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Lauren Milechin
Lauren Milechin
MIT Office of Research Computing and Data
Verified email at mit.edu
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Cited by
Cited by
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
3032018
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
952015
Sparse deep neural network graph challenge
J Kepner, S Alford, V Gadepally, M Jones, L Milechin, R Robinett, S Samsi
2019 IEEE High Performance Extreme Computing Conference (HPEC), 1-7, 2019
462019
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
442018
Enabling on-demand database computing with MIT SuperCloud database management system
A Prout, J Kepner, P Michaleas, W Arcand, D Bestor, B Bergeron, C Byun, ...
2015 IEEE High Performance Extreme Computing Conference (HPEC), 1-6, 2015
312015
Pruned and structurally sparse neural networks
S Alford, R Robinett, L Milechin, J Kepner
2018 IEEE MIT Undergraduate Research Technology Conference (URTC), 1-4, 2018
302018
Sparse deep neural network exact solutions
J Kepner, V Gadepally, H Jananthan, L Milechin, S Samsi
2018 IEEE High Performance extreme Computing Conference (HPEC), 1-8, 2018
222018
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
212016
Design, generation, and validation of extreme scale power-law graphs
J Kepner, S Samsi, W Arcand, D Bestor, B Bergeron, T Davis, V Gadepally, ...
arXiv preprint arXiv:1803.01281, 2018
192018
2018 IEEE High Performance extreme Computing Conference (HPEC)
A Reuther, J Kepner, C Byun, S Samsi, W Arcand, D Bestor, B Bergeron, ...
IEEE, 2018
192018
Benchmarking data analysis and machine learning applications on the Intel KNL many-core processor
C Byun, J Kepner, W Arcand, D Bestor, B Bergeron, V Gadepally, M Houle, ...
2017 IEEE High Performance Extreme Computing Conference (HPEC), 1-6, 2017
192017
Training behavior of sparse neural network topologies
S Alford, R Robinett, L Milechin, J Kepner
2019 IEEE High Performance Extreme Computing Conference (HPEC), 1-6, 2019
172019
Hyperscaling internet graph analysis with d4m on the mit supercloud
V Gadepally, J Kepner, L Milechin, W Arcand, D Bestor, B Bergeron, ...
2018 IEEE High Performance extreme Computing Conference (HPEC), 1-6, 2018
172018
AI-enabling workloads on large-scale GPU-accelerated system: Characterization, opportunities, and implications
B Li, R Arora, S Samsi, T Patel, W Arcand, D Bestor, C Byun, RB Roy, ...
2022 IEEE International Symposium on High-Performance Computer Architecture …, 2022
152022
The mit supercloud dataset
S Samsi, ML Weiss, D Bestor, B Li, M Jones, A Reuther, D Edelman, ...
2021 IEEE High Performance Extreme Computing Conference (HPEC), 1-8, 2021
152021
Hypersparse neural network analysis of large-scale internet traffic
J Kepner, K Cho, KC Claffy, V Gadepally, P Michaleas, L Milechin
2019 IEEE High Performance Extreme Computing Conference (HPEC), 1-11, 2019
152019
MIT SuperCloud portal workspace: Enabling HPC web application deployment
A Prout, W Arcand, D Bestor, B Bergeron, C Byun, V Gadepally, ...
2017 IEEE High Performance Extreme Computing Conference (HPEC), 1-6, 2017
152017
Methods and systems for pre-symptomatic detection of exposure to an agent
AJ Swiston, TM Patel, L Milechin, JG Fleischman, WD Pratt, AN Honko
US Patent 10,332,638, 2019
142019
New phenomena in large-scale internet traffic
J Kepner, K Cho, KC Claffy, V Gadepally, S McGuire, L Milechin, ...
Massive Graph Analytics, 241-285, 2022
132022
75,000,000,000 streaming inserts/second using hierarchical hypersparse graphblas matrices
J Kepner, T Davis, C Byun, W Arcand, D Bestor, W Bergeron, V Gadepally, ...
2020 IEEE International Parallel and Distributed Processing Symposium …, 2020
132020
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