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Vijay Gadepally
Vijay Gadepally
Verified email at mit.edu
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Year
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
3882018
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
2722019
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
2062020
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
1712017
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
1642017
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
1462015
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
1452013
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
1332016
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
1142014
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
1112015
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
1082021
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
1072017
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
992016
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
972015
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
912014
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
852023
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
852017
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
832017
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
802023
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
802014
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