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 | 68 | 2018 |
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 | 41 | 2018 |
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 | 19 | 2019 |
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 | 18 | 2018 |
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 | 10 | 2021 |
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 | 7 | 2019 |
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 | 4 | 2020 |
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 | 1 | 2019 |
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 | | |