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 | 211 | 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 | 184 | 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 | 128 | 2020 |
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 | 98 | 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 | 94 | 2016 |
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 | 68 | 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 | 62 | 2017 |
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 | 50 | 2021 |
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 | 48 | 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 | 48 | 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 | 39 | 2006 |
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 | 37 | 2018 |
MATLAB for signal processing on multiprocessors and multicores S Samsi, V Gadepally, A Krishnamurthy IEEE Signal Processing Magazine 27 (2), 40-49, 2010 | 37 | 2010 |
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 | 36 | 2020 |
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 | 36 | 2011 |
Graphchallenge. org: Raising the bar on graph analytic performance S Samsi, V Gadepally, M Hurley, M Jones, E Kao, S Mohindra, ... 2018 IEEE High Performance extreme Computing Conference (HPEC), 1-7, 2018 | 26 | 2018 |
Survey of parallel MATLAB techniques and applications to signal and image processing A Krishnamurthy, J Nehrbass, JC Chaves, S Samsi Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE …, 2007 | 25 | 2007 |
Ai enabling technologies: A survey V Gadepally, J Goodwin, J Kepner, A Reuther, H Reynolds, S Samsi, J Su, ... arXiv preprint arXiv:1905.03592, 2019 | 24 | 2019 |
Imaging mass spectrometry analysis for follicular lymphoma grading SS Samsi, AK Krishnamurthy, MR Groseclose, RM Caprioli, G Lozanski, ... 2009 Annual International Conference of the IEEE Engineering in Medicine and …, 2009 | 22 | 2009 |
Scalability of VM provisioning systems M Jones, B Arcand, B Bergeron, D Bestor, C Byun, L Milechin, ... 2016 IEEE High Performance Extreme Computing Conference (HPEC), 1-5, 2016 | 21 | 2016 |