Auto-WLM: Machine learning enhanced workload management in Amazon Redshift

Oct 28, 2023 ·

There has been a lot of excitement around using machine learning to improve the performance and usability of database systems. However, few of these techniques have actually been used in the critical path of customer-facing database services. In this paper, we describe Auto-WLM, a machine learning…