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…)

Take a tour of the most popular machine learning algorithms. (more…)

“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…)

Studying or testing the security of any operational system potentially runs afoul of the Computer Fraud and Abuse Act... (more…)

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…)