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Lluis Miquel Munguia
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Carbon emissions and large neural network training
D Patterson, J Gonzalez, Q Le, C Liang, LM Munguia, D Rothchild, D So, ...
arXiv preprint arXiv:2104.10350, 2021
6202021
The carbon footprint of machine learning training will plateau, then shrink
D Patterson, J Gonzalez, U Hölzle, Q Le, C Liang, LM Munguia, ...
Computer 55 (7), 18-28, 2022
2372022
Load balanced clustering coefficients
O Green, LM Munguía, DA Bader
Proceedings of the first workshop on Parallel programming for analytics …, 2014
332014
Task-based parallel breadth-first search in heterogeneous environments
LM Munguia, DA Bader, E Ayguade
2012 19th International Conference on High Performance Computing, 1-10, 2012
282012
A parallel local search framework for the fixed-charge multicommodity network flow problem
LM Munguía, S Ahmed, DA Bader, GL Nemhauser, V Goel, Y Shao
Computers & Operations Research 77, 44-57, 2017
242017
Alternating Criteria Search: A Parallel Large Neighborhood Search Algorithm for Mixed Integer Programs
LM Munguía, S Ahmed, DA Bader, GL Nemhauser, Y Shao
222016
PIPS-SBB: A parallel distributed-memory branch-and-bound algorithm for stochastic mixed-integer programs
LM Munguía, G Oxberry, D Rajan
2016 IEEE International Parallel and Distributed Processing Symposium …, 2016
192016
Parallel pips-sbb: Multi-level parallelism for stochastic mixed-integer programs
LM Munguia, G Oxberry, D Rajan, Y Shinano
172017
Carbon emissions and large neural network training. arXiv 2021
D Patterson, J Gonzalez, Q Le, C Liang, LM Munguia, D Rothchild, D So, ...
arXiv preprint arXiv:2104.10350, 0
15
Tailoring parallel alternating criteria search for domain specific MIPs: application to maritime inventory routing
LM Munguía, S Ahmed, DA Bader, GL Nemhauser, Y Shao, ...
Computers & Operations Research 111, 21-34, 2019
102019
The carbon footprint of machine learning training will plateau, then shrink, 2022
D Patterson, J Gonzalez, U Hölzle, Q Le, C Liang, LM Munguia, ...
URL https://arxiv. org/abs/2204.05149, 1, 2022
72022
Carbon emissions andlarge neural network training
D Patterson, J Gonzalez, Q Le, C Liang, LM Munguia, D Rothchild, D So, ...
arXiv preprint arXiv:2104.10350, 2021
72021
& Dean, J.(2021). Carbon emissions and large neural network training
D Patterson, J Gonzalez, Q Le, C Liang, LM Munguia, D Rothchild
arXiv preprint arXiv:2104.10350, 0
7
Carbon emissions and large neural network training (pp. 1–22)
D Patterson, J Gonzalez, Q Le, C Liang, LM Munguia, D Rothchild, D So, ...
arXiv preprint arXiv:2104.10350, 2021
62021
The Carbon Footprint of Machine Learning Training Will Level Out and Then Reduce
C Liang, D Patterson, DR So, J Dean, LM Munguia, M Texier, QV Le
2022
High performance computing algorithms for discrete optimization
LMM Munguia Conejero
Georgia Institute of Technology, 2017
2017
Parallel Interior Point Solver-Simple Branch & Bound
G Oxberry, LM Munguia, D Rajan
Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States), 2015
2015
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Artículos 1–17