フォロー
Matt Baughman
Matt Baughman
PhD Student in Computer Science, University of Chicago
確認したメール アドレス: uchicago.edu - ホームページ
タイトル
引用先
引用先
Candle/supervisor: A workflow framework for machine learning applied to cancer research
JM Wozniak, R Jain, P Balaprakash, J Ozik, NT Collier, J Bauer, F Xia, ...
BMC bioinformatics 19 (18), 59-69, 2018
682018
Predicting Amazon spot prices with LSTM networks
M Baughman, C Haas, R Wolski, I Foster, K Chard
Proceedings of the 9th workshop on scientific cloud computing, 1-7, 2018
412018
Deconstructing the 2017 changes to AWS spot market pricing
M Baughman, S Caton, C Haas, R Chard, R Wolski, I Foster, K Chard
Proceedings of the 10th Workshop on Scientific Cloud Computing, 19-26, 2019
192019
Profiling and predicting application performance on the cloud
M Baughman, R Chard, L Ward, J Pitt, K Chard, I Foster
11th IEEE/ACM International Conference on Utility and Cloud Computing (UCC), 2018
182018
Coding the computing continuum: Fluid function execution in heterogeneous computing environments
R Kumar, M Baughman, R Chard, Z Li, Y Babuji, I Foster, K Chard
2021 IEEE International Parallel and Distributed Processing Symposium …, 2021
102021
ParaOpt: Automated Application Parameterization and Optimization for the Cloud
C Wu, T Summer, Z Li, A Woodard, R Chard, M Baughman, Y Babuji, ...
2019 IEEE International Conference on Cloud Computing Technology and Science …, 2019
72019
Expanding cost-aware function execution with multidimensional notions of cost
M Baughman, R Kumar, I Foster, K Chard
Proceedings of the 1st Workshop on High Performance Serverless Computing, 9-12, 2020
42020
Measuring, Quantifying, and Predicting the Cost-Accuracy Tradeoff
M Baughman, N Chakubaji, HL Truong, K Kreics, K Chard, I Foster
The Third IEEE International Workshop on Benchmarking, Performance Tuning …, 2019
12019
Enhancing Automated FaaS with Cost-aware Provisioning of Cloud Resources
M Baughman, I Foster, K Chard
2021 IEEE 17th International Conference on eScience (eScience), 267-268, 2021
2021
2021 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)| 978-1-6654-3577-2/20/$31.00© 2021 IEEE| DOI: 10.1109/IPDPSW52791. 2021.00161
TS Abdelrahman, JC Adams, A Aditya, E Afgan, M Agostini, M Agung, ...
Enhancing Neural Architecture Search with Speciation and Inter-Epoch Crossover
M Baughman, J Wozniak
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論文 1–11