2 citations · 4 across the 2 of their papers we have counts for
3 papers
No DBA? No regret! Multi-armed bandits for index tuning of analytical and HTAP workloads with provable guarantees
R. Malinga Perera, Bastian Oetomo, Benjamin I. P. Rubinstein +1
Automating physical database design has remained a long-term interest in database research due to substantial performance gains afforded by optimised structures. Despite significan…
DBA bandits: Self-driving index tuning under ad-hoc, analytical workloads with safety guarantees
R. Malinga Perera, Bastian Oetomo, Benjamin I. P. Rubinstein +1
Automating physical database design has remained a long-term interest in database research due to substantial performance gains afforded by optimised structures. Despite significan…
A Note on Bounding Regret of the CUCB Contextual Combinatorial Bandit
Bastian Oetomo, Malinga Perera, Renata Borovica-Gajic +1
We revisit the proof by Qin et al. (2014) of bounded regret of the CUCB contextual combinatorial bandit. We demonstrate an error in the proof of volumetric expansion of the mom…