A Holistic Approach to Data Access for Cloud-Native Analytics and Machine Learning

2021 IEEE 14th International Conference on Cloud Computing (CLOUD)(2021)

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摘要
Cloud providers offer a variety of storage solutions for hosting data, both in price and in performance. For Analytics and machine learning applications, object storage services are the go-to solution for hosting the datasets that exceed tens of gigabytes in size. However, such a choice results in performance degradation for these applications and requires extra engineering effort in the form of c...
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Training,Degradation,Deep learning,Cloud computing,Codes,Conferences,Benchmark testing
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