-Yeon Wei, Vijay Janapa Reddi

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., April, 2024

Guess & Sketch: Language Model Guided Transpilation.

Celine Lee, Abdulrahman Mahmoud, Michal Kurek, Simone Campanoni, David Brooks, Stephen Chong, Gu-Yeon Wei, Alexander M. Rush

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Hardware Resilience Properties of Text-Guided Image Classifiers.

Syed Talal Wasim, Kabila Haile Soboka, Abdulrahman Mahmoud, Salman H. Khan, David Brooks, Gu-Yeon Wei

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

ApproxCaliper: A Programmable Framework for Application-aware Neural Network Optimization.

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

Proceedings of the Sixth Conference on Machine Learning and Systems, 2023

VelociTI: An Architecture-level Performance Modeling Framework for Trapped Ion Quantum Computers.

Alexander Hankin, Abdulrahman Mahmoud, Mark Hempstead, David Brooks, Gu-Yeon Wei

Proceedings of the IEEE International Symposium on Workload Characterization, 2023

MAVFI: An End-to-End Fault Analysis Framework with Anomaly Detection and Recovery for Micro Aerial Vehicles.

Yu-Shun Hsiao, Zishen Wan, Tianyu Jia, Radhika Ghosal, Abdulrahman Mahmoud, Arijit Raychowdhury, David Brooks, Gu-Yeon Wei, Vijay Janapa Reddi

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

2022

GoldenEye: A Platform for Evaluating Emerging Numerical Data Formats in DNN Accelerators.

Abdulrahman Mahmoud, Thierry Tambe, Tarek Aloui, David Brooks, Gu-Yeon Wei

Proceedings of the 52nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2022

FRL-FI: Transient Fault Analysis for Federated Reinforcement Learning-Based Navigation Systems.

Zishen Wan, Aqeel Anwar, Abdulrahman Mahmoud, Tianyu Jia, Yu-Shun Hsiao, Vijay Janapa Reddi, Arijit Raychowdhury

Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

2021

Mentoring Opportunities in Computer Architecture: Analyzing the Past to Develop the Future.

Elba Garza, Gururaj Saileshwar, Udit Gupta, Tianyi Liu, Abdulrahman Mahmoud, Saugata Ghose, Joel S. Emer

Proceedings of the ACM/IEEE Workshop on Computer Architecture Education, 2021

Optimizing Selective Protection for CNN Resilience.

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

Proceedings of the 32nd IEEE International Symposium on Software Reliability Engineering, 2021

2020

Towards scalable and specialized application error analysis

Abdulrahman Mahmoud

PhD thesis, 2020

Inter-kernel Reuse-aware Thread Block Scheduling.

Muhammad Huzaifa, Johnathan Alsop, Abdulrahman Mahmoud, Giordano Salvador, Matthew D. Sinclair, Sarita V. Adve

ACM Trans. Archit. Code Optim., 2020

HarDNN: Feature Map Vulnerability Evaluation in CNNs.

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

CoRR, 2020

PyTorchFI: A Runtime Perturbation Tool for DNNs.

Abdulrahman Mahmoud, Neeraj Aggarwal, Alex Nobbe, Jose Rodrigo Sanchez Vicarte, Sarita V. Adve, Christopher W. Fletcher, Iuri Frosio, Siva Kumar Sastry Hari

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

2019

gem5-Approxilyzer: An Open-Source Tool for Application-Level Soft Error Analysis.

Radha Venkatagiri, Khalique Ahmed, Abdulrahman Mahmoud, Sasa Misailovic, Darko Marinov, Christopher W. Fletcher, Sarita V. Adve

Proceedings of the 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2019

Minotaur: Adapting Software Testing Techniques for Hardware Errors.

Abdulrahman Mahmoud, Radha Venkatagiri, Khalique Ahmed, Sasa Misailovic, Darko Marinov, Christopher W. Fletcher, Sarita V. Adve

Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems, 2019

2018

Optimizing software-directed instruction replication for GPU error detection.

Abdulrahman Mahmoud, Siva Kumar Sastry Hari, Michael B. Sullivan, Timothy Tsai, Stephen W. Keckler

Proceedings of the International Conference for High Performance Computing, 2018

2016

Approxilyzer: Towards a systematic framework for instruction-level approximate computing and its application to hardware resiliency.

Radha Venkatagiri, Abdulrahman Mahmoud, Siva Kumar Sastry Hari, Sarita V. Adve

Proceedings of the 49th Annual IEEE/ACM International Symposium on Microarchitecture, 2016

2012

Verification and synthesis of firewalls using SAT and QBF.

Shuyuan Zhang, Abdulrahman Mahmoud, Sharad Malik, Sanjai Narain

Proceedings of the 20th IEEE International Conference on Network Protocols, 2012