Auto-WLM: Machine Learning Enhanced Workload Management in Amazon Redshift

Gaurav Saxena, Mohammad Rahman, Naresh Chainani, Chunbin Lin, George Caragea, Fahim Chowdhury, Ryan Marcus, Tim Kraska, Ippokratis Pandis, Balakrishnan (Murali) Narayanaswamy. Auto-WLM: Machine Learning Enhanced Workload Management in Amazon Redshift. In Sudipto Das, Ippokratis Pandis, K. Selçuk Candan, Sihem Amer-Yahia, editors, Companion of the 2023 International Conference on Management of Data, SIGMOD/PODS 2023, Seattle, WA, USA, June 18-23, 2023. pages 225-237, ACM, 2023. [doi]

Abstract

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