Bastian Oetomo

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 8

Top Topics

Driving Behavior

Multi Armed Bandits

Database Design

Database Administrators

Top Venues

Proc. VLDB Endow.

Knowl. Inf. Syst.

Publications

R. Malinga Perera, Bastian Oetomo, Benjamin I. P. Rubinstein, Renata Borovica-Gajic
No DBA? No Regret! Multi-Armed Bandits for Index Tuning of Analytical and HTAP Workloads With Provable Guarantees. IEEE Trans. Knowl. Data Eng. 35 (12) (2023)
Bastian Oetomo, R. Malinga Perera, Renata Borovica-Gajic, Benjamin I. P. Rubinstein
Cutting to the chase with warm-start contextual bandits. Knowl. Inf. Syst. 65 (9) (2023)
R. Malinga Perera, Bastian Oetomo, Benjamin I. P. Rubinstein, Renata Borovica-Gajic
HMAB: Self-Driving Hierarchy of Bandits for Integrated Physical Database Design Tuning. Proc. VLDB Endow. 16 (2) (2022)
Bastian Oetomo, R. Malinga Perera, Renata Borovica-Gajic, Benjamin I. P. Rubinstein
Cutting to the Chase with Warm-Start Contextual Bandits. ICDM (2021)
R. Malinga Perera, Bastian Oetomo, Benjamin I. P. Rubinstein, Renata Borovica-Gajic
DBA bandits: Self-driving index tuning under ad-hoc, analytical workloads with safety guarantees. ICDE (2021)
R. Malinga Perera, Bastian Oetomo, Benjamin I. P. Rubinstein, Renata Borovica-Gajic
No DBA? No regret! Multi-armed bandits for index tuning of analytical and HTAP workloads with provable guarantees. CoRR (2021)
Malinga Perera, Bastian Oetomo, Benjamin I. P. Rubinstein, Renata Borovica-Gajic
DBA bandits: Self-driving index tuning under ad-hoc, analytical workloads with safety guarantees. CoRR (2020)
Bastian Oetomo, Malinga Perera, Renata Borovica-Gajic, Benjamin I. P. Rubinstein
A Note on Bounding Regret of the C$^2$UCB Contextual Combinatorial Bandit. CoRR (2019)