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Searched The ACM Guide to Computing Literature (3,749,051 records)|Limit your search to The ACM Full-Text Collection (755,468 records)
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- short-paperMay 2020
Elastic Machine Learning Algorithms in Amazon SageMaker
- Edo Liberty,
- Zohar Karnin,
- Bing Xiang,
- Laurence Rouesnel,
- Baris Coskun,
- Ramesh Nallapati,
- Julio Delgado,
- Amir Sadoughi,
- Yury Astashonok,
- Piali Das,
- Can Balioglu,
- Saswata Chakravarty,
- Madhav Jha,
- Philip Gautier,
- David Arpin,
- Tim Januschowski,
- Valentin Flunkert,
- Yuyang Wang,
- Jan Gasthaus,
- Lorenzo Stella,
- Syama Rangapuram,
- David Salinas,
- Sebastian Schelter,
- Alex Smola
SIGMOD '20: Proceedings of the 2020 ACM SIGMOD International Conference on Management of DataJune 2020, Pages 731–737https://doi.org/10.1145/3318464.3386126There is a large body of research on scalable machine learning (ML). Nevertheless, training ML models on large, continuously evolving datasets is still a difficult and costly undertaking for many companies and institutions. We discuss such challenges ...