A Case Study of Data Management Challenges Presented in Large-Scale Machine Learning Workflows

Claire Songhyun Lee, V. Hewes, Giuseppe Cerati, Jim Kowalkowski, Adam Aurisano, Ankit Agrawal 0001, Alok N. Choudhary, Wei-keng Liao. A Case Study of Data Management Challenges Presented in Large-Scale Machine Learning Workflows. In Yogesh Simmhan, Ilkay Altintas, Ana Lucia Varbanescu, Pavan Balaji, Abhinandan S. Prasad, Lorenzo Carnevale, editors, 23rd IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing, CCGrid 2023, Bangalore, India, May 1-4, 2023. pages 71-81, IEEE, 2023. [doi]

Authors

Claire Songhyun Lee

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V. Hewes

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Giuseppe Cerati

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Jim Kowalkowski

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Adam Aurisano

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Ankit Agrawal 0001

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Alok N. Choudhary

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Wei-keng Liao

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