| Interactive supercomputing on 40,000 cores for machine learning and data analysis A Reuther, J Kepner, C Byun, S Samsi, W Arcand, D Bestor, B Bergeron, ... 2018 IEEE High Performance extreme Computing Conference (HPEC), 1-6, 2018 | 405 | 2018 |
| Survey and benchmarking of machine learning accelerators A Reuther, P Michaleas, M Jones, V Gadepally, S Samsi, J Kepner 2019 IEEE high performance extreme computing conference (HPEC), 1-9, 2019 | 283 | 2019 |
| Survey of machine learning accelerators A Reuther, P Michaleas, M Jones, V Gadepally, S Samsi, J Kepner 2020 IEEE high performance extreme computing conference (HPEC), 1-12, 2020 | 213 | 2020 |
| Sevir: A storm event imagery dataset for deep learning applications in radar and satellite meteorology M Veillette, S Samsi, C Mattioli Advances in Neural Information Processing Systems 33, 22009-22019, 2020 | 121 | 2020 |
| From words to watts: Benchmarking the energy costs of large language model inference S Samsi, D Zhao, J McDonald, B Li, A Michaleas, M Jones, W Bergeron, ... 2023 IEEE High Performance Extreme Computing Conference (HPEC), 1-9, 2023 | 117 | 2023 |
| AI accelerator survey and trends A Reuther, P Michaleas, M Jones, V Gadepally, S Samsi, J Kepner 2021 IEEE High Performance Extreme Computing Conference (HPEC), 1-9, 2021 | 111 | 2021 |
| Static graph challenge: Subgraph isomorphism S Samsi, V Gadepally, M Hurley, M Jones, E Kao, S Mohindra, ... 2017 IEEE High Performance Extreme Computing Conference (HPEC), 1-6, 2017 | 107 | 2017 |
| Associative array model of SQL, NoSQL, and NewSQL Databases J Kepner, V Gadepally, D Hutchison, H Jananthan, T Mattson, S Samsi, ... 2016 IEEE High Performance Extreme Computing Conference (HPEC), 1-9, 2016 | 100 | 2016 |
| Neural scaling of deep chemical models NC Frey, R Soklaski, S Axelrod, S Samsi, R Gomez-Bombarelli, CW Coley, ... Nature Machine Intelligence 5 (11), 1297-1305, 2023 | 98 | 2023 |
| AI and ML accelerator survey and trends A Reuther, P Michaleas, M Jones, V Gadepally, S Samsi, J Kepner 2022 IEEE High Performance Extreme Computing Conference (HPEC), 1-10, 2022 | 85 | 2022 |
| Learning by doing, High Performance Computing education in the MOOC era J Mullen, C Byun, V Gadepally, S Samsi, A Reuther, J Kepner Journal of Parallel and Distributed Computing 105, 105-115, 2017 | 85 | 2017 |
| Streaming graph challenge: Stochastic block partition E Kao, V Gadepally, M Hurley, M Jones, J Kepner, S Mohindra, ... 2017 IEEE High performance extreme computing conference (HPEC), 1-12, 2017 | 83 | 2017 |
| Great power, great responsibility: Recommendations for reducing energy for training language models J McDonald, B Li, N Frey, D Tiwari, V Gadepally, S Samsi arXiv preprint arXiv:2205.09646, 2022 | 59 | 2022 |
| Miso: exploiting multi-instance gpu capability on multi-tenant gpu clusters B Li, T Patel, S Samsi, V Gadepally, D Tiwari Proceedings of the 13th Symposium on Cloud Computing, 173-189, 2022 | 58 | 2022 |
| Measuring the impact of spectre and meltdown A Prout, W Arcand, D Bestor, B Bergeron, C Byun, V Gadepally, M Houle, ... 2018 IEEE High Performance extreme Computing Conference (HPEC), 1-5, 2018 | 58 | 2018 |
| An efficient computational framework for the analysis of whole slide images: Application to follicular lymphoma immunohistochemistry S Samsi, AK Krishnamurthy, MN Gurcan Journal of Computational Science, 2012 | 57 | 2012 |
| Detection of follicles from IHC-stained slides of follicular lymphoma using iterative watershed S Samsi, G Lozanski, A Shanarah, AK Krishanmurthy, MN Gurcan IEEE Transactions on Biomedical Engineering 57 (10), 2609-2612, 2010 | 53 | 2010 |
| Octave and python: High-level scripting languages productivity and performance evaluation JC Chaves, J Nehrbass, B Guilfoos, J Gardiner, S Ahalt, A Krishnamurthy, ... 2006 HPCMP Users Group Conference (HPCMP-UGC'06), 429-434, 2006 | 41 | 2006 |
| Automatic detection of follicular regions in H&E images using iterative shape index K Belkacem-Boussaid, S Samsi, G Lozanski, MN Gurcan Computerized Medical Imaging and Graphics 35 (7-8), 592-602, 2011 | 40 | 2011 |
| Toward sustainable hpc: Carbon footprint estimation and environmental implications of hpc systems B Li, R Basu Roy, D Wang, S Samsi, V Gadepally, D Tiwari Proceedings of the International Conference for High Performance Computing …, 2023 | 38 | 2023 |
