Lauren Milechin
Lauren Milechin
MIT EAPS
Verified email at mit.edu
Title
Cited by
Cited by
Year
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
912015
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
852018
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
302015
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
272019
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
222018
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
172018
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
172016
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
152018
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
152018
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, ...
arXiv preprint arXiv:1707.03515, 2017
152017
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
142018
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
122017
Benchmarking scidb data import on hpc systems
S Samsi, L Brattain, W Arcand, D Bestor, B Bergeron, C Byun, ...
2016 IEEE High Performance Extreme Computing Conference (HPEC), 1-5, 2016
112016
Sampling operations on big data
V Gadepally, T Herr, L Johnson, L Milechin, M Milosavljevic, BA Miller
2015 49th Asilomar Conference on Signals, Systems and Computers, 1515-1519, 2015
112015
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
92019
Detecting pathogen exposure during the non-symptomatic incubation period using physiological data
SK Davis, L Milechin, T Patel, M Hernandez, GA Ciccarelli, S Samsi, ...
Cold Spring Harbor Laboratory, 2021
82021
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
72020
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
72019
Optimizing Xeon phi for interactive data analysis
C Byun, J Kepner, W Arcand, D Bestor, W Bergeron, M Hubbell, ...
2019 IEEE High Performance Extreme Computing Conference (HPEC), 1-6, 2019
72019
Streaming 1.9 billion hypersparse network updates per second with d4m
J Kepner, V Gadepally, L Milechin, S Samsi, W Arcand, D Bestor, ...
2019 IEEE High Performance Extreme Computing Conference (HPEC), 1-6, 2019
72019
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Articles 1–20