| Learning intermediate representations using graph neural networks for numa and prefetchers optimization A TehraniJamsaz, M Popov, A Dutta, E Saillard, A Jannesari 2022 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2022 | 13 | 2022 |
| Pattern-based Autotuning of OpenMP Loops using Graph Neural Networks A Dutta, J Alcaraz, A TehraniJamsaz, A Sikora, E Cesar, A Jannesari 2022 IEEE/ACM International Workshop on Artificial Intelligence and Machine …, 2022 | 7 | 2022 |
| Predicting number of threads using balanced datasets for openMP regions J Alcaraz, A TehraniJamsaz, A Dutta, A Sikora, A Jannesari, J Sorribes, ... Computing 105 (5), 999-1017, 2023 | 5 | 2023 |
| Performance Optimization using Multimodal Modeling and Heterogeneous GNN A Dutta, J Alcaraz, A TehraniJamsaz, E Cesar, A Sikora, A Jannesari Proceedings of the 32nd International Symposium on High-Performance Parallel …, 2023 | 4 | 2023 |
| Power Constrained Autotuning using Graph Neural Networks A Dutta, J Choi, A Jannesari 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2023 | 3 | 2023 |
| Power Constrained Autotuning using Graph Neural Networks A Dutta, J Choi, A Jannesari 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2023 | 3 | 2023 |
| Position Paper: The Landscape and Challenges of HPC Research and LLMs L Chen, NK Ahmed, A Dutta, A Bhattacharjee, S Yu, QI Mahmud, ... arXiv preprint arXiv:2402.02018, 2024 | 1 | 2024 |
| ParaGraph: Weighted Graph Representation for Performance Optimization of HPC Kernels A TehraniJamsaz, A Mishra, A Dutta, AM Malik, B Chapman, A Jannesari arXiv preprint arXiv:2304.03487, 2023 | 1 | 2023 |
| Evaluation of Graph Neural Networks for code pattern detection and autotuning of OpenMP loops A Dutta Iowa State University, 2023 | | 2023 |
Ali JannesariAssistant Professor, Iowa State UniversityAdresse e-mail validée de iastate.edu
