Pytorchfi: A runtime perturbation tool for dnns A Mahmoud, N Aggarwal, A Nobbe, JRS Vicarte, SV Adve, CW Fletcher, ... 2020 50th Annual IEEE/IFIP International Conference on Dependable Systems …, 2020 | 105 | 2020 |
Approxilyzer: Towards a systematic framework for instruction-level approximate computing and its application to hardware resiliency R Venkatagiri, A Mahmoud, SKS Hari, SV Adve 2016 49th Annual IEEE/ACM International Symposium on Microarchitecture …, 2016 | 103 | 2016 |
Optimizing software-directed instruction replication for gpu error detection A Mahmoud, SKS Hari, MB Sullivan, T Tsai, SW Keckler SC18: International Conference for High Performance Computing, Networking …, 2018 | 75 | 2018 |
Hardnn: Feature map vulnerability evaluation in cnns A Mahmoud, SKS Hari, CW Fletcher, SV Adve, C Sakr, N Shanbhag, ... arXiv preprint arXiv:2002.09786, 2020 | 43 | 2020 |
Verification and synthesis of firewalls using SAT and QBF S Zhang, A Mahmoud, S Malik, S Narain 2012 20th IEEE International Conference on Network Protocols (ICNP), 1-6, 2012 | 42 | 2012 |
Optimizing Selective Protection for CNN Resilience A Mahmoud, SKS Hari, CW Fletcher, SV Adve, C Sakr, N Shanbhag, ... International Symposium on Software Reliability Engineering (ISSRE), 2021 | 39 | 2021 |
Minotaur: Adapting software testing techniques for hardware errors A Mahmoud, R Venkatagiri, K Ahmed, S Misailovic, D Marinov, ... Proceedings of the Twenty-Fourth International Conference on Architectural …, 2019 | 32 | 2019 |
gem5-approxilyzer: An open-source tool for application-level soft error analysis R Venkatagiri, K Ahmed, A Mahmoud, S Misailovic, D Marinov, ... 2019 49th Annual IEEE/IFIP International Conference on Dependable Systems …, 2019 | 30 | 2019 |
Mavfi: An end-to-end fault analysis framework with anomaly detection and recovery for micro aerial vehicles YS Hsiao, Z Wan, T Jia, R Ghosal, A Mahmoud, A Raychowdhury, ... 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-6, 2023 | 21 | 2023 |
Inter-kernel reuse-aware thread block scheduling M Huzaifa, J Alsop, A Mahmoud, G Salvador, MD Sinclair, SV Adve ACM Transactions on Architecture and Code Optimization (TACO) 17 (3), 1-27, 2020 | 21 | 2020 |
Goldeneye: A platform for evaluating emerging numerical data formats in dnn accelerators A Mahmoud, T Tambe, T Aloui, D Brooks, GY Wei 2022 52nd Annual IEEE/IFIP International Conference on Dependable Systems …, 2022 | 9 | 2022 |
Frl-fi: Transient fault analysis for federated reinforcement learning-based navigation systems Z Wan, A Anwar, A Mahmoud, T Jia, YS Hsiao, VJ Reddi, ... 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE), 430-435, 2022 | 8 | 2022 |
Frl-fi: Transient fault analysis for federated reinforcement learning-based navigation systems. In 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE) Z Wan, A Anwar, A Mahmoud, T Jia, YS Hsiao, VJ Reddi, ... IEEE, 2022 | 7 | 2022 |
Mavfi: An end-to-end fault analysis framework with anomaly detection and recovery for micro aerial vehicles. In 2023 Design, Automation & Test in Europe Conference & Exhibition … YS Hsiao, Z Wan, T Jia, R Ghosal, A Mahmoud, A Raychowdhury, ... IEEE, 2023 | 6 | 2023 |
Approxcaliper: A programmable framework for application-aware neural network optimization Y Zhao, H Sharif, P Pao-Huang, V Shah, AN Sivakumar, ... Proceedings of Machine Learning and Systems 5, 2023 | 4 | 2023 |
Leveraging software testing to explore input dependence for approximate computing A Mahmoud, R Venkatagiri, K Ahmed, SV Adve, S Misailovic, D Marinov | 4 | 2017 |
Silent Data Corruption in Robot Operating System: A Case for End-to-End System-Level Fault Analysis Using Autonomous UAVs YS Hsiao, Z Wan, T Jia, R Ghosal, A Mahmoud, A Raychowdhury, ... IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2023 | 2 | 2023 |
Optimizing software-directed instruction replication for GPU error detection S Hari, M Sullivan, T Tsai, SW Keckler, A Mahmoud US Patent 10,817,289, 2020 | 2 | 2020 |
Approximate Checkers A Mahmoud, P Reckamp, P Tang, CW Fletcher, SV Adve WAX 2019 - Workshop on Approximate Computing Across the Stack, 3, 2019 | 2 | 2019 |
Guess & Sketch: Language Model Guided Transpilation C Lee, A Mahmoud, M Kurek, S Campanoni, D Brooks, S Chong, GY Wei, ... arXiv preprint arXiv:2309.14396, 2023 | 1 | 2023 |