{"_id":"2NMrxsgex9aiwPxhh","bibbaseid":"krawczuk-papadimitriou-tanaka-do-subramany-nagarkar-jain-lam-etal-aperformancecharacterizationofscientificmachinelearningworkflows-2021","author_short":["Krawczuk, P.","Papadimitriou, G.","Tanaka, R.","Do, T. M. A.","Subramany, S.","Nagarkar, S.","Jain, A.","Lam, K.","Mandal, A.","Pottier, L.","Deelman, E."],"bibdata":{"bibtype":"inproceedings","type":"inproceedings","title":"A Performance Characterization of Scientific Machine Learning Workflows","author":[{"propositions":[],"lastnames":["Krawczuk"],"firstnames":["Patrycja"],"suffixes":[]},{"propositions":[],"lastnames":["Papadimitriou"],"firstnames":["George"],"suffixes":[]},{"propositions":[],"lastnames":["Tanaka"],"firstnames":["Ryan"],"suffixes":[]},{"propositions":[],"lastnames":["Do"],"firstnames":["Tu","Mai","Anh"],"suffixes":[]},{"propositions":[],"lastnames":["Subramany"],"firstnames":["Srujana"],"suffixes":[]},{"propositions":[],"lastnames":["Nagarkar"],"firstnames":["Shubham"],"suffixes":[]},{"propositions":[],"lastnames":["Jain"],"firstnames":["Aditi"],"suffixes":[]},{"propositions":[],"lastnames":["Lam"],"firstnames":["Kelsie"],"suffixes":[]},{"propositions":[],"lastnames":["Mandal"],"firstnames":["Anirban"],"suffixes":[]},{"propositions":[],"lastnames":["Pottier"],"firstnames":["Loïc"],"suffixes":[]},{"propositions":[],"lastnames":["Deelman"],"firstnames":["Ewa"],"suffixes":[]}],"booktitle":"2021 IEEE/ACM Workflows in Support of Large-Scale Science (WORKS)","year":"2021","pages":"58-65","doi":"10.1109/WORKS54523.2021.00013","note":"Funding Acknowledgments: DOE DE-SC0012636, DE-SC0022328, NSF 1664162","bibtex":"@InProceedings{\t krawczuk-works-2021,\n Title\t\t= {A Performance Characterization of Scientific Machine\n\t\t Learning Workflows},\n Author\t= {Krawczuk, Patrycja and Papadimitriou, George and Tanaka,\n\t\t Ryan and Do, Tu Mai Anh and Subramany, Srujana and\n\t\t Nagarkar, Shubham and Jain, Aditi and Lam, Kelsie and\n\t\t Mandal, Anirban and Pottier, Lo\\\"ic and Deelman, Ewa},\n BookTitle\t= {2021 IEEE/ACM Workflows in Support of Large-Scale Science\n\t\t (WORKS)},\n Year\t\t= {2021},\n Pages\t\t= {58-65},\n DOI\t\t= {10.1109/WORKS54523.2021.00013},\n Note\t\t= {Funding Acknowledgments: DOE DE-SC0012636, DE-SC0022328,\n\t\t NSF 1664162}\n}\n\n","author_short":["Krawczuk, P.","Papadimitriou, G.","Tanaka, R.","Do, T. M. A.","Subramany, S.","Nagarkar, S.","Jain, A.","Lam, K.","Mandal, A.","Pottier, L.","Deelman, E."],"bibbaseid":"krawczuk-papadimitriou-tanaka-do-subramany-nagarkar-jain-lam-etal-aperformancecharacterizationofscientificmachinelearningworkflows-2021","role":"author","urls":{},"metadata":{"authorlinks":{}}},"bibtype":"inproceedings","biburl":"https://bibbase.org/f/5SijW7Sx3iDaAXuEv/georgpap-2023.bib","dataSources":["sKQbckHuLaK8jdue4","tTgXX4PCti9ZL9jaD","3SzGunXaK3qPFoADu","FZXSdsvghe3zccNfw","KtAnSew7xDKX8iw2q","SNuaxNQihFuxfASTw"],"keywords":[],"search_terms":["performance","characterization","scientific","machine","learning","workflows","krawczuk","papadimitriou","tanaka","do","subramany","nagarkar","jain","lam","mandal","pottier","deelman"],"title":"A Performance Characterization of Scientific Machine Learning Workflows","year":2021,"downloads":1}