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- W3133329857 abstract "Machine learning techniques are finding many applications in computer systems, including many tasks that require decision making: network optimization, quality of service assurance, and security. We believe machine learning systems are here to stay, and to materialize on their potential we advocate a fresh look at various key issues that need further attention, including security as a requirement and system complexity, and how machine learning systems affect them. We also discuss reproducibility as a key requirement for sustainable machine learning systems, and leads to pursuing it." @default.
- W3133329857 created "2021-03-01" @default.
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- W3133329857 date "2019-11-28" @default.
- W3133329857 modified "2023-09-27" @default.
- W3133329857 title "Computer Systems Have 99 Problems, Let's Not Make Machine Learning Another One" @default.
- W3133329857 doi "https://doi.org/10.48550/arxiv.1911.12593" @default.
- W3133329857 hasPublicationYear "2019" @default.
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