AutoTiKV is a machine-learning-based tuning tool that helps decrease tuning costs and make life easier for DBAs. This post shows AutoTiKV's design, its machine learning model, and the automatic tuning workflow. (more…)
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“Winning a Kaggle competition does not prepare you for real-world data science!” I’ve heard that a lot. When I was still a... (more…)
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Studying or testing the security of any operational system potentially runs afoul of the Computer Fraud and Abuse Act... (more…)
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As machine learning increasingly affects people and society, it is important
that we strive for a comprehensive and unified understanding of potential
sources of unwanted consequences. For instance, downstream harms to particular
groups are often blamed o... (more…)
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