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 | 388 | 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 | 272 | 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 | 206 | 2020 |
Sok: Cryptographically protected database search B Fuller, M Varia, A Yerukhimovich, E Shen, A Hamlin, V Gadepally, ... 2017 IEEE Symposium on Security and Privacy (SP), 172-191, 2017 | 171 | 2017 |
Enabling query processing across heterogeneous data models: A survey R Tan, R Chirkova, V Gadepally, TG Mattson 2017 IEEE International Conference on Big Data (Big Data), 3211-3220, 2017 | 164 | 2017 |
A demonstration of the bigdawg polystore system AJ Elmore, J Duggan, M Stonebraker, M Balazinska, U Cetintemel, ... Proceedings of the VLDB Endowment 8 (12), 1908, 2015 | 146 | 2015 |
A framework for estimating driver decisions near intersections V Gadepally, A Krishnamurthy, U Ozguner IEEE Transactions on Intelligent Transportation Systems 15 (2), 637-646, 2013 | 145 | 2013 |
The BigDAWG polystore system and architecture V Gadepally, P Chen, J Duggan, A Elmore, B Haynes, J Kepner, ... 2016 IEEE High Performance Extreme Computing Conference (HPEC), 1-6, 2016 | 133 | 2016 |
Computing on masked data: a high performance method for improving big data veracity J Kepner, V Gadepally, P Michaleas, N Schear, M Varia, A Yerukhimovich, ... 2014 IEEE High Performance Extreme Computing Conference (HPEC), 1-6, 2014 | 114 | 2014 |
Improving big data visual analytics with interactive virtual reality A Moran, V Gadepally, M Hubbell, J Kepner 2015 IEEE high performance extreme computing conference (HPEC), 1-6, 2015 | 111 | 2015 |
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 | 108 | 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 | 99 | 2016 |
D4M: Bringing associative arrays to database engines V Gadepally, J Kepner, W Arcand, D Bestor, B Bergeron, C Byun, ... 2015 IEEE High Performance Extreme Computing Conference (HPEC), 1-6, 2015 | 97 | 2015 |
A survey of cryptographic approaches to securing big-data analytics in the cloud S Yakoubov, V Gadepally, N Schear, E Shen, A Yerukhimovich 2014 IEEE High Performance Extreme Computing Conference (HPEC), 1-6, 2014 | 91 | 2014 |
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 | 85 | 2023 |
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 |
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 | 80 | 2023 |
Achieving 100,000,000 database inserts per second using Accumulo and D4M J Kepner, W Arcand, D Bestor, B Bergeron, C Byun, V Gadepally, ... 2014 IEEE high performance extreme computing conference (HPEC), 1-6, 2014 | 80 | 2014 |