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Searched The ACM Guide to Computing Literature (3,765,681 records)|Limit your search to The ACM Full-Text Collection (758,510 records)
- short-paperDecember 2021
Designing a Kubernetes Operator for Machine Learning Applications
- Ali Kanso,
- Edi Palencia,
- Kinshuman Patra,
- Jiaxin Shan,
- Mengyuan Chao,
- Xu Wei,
- Tengwei Cai,
- Kang Chen,
- Shuai Qiao
WoC '21: Proceedings of the Seventh International Workshop on Container Technologies and Container CloudsPages 7–12https://doi.org/10.1145/3493649.3493654Machine Learning workloads such as deep learning and hyperparameter tuning are compute-intensive by nature. Parallel execution is key to reducing the learning time. The Ray Framework is a distributed middleware that provides primitives to seamlessly ...