DBA bandits: Self-driving index tuning under ad-hoc, analytical workloads with safety guarantees
Abstract: “Automating physical database design has remained a long-term interest in database research due to substantial performance gains afforded by optimised structures. Despite significant progress, a majority of today’s commercial solutions are highly manual, requiring offline invocation by database administrators (DBAs) who are expected to identify and supply representative training… Read More »DBA bandits: Self-driving index tuning under ad-hoc, analytical workloads with safety guarantees